Run the full Global Livestock Environmental Assessment Model (GLEAM) Pipeline
Source:R/run_gleam.R
run_gleam.RdRuns the full GLEAM pipeline from master herd and cohort inputs through all
modules: herd (optional), weights, ration quality, energy requirements,
manure emissions, enteric fermentation, nitrogren balance, feed emissions, allocation, and aggregation.
Common identifiers:
Several input tables share the following identifier columns. Their supported
values are listed once here and referenced throughout.
species_short — Character. Species code:
CTL: CattleBFL: BuffaloSHP: SheepGTS: GoatsPGS: PigsCML: Camels
cohort_short — Character. Sex- and age-specific cohort code:
FA: adult females (from age at first parturition)FS: sub-adult females (from weaning to age at first parturition)FJ: juvenile females (from birth to weaning)MA: adult males (from age at first breeding)MS: sub-adult males (from weaning to age at first breeding)MJ: juvenile males (from birth to weaning)
Usage
run_gleam(
has_herd_structure = FALSE,
cohort_level_data,
herd_level_data,
feed_rations,
feed_params,
feed_emissions,
manure_management_system_fraction,
manure_management_system_factors,
simulation_duration = 365,
global_warming_potential_set = "AR6",
show_indicator = TRUE
)Arguments
- has_herd_structure
Logical. If
TRUE,cohort_level_datais treated as an existing herd structure and the demographic herd simulation step is skipped. IfFALSE, herd structure is first generated fromcohort_level_dataandherd_level_datausingrun_demographic_herd_module.- cohort_level_data
data.table. Cohort-level master input table. Required columns:
- herd_id
Character. Unique herd identifier, repeated for each cohort within the same herd.
- species_short
Character. Species code (see Common identifiers).
- cohort_short
Character. Cohort code (see Common identifiers).
- cohort_duration_days
Numeric. Time each animal spends in the cohort (days).
- offtake_rate
Numeric. Annual proportion of animals removed from the herd per cohort (fraction).
- low_activity_fraction
Numeric. Proportion of the assessment period with low-intensity movement, e.g. stall-feeding or near-field grazing (fraction).
- high_activity_fraction
Numeric. Proportion of the assessment period with sustained locomotion, e.g. herding or long-distance grazing over uneven terrain (fraction).
Additional columns when
has_herd_structure = FALSE:- death_rate
Numeric. Annual fraction of deaths per cohort (fraction).
Additional columns when
has_herd_structure = TRUE:- cohort_stock_size
Numeric. Average population size in each cohort (heads).
- offtake_heads_assessment
Numeric. Total animals removed via offtake over the assessment period per cohort (heads/assessment period).
Optional column (both cases):
- ch4_mitigation_factor
Numeric. Multiplicative factor applied to baseline enteric CH4 emissions (dimensionless). Defaults to
1(no mitigation). Values < 1 represent proportional reductions (e.g.0.90= 10 percent reduction). Can represent feed additives or methane inhibitors.
- herd_level_data
data.table. Herd-level master input table (one row per
herd_id). Required columns:- herd_id
Character. Unique herd identifier.
- species_short
Character. Species code (see Common identifiers).
- live_weight_female_adult
Numeric. Adult female live weight (kg).
- live_weight_male_adult
Numeric. Adult male live weight (kg).
- live_weight_at_birth
Numeric. Live weight at birth (kg).
- live_weight_at_weaning
Numeric. Live weight at weaning (kg).
- live_weight_female_at_slaughter
Numeric. Female sub-adult slaughter weight (kg).
- live_weight_male_at_slaughter
Numeric. Male sub-adult slaughter weight (kg).
- age_first_parturition
Numeric. Age at first parturition (days).
- lactating_females_fraction
Numeric. Proportion of adult females lactating during the assessment period (fraction). Required for CTL, BFL, CML, SHP, GTS.
- milk_yield_day
Numeric. Average daily milk yield per milk-producing animal (kg/head/day), calculated as total milk produced for human consumption divided by the number of milk-producing animals and the assessment period length. Required for CTL, BFL, CML, SHP, GTS.
- milk_fat_fraction
Numeric. Milk fat content (kg fat/kg milk). Required for CTL, BFL, CML, SHP, GTS.
- milk_protein_fraction
Numeric. Milk protein content (kg protein/kg milk). Required for CTL, BFL, CML, SHP, GTS.
- milk_lactose_fraction
Numeric. Milk lactose content (kg lactose/kg milk). Required for CTL, BFL, CML, SHP, GTS.
- milk_protein_fraction_standard
Numeric. Standard milk protein content for FPCM calculation (kg protein/kg milk). Suggested: 0.033.
- milk_fat_fraction_standard
Numeric. Standard milk fat content for FPCM calculation (kg fat/kg milk). Suggested: 0.04.
- milk_lactose_fraction_standard
Numeric. Standard milk lactose content for FPCM calculation (kg lactose/kg milk). Suggested: 0.048.
- non_productive_duration
Numeric. Period without productive function (pregnancy/lactation) (days). Required for PGS.
- pregnancy_duration
Numeric. Pregnancy duration (days).
- death_rate_juvenile
Numeric. Annual death fraction for juvenile cohorts (FJ, MJ) (fraction).
- lactation_duration
Numeric. Lactation period length (days). Required for PGS.
- parturition_rate
Numeric. Average annual parturitions per adult female (parturitions/adult female/year).
- litter_size
Numeric. Average offspring born per parturition (offspring/parturition).
- draught_work_hours_female
Numeric. Average daily working time per adult female (hours/head/day). Required for CTL, BFL, CML.
- draught_work_hours_male
Numeric. Average daily working time per adult male (hours/head/day). Required for CTL, BFL, CML.
- draught_fraction_female
Numeric. Fraction of adult females doing draught work (fraction). Required for CTL, BFL, CML.
- draught_fraction_male
Numeric. Fraction of adult males doing draught work (fraction). Required for CTL, BFL, CML.
- fibre_yield_year
Numeric. Annual fibre production (wool, cashmere, mohair) (kg/head/year). Required for CML, SHP, GTS.
- carcass_dressing_fraction
Numeric. Carcass weight to live weight ratio (fraction).
- bone_free_meat_fraction
Numeric. Bone-free meat to carcass weight ratio (fraction).
- meat_protein_fraction
Numeric. Protein content of bone-free meat (kg protein/kg bone-free meat).
- ratio_me_to_ne
Numeric. Metabolizable-to-net energy ratio (fraction). Used for CML. Suggested: 0.43.
Additional columns when
has_herd_structure = FALSE:- birth_fraction_female
Numeric. Probability that a newborn is female (fraction).
- herd_size_total
Numeric. Total population at start of year, all cohorts (heads).
- feed_rations
data.table. Cohort-level feed ration shares, also used by
run_ration_quality_moduleandrun_emissions_ration_module. Required columns:- herd_id
Character. Unique herd identifier.
- species_short
Character. Species code (see Common identifiers).
- cohort_short
Character. Cohort code (see Common identifiers).
- feed_id
Character. Unique feed component identifier, used as join key with feed parameter tables.
- feed_name
Character. Optional. Human-readable feed name; should match
feed_iduniquely if provided.- feed_ration_fraction
Numeric. Proportion of this feed component in the total ration as a fraction of diet dry matter intake (fraction). Must sum to 1 within each herd_id \(\times\) cohort combination.
- feed_params
data.table. Feed nutritional parameters. Required columns:
- feed_id
Character. Unique feed component identifier.
- feed_gross_energy
Numeric. Gross energy: total chemical energy upon complete combustion (MJ/kg DM).
- feed_digestible_energy_ruminant
Numeric. Digestible energy for ruminants: energy absorbed after faecal losses (MJ/kg DM).
- feed_digestible_energy_pigs
Numeric. Digestible energy for pigs (MJ/kg DM).
- feed_metabolizable_energy_ruminant
Numeric. Metabolizable energy for ruminants: digestible energy minus urinary and gaseous losses (MJ/kg DM).
- feed_metabolizable_energy_pigs
Numeric. Metabolizable energy for pigs (MJ/kg DM).
- feed_metabolizable_energy_chicken
Numeric. Metabolizable energy for chickens: digestible energy minus uric acid and gaseous losses (MJ/kg DM).
- feed_nitrogen_content
Numeric. Nitrogen content (kg N/kg DM).
- feed_urinary_energy_ruminant
Numeric. Fraction of gross energy excreted in urine for ruminants (fraction).
- feed_urinary_energy_pigs
Numeric. Fraction of gross energy excreted in urine for pigs (fraction).
- feed_ash
Numeric. Ash content as a fraction of dry matter (g ash/100 g DM).
- category
Character. Optional. Feed category; should be used consistently with
feed_id.- feed_name
Character. Optional. Human-readable feed name; should match
feed_iduniquely if provided.
- feed_emissions
data.table. Emission factors per feed component. All emission factors are expressed per kg of feed dry matter intake. Required columns:
- feed_id
Character. Unique feed component identifier.
- feed_name
Character. Optional. Human-readable feed name.
- co2_feed_fertilizer
Numeric. CO2 from fertilizer manufacture (g CO2/kg DM).
- co2_feed_pesticides
Numeric. CO2 from pesticide manufacture (g CO2/kg DM).
- co2_feed_crop_activities
Numeric. CO2 from on-field agricultural activities (g CO2/kg DM).
- co2_feed_luc_nopeat
Numeric. CO2 from land-use change, excluding peatland drainage (g CO2/kg DM).
- co2_feed_luc_peat
Numeric. CO2 from peatland drainage (g CO2/kg DM).
- n2o_feed_fertilizer
Numeric. N2O from fertilizer use (g N2O/kg DM).
- n2o_feed_manure_applied
Numeric. N2O from manure applied to or deposited on soil (g N2O/kg DM).
- n2o_feed_crop_residues
Numeric. N2O from crop residue decomposition (g N2O/kg DM).
- ch4_feed_rice
Numeric. CH4 from rice cultivation (g CH4/kg DM).
- manure_management_system_fraction
data.table. Cohort-level manure management system fractions passed to
run_emissions_manure_module. Required columns:- herd_id
Character. Unique herd identifier.
- cohort_short
Character. Cohort code (see Common identifiers).
- manure_management_system
Character. Manure management system name.
mms_pastureandmms_burnedare reserved for manure deposited on pasture and burned for fuel, respectively. All other systems are grouped as "other".- manure_management_system_fraction
Numeric. Fraction of total manure handled by this system for each herd \(\times\) cohort combination (0–1). Must sum to 1 per herd_id.
- manure_management_system_factors
data.table. Emission factors and parameters per manure management system, passed to
run_emissions_manure_module. Required columns:- manure_management_system
Character. System name (see
manure_management_system_fraction).- ratio_m3CH4_to_kgCH4
Numeric. CH4 density conversion factor (kg/m3). Default: 0.67.
- methane_conversion_factor_mcf
Numeric. Fraction of maximum CH4-producing capacity (Bo) realised under given management and environmental conditions (0–1). See IPCC Table 10.17 (2006, 2019).
- ch4_max_producing_capacity_bo
Numeric. Maximum CH4-producing capacity per unit volatile solids (m3 CH4/kg VS). Region- and species-specific. See IPCC Table 10.16 (2019) or Tables 10A-4 to 10A-9 (2006).
- n2o_ef3
Numeric. Direct N2O emission factor per manure management system (kg N2O-N/kg N). See IPCC Table 10.21 and Table 11.1 (2006, 2019).
- n2o_ef4
Numeric. Indirect N2O emission factor from atmospheric deposition of volatilised N (kg N2O-N/(kg NH3-N + NOx-N)). See IPCC Table 11.3 (2006, 2019).
- nitrogen_fracgas
Numeric. Fraction of excreted N volatilised as NH3 and NOx during collection, storage, and treatment (0–1). See IPCC Table 10.22 (2006, 2019).
- n2o_ef5
Numeric. Indirect N2O emission factor from leaching and runoff (kg N2O-N/kg N). See IPCC Table 11.3 (2006, 2019).
- nitrogen_fracleach
Numeric. Fraction of excreted N lost through leaching and runoff (0–1). See IPCC Table 10.22 (2006, 2019).
- simulation_duration
Numeric. Assessment period length (days). Used by the demographic herd simulation (when
has_herd_structure = FALSE) and by the production and aggregation steps. Default:365.- global_warming_potential_set
Character. GWP-100 conversion factors for expressing CH4 and N2O as CO2-eq. One of:
"AR6": IPCC 6th Assessment (2021) — CH4 = 27, N2O = 273."AR5_excluding_carbon_feedback": IPCC 5th Assessment, excl. climate-carbon feedbacks (2013) — CH4 = 28, N2O = 265."AR5_including_carbon_feedback": IPCC 5th Assessment, incl. climate-carbon feedbacks (2013) — CH4 = 34, N2O = 298."AR4": IPCC 4th Assessment (2007) — CH4 = 25, N2O = 298.
- show_indicator
Logical. Whether to display progress indicators during calculations. Defaults to
TRUE.
Value
A named list with four elements:
- cohort_level_results
A cohort-level
data.tablecontaining the original input columns plus all variables generated across the pipeline. Calculated variables are grouped below by module.Demographic herd simulation
Computed when
has_herd_structure = FALSE:- cohort_stock_size
Numeric. Average population size in each of the 6 sex-age cohorts (# heads). (cohorts =
FJ,FS,FA,MJ,MS,MA).- offtake_heads
Numeric. Total number of animals removed via offtake over the year, aggregated to 6 sex-age cohorts (heads/year) (cohorts =
FJ,FS,FA,MJ,MS,MA).- offtake_heads_assessment
Numeric. Total number of animals removed via offtake over the assessment period, aggregated to 6 sex-age cohorts (heads/assessment period) (cohorts =
FJ,FS,FA,MJ,MS,MA).
Weight variables
- live_weight_mature_stage
Numeric. Mature (adult) live weight that the animal can attain under given biological and management conditions (kg).
- live_weight_cohort_initial
Numeric. Live weight at the beginning of the cohort stage (kg).
- live_weight_cohort_potential_final
Numeric. Potential final live weight attainable at the end of the cohort stage in the absence of offtake (kg). (For juveniles: equals weaning weight; For subadults: equals adult live weight; For adults: equals adult live weight)
- live_weight_cohort_at_slaughter
Numeric. Live weight at slaughter for animals removed from the cohort (kg).
- live_weight_cohort_average
Numeric. Average live weight over the cohort stage. Computed by accounting for the share of offtaken animals within the cohort, using their slaughter weight, and the potential final weight of animals that remain in the cohort (kg).
- live_weight_cohort_final
Numeric. Live weight at the end of the cohort stage, accounting for both surviving and offtaken animals. Computed as a weighted average of the potential final weight of surviving animals and the slaughter weight of offtaken animals, based on the offtake rate (kg).
- daily_weight_gain
Numeric. Average live weight gain of the cohort over the cohort stage (kg/head/day).
Ration quality variables
- ration_gross_energy
Numeric. Average gross energy content of the diet (MJ/kg DM).
- ration_metabolizable_energy
Numeric. Average metabolizable energy content of the diet (MJ/kg DM).
- ration_nitrogen
Numeric. Average nitrogen content of diet (kg N/kg DM).
- ration_digestibility_fraction
Numeric. Average digestibility of the feed ration, expressed as ratio of digestible (or metabolizable, for poultry) to gross energy content (fraction).
- ration_urinary_energy_fraction
Numeric. Fraction of feed's gross energy that is excreted in urine (fraction).
- ration_ash
Numeric. Average ash content of feed, calculated as a fraction of the dry matter intake (kg ash/kg DM).
Energy requirement variables
Expressed as net energy for CTL, BFL, SHP, GTS and as metabolizable energy for CML and PGS unless stated otherwise.
- metabolic_energy_req_maintenance
Numeric. Energy required for maintenance, defined as the amount of energy needed to keep the animal at equilibrium such that body energy is neither gained nor lost (MJ/head/day). Expressed as net energy for CTL, BFL, SHP, GTS and as metabolizable energy for CML and PGS.
- metabolic_energy_req_activity
Numeric. Energy required for activity, defined as the amount of energy needed to support animal movement and physical activity (MJ/head/day). Expressed as net energy for CTL, BFL, SHP, GTS and as metabolizable energy for CML and PGS.
- metabolic_energy_req_growth
Numeric. Energy required for growth (i.e., weight gain) (MJ/head/day). Expressed as net energy for CTL, BFL, SHP, GTS and as metabolizable energy for CML and PGS.
- metabolic_energy_req_lactation
Numeric. Energy required for lactation (MJ/head/day). Expressed as net energy for CTL, BFL, SHP, GTS and as metabolizable energy for CML and PGS.
- metabolic_energy_req_work
Numeric. Energy required for work, used to estimate the energy required for draught power for CTL, BFL and CML (MJ/head/day). Assumed to be 0 for other species. Expressed as net energy for CTL, BFL, SHP, GTS and as metabolizable energy for CML and PGS.
- metabolic_energy_req_fibre_production
Numeric. Energy required for the synthesis of fibre for SHP, GTS and CML. Assumed to be 0 for other species. (MJ/head/day). Expressed as net energy for CTL, BFL, SHP, GTS and as metabolizable energy for CML and PGS (MJ/head/day).
- metabolic_energy_req_pregnancy
Numeric. Energy required for pregnancy for pregnant females (MJ/head/day). Expressed as net energy for CTL, BFL, SHP, GTS and as metabolizable energy for CML and PGS.
- net_energy_maintenance_digestible_energy_ratio
Numeric. Ratio of net energy available for maintenance in the diet to digestible energy consumed (fraction).
- net_energy_growth_digestible_energy_ratio
Numeric. Ratio of net energy available for growth in the diet to digestible energy consumed (fraction).
- metabolic_energy_req_total
Numeric. Total daily energy requirement (MJ/head/day). For CTL, BFL, SHP and GTS this is expressed as gross energy intake requirement (GE). For CML and PGS the function returns the summed daily metabolizable energy requirement.
- ration_intake
Numeric. Average daily dry matter intake of feed (kg DM/head/day).
Enteric emission variables
- ch4_mitigation_factor
Numeric. Multiplicative mitigation factor applied to baseline enteric methane (CH4) emissions (dimensionless). If not provided, a default value of
1(no mitigation) is used.- ch4_conversion_factor_ym
Numeric. Methane (CH4) conversion factor (ym), representing the percentage of gross energy of the feed ration that is converted to CH4 (percentage).
- ch4_enteric
Numeric. Average daily enteric methane (CH4) emissions (kg CH4/head/day).
Nitrogen balance variables
- nitrogen_intake
Numeric. Daily nitrogen intake (kg N/head/day).
- nitrogen_retention
Numeric. Daily nitrogen retention in animal body tissues and products (e.g., growth, pregnancy, milk...) (kg N/head/day).
- nitrogen_excretion
Numeric. Daily nitrogen excretion (kg N/head/day).
Manure emission variables
- volatile_solids
Numeric. Total volatile solids (VS) excreted per animal per day, representing the organic material in livestock manure and consisting of both biodegradable and non-biodegradable fractions (kg VS/head/day).
- ch4_manure_pasture
Numeric. Methane (CH4) emissions from manure deposited on pasture (kg CH4/head/day).
- ch4_manure_burned
Numeric. Methane (CH4) emissions from manure burned for fuel (kg CH4/head/day).
- ch4_manure_other
Numeric. Methane (CH4) emissions from manure management systems, excluding emissions from manure deposited on pasture and burned for fuel (kg CH4/head/day).
- ch4_manure_all_noburn
Numeric. Methane (CH4) emissions from manure management systems, excluding manure burned for fuel (kg CH4/head/day).
- n2o_manure_pasture_direct
Numeric. Direct nitrous oxide (N2O) emissions from manure deposited on pasture (kg N2O/head/day).
- n2o_manure_burned_direct
Numeric. Direct nitrous oxide (N2O) emissions from manure burned for fuel (kg N2O/head/day).
- n2o_manure_other_direct
Numeric. Direct nitrous oxide (N2O) emissions from manure management systems, excluding emissions from manure deposited on pasture and burned for fuel (kg N2O/head/day).
- n2o_manure_all_noburn_direct
Numeric. Direct nitrous oxide (N2O) emissions from manure management systems, excluding emissions from manure burned for fuel (kg N2O/head/day).
- n2o_manure_pasture_vol
Numeric. Indirect nitrous oxide (N2O) emissions resulting from atmospheric deposition of volatilised nitrogen (NH3 and NOx) from manure deposited on pasture (kg N2O/head/day).
- n2o_manure_burned_vol
Numeric. Indirect nitrous oxide (N2O) emissions resulting from atmospheric deposition of volatilised nitrogen (NH3 and NOx) from manure burned for fuel (kg N2O/head/day).
- n2o_manure_other_vol
Numeric. Indirect nitrous oxide (N2O) emissions resulting from atmospheric deposition of volatilised nitrogen (NH3 and NOx) from manure management systems, excluding manure deposited on pasture and manure burned for fuel (kg N2O/head/day).
- n2o_manure_all_noburn_vol
Numeric. Indirect nitrous oxide (N2O) emissions resulting from atmospheric deposition of volatilised nitrogen (NH3 and NOx) from manure management systems, excluding losses from manure burned for fuel (kg N2O/head/day).
- n2o_manure_pasture_leach
Numeric. Indirect nitrous oxide (N2O) emissions resulting from leaching and runoff of manure nitrogen from manure deposited on pasture (kg N2O/head/day).
- n2o_manure_burned_leach
Numeric. Indirect nitrous oxide (N2O) emissions resulting from leaching and runoff of manure nitrogen from manure burned for fuel (kg N2O/head/day).
- n2o_manure_other_leach
Numeric. Indirect nitrous oxide (N2O) emissions resulting from leaching and runoff of manure nitrogen from manure management systems, excluding losses from manure deposited on pasture and manure burned for fuel (kg N2O/head/day).
- n2o_manure_all_noburn_leach
Numeric. Indirect nitrous oxide (N2O) emissions resulting from leaching and runoff of manure nitrogen from manure management systems, excluding losses from manure burned for fuel (kg N2O/head/day).
- n2o_manure_pasture_indirect
Numeric. Total indirect nitrous oxide (N2O) emissions from manure deposited on pasture. Includes emissions from atmospheric deposition of volatilised nitrogen (NH3 and NOx) and from leaching and runoff of manure nitrogen (kg N2O/head/day).
- n2o_manure_burned_indirect
Numeric. Total indirect nitrous oxide (N2O) emissions originating from manure burned for fuel. Includes emissions from atmospheric deposition of volatilised nitrogen (NH3 and NOx) and from leaching and runoff of manure nitrogen (kg N2O/head/day).
- n2o_manure_other_indirect
Numeric. Total indirect nitrous oxide (N2O) emissions originating from manure management systems, excluding manure deposited on pasture and burned for fuel. Includes emissions from atmospheric deposition of volatilised nitrogen (NH3 and NOx) and from leaching and runoff of manure nitrogen (kg N2O/head/day).
- n2o_manure_pasture_total
Numeric. Total nitrous oxide emissions from manure deposited on pasture. Includes direct emissions and indirect emissions from volatilisation, leaching, and runoff (kg N2O/head/day).
- n2o_manure_burned_total
Numeric. Total nitrous oxide emissions (N2O) from manure burned for fuel. Includes direct emissions and indirect emissions from volatilisation, leaching, and runoff (kg N2O/head/day).
- n2o_manure_other_total
Numeric. Total nitrous oxide (N2O) emissions from manure management systems, excluding manure deposited on pasture and manure burned for fuel. Includes direct emissions and indirect emissions from volatilisation, leaching, and runoff (kg N2O/head/day).
Feed production emission variables
- co2_ration_fertilizer
Numeric. Diet-level average carbon dioxide (CO2) emission factor from fertilizer manufacture in feed production (g CO2/kg DM).
- co2_ration_pesticides
Numeric. Diet-level average carbon dioxide (CO2) emission factor from pesticide manufacture in feed production (g CO2/kg DM).
- co2_ration_crop_activities
Numeric. Diet-level average carbon dioxide (CO2) emission factor from on-field agricultural activities in feed production (g CO2/kg DM).
- co2_ration_luc_nopeat
Numeric. Diet-level average carbon dioxide (CO2) emission factor from land-use change (excluding peatland drainage) in feed production (g CO2/kg DM).
- co2_ration_luc_peat
Numeric. Diet-level average carbon dioxide (CO2) emission factor from peatland drainage in feed production (g CO2/kg DM).
- n2o_ration_fertilizer
Numeric. Diet-level average nitrous oxide (N2O) emission factor from fertilizer use in feed production (g N2O/kg DM).
- n2o_ration_manure_applied
Numeric. Diet-level average nitrous oxide (N2O) emission factor from manure applied to or deposited on soil in feed production (g N2O/kg DM).
- n2o_ration_crop_residues
Numeric. Diet-level average nitrous oxide (N2O) emission factor from crop residues decomposition in feed production (g N2O/kg DM).
- ch4_ration_rice
Numeric. Diet-level average methane (CH4) emission factor from rice cultivation in feed production (g CH4/kg DM).
Production variables
- milk_production_mass_cohort
Numeric. Total milk production produced over the assessment period (kg/cohort/assessment period).
- milk_production_protein_cohort
Numeric. Total milk protein production produced over the assessment period (kg protein/cohort/assessment period).
- milk_production_fpcm_cohort
Numeric. Total fat-protein-corrected milk (FPCM) produced over the assessment period (kg/cohort/assessment period).
- fibre_production_cohort
Numeric. Total fibre produced over the assessment period by cohort (kg/cohort/assessment period).
- meat_production_live_weight_cohort
Numeric. Total meat produced as live weight over the assessment period by cohort (kg/cohort/assessment period).
- meat_production_carcass_weight_cohort
Numeric. Total meat as carcass weight (excluding organs, and other by-products after dressing) produced over the assessment period by cohort (kg/cohort/assessment period).
- meat_production_bone_free_meat_cohort
Numeric. Total bone-free-meat (excluding bones, organs, and other by-products after dressing and bone removal) produced over the assessment period by cohort (kg/cohort/assessment period).
- meat_production_protein_cohort
Numeric. Total meat protein (excluding bones, organs, and other by-products after dressing and bone removal) produced over the assessment period by cohort (kg protein/cohort/assessment period).
Allocation variables
- milk_allocation_energy
Numeric. Energy required to produce total milk output by cohort (MJ/cohort/assessment period). Non-zero values are applicable only to milk-producing species and cohorts (species = CTL, BFL, CML, SHP, GTS; cohorts = FA). All other species-cohort combinations are assigned a value of 0.
- meat_allocation_energy
Numeric. Energy required by a given sex-age cohort for total meat output by cohort during the assessment period, equal to the energy needed to produce all live-weight gain to reach the target slaughter weight (MJ/cohort/assessment period).
- fibre_allocation_energy
Numeric. Energy required to produce all fibre output by cohort (MJ/cohort/assessment period).
- work_allocation_energy
Numeric. Energy required to provide all draught power (traction/work) by cohort (MJ/cohort/assessment period).
- egg_allocation_energy
Numeric. Energy required for egg production over the assessment period (MJ/cohort/assessment period). Currently set to 0.
- herd_level_results
A herd-level
data.table. Whenhas_herd_structure = FALSE, the output fromrun_demographic_herd_module, including:- growth_rate_herd
Numeric. Annualized growth rate at which the herd reaches steady state (fraction).
When
has_herd_structure = TRUE, the suppliedherd_level_datais returned unchanged.- allocation_long
A herd-level
data.tablein long format with one row per herd \(\times\) commodity \(\times\) emission source:- herd_id
Character. Herd identifier.
- species_short
Character. Species code.
- variable_name
Character. Emission variable name (e.g.
"ch4_enteric","n2o_manure_pasture_direct").- commodity_name
Character. Commodity category: one of
"None","Milk","Meat","Fibre","Work","Eggs".- commodity_type
Character.
"Edible"or"Non-Edible".- allocation_share
Numeric. Allocation share for this commodity-emission combination (fraction).
- aggregation_results
A named list from
run_aggregation_modulewith elementsresults_emissions,results_feed,results_production, andresults_nitrogen. These tables summarise herd-level emissions, feed intake, production, and nitrogen balance, all scaled to the assessment duration.
Details
The GLEAM package implements the core computational engine of the Global Livestock Environmental Assessment Model (GLEAM), developed by the Food and Agriculture Organization of the United Nations (FAO). It provides a modular workflow for quantifying greenhouse gas emissions from livestock systems using a Life Cycle Assessment (LCA) approach based on the IPCC Tier 2 methodology.
The pipeline covers seven species (CTL, BFL, CML, SHP, GTS, PGS). Within each herd, animals are organised into six sex-age cohorts (FJ, FS, FA, MJ, MS, MA). These identifiers are used consistently across all modules.
The assessment period is specified in days via simulation_duration
(typically 365). Intermediate per-head-per-day variables are carried through
the cohort workflow and scaled to cohort and herd totals in the final
aggregation step.
Pipeline sequence
If
has_herd_structure = FALSE, generate herd structure withrun_demographic_herd_module; otherwise use supplied tables directly.Compute cohort weights (
run_weights_module).Summarise ration quality (
run_ration_quality_module) and merge into the cohort table.Compute energy requirements and dry matter intake (
run_metabolic_energy_req_module).Compute enteric CH4 (
run_emissions_enteric_module).Compute nitrogen balance (
run_nitrogen_balance_module).Compute manure emissions (
run_emissions_manure_module).Summarise feed production emissions (
run_emissions_ration_module) and merge into the cohort table.Compute production outputs (
run_production_module).Compute allocation (
run_allocation_module).Aggregate to herd-level results and CO2-eq (
run_aggregation_module).
All inputs containing herd_id must refer to the same herd set.
Validation blocks variables that are expected to be produced internally.
Examples
# Example 1: You do NOT have herd structure — use cohort input for herd simulation.
# Pipeline runs herd simulation first, then the rest of the pipeline.
# \donttest{
path_run_gleam_examples <- system.file("extdata/run_gleam_examples", package = "gleam")
master_chrt_lvl_no_structure_dt <- data.table::fread(file.path(
path_run_gleam_examples, "master_chrt_lvl_no_structure_data.csv"
))
master_hrd_lvl_dt <- data.table::fread(
file.path(path_run_gleam_examples, "master_hrd_lvl_data.csv")
)
feed_rations_chrt_dt <- data.table::fread(
file.path(path_run_gleam_examples, "feed_rations_share_chrt.csv")
)
feed_params_dt <- data.table::fread(system.file(
"extdata/run_gleam_examples/feed_quality.csv",
package = "gleam"
))
feed_emissions_dt <- data.table::fread(system.file(
"extdata/run_gleam_examples/feed_emission_factors.csv",
package = "gleam"
))
manure_management_system_fraction_dt <- data.table::fread(
file.path(path_run_gleam_examples, "manure_management_system_fraction.csv")
)
manure_management_system_factors_dt <- data.table::fread(
file.path(path_run_gleam_examples, "manure_management_system_factors.csv")
)
results <- run_gleam(
has_herd_structure = FALSE,
cohort_level_data = master_chrt_lvl_no_structure_dt,
herd_level_data = master_hrd_lvl_dt,
feed_rations = feed_rations_chrt_dt,
feed_params = feed_params_dt,
feed_emissions = feed_emissions_dt,
manure_management_system_fraction = manure_management_system_fraction_dt,
manure_management_system_factors = manure_management_system_factors_dt,
simulation_duration = 365
)
#>
#> ── 🕒 Running GLEAM pipeline… ──────────────────────────────────────────────────
#> 🕒 Simulating the herd structure, please wait…
#> ✔ Herd simulation complete.
#> 🕒 Calculating cohort weights, please wait…
#> ✔ Cohort weights calculation complete.
#> 🕒 Aggregating ration quality, please wait…
#> ✔ Ration quality aggregation complete.
#> 🕒 Calculating metabolic energy requirements and ration, please wait…
#> ✔ Metabolic energy requirements calculation complete.
#> 🕒 Calculating enteric methane emissions, please wait…
#> ✔ Enteric methane emissions calculation complete.
#> 🕒 Calculating nitrogen balance, please wait…
#> ✔ Nitrogen balance calculation complete.
#> 🕒 Calculating emissions from manure management systems…
#> ✔ Emissions from manure management calculation complete.
#> 🕒 Aggregating feed emissions, please wait…
#> ✔ Feed emissions aggregation complete.
#> 🕒 Calculating production (milk, fibre, meat), please wait…
#> ✔ Production cohort calculations completed.
#> 🕒 Computing allocation shares, please wait…
#> ✔ Allocation calculation complete.
#> 🕒 Aggregating results, please wait…
#> ✔ Aggregation complete.
#> ────────────────────────────────────────────────────────────────────────────────
#> ✔ GLEAM pipeline complete.
print(results$cohort_level_results)
#> Key: <herd_id, species_short, cohort_short>
#> herd_id species_short cohort_short cohort_duration_days offtake_rate
#> <int> <char> <char> <int> <num>
#> 1: 1 CTL FA 989 0.000
#> 2: 1 CTL FJ 60 0.247
#> 3: 1 CTL FS 710 0.247
#> 4: 1 CTL MA 823 0.000
#> 5: 1 CTL MJ 60 0.949
#> 6: 1 CTL MS 710 0.949
#> 7: 2 CTL FA 5000 0.000
#> 8: 2 CTL FJ 60 0.661
#> 9: 2 CTL FS 1400 0.661
#> 10: 2 CTL MA 1820 0.000
#> 11: 2 CTL MJ 60 0.783
#> 12: 2 CTL MS 1400 0.783
#> 13: 3 SHP FA 1110 0.000
#> 14: 3 SHP FJ 60 0.453
#> 15: 3 SHP FS 448 0.453
#> 16: 3 SHP MA 2090 0.000
#> 17: 3 SHP MJ 60 0.913
#> 18: 3 SHP MS 448 0.913
#> 19: 4 SHP FA 2430 0.000
#> 20: 4 SHP FJ 60 0.543
#> 21: 4 SHP FS 669 0.543
#> 22: 4 SHP MA 2680 0.000
#> 23: 4 SHP MJ 60 0.836
#> 24: 4 SHP MS 669 0.836
#> 25: 5 GTS FA 2230 0.000
#> 26: 5 GTS FJ 60 0.737
#> 27: 5 GTS FS 415 0.737
#> 28: 5 GTS MA 1540 0.000
#> 29: 5 GTS MJ 60 0.974
#> 30: 5 GTS MS 415 0.974
#> 31: 6 GTS FA 2110 0.000
#> 32: 6 GTS FJ 60 0.359
#> 33: 6 GTS FS 564 0.359
#> 34: 6 GTS MA 2600 0.000
#> 35: 6 GTS MJ 60 0.644
#> 36: 6 GTS MS 600 0.644
#> 37: 7 BFL FA 3650 0.000
#> 38: 7 BFL FJ 60 0.664
#> 39: 7 BFL FS 974 0.664
#> 40: 7 BFL MA 1170 0.000
#> 41: 7 BFL MJ 60 0.906
#> 42: 7 BFL MS 974 0.906
#> 43: 8 BFL FA 1830 0.000
#> 44: 8 BFL FJ 60 0.134
#> 45: 8 BFL FS 1400 0.134
#> 46: 8 BFL MA 2430 0.000
#> 47: 8 BFL MJ 60 0.862
#> 48: 8 BFL MS 1400 0.862
#> 49: 9 PGS FA 890 0.000
#> 50: 9 PGS FJ 27 0.948
#> 51: 9 PGS FS 359 0.948
#> 52: 9 PGS MA 890 0.000
#> 53: 9 PGS MJ 27 0.973
#> 54: 9 PGS MS 359 0.973
#> 55: 10 PGS FA 3650 0.000
#> 56: 10 PGS FJ 90 0.952
#> 57: 10 PGS FS 340 0.952
#> 58: 10 PGS MA 3650 0.000
#> 59: 10 PGS MJ 90 0.974
#> 60: 10 PGS MS 340 0.974
#> 61: 11 CML FA 5000 0.000
#> 62: 11 CML FJ 370 0.000
#> 63: 11 CML FS 2190 0.000
#> 64: 11 CML MA 5000 0.004
#> 65: 11 CML MJ 370 0.000
#> 66: 11 CML MS 2190 0.496
#> 67: 12 CML FA 5000 0.000
#> 68: 12 CML FJ 365 0.000
#> 69: 12 CML FS 1280 0.000
#> 70: 12 CML MA 5000 0.004
#> 71: 12 CML MJ 365 0.000
#> 72: 12 CML MS 1280 0.500
#> herd_id species_short cohort_short cohort_duration_days offtake_rate
#> <int> <char> <char> <int> <num>
#> death_rate high_activity_fraction low_activity_fraction cohort_stock_size
#> <num> <num> <num> <num>
#> 1: 0.0310 0.000036 1.66e-06 1.240094e+07
#> 2: 0.0670 0.000036 1.66e-06 7.023271e+05
#> 3: 0.0310 0.000036 1.66e-06 6.905753e+06
#> 4: 0.0310 0.000036 1.66e-06 1.225347e+03
#> 5: 0.0670 0.000036 1.66e-06 2.370447e+05
#> 6: 0.0310 0.000036 1.66e-06 5.271326e+04
#> 7: 0.0500 0.600000 4.65e-02 7.014573e+03
#> 8: 0.0700 0.600000 4.65e-02 2.328332e+02
#> 9: 0.0500 0.600000 4.65e-02 6.625667e+02
#> 10: 0.0500 0.600000 4.65e-02 1.612192e+03
#> 11: 0.0700 0.600000 4.65e-02 1.935859e+02
#> 12: 0.0500 0.600000 4.65e-02 2.842486e+02
#> 13: 0.0650 0.226000 1.33e-01 2.785519e+06
#> 14: 0.1710 0.226000 1.33e-01 1.476204e+05
#> 15: 0.0650 0.226000 1.33e-01 5.876920e+05
#> 16: 0.0650 0.226000 1.33e-01 1.958993e+06
#> 17: 0.1710 0.226000 1.33e-01 6.309694e+04
#> 18: 0.0650 0.226000 1.33e-01 1.707810e+04
#> 19: 0.0309 0.478000 2.18e-02 4.545825e+06
#> 20: 0.1010 0.478000 2.18e-02 1.838593e+05
#> 21: 0.0309 0.478000 2.18e-02 7.156782e+05
#> 22: 0.0309 0.478000 2.18e-02 2.303766e+06
#> 23: 0.1010 0.478000 2.18e-02 1.185504e+05
#> 24: 0.0309 0.478000 2.18e-02 1.123206e+05
#> 25: 0.0200 0.245000 1.09e-01 9.432571e+05
#> 26: 0.0500 0.245000 1.09e-01 3.447891e+04
#> 27: 0.0200 0.245000 1.09e-01 5.826126e+04
#> 28: 0.0200 0.245000 1.09e-01 2.872073e+05
#> 29: 0.0500 0.245000 1.09e-01 1.532746e+04
#> 30: 0.0200 0.245000 1.09e-01 1.467928e+03
#> 31: 0.1270 0.000000 7.50e-01 1.136264e+05
#> 32: 0.3300 0.000000 7.50e-01 9.482460e+03
#> 33: 0.1270 0.000000 7.50e-01 3.857459e+04
#> 34: 0.1270 0.000000 7.50e-01 2.016955e+04
#> 35: 0.3300 0.000000 7.50e-01 6.912891e+03
#> 36: 0.1270 0.000000 7.50e-01 1.123412e+04
#> 37: 0.0400 0.018900 1.11e-02 2.650601e+05
#> 38: 0.0800 0.018900 1.11e-02 1.018474e+04
#> 39: 0.0400 0.018900 1.11e-02 2.805708e+04
#> 40: 0.0400 0.018900 1.11e-02 2.165653e+04
#> 41: 0.0800 0.018900 1.11e-02 6.149071e+03
#> 42: 0.0400 0.018900 1.11e-02 2.892509e+03
#> 43: 0.1000 0.043100 1.57e-01 4.416865e+07
#> 44: 0.2400 0.043100 1.57e-01 2.498356e+06
#> 45: 0.1000 0.043100 1.57e-01 4.093659e+07
#> 46: 0.1000 0.043100 1.57e-01 4.598860e+06
#> 47: 0.5300 0.043100 1.57e-01 5.665933e+05
#> 48: 0.1000 0.043100 1.57e-01 3.095179e+04
#> 49: 0.0603 0.000000 0.00e+00 1.022903e+07
#> 50: 0.1300 0.000000 0.00e+00 3.152269e+06
#> 51: 0.0509 0.000000 0.00e+00 9.588819e+05
#> 52: 0.0603 0.000000 0.00e+00 9.347594e+06
#> 53: 0.1300 0.000000 0.00e+00 2.286055e+06
#> 54: 0.0516 0.000000 0.00e+00 1.261730e+05
#> 55: 0.0200 0.000000 2.00e-01 9.468841e+05
#> 56: 0.2200 0.000000 2.00e-01 2.414018e+05
#> 57: 0.0310 0.000000 2.00e-01 5.670844e+03
#> 58: 0.0200 0.000000 2.00e-01 9.117222e+05
#> 59: 0.2200 0.000000 2.00e-01 1.442343e+05
#> 60: 0.0305 0.000000 2.00e-01 8.669005e+01
#> 61: 0.0630 0.000000 1.00e+00 3.028327e+06
#> 62: 0.2800 0.000000 1.00e+00 5.567416e+05
#> 63: 0.0300 0.000000 1.00e+00 2.402478e+06
#> 64: 0.0630 0.000000 1.00e+00 4.708059e+04
#> 65: 0.2800 0.000000 1.00e+00 5.567416e+05
#> 66: 0.0300 0.000000 1.00e+00 6.186313e+05
#> 67: 0.0600 0.000000 0.00e+00 1.488909e+05
#> 68: 0.2000 0.000000 0.00e+00 5.093173e+04
#> 69: 0.0300 0.000000 0.00e+00 1.138641e+05
#> 70: 0.0600 0.000000 0.00e+00 1.460977e+04
#> 71: 0.2000 0.000000 0.00e+00 5.093173e+04
#> 72: 0.0300 0.000000 0.00e+00 5.077177e+04
#> death_rate high_activity_fraction low_activity_fraction cohort_stock_size
#> <num> <num> <num> <num>
#> offtake_heads offtake_heads_assessment live_weight_mature_stage
#> <num> <num> <num>
#> 1: 4.015397e+06 4.015397e+06 680.0
#> 2: 1.149662e+06 1.149662e+06 680.0
#> 3: 1.824891e+06 1.824891e+06 680.0
#> 4: 4.801632e+02 4.801632e+02 916.0
#> 5: 4.346241e+06 4.346241e+06 916.0
#> 6: 1.514360e+05 1.514360e+05 916.0
#> 7: 3.359382e+02 3.359382e+02 350.0
#> 8: 1.523096e+03 1.523096e+03 350.0
#> 9: 7.072882e+02 7.072882e+02 350.0
#> 10: 2.539230e+02 2.539230e+02 450.0
#> 11: 1.801334e+03 1.801334e+03 450.0
#> 12: 4.316695e+02 4.316695e+02 450.0
#> 13: 7.288965e+05 7.288965e+05 51.0
#> 14: 5.326455e+05 5.326455e+05 51.0
#> 15: 3.259743e+05 3.259743e+05 51.0
#> 16: 2.531053e+05 2.531053e+05 59.0
#> 17: 1.056444e+06 1.056444e+06 59.0
#> 18: 4.026396e+04 4.026396e+04 59.0
#> 19: 5.757908e+05 5.757908e+05 60.1
#> 20: 8.741053e+05 8.741053e+05 60.1
#> 21: 5.359769e+05 5.359769e+05 60.1
#> 22: 2.591738e+05 2.591738e+05 70.3
#> 23: 1.339239e+06 1.339239e+06 70.3
#> 24: 1.960767e+05 1.960767e+05 70.3
#> 25: 1.346210e+05 1.346210e+05 70.0
#> 26: 2.679635e+05 2.679635e+05 70.0
#> 27: 7.328718e+04 7.328718e+04 70.0
#> 28: 5.779800e+04 5.779800e+04 110.0
#> 29: 3.515418e+05 3.515418e+05 110.0
#> 30: 5.215234e+03 5.215234e+03 110.0
#> 31: 1.220205e+04 1.220205e+04 51.0
#> 32: 3.012785e+04 3.012785e+04 51.0
#> 33: 1.748756e+04 1.748756e+04 51.0
#> 34: 1.582635e+03 1.582635e+03 75.2
#> 35: 5.386447e+04 5.386447e+04 75.2
#> 36: 1.205651e+04 1.205651e+04 75.2
#> 37: 2.026641e+04 2.026641e+04 600.0
#> 38: 6.719274e+04 6.719274e+04 600.0
#> 39: 2.973843e+04 2.973843e+04 600.0
#> 40: 5.381888e+03 5.381888e+03 800.0
#> 41: 9.128747e+04 9.128747e+04 800.0
#> 42: 6.791890e+03 6.791890e+03 800.0
#> 43: 6.316267e+06 6.316267e+06 478.0
#> 44: 2.369657e+06 2.369657e+06 478.0
#> 45: 5.874583e+06 5.874583e+06 478.0
#> 46: 4.301470e+05 4.301470e+05 500.0
#> 47: 1.506559e+07 1.506559e+07 500.0
#> 48: 6.487573e+04 6.487573e+04 500.0
#> 49: 3.158829e+06 3.158829e+06 225.0
#> 50: 1.249115e+08 1.249115e+08 225.0
#> 51: 2.565339e+06 2.565339e+06 225.0
#> 52: 2.871834e+06 2.871834e+06 265.0
#> 53: 1.279131e+08 1.279131e+08 265.0
#> 54: 4.325333e+05 4.325333e+05 265.0
#> 55: 8.093874e+04 8.093874e+04 64.0
#> 56: 4.804328e+06 4.804328e+06 64.0
#> 57: 1.848447e+04 1.848447e+04 64.0
#> 58: 7.790147e+04 7.790147e+04 71.0
#> 59: 4.905532e+06 4.905532e+06 71.0
#> 60: 3.474927e+02 3.474927e+02 71.0
#> 61: 1.376734e+05 1.376734e+05 352.0
#> 62: 0.000000e+00 0.000000e+00 352.0
#> 63: 0.000000e+00 0.000000e+00 352.0
#> 64: 2.266325e+03 2.266325e+03 382.0
#> 65: 0.000000e+00 0.000000e+00 382.0
#> 66: 4.339350e+05 4.339350e+05 382.0
#> 67: 7.255222e+03 7.255222e+03 537.0
#> 68: 0.000000e+00 0.000000e+00 537.0
#> 69: 0.000000e+00 0.000000e+00 537.0
#> 70: 7.524338e+02 7.524338e+02 572.0
#> 71: 0.000000e+00 0.000000e+00 572.0
#> 72: 3.766352e+04 3.766352e+04 572.0
#> offtake_heads offtake_heads_assessment live_weight_mature_stage
#> <num> <num> <num>
#> live_weight_cohort_initial live_weight_cohort_potential_final
#> <num> <num>
#> 1: 680.00 680.0
#> 2: 41.00 250.0
#> 3: 250.00 680.0
#> 4: 916.00 916.0
#> 5: 41.00 250.0
#> 6: 250.00 916.0
#> 7: 350.00 350.0
#> 8: 14.00 220.0
#> 9: 220.00 350.0
#> 10: 450.00 450.0
#> 11: 14.00 220.0
#> 12: 220.00 450.0
#> 13: 51.00 51.0
#> 14: 4.19 30.0
#> 15: 30.00 51.0
#> 16: 59.00 59.0
#> 17: 4.19 30.0
#> 18: 30.00 59.0
#> 19: 60.10 60.1
#> 20: 5.21 35.0
#> 21: 35.00 60.1
#> 22: 70.30 70.3
#> 23: 5.21 35.0
#> 24: 35.00 70.3
#> 25: 70.00 70.0
#> 26: 3.50 15.0
#> 27: 15.00 70.0
#> 28: 110.00 110.0
#> 29: 3.50 15.0
#> 30: 15.00 110.0
#> 31: 51.00 51.0
#> 32: 3.30 14.0
#> 33: 14.00 51.0
#> 34: 75.20 75.2
#> 35: 3.30 14.0
#> 36: 14.00 75.2
#> 37: 600.00 600.0
#> 38: 38.00 130.0
#> 39: 130.00 600.0
#> 40: 800.00 800.0
#> 41: 38.00 130.0
#> 42: 130.00 800.0
#> 43: 478.00 478.0
#> 44: 32.60 110.0
#> 45: 110.00 478.0
#> 46: 500.00 500.0
#> 47: 32.60 110.0
#> 48: 110.00 500.0
#> 49: 225.00 225.0
#> 50: 1.20 7.0
#> 51: 7.00 225.0
#> 52: 265.00 265.0
#> 53: 1.20 7.0
#> 54: 7.00 265.0
#> 55: 64.00 64.0
#> 56: 1.00 6.0
#> 57: 6.00 64.0
#> 58: 71.00 71.0
#> 59: 1.00 6.0
#> 60: 6.00 71.0
#> 61: 352.00 352.0
#> 62: 28.70 120.0
#> 63: 120.00 352.0
#> 64: 382.00 382.0
#> 65: 28.70 120.0
#> 66: 120.00 382.0
#> 67: 537.00 537.0
#> 68: 32.70 150.0
#> 69: 150.00 537.0
#> 70: 572.00 572.0
#> 71: 32.70 150.0
#> 72: 150.00 572.0
#> live_weight_cohort_initial live_weight_cohort_potential_final
#> <num> <num>
#> live_weight_cohort_at_slaughter live_weight_cohort_average
#> <num> <num>
#> 1: 680.0 680.00000
#> 2: 250.0 145.50000
#> 3: 557.0 449.80950
#> 4: 916.0 916.00000
#> 5: 250.0 145.50000
#> 6: 605.0 435.43050
#> 7: 350.0 350.00000
#> 8: 220.0 117.00000
#> 9: 250.0 251.95000
#> 10: 450.0 450.00000
#> 11: 220.0 117.00000
#> 12: 250.0 256.70000
#> 13: 51.0 51.00000
#> 14: 30.0 17.09500
#> 15: 35.0 36.87600
#> 16: 59.0 59.00000
#> 17: 30.0 17.09500
#> 18: 35.0 33.54400
#> 19: 60.1 60.10000
#> 20: 35.0 20.10500
#> 21: 51.8 45.29655
#> 22: 70.3 70.30000
#> 23: 35.0 20.10500
#> 24: 55.9 46.63080
#> 25: 70.0 70.00000
#> 26: 15.0 9.25000
#> 27: 25.0 25.91750
#> 28: 110.0 110.00000
#> 29: 15.0 9.25000
#> 30: 25.0 21.10500
#> 31: 51.0 51.00000
#> 32: 14.0 8.65000
#> 33: 29.0 28.55100
#> 34: 75.2 75.20000
#> 35: 14.0 8.65000
#> 36: 29.0 29.72360
#> 37: 600.0 600.00000
#> 38: 130.0 84.00000
#> 39: 420.0 305.24000
#> 40: 800.0 800.00000
#> 41: 130.0 84.00000
#> 42: 420.0 292.86000
#> 43: 478.0 478.00000
#> 44: 110.0 71.30000
#> 45: 110.0 269.34400
#> 46: 500.0 500.00000
#> 47: 110.0 71.30000
#> 48: 110.0 136.91000
#> 49: 225.0 225.00000
#> 50: 7.0 4.10000
#> 51: 122.0 67.17800
#> 52: 265.0 265.00000
#> 53: 7.0 4.10000
#> 54: 122.0 66.43050
#> 55: 64.0 64.00000
#> 56: 6.0 3.50000
#> 57: 60.0 33.09600
#> 58: 71.0 71.00000
#> 59: 6.0 3.50000
#> 60: 60.0 33.14300
#> 61: 352.0 352.00000
#> 62: 120.0 74.35000
#> 63: 352.0 236.00000
#> 64: 382.0 382.00000
#> 65: 120.0 74.35000
#> 66: 382.0 251.00000
#> 67: 537.0 537.00000
#> 68: 150.0 91.35000
#> 69: 537.0 343.50000
#> 70: 572.0 572.00000
#> 71: 150.0 91.35000
#> 72: 572.0 361.00000
#> live_weight_cohort_at_slaughter live_weight_cohort_average
#> <num> <num>
#> live_weight_cohort_final daily_weight_gain ration_gross_energy
#> <num> <num> <num>
#> 1: 680.0000 0.00000000 18.788
#> 2: 250.0000 3.48333333 21.900
#> 3: 649.6190 0.60563380 18.788
#> 4: 916.0000 0.00000000 18.788
#> 5: 250.0000 3.48333333 21.900
#> 6: 620.8610 0.93802817 18.788
#> 7: 350.0000 0.00000000 17.850
#> 8: 220.0000 3.43333333 21.900
#> 9: 283.9000 0.09285714 17.850
#> 10: 450.0000 0.00000000 17.850
#> 11: 220.0000 3.43333333 21.900
#> 12: 293.4000 0.16428571 17.850
#> 13: 51.0000 0.00000000 18.214
#> 14: 30.0000 0.43016667 20.400
#> 15: 43.7520 0.04687500 18.214
#> 16: 59.0000 0.00000000 18.214
#> 17: 30.0000 0.43016667 20.400
#> 18: 37.0880 0.06473214 18.214
#> 19: 60.1000 0.00000000 17.929
#> 20: 35.0000 0.49650000 20.400
#> 21: 55.5931 0.03751868 17.929
#> 22: 70.3000 0.00000000 17.929
#> 23: 35.0000 0.49650000 20.400
#> 24: 58.2616 0.05276532 17.929
#> 25: 70.0000 0.00000000 18.358
#> 26: 15.0000 0.19166667 21.900
#> 27: 36.8350 0.13253012 18.358
#> 28: 110.0000 0.00000000 18.358
#> 29: 15.0000 0.19166667 21.900
#> 30: 27.2100 0.22891566 18.358
#> 31: 51.0000 0.00000000 17.850
#> 32: 14.0000 0.17833333 21.900
#> 33: 43.1020 0.06560284 17.850
#> 34: 75.2000 0.00000000 17.850
#> 35: 14.0000 0.17833333 21.900
#> 36: 45.4472 0.10200000 17.850
#> 37: 600.0000 0.00000000 18.888
#> 38: 130.0000 1.53333333 24.300
#> 39: 480.4800 0.48254620 18.888
#> 40: 800.0000 0.00000000 18.888
#> 41: 130.0000 1.53333333 24.300
#> 42: 455.7200 0.68788501 18.888
#> 43: 478.0000 0.00000000 18.245
#> 44: 110.0000 1.29000000 24.300
#> 45: 428.6880 0.26285714 18.245
#> 46: 500.0000 0.00000000 18.245
#> 47: 110.0000 1.29000000 24.300
#> 48: 163.8200 0.27857143 18.245
#> 49: 225.0000 0.00000000 18.857
#> 50: 7.0000 0.21481481 25.800
#> 51: 127.3560 0.60724234 18.857
#> 52: 265.0000 0.00000000 18.857
#> 53: 7.0000 0.21481481 25.800
#> 54: 125.8610 0.71866295 18.857
#> 55: 64.0000 0.00000000 18.236
#> 56: 6.0000 0.05555556 25.800
#> 57: 60.1920 0.17058824 18.236
#> 58: 71.0000 0.00000000 18.236
#> 59: 6.0000 0.05555556 25.800
#> 60: 60.2860 0.19117647 18.236
#> 61: 352.0000 0.00000000 18.140
#> 62: 120.0000 0.24675676 22.200
#> 63: 352.0000 0.10593607 18.140
#> 64: 382.0000 0.00000000 18.140
#> 65: 120.0000 0.24675676 22.200
#> 66: 382.0000 0.11963470 18.140
#> 67: 537.0000 0.00000000 18.116
#> 68: 150.0000 0.32136986 22.200
#> 69: 537.0000 0.30234375 18.116
#> 70: 572.0000 0.00000000 18.116
#> 71: 150.0000 0.32136986 22.200
#> 72: 572.0000 0.32968750 18.116
#> live_weight_cohort_final daily_weight_gain ration_gross_energy
#> <num> <num> <num>
#> ration_metabolizable_energy ration_nitrogen ration_digestibility_fraction
#> <num> <num> <num>
#> 1: 10.9430 0.0210060 0.7095322
#> 2: 20.4000 0.0411000 0.9726027
#> 3: 10.9430 0.0210060 0.7095322
#> 4: 10.9430 0.0210060 0.7095322
#> 5: 20.4000 0.0411000 0.9726027
#> 6: 10.9430 0.0210060 0.7095322
#> 7: 8.1062 0.0164160 0.5721907
#> 8: 20.4000 0.0411000 0.9726027
#> 9: 8.1062 0.0164160 0.5721907
#> 10: 8.1062 0.0164160 0.5721907
#> 11: 20.4000 0.0411000 0.9726027
#> 12: 8.1062 0.0164160 0.5721907
#> 13: 9.4792 0.0200758 0.6428824
#> 14: 19.0000 0.0486000 0.9705882
#> 15: 9.4792 0.0200758 0.6428824
#> 16: 9.4792 0.0200758 0.6428824
#> 17: 19.0000 0.0486000 0.9705882
#> 18: 9.4792 0.0200758 0.6428824
#> 19: 8.0304 0.0168610 0.5634958
#> 20: 19.0000 0.0486000 0.9705882
#> 21: 8.0304 0.0168610 0.5634958
#> 22: 8.0304 0.0168610 0.5634958
#> 23: 19.0000 0.0486000 0.9705882
#> 24: 8.0304 0.0168610 0.5634958
#> 25: 10.1050 0.0269400 0.6849606
#> 26: 20.4000 0.0411000 0.9726027
#> 27: 10.1050 0.0269400 0.6849606
#> 28: 10.1050 0.0269400 0.6849606
#> 29: 20.4000 0.0411000 0.9726027
#> 30: 10.1050 0.0269400 0.6849606
#> 31: 7.9100 0.0156500 0.5580566
#> 32: 20.4000 0.0411000 0.9726027
#> 33: 7.9100 0.0156500 0.5580566
#> 34: 7.9100 0.0156500 0.5580566
#> 35: 20.4000 0.0411000 0.9726027
#> 36: 7.9100 0.0156500 0.5580566
#> 37: 10.5940 0.0205852 0.6843249
#> 38: 22.6000 0.0445000 0.9711934
#> 39: 10.5940 0.0205852 0.6843249
#> 40: 10.5940 0.0205852 0.6843249
#> 41: 22.6000 0.0445000 0.9711934
#> 42: 10.5940 0.0205852 0.6843249
#> 43: 7.9301 0.0144556 0.5362405
#> 44: 22.6000 0.0445000 0.9711934
#> 45: 7.9301 0.0144556 0.5362405
#> 46: 7.9301 0.0144556 0.5362405
#> 47: 22.6000 0.0445000 0.9711934
#> 48: 7.9301 0.0144556 0.5362405
#> 49: 14.1850 0.0349430 0.7902968
#> 50: 24.1000 0.0468000 0.9728682
#> 51: 14.1850 0.0349430 0.7902968
#> 52: 14.1850 0.0349430 0.7902968
#> 53: 24.1000 0.0468000 0.9728682
#> 54: 14.1850 0.0349430 0.7902968
#> 55: 9.2350 0.0234152 0.5495364
#> 56: 24.1000 0.0468000 0.9728682
#> 57: 9.2350 0.0234152 0.5495364
#> 58: 9.2350 0.0234152 0.5495364
#> 59: 24.1000 0.0468000 0.9728682
#> 60: 9.2350 0.0234152 0.5495364
#> 61: 8.8456 0.0217400 0.6131448
#> 62: 20.7000 0.0400000 0.9729730
#> 63: 8.8456 0.0217400 0.6131448
#> 64: 8.8456 0.0217400 0.6131448
#> 65: 20.7000 0.0400000 0.9729730
#> 66: 8.8456 0.0217400 0.6131448
#> 67: 8.6922 0.0176120 0.5968941
#> 68: 20.7000 0.0400000 0.9729730
#> 69: 8.6922 0.0176120 0.5968941
#> 70: 8.6922 0.0176120 0.5968941
#> 71: 20.7000 0.0400000 0.9729730
#> 72: 8.6922 0.0176120 0.5968941
#> ration_metabolizable_energy ration_nitrogen ration_digestibility_fraction
#> <num> <num> <num>
#> ration_urinary_energy_fraction ration_ash metabolic_energy_req_maintenance
#> <num> <num> <num>
#> 1: 0.128390 0.04 46.287258
#> 2: 0.041100 0.04 13.489726
#> 3: 0.128390 0.04 31.450484
#> 4: 0.128390 0.04 61.606045
#> 5: 0.041100 0.04 13.489726
#> 6: 0.128390 0.04 30.926747
#> 7: 0.118280 0.04 26.055950
#> 8: 0.041100 0.04 11.455005
#> 9: 0.118280 0.04 20.362994
#> 10: 0.118280 0.04 36.150234
#> 11: 0.041100 0.04 11.455005
#> 12: 0.118280 0.04 21.318239
#> 13: 0.122634 0.04 4.141306
#> 14: 0.039200 0.04 1.984101
#> 15: 0.122634 0.04 3.451551
#> 16: 0.122634 0.04 5.312471
#> 17: 0.039200 0.04 2.009994
#> 18: 0.122634 0.04 3.256855
#> 19: 0.116220 0.04 4.683986
#> 20: 0.039200 0.04 2.240733
#> 21: 0.116220 0.04 3.954959
#> 22: 0.116220 0.04 6.058625
#> 23: 0.039200 0.04 2.295855
#> 24: 0.116220 0.04 4.141448
#> 25: 0.136150 0.04 7.623143
#> 26: 0.041100 0.04 1.670771
#> 27: 0.136150 0.04 3.618307
#> 28: 0.136150 0.04 10.699293
#> 29: 0.041100 0.04 1.670771
#> 30: 0.136150 0.04 3.101698
#> 31: 0.115000 0.04 6.011574
#> 32: 0.041100 0.04 1.588812
#> 33: 0.115000 0.04 3.890689
#> 34: 0.115000 0.04 8.044035
#> 35: 0.041100 0.04 1.588812
#> 36: 0.115000 0.04 4.009928
#> 37: 0.124646 0.04 41.751932
#> 38: 0.041200 0.04 8.934399
#> 39: 0.124646 0.04 23.514565
#> 40: 0.124646 0.04 55.656926
#> 41: 0.041200 0.04 8.934399
#> 42: 0.124646 0.04 23.115016
#> 43: 0.103938 0.04 35.207409
#> 44: 0.041200 0.04 7.900835
#> 45: 0.103938 0.04 21.408505
#> 46: 0.103938 0.04 39.122737
#> 47: 0.041200 0.04 7.900835
#> 48: 0.103938 0.04 13.153025
#> 49: 0.034718 0.04 25.765022
#> 50: 0.038800 0.04 1.277855
#> 51: 0.034718 0.04 10.406721
#> 52: 0.034718 0.04 29.129165
#> 53: 0.038800 0.04 1.277855
#> 54: 0.034718 0.04 10.319752
#> 55: 0.046149 0.04 10.035259
#> 56: 0.038800 0.04 1.134866
#> 57: 0.046149 0.04 6.119631
#> 58: 0.046149 0.04 10.847693
#> 59: 0.038800 0.04 1.134866
#> 60: 0.046149 0.04 6.126148
#> 61: 0.127710 0.04 35.350556
#> 62: 0.040500 0.04 11.014125
#> 63: 0.127710 0.04 26.192277
#> 64: 0.127710 0.04 37.586923
#> 65: 0.040500 0.04 11.014125
#> 66: 0.127710 0.04 27.431184
#> 67: 0.117380 0.04 48.525495
#> 68: 0.040500 0.04 12.853478
#> 69: 0.117380 0.04 34.708378
#> 70: 0.117380 0.04 50.878732
#> 71: 0.040500 0.04 12.853478
#> 72: 0.117380 0.04 36.026300
#> ration_urinary_energy_fraction ration_ash metabolic_energy_req_maintenance
#> <num> <num> <num>
#> metabolic_energy_req_activity metabolic_energy_req_growth
#> <num> <num>
#> 1: 0.0006129451 0.0000000
#> 2: 0.0001786336 32.1983739
#> 3: 0.0004164736 11.0147361
#> 4: 0.0008157996 0.0000000
#> 5: 0.0001786336 21.6175258
#> 6: 0.0004095382 11.6627279
#> 7: 5.8340573879 0.0000000
#> 8: 2.5648328054 44.2862193
#> 9: 4.5593762810 1.5001268
#> 10: 8.0942180800 0.0000000
#> 11: 2.5648328054 30.0531238
#> 12: 4.7732602371 1.9304217
#> 13: 0.3492021000 0.0000000
#> 14: 0.1170511745 4.2125146
#> 15: 0.2524936596 0.5738452
#> 16: 0.4039789000 0.0000000
#> 17: 0.1170511745 4.1940037
#> 18: 0.2296791224 0.2382126
#> 19: 0.7034861260 0.0000000
#> 20: 0.2353342523 5.5346096
#> 21: 0.5302078949 0.6920835
#> 22: 0.8228797780 0.0000000
#> 23: 0.2353342523 5.2732851
#> 24: 0.5458256380 0.6689772
#> 25: 0.5565700000 0.0000000
#> 26: 0.0735467500 1.5433958
#> 27: 0.2060700425 0.7130719
#> 28: 0.8746100000 0.0000000
#> 29: 0.0735467500 1.5433958
#> 30: 0.1678058550 0.3520202
#> 31: 0.7267500000 0.0000000
#> 32: 0.1232625000 1.4007192
#> 33: 0.4068517500 0.7441562
#> 34: 1.0716000000 0.0000000
#> 35: 0.1232625000 1.4007192
#> 36: 0.4235613000 0.7761582
#> 37: 0.3628660444 0.0000000
#> 38: 0.0776488604 9.5222412
#> 39: 0.2043650874 7.0503332
#> 40: 0.4837143419 0.0000000
#> 41: 0.0776488604 6.4015613
#> 42: 0.2008926005 6.7792718
#> 43: 1.4859639036 0.0000000
#> 44: 0.3334626627 8.2615771
#> 45: 0.9035673831 3.9092368
#> 46: 1.6512142272 0.0000000
#> 47: 0.3334626627 6.6199666
#> 48: 0.5551365857 2.0097569
#> 49: 0.0000000000 0.0000000
#> 50: 0.0000000000 5.2731667
#> 51: 0.0000000000 14.9062813
#> 52: 0.0000000000 0.0000000
#> 53: 0.0000000000 5.2731667
#> 54: 0.0000000000 17.6413788
#> 55: 0.2508814860 0.0000000
#> 56: 0.0283716547 1.3637500
#> 57: 0.1529907817 4.1875147
#> 58: 0.2711923250 0.0000000
#> 59: 0.0283716547 1.3637500
#> 60: 0.1531537008 4.6929044
#> 61: 3.5350556465 0.0000000
#> 62: 1.1014124635 10.1663784
#> 63: 2.6192277250 4.3645662
#> 64: 3.7586923421 0.0000000
#> 65: 1.1014124635 10.1663784
#> 66: 2.7431183671 4.9289498
#> 67: 0.0000000000 0.0000000
#> 68: 0.0000000000 13.2404384
#> 69: 0.0000000000 12.4565625
#> 70: 0.0000000000 0.0000000
#> 71: 0.0000000000 13.2404384
#> 72: 0.0000000000 13.5831250
#> metabolic_energy_req_activity metabolic_energy_req_growth
#> <num> <num>
#> metabolic_energy_req_lactation metabolic_energy_req_work
#> <num> <num>
#> 1: 39.6787123 0.0000000
#> 2: 0.0000000 0.0000000
#> 3: 0.0000000 0.0000000
#> 4: 0.0000000 0.0000000
#> 5: 0.0000000 0.0000000
#> 6: 0.0000000 0.0000000
#> 7: 2.8373819 0.0000000
#> 8: 0.0000000 0.0000000
#> 9: 0.0000000 0.0000000
#> 10: 0.0000000 0.7953051
#> 11: 0.0000000 0.0000000
#> 12: 0.0000000 0.0000000
#> 13: 1.8050967 0.0000000
#> 14: 0.0000000 0.0000000
#> 15: 0.0000000 0.0000000
#> 16: 0.0000000 0.0000000
#> 17: 0.0000000 0.0000000
#> 18: 0.0000000 0.0000000
#> 19: 1.3984977 0.0000000
#> 20: 0.0000000 0.0000000
#> 21: 0.0000000 0.0000000
#> 22: 0.0000000 0.0000000
#> 23: 0.0000000 0.0000000
#> 24: 0.0000000 0.0000000
#> 25: 1.5935342 0.0000000
#> 26: 0.0000000 0.0000000
#> 27: 0.0000000 0.0000000
#> 28: 0.0000000 0.0000000
#> 29: 0.0000000 0.0000000
#> 30: 0.0000000 0.0000000
#> 31: 0.6802562 0.0000000
#> 32: 0.0000000 0.0000000
#> 33: 0.0000000 0.0000000
#> 34: 0.0000000 0.0000000
#> 35: 0.0000000 0.0000000
#> 36: 0.0000000 0.0000000
#> 37: 8.6751646 0.0000000
#> 38: 0.0000000 0.0000000
#> 39: 0.0000000 0.0000000
#> 40: 0.0000000 0.0000000
#> 41: 0.0000000 0.0000000
#> 42: 0.0000000 0.0000000
#> 43: 11.4940320 0.0000000
#> 44: 0.0000000 0.0000000
#> 45: 0.0000000 0.0000000
#> 46: 0.0000000 1.7214004
#> 47: 0.0000000 0.0000000
#> 48: 0.0000000 0.0000000
#> 49: 8.4025534 0.0000000
#> 50: 0.0000000 0.0000000
#> 51: 0.0000000 0.0000000
#> 52: 0.0000000 0.0000000
#> 53: 0.0000000 0.0000000
#> 54: 0.0000000 0.0000000
#> 55: 1.4307671 0.0000000
#> 56: 0.0000000 0.0000000
#> 57: 0.0000000 0.0000000
#> 58: 0.0000000 0.0000000
#> 59: 0.0000000 0.0000000
#> 60: 0.0000000 0.0000000
#> 61: 7.2678721 0.0000000
#> 62: 0.0000000 0.0000000
#> 63: 0.0000000 0.0000000
#> 64: 0.0000000 0.8000000
#> 65: 0.0000000 0.0000000
#> 66: 0.0000000 0.0000000
#> 67: 17.2664699 0.0000000
#> 68: 0.0000000 0.0000000
#> 69: 0.0000000 0.0000000
#> 70: 0.0000000 0.8000000
#> 71: 0.0000000 0.0000000
#> 72: 0.0000000 0.0000000
#> metabolic_energy_req_lactation metabolic_energy_req_work
#> <num> <num>
#> metabolic_energy_req_fibre_production metabolic_energy_req_pregnancy
#> <num> <num>
#> 1: 0.00000000 2.87107813
#> 2: 0.00000000 0.00000000
#> 3: 0.00000000 0.94395307
#> 4: 0.00000000 0.00000000
#> 5: 0.00000000 0.00000000
#> 6: 0.00000000 0.00000000
#> 7: 0.00000000 1.38183624
#> 8: 0.00000000 0.00000000
#> 9: 0.00000000 0.13954033
#> 10: 0.00000000 0.00000000
#> 11: 0.00000000 0.00000000
#> 12: 0.00000000 0.00000000
#> 13: 0.09863014 0.12349852
#> 14: 0.00000000 0.00000000
#> 15: 0.09863014 0.04932396
#> 16: 0.09863014 0.00000000
#> 17: 0.00000000 0.00000000
#> 18: 0.09863014 0.00000000
#> 19: 0.16438356 0.11189568
#> 20: 0.00000000 0.00000000
#> 21: 0.16438356 0.03162033
#> 22: 0.16438356 0.00000000
#> 23: 0.00000000 0.00000000
#> 24: 0.16438356 0.00000000
#> 25: 0.11835616 0.19780490
#> 26: 0.00000000 0.00000000
#> 27: 0.11835616 0.02648470
#> 28: 0.11835616 0.00000000
#> 29: 0.00000000 0.00000000
#> 30: 0.11835616 0.00000000
#> 31: 0.04931507 0.25022064
#> 32: 0.00000000 0.00000000
#> 33: 0.04931507 0.05107254
#> 34: 0.04931507 0.00000000
#> 35: 0.00000000 0.00000000
#> 36: 0.04931507 0.00000000
#> 37: 0.00000000 2.83684363
#> 38: 0.00000000 0.00000000
#> 39: 0.00000000 0.25146582
#> 40: 0.00000000 0.00000000
#> 41: 0.00000000 0.00000000
#> 42: 0.00000000 0.00000000
#> 43: 0.00000000 2.49683228
#> 44: 0.00000000 0.00000000
#> 45: 0.00000000 0.41052338
#> 46: 0.00000000 0.00000000
#> 47: 0.00000000 0.00000000
#> 48: 0.00000000 0.00000000
#> 49: 0.00000000 1.48558190
#> 50: 0.00000000 0.00000000
#> 51: 0.00000000 0.03369747
#> 52: 0.00000000 0.00000000
#> 53: 0.00000000 0.00000000
#> 54: 0.00000000 0.00000000
#> 55: 0.00000000 0.52907566
#> 56: 0.00000000 0.00000000
#> 57: 0.00000000 0.01703001
#> 58: 0.00000000 0.00000000
#> 59: 0.00000000 0.00000000
#> 60: 0.00000000 0.00000000
#> 61: 0.15291494 1.82408871
#> 62: 0.00000000 0.00000000
#> 63: 0.15291494 0.55972538
#> 64: 0.15291494 0.00000000
#> 65: 0.00000000 0.00000000
#> 66: 0.15291494 0.00000000
#> 67: 0.15291494 4.83313927
#> 68: 0.00000000 0.00000000
#> 69: 0.15291494 1.26902505
#> 70: 0.15291494 0.00000000
#> 71: 0.00000000 0.00000000
#> 72: 0.15291494 0.00000000
#> metabolic_energy_req_fibre_production metabolic_energy_req_pregnancy
#> <num> <num>
#> net_energy_maintenance_digestible_energy_ratio
#> <num>
#> 1: 0.5313640
#> 2: 0.5703707
#> 3: 0.5313640
#> 4: 0.5313640
#> 5: 0.5703707
#> 6: 0.5313640
#> 7: 0.4818171
#> 8: 0.5703707
#> 9: 0.4818171
#> 10: 0.4818171
#> 11: 0.5703707
#> 12: 0.4818171
#> 13: 0.5113743
#> 14: 0.5702122
#> 15: 0.5113743
#> 16: 0.5113743
#> 17: 0.5702122
#> 18: 0.5113743
#> 19: 0.4774136
#> 20: 0.5702122
#> 21: 0.4774136
#> 22: 0.4774136
#> 23: 0.5702122
#> 24: 0.4774136
#> 25: 0.5247185
#> 26: 0.5703707
#> 27: 0.5247185
#> 28: 0.5247185
#> 29: 0.5703707
#> 30: 0.5247185
#> 31: 0.4745590
#> 32: 0.5703707
#> 33: 0.4745590
#> 34: 0.4745590
#> 35: 0.5703707
#> 36: 0.4745590
#> 37: 0.5245362
#> 38: 0.5702600
#> 39: 0.5245362
#> 40: 0.5245362
#> 41: 0.5702600
#> 42: 0.5245362
#> 43: 0.4622809
#> 44: 0.5702600
#> 45: 0.4622809
#> 46: 0.4622809
#> 47: 0.5702600
#> 48: 0.4622809
#> 49: NA
#> 50: NA
#> 51: NA
#> 52: NA
#> 53: NA
#> 54: NA
#> 55: NA
#> 56: NA
#> 57: NA
#> 58: NA
#> 59: NA
#> 60: NA
#> 61: NA
#> 62: NA
#> 63: NA
#> 64: NA
#> 65: NA
#> 66: NA
#> 67: NA
#> 68: NA
#> 69: NA
#> 70: NA
#> 71: NA
#> 72: NA
#> net_energy_maintenance_digestible_energy_ratio
#> <num>
#> net_energy_growth_digestible_energy_ratio metabolic_energy_req_total
#> <num> <num>
#> 1: 0.3366230 235.631255
#> 2: 0.4013328 106.805914
#> 3: 0.3366230 132.040173
#> 4: 0.3366230 163.404819
#> 5: 0.4013328 79.698986
#> 6: 0.3366230 130.860305
#> 7: 0.2579456 130.977044
#> 8: 0.4013328 138.728872
#> 9: 0.2579456 101.069589
#> 10: 0.2579456 163.370281
#> 11: 0.4013328 102.265302
#> 12: 0.2579456 107.719552
#> 13: 0.3045771 20.029290
#> 14: 0.4010622 14.618203
#> 15: 0.3045771 14.851340
#> 16: 0.3045771 17.891964
#> 17: 0.4010622 14.617434
#> 18: 0.3045771 12.325590
#> 19: 0.2510549 26.802645
#> 20: 0.4010622 18.692005
#> 21: 0.2510549 22.843874
#> 22: 0.2510549 26.741829
#> 23: 0.4010622 18.120278
#> 24: 0.2510549 23.314269
#> 25: 0.3259111 28.272900
#> 26: 0.4013328 7.098369
#> 27: 0.3259111 14.438782
#> 28: 0.3259111 32.732552
#> 29: 0.4013328 7.098369
#> 30: 0.3259111 11.203905
#> 31: 0.2465946 29.315720
#> 32: 0.4013328 6.674726
#> 33: 0.2465946 22.186279
#> 34: 0.2465946 34.778960
#> 35: 0.4013328 6.674726
#> 36: 0.2465946 22.739320
#> 37: 0.3256180 149.397791
#> 38: 0.4011437 40.713963
#> 39: 0.3256180 98.418797
#> 40: 0.3256180 156.401027
#> 41: 0.4011437 32.703761
#> 42: 0.3256180 95.379015
#> 43: 0.2274637 204.459533
#> 44: 0.4011437 36.073770
#> 45: 0.2274637 123.712077
#> 46: 0.2274637 171.425678
#> 47: 0.4011437 31.860062
#> 48: 0.2274637 71.775302
#> 49: NA 35.653157
#> 50: NA 6.551021
#> 51: NA 25.346700
#> 52: NA 29.129165
#> 53: NA 6.551021
#> 54: NA 27.961131
#> 55: NA 12.245984
#> 56: NA 2.526988
#> 57: NA 10.477167
#> 58: NA 11.118885
#> 59: NA 2.526988
#> 60: NA 10.972206
#> 61: NA 48.130488
#> 62: NA 22.281915
#> 63: NA 33.888712
#> 64: NA 42.298531
#> 65: NA 22.281915
#> 66: NA 35.256167
#> 67: NA 70.778019
#> 68: NA 26.093917
#> 69: NA 48.586880
#> 70: NA 51.831647
#> 71: NA 26.093917
#> 72: NA 49.762340
#> net_energy_growth_digestible_energy_ratio metabolic_energy_req_total
#> <num> <num>
#> ration_intake ch4_mitigation_factor ch4_conversion_factor_ym ch4_enteric
#> <num> <num> <num> <num>
#> 1: 12.5415826 1 6.202339 0.262617234
#> 2: 4.8769824 1 0.000000 0.000000000
#> 3: 7.0278994 1 6.202339 0.147162248
#> 4: 8.6972972 1 6.202339 0.182118970
#> 5: 3.6392231 1 0.000000 0.000000000
#> 6: 6.9651003 1 6.202339 0.145847253
#> 7: 7.3376495 1 6.889047 0.162139616
#> 8: 6.3346517 1 0.000000 0.000000000
#> 9: 5.6621619 1 6.889047 0.125116462
#> 10: 9.1523967 1 6.889047 0.202239978
#> 11: 4.6696485 1 0.000000 0.000000000
#> 12: 6.0347088 1 6.889047 0.133348610
#> 13: 1.0996646 1 6.535588 0.023522585
#> 14: 0.7165786 1 0.000000 0.000000000
#> 15: 0.8153805 1 4.535588 0.012104143
#> 16: 0.9823193 1 6.535588 0.021012489
#> 17: 0.7165409 1 0.000000 0.000000000
#> 18: 0.6767097 1 4.535588 0.010045606
#> 19: 1.4949325 1 6.932521 0.033389020
#> 20: 0.9162748 1 0.000000 0.000000000
#> 21: 1.2741298 1 4.932521 0.020247598
#> 22: 1.4915405 1 6.932521 0.033313259
#> 23: 0.8882489 1 0.000000 0.000000000
#> 24: 1.3003664 1 4.932521 0.020664532
#> 25: 1.5400861 1 6.325197 0.032135069
#> 26: 0.3241264 1 0.000000 0.000000000
#> 27: 0.7865117 1 4.325197 0.011222026
#> 28: 1.7830130 1 6.325197 0.037203924
#> 29: 0.3241264 1 0.000000 0.000000000
#> 30: 0.6103009 1 4.325197 0.008707834
#> 31: 1.6423373 1 6.959717 0.036662913
#> 32: 0.3047820 1 0.000000 0.000000000
#> 33: 1.2429288 1 4.959717 0.019773165
#> 34: 1.9484011 1 6.959717 0.043495366
#> 35: 0.3047820 1 0.000000 0.000000000
#> 36: 1.2739115 1 4.959717 0.020266054
#> 37: 7.9096670 1 6.328376 0.169891346
#> 38: 1.6754717 1 0.000000 0.000000000
#> 39: 5.2106521 1 6.328376 0.111919339
#> 40: 8.2804440 1 6.328376 0.177855247
#> 41: 1.3458338 1 0.000000 0.000000000
#> 42: 5.0497149 1 6.328376 0.108462576
#> 43: 11.2063323 1 7.068798 0.259709441
#> 44: 1.4845173 1 0.000000 0.000000000
#> 45: 6.7806016 1 7.068798 0.157142070
#> 46: 9.3957620 1 7.068798 0.217749039
#> 47: 1.3111137 1 0.000000 0.000000000
#> 48: 3.9339711 1 7.068798 0.091170723
#> 49: 2.5134407 1 1.010000 0.008601961
#> 50: 0.2718266 1 0.000000 0.000000000
#> 51: 1.7868664 1 0.390000 0.002361370
#> 52: 2.0535188 1 1.010000 0.007027931
#> 53: 0.2718266 1 0.000000 0.000000000
#> 54: 1.9711760 1 0.390000 0.002604938
#> 55: 1.3260405 1 1.010000 0.004388767
#> 56: 0.1048543 1 0.000000 0.000000000
#> 57: 1.1345064 1 0.390000 0.001449893
#> 58: 1.2039941 1 1.010000 0.003984833
#> 59: 0.1048543 1 0.000000 0.000000000
#> 60: 1.1881111 1 0.390000 0.001518400
#> 61: 5.4411784 1 6.684276 0.118554889
#> 62: 1.0764210 1 0.000000 0.000000000
#> 63: 3.8311377 1 4.684276 0.058498182
#> 64: 4.7818724 1 6.684276 0.104189628
#> 65: 1.0764210 1 0.000000 0.000000000
#> 66: 3.9857293 1 4.684276 0.060858662
#> 67: 8.1427048 1 6.765529 0.179336060
#> 68: 1.2605757 1 0.000000 0.000000000
#> 69: 5.5897103 1 4.765529 0.086715674
#> 70: 5.9630067 1 6.765529 0.131330086
#> 71: 1.2605757 1 0.000000 0.000000000
#> 72: 5.7249419 1 4.765529 0.088813581
#> ration_intake ch4_mitigation_factor ch4_conversion_factor_ym ch4_enteric
#> <num> <num> <num> <num>
#> nitrogen_intake nitrogen_retention nitrogen_excretion volatile_solids
#> <num> <num> <num> <num>
#> 1: 0.26344849 0.1383840000 0.125064485 5.04301398
#> 2: 0.20044398 0.1135566667 0.086887309 0.32069753
#> 3: 0.14762805 0.0197436620 0.127884392 2.82594276
#> 4: 0.18269542 0.0000000000 0.182695424 3.49721342
#> 5: 0.14957207 0.1135566667 0.036015403 0.23930574
#> 6: 0.14630890 0.0305797183 0.115729179 2.80069105
#> 7: 0.12045485 0.0000000000 0.120454855 3.84673157
#> 8: 0.26035419 0.1119266667 0.148427519 0.41655004
#> 9: 0.09295005 0.0030271429 0.089922906 2.96836428
#> 10: 0.15024574 0.0000000000 0.150245744 4.79810504
#> 11: 0.19192255 0.1119266667 0.079995887 0.30706380
#> 12: 0.09906578 0.0053557143 0.093710066 3.16367044
#> 13: 0.02207665 0.0025180449 0.019558601 0.50646315
#> 14: 0.03482572 0.0111843333 0.023641386 0.04719909
#> 15: 0.01636942 0.0017694349 0.014599981 0.37553286
#> 16: 0.01972085 0.0005506849 0.019170161 0.45241844
#> 17: 0.03482389 0.0111843333 0.023639555 0.04719661
#> 18: 0.01358549 0.0022337206 0.011351767 0.31166642
#> 19: 0.02520606 0.0009178082 0.024288249 0.79323391
#> 20: 0.04453095 0.0129090000 0.031621953 0.06035254
#> 21: 0.02148310 0.0018932940 0.019589809 0.67607266
#> 22: 0.02514886 0.0009178082 0.024231055 0.79143404
#> 23: 0.04316890 0.0129090000 0.030259897 0.05850655
#> 24: 0.02192548 0.0022897066 0.019635771 0.68999418
#> 25: 0.04148992 0.0079504219 0.033539497 0.66707566
#> 26: 0.01332160 0.0049833333 0.008338262 0.02131370
#> 27: 0.02118863 0.0041066051 0.017082021 0.34067111
#> 28: 0.04803437 0.0006608219 0.047373547 0.77229744
#> 29: 0.01332160 0.0049833333 0.008338262 0.02131370
#> 30: 0.01644151 0.0066126291 0.009828878 0.26434685
#> 31: 0.02570258 0.0002753425 0.025427236 0.87810131
#> 32: 0.01252654 0.0046366667 0.007889874 0.02004166
#> 33: 0.01945184 0.0019810162 0.017470819 0.66455132
#> 34: 0.03049248 0.0002753425 0.030217135 1.04174313
#> 35: 0.01252654 0.0046366667 0.007889874 0.02004166
#> 36: 0.01993671 0.0029273425 0.017009372 0.68111670
#> 37: 0.16282208 0.0172979200 0.145524158 3.34348177
#> 38: 0.07455849 0.0499866667 0.024571825 0.11260229
#> 39: 0.10726232 0.0157310062 0.091531310 2.20258581
#> 40: 0.17045460 0.0000000000 0.170454596 3.50021228
#> 41: 0.05988960 0.0499866667 0.009902936 0.09044854
#> 42: 0.10394939 0.0224250513 0.081524340 2.13455632
#> 43: 0.16199426 0.0285040000 0.133490257 6.10733458
#> 44: 0.06606102 0.0420540000 0.024007018 0.09976894
#> 45: 0.09801766 0.0085691429 0.089448522 3.69535738
#> 46: 0.13582138 0.0000000000 0.135821377 5.12059259
#> 47: 0.05834456 0.0420540000 0.016290558 0.08811513
#> 48: 0.05686791 0.0090814286 0.047786484 2.14397332
#> 49: 0.08782716 0.0153361812 0.072490979 0.58976477
#> 50: 0.01272149 0.0053703704 0.007351115 0.01720513
#> 51: 0.06243847 0.0156220503 0.046816423 0.41927818
#> 52: 0.07175611 0.0000000000 0.071756108 0.48184667
#> 53: 0.01272149 0.0053703704 0.007351115 0.01720513
#> 54: 0.06887880 0.0179665738 0.050912228 0.46252538
#> 55: 0.03104950 0.0046810176 0.026368485 0.63218727
#> 56: 0.00490718 0.0013888889 0.003518291 0.00663670
#> 57: 0.02656469 0.0044659064 0.022098788 0.54087378
#> 58: 0.02819176 0.0000000000 0.028191762 0.57400189
#> 59: 0.00490718 0.0013888889 0.003518291 0.00663670
#> 60: 0.02781986 0.0047794118 0.023040448 0.56642972
#> 61: 0.11829122 0.0237191233 0.094572096 2.68784762
#> 62: 0.04305684 0.0064156757 0.036641166 0.06978001
#> 63: 0.08328893 0.0031214612 0.080167472 1.89251546
#> 64: 0.10395791 0.0003671233 0.103590783 2.36216191
#> 65: 0.04305684 0.0064156757 0.036641166 0.06978001
#> 66: 0.08664975 0.0034776256 0.083172129 1.96888102
#> 67: 0.14340932 0.0547991233 0.088610194 4.06863644
#> 68: 0.05042303 0.0083556164 0.042067411 0.08171801
#> 69: 0.09844598 0.0082280608 0.090217917 2.79299073
#> 70: 0.10502047 0.0003671233 0.104653351 2.97951441
#> 71: 0.05042303 0.0083556164 0.042067411 0.08171801
#> 72: 0.10082768 0.0089389983 0.091888678 2.86056140
#> nitrogen_intake nitrogen_retention nitrogen_excretion volatile_solids
#> <num> <num> <num> <num>
#> ch4_manure_pasture ch4_manure_burned ch4_manure_other ch4_manure_all_noburn
#> <num> <num> <num> <num>
#> 1: 0.000000e+00 0.0000000000 1.575611e-01 1.575611e-01
#> 2: 0.000000e+00 0.0000000000 1.001969e-02 1.001969e-02
#> 3: 0.000000e+00 0.0000000000 8.829217e-02 8.829217e-02
#> 4: 0.000000e+00 0.0000000000 1.092650e-01 1.092650e-01
#> 5: 0.000000e+00 0.0000000000 7.476735e-03 7.476735e-03
#> 6: 0.000000e+00 0.0000000000 8.750322e-02 8.750322e-02
#> 7: 1.380923e-03 0.0033505032 3.015453e-03 4.396376e-03
#> 8: 1.495356e-04 0.0003628151 3.265336e-04 4.760692e-04
#> 9: 1.065601e-03 0.0025854453 2.326901e-03 3.392502e-03
#> 10: 1.722453e-03 0.0041791495 3.761235e-03 5.483687e-03
#> 11: 1.102316e-04 0.0002674526 2.407073e-04 3.509389e-04
#> 12: 1.135713e-03 0.0027555570 2.480001e-03 3.615715e-03
#> 13: 1.212088e-04 0.0000000000 7.092004e-04 8.304091e-04
#> 14: 1.129588e-05 0.0000000000 6.609289e-05 7.738877e-05
#> 15: 8.987403e-05 0.0000000000 5.258587e-04 6.157327e-04
#> 16: 1.082746e-04 0.0000000000 6.335215e-04 7.417961e-04
#> 17: 1.129528e-05 0.0000000000 6.608941e-05 7.738470e-05
#> 18: 7.458925e-05 0.0000000000 4.364265e-04 5.110157e-04
#> 19: 2.372999e-04 0.0000000000 5.181801e-04 7.554799e-04
#> 20: 1.805476e-05 0.0000000000 3.942530e-05 5.748006e-05
#> 21: 2.022505e-04 0.0000000000 4.416445e-04 6.438950e-04
#> 22: 2.367615e-04 0.0000000000 5.170043e-04 7.537657e-04
#> 23: 1.750253e-05 0.0000000000 3.821941e-05 5.572193e-05
#> 24: 2.064152e-04 0.0000000000 4.507387e-04 6.571539e-04
#> 25: 1.596472e-04 0.0000000000 8.849426e-04 1.044590e-03
#> 26: 5.100880e-06 0.0000000000 2.827476e-05 3.337564e-05
#> 27: 8.153077e-05 0.0000000000 4.519343e-04 5.334651e-04
#> 28: 1.848293e-04 0.0000000000 1.024530e-03 1.209359e-03
#> 29: 5.100880e-06 0.0000000000 2.827476e-05 3.337564e-05
#> 30: 6.326455e-05 0.0000000000 3.506825e-04 4.139471e-04
#> 31: 2.626884e-04 0.0000000000 1.529652e-03 1.792341e-03
#> 32: 5.995564e-06 0.0000000000 3.491258e-05 4.090814e-05
#> 33: 1.988039e-04 0.0000000000 1.157648e-03 1.356452e-03
#> 34: 3.116427e-04 0.0000000000 1.814717e-03 2.126359e-03
#> 35: 5.995564e-06 0.0000000000 3.491258e-05 4.090814e-05
#> 36: 2.037595e-04 0.0000000000 1.186505e-03 1.390265e-03
#> 37: 2.000439e-04 0.0000000000 3.292995e-02 3.313000e-02
#> 38: 6.737108e-06 0.0000000000 1.109020e-03 1.115757e-03
#> 39: 1.317829e-04 0.0000000000 2.169327e-02 2.182505e-02
#> 40: 2.094212e-04 0.0000000000 3.447359e-02 3.468301e-02
#> 41: 5.411626e-06 0.0000000000 8.908276e-04 8.962393e-04
#> 42: 1.277126e-04 0.0000000000 2.102325e-02 2.115096e-02
#> 43: 7.308159e-04 0.0081838283 4.910297e-03 5.641113e-03
#> 44: 1.193855e-05 0.0001336904 8.021423e-05 9.215278e-05
#> 45: 4.421939e-04 0.0049517789 2.971067e-03 3.413261e-03
#> 46: 6.127404e-04 0.0068615941 4.116956e-03 4.729697e-03
#> 47: 1.054403e-05 0.0001180743 7.084456e-05 8.138859e-05
#> 48: 2.565521e-04 0.0028729242 1.723755e-03 1.980307e-03
#> 49: 7.057243e-06 0.0000000000 2.096659e-02 2.097365e-02
#> 50: 2.058801e-07 0.0000000000 6.116557e-04 6.118616e-04
#> 51: 5.017167e-06 0.0000000000 1.490566e-02 1.491068e-02
#> 52: 5.765874e-06 0.0000000000 1.713002e-02 1.713579e-02
#> 53: 2.058801e-07 0.0000000000 6.116557e-04 6.118616e-04
#> 54: 5.534671e-06 0.0000000000 1.644313e-02 1.644867e-02
#> 55: 1.891220e-05 0.0000000000 4.337207e-02 4.339098e-02
#> 56: 1.985402e-07 0.0000000000 4.553198e-04 4.555183e-04
#> 57: 1.618051e-05 0.0000000000 3.710738e-02 3.712356e-02
#> 58: 1.717155e-05 0.0000000000 3.938018e-02 3.939735e-02
#> 59: 1.985402e-07 0.0000000000 4.553198e-04 4.555183e-04
#> 60: 1.694503e-05 0.0000000000 3.886068e-02 3.887763e-02
#> 61: 1.238288e-03 0.0000000000 4.008710e-03 5.246998e-03
#> 62: 3.214756e-05 0.0000000000 1.040713e-04 1.362189e-04
#> 63: 8.718794e-04 0.0000000000 2.822535e-03 3.694415e-03
#> 64: 1.088245e-03 0.0000000000 3.522976e-03 4.611220e-03
#> 65: 3.214756e-05 0.0000000000 1.040713e-04 1.362189e-04
#> 66: 9.070609e-04 0.0000000000 2.936429e-03 3.843489e-03
#> 67: 1.217153e-03 0.0000000000 5.724571e-03 6.941724e-03
#> 68: 2.444635e-05 0.0000000000 1.149772e-04 1.394236e-04
#> 69: 8.355371e-04 0.0000000000 3.929738e-03 4.765275e-03
#> 70: 8.913366e-04 0.0000000000 4.192177e-03 5.083513e-03
#> 71: 2.444635e-05 0.0000000000 1.149772e-04 1.394236e-04
#> 72: 8.557512e-04 0.0000000000 4.024810e-03 4.880561e-03
#> ch4_manure_pasture ch4_manure_burned ch4_manure_other ch4_manure_all_noburn
#> <num> <num> <num> <num>
#> n2o_manure_pasture_direct n2o_manure_burned_direct n2o_manure_other_direct
#> <num> <num> <num>
#> 1: 0.000000e+00 0 2.362289e-03
#> 2: 0.000000e+00 0 1.641177e-03
#> 3: 0.000000e+00 0 2.415553e-03
#> 4: 0.000000e+00 0 3.450856e-03
#> 5: 0.000000e+00 0 6.802795e-04
#> 6: 0.000000e+00 0 2.185959e-03
#> 7: 2.271434e-04 0 9.464310e-04
#> 8: 2.798919e-04 0 1.166216e-03
#> 9: 1.695689e-04 0 7.065371e-04
#> 10: 2.833205e-04 0 1.180502e-03
#> 11: 1.508494e-04 0 6.285391e-04
#> 12: 1.767104e-04 0 7.362934e-04
#> 13: 3.688193e-05 0 2.919820e-04
#> 14: 4.458090e-05 0 3.529321e-04
#> 15: 2.753139e-05 0 2.179569e-04
#> 16: 3.614945e-05 0 2.861831e-04
#> 17: 4.457745e-05 0 3.529048e-04
#> 18: 2.140619e-05 0 1.694657e-04
#> 19: 5.725087e-05 0 3.816725e-04
#> 20: 7.453746e-05 0 4.969164e-04
#> 21: 4.617598e-05 0 3.078399e-04
#> 22: 5.711606e-05 0 3.807737e-04
#> 23: 7.132690e-05 0 4.755127e-04
#> 24: 4.628432e-05 0 3.085621e-04
#> 25: 6.324591e-05 0 5.006968e-04
#> 26: 1.572358e-05 0 1.244783e-04
#> 27: 3.221181e-05 0 2.550102e-04
#> 28: 8.933297e-05 0 7.072194e-04
#> 29: 1.572358e-05 0 1.244783e-04
#> 30: 1.853446e-05 0 1.467311e-04
#> 31: 5.993563e-05 0 1.997854e-04
#> 32: 1.859756e-05 0 6.199186e-05
#> 33: 4.118122e-05 0 1.372707e-04
#> 34: 7.122610e-05 0 2.374203e-04
#> 35: 1.859756e-05 0 6.199186e-05
#> 36: 4.009352e-05 0 1.336451e-04
#> 37: 4.573616e-05 0 1.372085e-03
#> 38: 7.722574e-06 0 2.316772e-04
#> 39: 2.876698e-05 0 8.630095e-04
#> 40: 5.357144e-05 0 1.607143e-03
#> 41: 3.112351e-06 0 9.337054e-05
#> 42: 2.562194e-05 0 7.686581e-04
#> 43: 8.390816e-05 0 2.517245e-03
#> 44: 1.509013e-05 0 4.527038e-04
#> 45: 5.622479e-05 0 1.686744e-03
#> 46: 8.537344e-05 0 2.561203e-03
#> 47: 1.023978e-05 0 3.071934e-04
#> 48: 3.003722e-05 0 9.011165e-04
#> 49: 1.366973e-05 0 5.515735e-04
#> 50: 1.386210e-06 0 5.593359e-05
#> 51: 8.828240e-06 0 3.562195e-04
#> 52: 1.353115e-05 0 5.459820e-04
#> 53: 1.386210e-06 0 5.593359e-05
#> 54: 9.600591e-06 0 3.873839e-04
#> 55: 1.243086e-05 0 1.877059e-04
#> 56: 1.658623e-06 0 2.504520e-05
#> 57: 1.041800e-05 0 1.573118e-04
#> 58: 1.329040e-05 0 2.006851e-04
#> 59: 1.658623e-06 0 2.504520e-05
#> 60: 1.086193e-05 0 1.640151e-04
#> 61: 3.432967e-04 0 3.863946e-04
#> 62: 1.330074e-04 0 1.497053e-04
#> 63: 2.910079e-04 0 3.275414e-04
#> 64: 3.760345e-04 0 4.232423e-04
#> 65: 1.330074e-04 0 1.497053e-04
#> 66: 3.019148e-04 0 3.398176e-04
#> 67: 2.088669e-04 0 1.392446e-03
#> 68: 9.915890e-05 0 6.610593e-04
#> 69: 2.126565e-04 0 1.417710e-03
#> 70: 2.466829e-04 0 1.644553e-03
#> 71: 9.915890e-05 0 6.610593e-04
#> 72: 2.165947e-04 0 1.443965e-03
#> n2o_manure_pasture_direct n2o_manure_burned_direct n2o_manure_other_direct
#> <num> <num> <num>
#> n2o_manure_all_noburn_direct n2o_manure_pasture_vol n2o_manure_burned_vol
#> <num> <num> <num>
#> 1: 2.362289e-03 0.000000e+00 0
#> 2: 1.641177e-03 0.000000e+00 0
#> 3: 2.415553e-03 0.000000e+00 0
#> 4: 3.450856e-03 0.000000e+00 0
#> 5: 6.802795e-04 0.000000e+00 0
#> 6: 2.185959e-03 0.000000e+00 0
#> 7: 1.173574e-03 1.192503e-04 0
#> 8: 1.446108e-03 1.469432e-04 0
#> 9: 8.761060e-04 8.902368e-05 0
#> 10: 1.463823e-03 1.487433e-04 0
#> 11: 7.793885e-04 7.919593e-05 0
#> 12: 9.130038e-04 9.277297e-05 0
#> 13: 3.288639e-04 1.290868e-05 0
#> 14: 3.975130e-04 1.560331e-05 0
#> 15: 2.454883e-04 9.635987e-06 0
#> 16: 3.223326e-04 1.265231e-05 0
#> 17: 3.974822e-04 1.560211e-05 0
#> 18: 1.908719e-04 7.492166e-06 0
#> 19: 4.389234e-04 2.003781e-05 0
#> 20: 5.714539e-04 2.608811e-05 0
#> 21: 3.540158e-04 1.616159e-05 0
#> 22: 4.378898e-04 1.999062e-05 0
#> 23: 5.468396e-04 2.496442e-05 0
#> 24: 3.548464e-04 1.619951e-05 0
#> 25: 5.639427e-04 2.213607e-05 0
#> 26: 1.402019e-04 5.503253e-06 0
#> 27: 2.872220e-04 1.127413e-05 0
#> 28: 7.965524e-04 3.126654e-05 0
#> 29: 1.402019e-04 5.503253e-06 0
#> 30: 1.652656e-04 6.487060e-06 0
#> 31: 2.597210e-04 2.097747e-05 0
#> 32: 8.058942e-05 6.509146e-06 0
#> 33: 1.784519e-04 1.441343e-05 0
#> 34: 3.086464e-04 2.492914e-05 0
#> 35: 8.058942e-05 6.509146e-06 0
#> 36: 1.737386e-04 1.403273e-05 0
#> 37: 1.417821e-03 2.401149e-05 0
#> 38: 2.393998e-04 4.054351e-06 0
#> 39: 8.917765e-04 1.510267e-05 0
#> 40: 1.660715e-03 2.812501e-05 0
#> 41: 9.648289e-05 1.633984e-06 0
#> 42: 7.942800e-04 1.345152e-05 0
#> 43: 2.601153e-03 4.405178e-05 0
#> 44: 4.677939e-04 7.922316e-06 0
#> 45: 1.742968e-03 2.951801e-05 0
#> 46: 2.646577e-03 4.482105e-05 0
#> 47: 3.174332e-04 5.375884e-06 0
#> 48: 9.311538e-04 1.576954e-05 0
#> 49: 5.652432e-04 6.698166e-06 0
#> 50: 5.731980e-05 6.792431e-07 0
#> 51: 3.650477e-04 4.325837e-06 0
#> 52: 5.595131e-04 6.630264e-06 0
#> 53: 5.731980e-05 6.792431e-07 0
#> 54: 3.969845e-04 4.704290e-06 0
#> 55: 2.001368e-04 6.091120e-06 0
#> 56: 2.670383e-05 8.127252e-07 0
#> 57: 1.677298e-04 5.104820e-06 0
#> 58: 2.139755e-04 6.512297e-06 0
#> 59: 2.670383e-05 8.127252e-07 0
#> 60: 1.748770e-04 5.322343e-06 0
#> 61: 7.296913e-04 1.201538e-04 0
#> 62: 2.827128e-04 4.655260e-05 0
#> 63: 6.185493e-04 1.018528e-04 0
#> 64: 7.992769e-04 1.316121e-04 0
#> 65: 2.827128e-04 4.655260e-05 0
#> 66: 6.417324e-04 1.056702e-04 0
#> 67: 1.601313e-03 7.310341e-05 0
#> 68: 7.602182e-04 3.470561e-05 0
#> 69: 1.630367e-03 7.442978e-05 0
#> 70: 1.891236e-03 8.633901e-05 0
#> 71: 7.602182e-04 3.470561e-05 0
#> 72: 1.660560e-03 7.580816e-05 0
#> n2o_manure_all_noburn_direct n2o_manure_pasture_vol n2o_manure_burned_vol
#> <num> <num> <num>
#> n2o_manure_other_vol n2o_manure_all_noburn_vol n2o_manure_pasture_leach
#> <num> <num> <num>
#> 1: 3.120895e-04 3.120895e-04 0.000000e+00
#> 2: 2.168211e-04 2.168211e-04 0.000000e+00
#> 3: 3.191264e-04 3.191264e-04 0.000000e+00
#> 4: 4.559034e-04 4.559034e-04 0.000000e+00
#> 5: 8.987387e-05 8.987387e-05 0.000000e+00
#> 6: 2.887939e-04 2.887939e-04 0.000000e+00
#> 7: 9.937526e-05 2.186256e-04 0.000000e+00
#> 8: 1.224527e-04 2.693959e-04 0.000000e+00
#> 9: 7.418640e-05 1.632101e-04 0.000000e+00
#> 10: 1.239527e-04 2.726960e-04 0.000000e+00
#> 11: 6.599661e-05 1.451925e-04 0.000000e+00
#> 12: 7.731080e-05 1.700838e-04 0.000000e+00
#> 13: 2.335856e-05 3.626723e-05 0.000000e+00
#> 14: 2.823457e-05 4.383788e-05 0.000000e+00
#> 15: 1.743655e-05 2.707254e-05 0.000000e+00
#> 16: 2.289465e-05 3.554696e-05 0.000000e+00
#> 17: 2.823238e-05 4.383449e-05 0.000000e+00
#> 18: 1.355725e-05 2.104942e-05 0.000000e+00
#> 19: 2.862544e-05 4.866324e-05 0.000000e+00
#> 20: 3.726873e-05 6.335684e-05 0.000000e+00
#> 21: 2.308799e-05 3.924958e-05 0.000000e+00
#> 22: 2.855803e-05 4.854865e-05 0.000000e+00
#> 23: 3.566345e-05 6.062787e-05 0.000000e+00
#> 24: 2.314216e-05 3.934167e-05 0.000000e+00
#> 25: 4.005574e-05 6.219181e-05 0.000000e+00
#> 26: 9.958268e-06 1.546152e-05 0.000000e+00
#> 27: 2.040081e-05 3.167495e-05 0.000000e+00
#> 28: 5.657755e-05 8.784409e-05 0.000000e+00
#> 29: 9.958268e-06 1.546152e-05 0.000000e+00
#> 30: 1.173849e-05 1.822555e-05 0.000000e+00
#> 31: 1.198713e-05 3.296459e-05 0.000000e+00
#> 32: 3.719512e-06 1.022866e-05 0.000000e+00
#> 33: 8.236243e-06 2.264967e-05 0.000000e+00
#> 34: 1.424522e-05 3.917436e-05 0.000000e+00
#> 35: 3.719512e-06 1.022866e-05 0.000000e+00
#> 36: 8.018704e-06 2.205144e-05 0.000000e+00
#> 37: 4.733693e-04 4.973808e-04 0.000000e+00
#> 38: 7.992864e-05 8.398299e-05 0.000000e+00
#> 39: 2.977383e-04 3.128409e-04 0.000000e+00
#> 40: 5.544645e-04 5.825895e-04 0.000000e+00
#> 41: 3.221284e-05 3.384682e-05 0.000000e+00
#> 42: 2.651870e-04 2.786385e-04 0.000000e+00
#> 43: 1.887934e-04 2.328451e-04 0.000000e+00
#> 44: 3.395278e-05 4.187510e-05 0.000000e+00
#> 45: 1.265058e-04 1.560238e-04 0.000000e+00
#> 46: 1.920902e-04 2.369113e-04 0.000000e+00
#> 47: 2.303950e-05 2.841539e-05 0.000000e+00
#> 48: 6.758374e-05 8.335328e-05 0.000000e+00
#> 49: 6.870883e-04 6.937865e-04 6.014680e-06
#> 50: 6.967578e-05 7.035503e-05 6.099325e-07
#> 51: 4.437382e-04 4.480641e-04 3.884425e-06
#> 52: 6.801231e-04 6.867533e-04 5.953707e-06
#> 53: 6.967578e-05 7.035503e-05 6.099325e-07
#> 54: 4.825593e-04 4.872636e-04 4.224260e-06
#> 55: 1.931465e-04 1.992376e-04 5.469577e-06
#> 56: 2.577113e-05 2.658385e-05 7.297940e-07
#> 57: 1.618714e-04 1.669762e-04 4.583920e-06
#> 58: 2.065018e-04 2.130141e-04 5.847777e-06
#> 59: 2.577113e-05 2.658385e-05 7.297940e-07
#> 60: 1.687690e-04 1.740913e-04 4.779247e-06
#> 61: 2.452119e-05 1.446750e-04 3.021011e-04
#> 62: 9.500531e-06 5.605313e-05 1.170465e-04
#> 63: 2.078628e-05 1.226391e-04 2.560870e-04
#> 64: 2.685961e-05 1.584717e-04 3.309104e-04
#> 65: 9.500531e-06 5.605313e-05 1.170465e-04
#> 66: 2.156534e-05 1.272355e-04 2.656850e-04
#> 67: 1.044334e-04 1.775369e-04 1.838029e-04
#> 68: 4.957945e-05 8.428506e-05 8.725983e-05
#> 69: 1.063283e-04 1.807580e-04 1.871377e-04
#> 70: 1.233414e-04 2.096805e-04 2.170810e-04
#> 71: 4.957945e-05 8.428506e-05 8.725983e-05
#> 72: 1.082974e-04 1.841055e-04 1.906034e-04
#> n2o_manure_other_vol n2o_manure_all_noburn_vol n2o_manure_pasture_leach
#> <num> <num> <num>
#> n2o_manure_burned_leach n2o_manure_other_leach n2o_manure_all_noburn_leach
#> <num> <num> <num>
#> 1: 0 4.972207e-05 4.972207e-05
#> 2: 0 3.454391e-05 3.454391e-05
#> 3: 0 5.084318e-05 5.084318e-05
#> 4: 0 7.263448e-05 7.263448e-05
#> 5: 0 1.431870e-05 1.431870e-05
#> 6: 0 4.601061e-05 4.601061e-05
#> 7: 0 1.873933e-05 1.873933e-05
#> 8: 0 2.309108e-05 2.309108e-05
#> 9: 0 1.398943e-05 1.398943e-05
#> 10: 0 2.337395e-05 2.337395e-05
#> 11: 0 1.244507e-05 1.244507e-05
#> 12: 0 1.457861e-05 1.457861e-05
#> 13: 0 7.437857e-06 7.437857e-06
#> 14: 0 8.990481e-06 8.990481e-06
#> 15: 0 5.552164e-06 5.552164e-06
#> 16: 0 7.290138e-06 7.290138e-06
#> 17: 0 8.989785e-06 8.989785e-06
#> 18: 0 4.316915e-06 4.316915e-06
#> 19: 0 7.347195e-06 7.347195e-06
#> 20: 0 9.565641e-06 9.565641e-06
#> 21: 0 5.925917e-06 5.925917e-06
#> 22: 0 7.329894e-06 7.329894e-06
#> 23: 0 9.153619e-06 9.153619e-06
#> 24: 0 5.939821e-06 5.939821e-06
#> 25: 0 1.275459e-05 1.275459e-05
#> 26: 0 3.170922e-06 3.170922e-06
#> 27: 0 6.496049e-06 6.496049e-06
#> 28: 0 1.801548e-05 1.801548e-05
#> 29: 0 3.170922e-06 3.170922e-06
#> 30: 0 3.737782e-06 3.737782e-06
#> 31: 0 4.395279e-06 4.395279e-06
#> 32: 0 1.363821e-06 1.363821e-06
#> 33: 0 3.019956e-06 3.019956e-06
#> 34: 0 5.223248e-06 5.223248e-06
#> 35: 0 1.363821e-06 1.363821e-06
#> 36: 0 2.940191e-06 2.940191e-06
#> 37: 0 3.018587e-05 3.018587e-05
#> 38: 0 5.096899e-06 5.096899e-06
#> 39: 0 1.898621e-05 1.898621e-05
#> 40: 0 3.535715e-05 3.535715e-05
#> 41: 0 2.054152e-06 2.054152e-06
#> 42: 0 1.691048e-05 1.691048e-05
#> 43: 0 4.845696e-05 4.845696e-05
#> 44: 0 8.714548e-06 8.714548e-06
#> 45: 0 3.246981e-05 3.246981e-05
#> 46: 0 4.930316e-05 4.930316e-05
#> 47: 0 5.913473e-06 5.913473e-06
#> 48: 0 1.734649e-05 1.734649e-05
#> 49: 0 1.365834e-05 1.967302e-05
#> 50: 0 1.385055e-06 1.994988e-06
#> 51: 0 8.820883e-06 1.270531e-05
#> 52: 0 1.351988e-05 1.947358e-05
#> 53: 0 1.385055e-06 1.994988e-06
#> 54: 0 9.592591e-06 1.381685e-05
#> 55: 0 2.962688e-06 8.432265e-06
#> 56: 0 3.953051e-07 1.125099e-06
#> 57: 0 2.482957e-06 7.066877e-06
#> 58: 0 3.167546e-06 9.015323e-06
#> 59: 0 3.953051e-07 1.125099e-06
#> 60: 0 2.588759e-06 7.368006e-06
#> 61: 0 8.255468e-06 3.103566e-04
#> 62: 0 3.198512e-06 1.202451e-04
#> 63: 0 6.998048e-06 2.630850e-04
#> 64: 0 9.042735e-06 3.399531e-04
#> 65: 0 3.198512e-06 1.202451e-04
#> 66: 0 7.260333e-06 2.729454e-04
#> 67: 0 2.680458e-05 2.106074e-04
#> 68: 0 1.272539e-05 9.998522e-05
#> 69: 0 2.729092e-05 2.144287e-04
#> 70: 0 3.165764e-05 2.487386e-04
#> 71: 0 1.272539e-05 9.998522e-05
#> 72: 0 2.779633e-05 2.183997e-04
#> n2o_manure_burned_leach n2o_manure_other_leach n2o_manure_all_noburn_leach
#> <num> <num> <num>
#> n2o_manure_pasture_indirect n2o_manure_burned_indirect
#> <num> <num>
#> 1: 0.000000e+00 0
#> 2: 0.000000e+00 0
#> 3: 0.000000e+00 0
#> 4: 0.000000e+00 0
#> 5: 0.000000e+00 0
#> 6: 0.000000e+00 0
#> 7: 1.192503e-04 0
#> 8: 1.469432e-04 0
#> 9: 8.902368e-05 0
#> 10: 1.487433e-04 0
#> 11: 7.919593e-05 0
#> 12: 9.277297e-05 0
#> 13: 1.290868e-05 0
#> 14: 1.560331e-05 0
#> 15: 9.635987e-06 0
#> 16: 1.265231e-05 0
#> 17: 1.560211e-05 0
#> 18: 7.492166e-06 0
#> 19: 2.003781e-05 0
#> 20: 2.608811e-05 0
#> 21: 1.616159e-05 0
#> 22: 1.999062e-05 0
#> 23: 2.496442e-05 0
#> 24: 1.619951e-05 0
#> 25: 2.213607e-05 0
#> 26: 5.503253e-06 0
#> 27: 1.127413e-05 0
#> 28: 3.126654e-05 0
#> 29: 5.503253e-06 0
#> 30: 6.487060e-06 0
#> 31: 2.097747e-05 0
#> 32: 6.509146e-06 0
#> 33: 1.441343e-05 0
#> 34: 2.492914e-05 0
#> 35: 6.509146e-06 0
#> 36: 1.403273e-05 0
#> 37: 2.401149e-05 0
#> 38: 4.054351e-06 0
#> 39: 1.510267e-05 0
#> 40: 2.812501e-05 0
#> 41: 1.633984e-06 0
#> 42: 1.345152e-05 0
#> 43: 4.405178e-05 0
#> 44: 7.922316e-06 0
#> 45: 2.951801e-05 0
#> 46: 4.482105e-05 0
#> 47: 5.375884e-06 0
#> 48: 1.576954e-05 0
#> 49: 1.271285e-05 0
#> 50: 1.289176e-06 0
#> 51: 8.210263e-06 0
#> 52: 1.258397e-05 0
#> 53: 1.289176e-06 0
#> 54: 8.928550e-06 0
#> 55: 1.156070e-05 0
#> 56: 1.542519e-06 0
#> 57: 9.688740e-06 0
#> 58: 1.236007e-05 0
#> 59: 1.542519e-06 0
#> 60: 1.010159e-05 0
#> 61: 4.222550e-04 0
#> 62: 1.635991e-04 0
#> 63: 3.579397e-04 0
#> 64: 4.625225e-04 0
#> 65: 1.635991e-04 0
#> 66: 3.713552e-04 0
#> 67: 2.569063e-04 0
#> 68: 1.219654e-04 0
#> 69: 2.615675e-04 0
#> 70: 3.034200e-04 0
#> 71: 1.219654e-04 0
#> 72: 2.664115e-04 0
#> n2o_manure_pasture_indirect n2o_manure_burned_indirect
#> <num> <num>
#> n2o_manure_other_indirect n2o_manure_pasture_total n2o_manure_burned_total
#> <num> <num> <num>
#> 1: 3.618116e-04 0.000000e+00 0
#> 2: 2.513650e-04 0.000000e+00 0
#> 3: 3.699695e-04 0.000000e+00 0
#> 4: 5.285379e-04 0.000000e+00 0
#> 5: 1.041926e-04 0.000000e+00 0
#> 6: 3.348045e-04 0.000000e+00 0
#> 7: 1.181146e-04 3.463937e-04 0
#> 8: 1.455438e-04 4.268351e-04 0
#> 9: 8.817583e-05 2.585926e-04 0
#> 10: 1.473267e-04 4.320638e-04 0
#> 11: 7.844168e-05 2.300453e-04 0
#> 12: 9.188941e-05 2.694834e-04 0
#> 13: 3.079641e-05 4.979061e-05 0
#> 14: 3.722505e-05 6.018421e-05 0
#> 15: 2.298871e-05 3.716738e-05 0
#> 16: 3.018479e-05 4.880175e-05 0
#> 17: 3.722217e-05 6.017955e-05 0
#> 18: 1.787417e-05 2.889836e-05 0
#> 19: 3.597263e-05 7.728868e-05 0
#> 20: 4.683437e-05 1.006256e-04 0
#> 21: 2.901391e-05 6.233757e-05 0
#> 22: 3.588792e-05 7.710668e-05 0
#> 23: 4.481707e-05 9.629132e-05 0
#> 24: 2.908198e-05 6.248383e-05 0
#> 25: 5.281033e-05 8.538198e-05 0
#> 26: 1.312919e-05 2.122683e-05 0
#> 27: 2.689686e-05 4.348594e-05 0
#> 28: 7.459303e-05 1.205995e-04 0
#> 29: 1.312919e-05 2.122683e-05 0
#> 30: 1.547627e-05 2.502152e-05 0
#> 31: 1.638240e-05 8.091310e-05 0
#> 32: 5.083333e-06 2.510670e-05 0
#> 33: 1.125620e-05 5.559464e-05 0
#> 34: 1.946847e-05 9.615524e-05 0
#> 35: 5.083333e-06 2.510670e-05 0
#> 36: 1.095890e-05 5.412625e-05 0
#> 37: 5.035552e-04 6.974765e-05 0
#> 38: 8.502554e-05 1.177692e-05 0
#> 39: 3.167245e-04 4.386965e-05 0
#> 40: 5.898216e-04 8.169645e-05 0
#> 41: 3.426699e-05 4.746336e-06 0
#> 42: 2.820975e-04 3.907345e-05 0
#> 43: 2.372503e-04 1.279599e-04 0
#> 44: 4.266733e-05 2.301244e-05 0
#> 45: 1.589756e-04 8.574280e-05 0
#> 46: 2.413934e-04 1.301945e-04 0
#> 47: 2.895298e-05 1.561566e-05 0
#> 48: 8.493023e-05 4.580676e-05 0
#> 49: 7.007467e-04 2.638257e-05 0
#> 50: 7.106084e-05 2.675386e-06 0
#> 51: 4.525591e-04 1.703850e-05 0
#> 52: 6.936429e-04 2.611512e-05 0
#> 53: 7.106084e-05 2.675386e-06 0
#> 54: 4.921519e-04 1.852914e-05 0
#> 55: 1.961092e-04 2.399155e-05 0
#> 56: 2.616643e-05 3.201142e-06 0
#> 57: 1.643544e-04 2.010674e-05 0
#> 58: 2.096694e-04 2.565048e-05 0
#> 59: 2.616643e-05 3.201142e-06 0
#> 60: 1.713577e-04 2.096352e-05 0
#> 61: 3.277666e-05 7.655517e-04 0
#> 62: 1.269904e-05 2.966066e-04 0
#> 63: 2.778433e-05 6.489477e-04 0
#> 64: 3.590235e-05 8.385570e-04 0
#> 65: 1.269904e-05 2.966066e-04 0
#> 66: 2.882568e-05 6.732701e-04 0
#> 67: 1.312380e-04 4.657732e-04 0
#> 68: 6.230484e-05 2.211243e-04 0
#> 69: 1.336192e-04 4.742240e-04 0
#> 70: 1.549991e-04 5.501029e-04 0
#> 71: 6.230484e-05 2.211243e-04 0
#> 72: 1.360937e-04 4.830063e-04 0
#> n2o_manure_other_indirect n2o_manure_pasture_total n2o_manure_burned_total
#> <num> <num> <num>
#> n2o_manure_other_total co2_ration_fertilizer co2_ration_pesticides
#> <num> <num> <num>
#> 1: 2.724101e-03 33.4710 11.4574
#> 2: 1.892542e-03 0.0000 0.0000
#> 3: 2.785523e-03 33.4710 11.4574
#> 4: 3.979393e-03 33.4710 11.4574
#> 5: 7.844721e-04 0.0000 0.0000
#> 6: 2.520763e-03 33.4710 11.4574
#> 7: 1.064546e-03 0.5440 0.0922
#> 8: 1.311760e-03 0.0000 0.0000
#> 9: 7.947130e-04 0.5440 0.0922
#> 10: 1.327829e-03 0.5440 0.0922
#> 11: 7.069808e-04 0.0000 0.0000
#> 12: 8.281828e-04 0.5440 0.0922
#> 13: 3.227784e-04 16.6353 8.3062
#> 14: 3.901572e-04 0.0000 0.0000
#> 15: 2.409456e-04 16.6353 8.3062
#> 16: 3.163679e-04 16.6353 8.3062
#> 17: 3.901269e-04 0.0000 0.0000
#> 18: 1.873398e-04 16.6353 8.3062
#> 19: 4.176451e-04 7.4240 0.4442
#> 20: 5.437508e-04 0.0000 0.0000
#> 21: 3.368538e-04 7.4240 0.4442
#> 22: 4.166617e-04 7.4240 0.4442
#> 23: 5.203297e-04 0.0000 0.0000
#> 24: 3.376441e-04 7.4240 0.4442
#> 25: 5.535071e-04 22.6363 10.7182
#> 26: 1.376075e-04 0.0000 0.0000
#> 27: 2.819070e-04 22.6363 10.7182
#> 28: 7.818124e-04 22.6363 10.7182
#> 29: 1.376075e-04 0.0000 0.0000
#> 30: 1.622074e-04 22.6363 10.7182
#> 31: 2.161678e-04 0.0000 0.0000
#> 32: 6.707520e-05 0.0000 0.0000
#> 33: 1.485269e-04 0.0000 0.0000
#> 34: 2.568888e-04 0.0000 0.0000
#> 35: 6.707520e-05 0.0000 0.0000
#> 36: 1.446040e-04 0.0000 0.0000
#> 37: 1.875640e-03 24.1376 10.7537
#> 38: 3.167027e-04 0.0000 0.0000
#> 39: 1.179734e-03 24.1376 10.7537
#> 40: 2.196965e-03 24.1376 10.7537
#> 41: 1.276375e-04 0.0000 0.0000
#> 42: 1.050756e-03 24.1376 10.7537
#> 43: 2.754495e-03 22.5590 2.2507
#> 44: 4.953711e-04 0.0000 0.0000
#> 45: 1.845719e-03 22.5590 2.2507
#> 46: 2.802597e-03 22.5590 2.2507
#> 47: 3.361464e-04 0.0000 0.0000
#> 48: 9.860468e-04 22.5590 2.2507
#> 49: 1.252320e-03 38.3230 9.1713
#> 50: 1.269944e-04 0.0000 0.0000
#> 51: 8.087786e-04 38.3230 9.1713
#> 52: 1.239625e-03 38.3230 9.1713
#> 53: 1.269944e-04 0.0000 0.0000
#> 54: 8.795358e-04 38.3230 9.1713
#> 55: 3.838151e-04 24.8210 6.5384
#> 56: 5.121164e-05 0.0000 0.0000
#> 57: 3.216662e-04 24.8210 6.5384
#> 58: 4.103545e-04 24.8210 6.5384
#> 59: 5.121164e-05 0.0000 0.0000
#> 60: 3.353728e-04 24.8210 6.5384
#> 61: 4.191712e-04 32.1360 2.2574
#> 62: 1.624044e-04 0.0000 0.0000
#> 63: 3.553257e-04 32.1360 2.2574
#> 64: 4.591447e-04 32.1360 2.2574
#> 65: 1.624044e-04 0.0000 0.0000
#> 66: 3.686432e-04 32.1360 2.2574
#> 67: 1.523684e-03 27.7760 12.9242
#> 68: 7.233642e-04 0.0000 0.0000
#> 69: 1.551329e-03 27.7760 12.9242
#> 70: 1.799552e-03 27.7760 12.9242
#> 71: 7.233642e-04 0.0000 0.0000
#> 72: 1.580059e-03 27.7760 12.9242
#> n2o_manure_other_total co2_ration_fertilizer co2_ration_pesticides
#> <num> <num> <num>
#> co2_ration_crop_activities co2_ration_luc_nopeat co2_ration_luc_peat
#> <num> <num> <num>
#> 1: 81.7010 49.0764 0.852196
#> 2: 0.0000 0.0000 0.000000
#> 3: 81.7010 49.0764 0.852196
#> 4: 81.7010 49.0764 0.852196
#> 5: 0.0000 0.0000 0.000000
#> 6: 81.7010 49.0764 0.852196
#> 7: 47.3820 0.0262 0.001018
#> 8: 0.0000 0.0000 0.000000
#> 9: 47.3820 0.0262 0.001018
#> 10: 47.3820 0.0262 0.001018
#> 11: 0.0000 0.0000 0.000000
#> 12: 47.3820 0.0262 0.001018
#> 13: 57.6480 5.9369 0.057910
#> 14: 0.0000 0.0000 0.000000
#> 15: 57.6480 5.9369 0.057910
#> 16: 57.6480 5.9369 0.057910
#> 17: 0.0000 0.0000 0.000000
#> 18: 57.6480 5.9369 0.057910
#> 19: 87.5980 2.3662 0.313018
#> 20: 0.0000 0.0000 0.000000
#> 21: 87.5980 2.3662 0.313018
#> 22: 87.5980 2.3662 0.313018
#> 23: 0.0000 0.0000 0.000000
#> 24: 87.5980 2.3662 0.313018
#> 25: 73.6790 11.9319 0.106540
#> 26: 0.0000 0.0000 0.000000
#> 27: 73.6790 11.9319 0.106540
#> 28: 73.6790 11.9319 0.106540
#> 29: 0.0000 0.0000 0.000000
#> 30: 73.6790 11.9319 0.106540
#> 31: 83.5000 0.0000 0.000000
#> 32: 0.0000 0.0000 0.000000
#> 33: 83.5000 0.0000 0.000000
#> 34: 83.5000 0.0000 0.000000
#> 35: 0.0000 0.0000 0.000000
#> 36: 83.5000 0.0000 0.000000
#> 37: 81.8810 49.5318 0.652960
#> 38: 0.0000 0.0000 0.000000
#> 39: 81.8810 49.5318 0.652960
#> 40: 81.8810 49.5318 0.652960
#> 41: 0.0000 0.0000 0.000000
#> 42: 81.8810 49.5318 0.652960
#> 43: 79.8860 6.9051 0.822760
#> 44: 0.0000 0.0000 0.000000
#> 45: 79.8860 6.9051 0.822760
#> 46: 79.8860 6.9051 0.822760
#> 47: 0.0000 0.0000 0.000000
#> 48: 79.8860 6.9051 0.822760
#> 49: 55.8580 53.5010 0.336112
#> 50: 0.0000 0.0000 0.000000
#> 51: 55.8580 53.5010 0.336112
#> 52: 55.8580 53.5010 0.336112
#> 53: 0.0000 0.0000 0.000000
#> 54: 55.8580 53.5010 0.336112
#> 55: 31.1946 129.8650 -23.648440
#> 56: 0.0000 0.0000 0.000000
#> 57: 31.1946 129.8650 -23.648440
#> 58: 31.1946 129.8650 -23.648440
#> 59: 0.0000 0.0000 0.000000
#> 60: 31.1946 129.8650 -23.648440
#> 61: 31.2570 22.7100 1.639200
#> 62: 0.0000 0.0000 0.000000
#> 63: 31.2570 22.7100 1.639200
#> 64: 31.2570 22.7100 1.639200
#> 65: 0.0000 0.0000 0.000000
#> 66: 31.2570 22.7100 1.639200
#> 67: 92.8600 2.3662 0.313018
#> 68: 0.0000 0.0000 0.000000
#> 69: 92.8600 2.3662 0.313018
#> 70: 92.8600 2.3662 0.313018
#> 71: 0.0000 0.0000 0.000000
#> 72: 92.8600 2.3662 0.313018
#> co2_ration_crop_activities co2_ration_luc_nopeat co2_ration_luc_peat
#> <num> <num> <num>
#> n2o_ration_fertilizer n2o_ration_manure_applied n2o_ration_crop_residues
#> <num> <num> <num>
#> 1: 0.223890 0.197650 0.103184
#> 2: 0.000000 0.000000 0.000000
#> 3: 0.223890 0.197650 0.103184
#> 4: 0.223890 0.197650 0.103184
#> 5: 0.000000 0.000000 0.000000
#> 6: 0.223890 0.197650 0.103184
#> 7: 0.002860 0.109080 0.001202
#> 8: 0.000000 0.000000 0.000000
#> 9: 0.002860 0.109080 0.001202
#> 10: 0.002860 0.109080 0.001202
#> 11: 0.000000 0.000000 0.000000
#> 12: 0.002860 0.109080 0.001202
#> 13: 0.072447 0.067596 0.018048
#> 14: 0.000000 0.000000 0.000000
#> 15: 0.072447 0.067596 0.018048
#> 16: 0.072447 0.067596 0.018048
#> 17: 0.000000 0.000000 0.000000
#> 18: 0.072447 0.067596 0.018048
#> 19: 0.044660 0.113400 0.014342
#> 20: 0.000000 0.000000 0.000000
#> 21: 0.044660 0.113400 0.014342
#> 22: 0.044660 0.113400 0.014342
#> 23: 0.000000 0.000000 0.000000
#> 24: 0.044660 0.113400 0.014342
#> 25: 0.104779 0.091046 0.031238
#> 26: 0.000000 0.000000 0.000000
#> 27: 0.104779 0.091046 0.031238
#> 28: 0.104779 0.091046 0.031238
#> 29: 0.000000 0.000000 0.000000
#> 30: 0.104779 0.091046 0.031238
#> 31: 0.000000 0.108000 0.000000
#> 32: 0.000000 0.000000 0.000000
#> 33: 0.000000 0.108000 0.000000
#> 34: 0.000000 0.108000 0.000000
#> 35: 0.000000 0.000000 0.000000
#> 36: 0.000000 0.108000 0.000000
#> 37: 0.185636 0.213822 0.097351
#> 38: 0.000000 0.000000 0.000000
#> 39: 0.185636 0.213822 0.097351
#> 40: 0.185636 0.213822 0.097351
#> 41: 0.000000 0.000000 0.000000
#> 42: 0.185636 0.213822 0.097351
#> 43: 0.132050 0.097550 0.051655
#> 44: 0.000000 0.000000 0.000000
#> 45: 0.132050 0.097550 0.051655
#> 46: 0.132050 0.097550 0.051655
#> 47: 0.000000 0.000000 0.000000
#> 48: 0.132050 0.097550 0.051655
#> 49: 0.258840 0.240100 0.161783
#> 50: 0.000000 0.000000 0.000000
#> 51: 0.258840 0.240100 0.161783
#> 52: 0.258840 0.240100 0.161783
#> 53: 0.000000 0.000000 0.000000
#> 54: 0.258840 0.240100 0.161783
#> 55: 0.119804 0.095069 0.148221
#> 56: 0.000000 0.000000 0.000000
#> 57: 0.119804 0.095069 0.148221
#> 58: 0.119804 0.095069 0.148221
#> 59: 0.000000 0.000000 0.000000
#> 60: 0.119804 0.095069 0.148221
#> 61: 0.195100 0.133180 0.075510
#> 62: 0.000000 0.000000 0.000000
#> 63: 0.195100 0.133180 0.075510
#> 64: 0.195100 0.133180 0.075510
#> 65: 0.000000 0.000000 0.000000
#> 66: 0.195100 0.133180 0.075510
#> 67: 0.117716 0.052298 0.014342
#> 68: 0.000000 0.000000 0.000000
#> 69: 0.117716 0.052298 0.014342
#> 70: 0.117716 0.052298 0.014342
#> 71: 0.000000 0.000000 0.000000
#> 72: 0.117716 0.052298 0.014342
#> n2o_ration_fertilizer n2o_ration_manure_applied n2o_ration_crop_residues
#> <num> <num> <num>
#> ch4_ration_rice milk_production_mass_cohort milk_production_protein_cohort
#> <num> <num> <num>
#> 1: 0.000 50513974803 1565933219
#> 2: 0.000 0 0
#> 3: 0.000 0 0
#> 4: 0.000 0 0
#> 5: 0.000 0 0
#> 6: 0.000 0 0
#> 7: 0.000 0 0
#> 8: 0.000 0 0
#> 9: 0.000 0 0
#> 10: 0.000 0 0
#> 11: 0.000 0 0
#> 12: 0.000 0 0
#> 13: 0.000 64663043 3750456
#> 14: 0.000 0 0
#> 15: 0.000 0 0
#> 16: 0.000 0 0
#> 17: 0.000 0 0
#> 18: 0.000 0 0
#> 19: 0.000 0 0
#> 20: 0.000 0 0
#> 21: 0.000 0 0
#> 22: 0.000 0 0
#> 23: 0.000 0 0
#> 24: 0.000 0 0
#> 25: 0.000 138404115 4705740
#> 26: 0.000 0 0
#> 27: 0.000 0 0
#> 28: 0.000 0 0
#> 29: 0.000 0 0
#> 30: 0.000 0 0
#> 31: 0.000 0 0
#> 32: 0.000 0 0
#> 33: 0.000 0 0
#> 34: 0.000 0 0
#> 35: 0.000 0 0
#> 36: 0.000 0 0
#> 37: 0.000 78558504 3660826
#> 38: 0.000 0 0
#> 39: 0.000 0 0
#> 40: 0.000 0 0
#> 41: 0.000 0 0
#> 42: 0.000 0 0
#> 43: 7.200 28720555287 1005219435
#> 44: 0.000 0 0
#> 45: 7.200 0 0
#> 46: 7.200 0 0
#> 47: 0.000 0 0
#> 48: 7.200 0 0
#> 49: 0.000 0 0
#> 50: 0.000 0 0
#> 51: 0.000 0 0
#> 52: 0.000 0 0
#> 53: 0.000 0 0
#> 54: 0.000 0 0
#> 55: 0.736 0 0
#> 56: 0.000 0 0
#> 57: 0.736 0 0
#> 58: 0.736 0 0
#> 59: 0.000 0 0
#> 60: 0.736 0 0
#> 61: 0.000 1382779737 48397291
#> 62: 0.000 0 0
#> 63: 0.000 0 0
#> 64: 0.000 0 0
#> 65: 0.000 0 0
#> 66: 0.000 0 0
#> 67: 0.000 158470524 5546468
#> 68: 0.000 0 0
#> 69: 0.000 0 0
#> 70: 0.000 0 0
#> 71: 0.000 0 0
#> 72: 0.000 0 0
#> ch4_ration_rice milk_production_mass_cohort milk_production_protein_cohort
#> <num> <num> <num>
#> milk_production_fpcm_cohort fibre_production_cohort
#> <num> <num>
#> 1: 47870829419 0.000
#> 2: 0 0.000
#> 3: 0 0.000
#> 4: 0 0.000
#> 5: 0 0.000
#> 6: 0 0.000
#> 7: 0 0.000
#> 8: 0 0.000
#> 9: 0 0.000
#> 10: 0 0.000
#> 11: 0 0.000
#> 12: 0 0.000
#> 13: 96609660 4178278.794
#> 14: 0 0.000
#> 15: 0 881538.017
#> 16: 0 2938490.049
#> 17: 0 0.000
#> 18: 0 25617.157
#> 19: 0 11364562.472
#> 20: 0 0.000
#> 21: 0 1789195.608
#> 22: 0 5759416.231
#> 23: 0 0.000
#> 24: 0 280801.455
#> 25: 170714332 1697862.793
#> 26: 0 0.000
#> 27: 0 104870.260
#> 28: 0 516973.219
#> 29: 0 0.000
#> 30: 0 2642.270
#> 31: 0 85219.795
#> 32: 0 0.000
#> 33: 0 28930.945
#> 34: 0 15127.161
#> 35: 0 0.000
#> 36: 0 8425.587
#> 37: 128157410 0.000
#> 38: 0 0.000
#> 39: 0 0.000
#> 40: 0 0.000
#> 41: 0 0.000
#> 42: 0 0.000
#> 43: 40295747197 0.000
#> 44: 0 0.000
#> 45: 0 0.000
#> 46: 0 0.000
#> 47: 0 0.000
#> 48: 0 0.000
#> 49: 0 0.000
#> 50: 0 0.000
#> 51: 0 0.000
#> 52: 0 0.000
#> 53: 0 0.000
#> 54: 0 0.000
#> 55: 0 0.000
#> 56: 0 0.000
#> 57: 0 0.000
#> 58: 0 0.000
#> 59: 0 0.000
#> 60: 0 0.000
#> 61: 1316577976 3028327.447
#> 62: 0 0.000
#> 63: 0 2402477.568
#> 64: 0 47080.593
#> 65: 0 0.000
#> 66: 0 618631.277
#> 67: 150883612 148890.884
#> 68: 0 0.000
#> 69: 0 113864.120
#> 70: 0 14609.767
#> 71: 0 0.000
#> 72: 0 50771.772
#> milk_production_fpcm_cohort fibre_production_cohort
#> <num> <num>
#> meat_production_live_weight_cohort meat_production_carcass_weight_cohort
#> <num> <num>
#> 1: 2.730470e+09 1.774806e+09
#> 2: 2.874156e+08 1.868201e+08
#> 3: 1.016465e+09 6.607019e+08
#> 4: 4.398295e+05 2.858892e+05
#> 5: 1.086560e+09 7.062642e+08
#> 6: 9.161878e+07 5.955220e+07
#> 7: 1.175784e+05 7.642593e+04
#> 8: 3.350812e+05 2.178028e+05
#> 9: 1.768221e+05 1.149343e+05
#> 10: 1.142653e+05 7.427247e+04
#> 11: 3.962934e+05 2.575907e+05
#> 12: 1.079174e+05 7.014629e+04
#> 13: 3.717372e+07 2.416292e+07
#> 14: 1.597936e+07 1.038659e+07
#> 15: 1.140910e+07 7.415915e+06
#> 16: 1.493321e+07 9.706589e+06
#> 17: 3.169331e+07 2.060065e+07
#> 18: 1.409239e+06 9.160051e+05
#> 19: 3.460503e+07 2.249327e+07
#> 20: 3.059369e+07 1.988590e+07
#> 21: 2.776360e+07 1.804634e+07
#> 22: 1.821992e+07 1.184295e+07
#> 23: 4.687335e+07 3.046768e+07
#> 24: 1.096069e+07 7.124446e+06
#> 25: 9.423467e+06 6.125254e+06
#> 26: 4.019452e+06 2.612644e+06
#> 27: 1.832179e+06 1.190917e+06
#> 28: 6.357780e+06 4.132557e+06
#> 29: 5.273128e+06 3.427533e+06
#> 30: 1.303809e+05 8.474756e+04
#> 31: 6.223043e+05 4.044978e+05
#> 32: 4.217899e+05 2.741635e+05
#> 33: 5.071393e+05 3.296406e+05
#> 34: 1.190142e+05 7.735921e+04
#> 35: 7.541025e+05 4.901666e+05
#> 36: 3.496387e+05 2.272652e+05
#> 37: 1.215985e+07 7.903900e+06
#> 38: 8.735056e+06 5.677787e+06
#> 39: 1.249014e+07 8.118592e+06
#> 40: 4.305511e+06 2.798582e+06
#> 41: 1.186737e+07 7.713791e+06
#> 42: 2.852594e+06 1.854186e+06
#> 43: 3.019176e+09 1.962464e+09
#> 44: 2.606623e+08 1.694305e+08
#> 45: 6.462042e+08 4.200327e+08
#> 46: 2.150735e+08 1.397978e+08
#> 47: 1.657215e+09 1.077190e+09
#> 48: 7.136331e+06 4.638615e+06
#> 49: 7.107366e+08 4.619788e+08
#> 50: 8.743803e+08 5.683472e+08
#> 51: 3.129714e+08 2.034314e+08
#> 52: 7.610360e+08 4.946734e+08
#> 53: 8.953917e+08 5.820046e+08
#> 54: 5.276906e+07 3.429989e+07
#> 55: 5.180079e+06 3.367052e+06
#> 56: 2.882597e+07 1.873688e+07
#> 57: 1.109068e+06 7.208943e+05
#> 58: 5.531005e+06 3.595153e+06
#> 59: 2.943319e+07 1.913158e+07
#> 60: 2.084956e+04 1.355222e+04
#> 61: 4.846103e+07 3.149967e+07
#> 62: 0.000000e+00 0.000000e+00
#> 63: 0.000000e+00 0.000000e+00
#> 64: 8.657360e+05 5.627284e+05
#> 65: 0.000000e+00 0.000000e+00
#> 66: 1.657632e+08 1.077461e+08
#> 67: 3.896054e+06 2.532435e+06
#> 68: 0.000000e+00 0.000000e+00
#> 69: 0.000000e+00 0.000000e+00
#> 70: 4.303921e+05 2.797549e+05
#> 71: 0.000000e+00 0.000000e+00
#> 72: 2.154353e+07 1.400330e+07
#> meat_production_live_weight_cohort meat_production_carcass_weight_cohort
#> <num> <num>
#> meat_production_bone_free_meat_cohort meat_production_protein_cohort
#> <num> <num>
#> 1: 1.153624e+09 2.422610e+08
#> 2: 1.214331e+08 2.550095e+07
#> 3: 4.294563e+08 9.018581e+07
#> 4: 1.858280e+05 3.902387e+04
#> 5: 4.590717e+08 9.640506e+07
#> 6: 3.870893e+07 8.128876e+06
#> 7: 4.967686e+04 1.043214e+04
#> 8: 1.415718e+05 2.973008e+04
#> 9: 7.470732e+04 1.568854e+04
#> 10: 4.827710e+04 1.013819e+04
#> 11: 1.674340e+05 3.516113e+04
#> 12: 4.559509e+04 9.574969e+03
#> 13: 1.691404e+07 3.551949e+06
#> 14: 7.270611e+06 1.526828e+06
#> 15: 5.191141e+06 1.090140e+06
#> 16: 6.794612e+06 1.426869e+06
#> 17: 1.442046e+07 3.028296e+06
#> 18: 6.412036e+05 1.346528e+05
#> 19: 1.574529e+07 3.306511e+06
#> 20: 1.392013e+07 2.923227e+06
#> 21: 1.263244e+07 2.652812e+06
#> 22: 8.290063e+06 1.740913e+06
#> 23: 2.132738e+07 4.478749e+06
#> 24: 4.987112e+06 1.047294e+06
#> 25: 4.287678e+06 9.004123e+05
#> 26: 1.828851e+06 3.840586e+05
#> 27: 8.336417e+05 1.750647e+05
#> 28: 2.892790e+06 6.074859e+05
#> 29: 2.399273e+06 5.038473e+05
#> 30: 5.932329e+04 1.245789e+04
#> 31: 2.831485e+05 5.946118e+04
#> 32: 1.919144e+05 4.030203e+04
#> 33: 2.307484e+05 4.845716e+04
#> 34: 5.415145e+04 1.137180e+04
#> 35: 3.431167e+05 7.205450e+04
#> 36: 1.590856e+05 3.340798e+04
#> 37: 5.927925e+06 1.244864e+06
#> 38: 4.258340e+06 8.942514e+05
#> 39: 6.088944e+06 1.278678e+06
#> 40: 2.098936e+06 4.407767e+05
#> 41: 5.785343e+06 1.214922e+06
#> 42: 1.390640e+06 2.920343e+05
#> 43: 1.471848e+09 3.090881e+08
#> 44: 1.270729e+08 2.668530e+07
#> 45: 3.150245e+08 6.615515e+07
#> 46: 1.048483e+08 2.201815e+07
#> 47: 8.078924e+08 1.696574e+08
#> 48: 3.478961e+06 7.305819e+05
#> 49: 3.002862e+08 6.306010e+07
#> 50: 3.694257e+08 7.757939e+07
#> 51: 1.322304e+08 2.776839e+07
#> 52: 3.215377e+08 6.752292e+07
#> 53: 3.783030e+08 7.944363e+07
#> 54: 2.229493e+07 4.681935e+06
#> 55: 2.188584e+06 4.596025e+05
#> 56: 1.217897e+07 2.557584e+06
#> 57: 4.685813e+05 9.840207e+04
#> 58: 2.336849e+06 4.907384e+05
#> 59: 1.243552e+07 2.611460e+06
#> 60: 8.808940e+03 1.849877e+03
#> 61: 2.047479e+07 4.299705e+06
#> 62: 0.000000e+00 0.000000e+00
#> 63: 0.000000e+00 0.000000e+00
#> 64: 3.657735e+05 7.681243e+04
#> 65: 0.000000e+00 0.000000e+00
#> 66: 7.003494e+07 1.470734e+07
#> 67: 1.646083e+06 3.456774e+05
#> 68: 0.000000e+00 0.000000e+00
#> 69: 0.000000e+00 0.000000e+00
#> 70: 1.818407e+05 3.818654e+04
#> 71: 0.000000e+00 0.000000e+00
#> 72: 9.102143e+06 1.911450e+06
#> meat_production_bone_free_meat_cohort meat_production_protein_cohort
#> <num> <num>
#> milk_allocation_energy meat_allocation_energy fibre_allocation_energy
#> <num> <num> <num>
#> 1: 148558245766 70930704266 0.00
#> 2: 0 5459498936 0.00
#> 3: 0 25225336085 0.00
#> 4: 0 10254181 0.00
#> 5: 0 17458777507 0.00
#> 6: 0 1961416853 0.00
#> 7: 0 2979095 0.00
#> 8: 0 7750870 0.00
#> 9: 0 4203753 0.00
#> 10: 0 2552519 0.00
#> 11: 0 7754159 0.00
#> 12: 0 2170249 0.00
#> 13: 299810171 495340455 100278691.06
#> 14: 0 134626608 0.00
#> 15: 0 109649887 21156912.40
#> 16: 0 201298468 70523761.19
#> 17: 0 269134326 0.00
#> 18: 0 13236980 614811.76
#> 19: 0 530800747 272749499.33
#> 20: 0 290269906 0.00
#> 21: 0 372750803 42940694.60
#> 22: 0 278038379 138225989.54
#> 23: 0 432216444 0.00
#> 24: 0 140912970 6739234.91
#> 25: 529780287 153330412 40748707.04
#> 26: 0 24814422 0.00
#> 27: 0 15287980 2516886.25
#> 28: 0 146054314 12407357.25
#> 29: 0 32554093 0.00
#> 30: 0 1087917 63414.49
#> 31: 0 8124954 2045275.09
#> 32: 0 2532040 0.00
#> 33: 0 4642391 694342.68
#> 34: 0 2042842 363051.86
#> 35: 0 4526939 0.00
#> 36: 0 3200619 202214.08
#> 37: 397712768 310208481 0.00
#> 38: 0 114474375 0.00
#> 39: 0 291527440 0.00
#> 40: 0 98544602 0.00
#> 41: 0 131557189 0.00
#> 42: 0 56320893 0.00
#> 43: 125050382208 74620563140 0.00
#> 44: 0 3325621824 0.00
#> 45: 0 8244502318 0.00
#> 46: 0 4543068108 0.00
#> 47: 0 17885087671 0.00
#> 48: 0 77017097 0.00
#> 49: 0 0 0.00
#> 50: 0 0 0.00
#> 51: 0 0 0.00
#> 52: 0 0 0.00
#> 53: 0 0 0.00
#> 54: 0 0 0.00
#> 55: 0 0 0.00
#> 56: 0 0 0.00
#> 57: 0 0 0.00
#> 58: 0 0 0.00
#> 59: 0 0 0.00
#> 60: 0 0 0.00
#> 61: 4085755707 4326766984 393076575.06
#> 62: 0 0 0.00
#> 63: 0 0 311841328.51
#> 64: 0 77834760 6111055.94
#> 65: 0 0 0.00
#> 66: 0 14903084038 80298272.84
#> 67: 468239322 355670229 19326020.65
#> 68: 0 0 0.00
#> 69: 0 0 14779550.41
#> 70: 0 39446326 1896346.16
#> 71: 0 0 0.00
#> 72: 0 1974509183 6590170.55
#> milk_allocation_energy meat_allocation_energy fibre_allocation_energy
#> <num> <num> <num>
#> work_allocation_energy egg_allocation_energy
#> <num> <num>
#> 1: 0.0 0
#> 2: 0.0 0
#> 3: 0.0 0
#> 4: 0.0 0
#> 5: 0.0 0
#> 6: 0.0 0
#> 7: 0.0 0
#> 8: 0.0 0
#> 9: 0.0 0
#> 10: 467997.5 0
#> 11: 0.0 0
#> 12: 0.0 0
#> 13: 0.0 0
#> 14: 0.0 0
#> 15: 0.0 0
#> 16: 0.0 0
#> 17: 0.0 0
#> 18: 0.0 0
#> 19: 0.0 0
#> 20: 0.0 0
#> 21: 0.0 0
#> 22: 0.0 0
#> 23: 0.0 0
#> 24: 0.0 0
#> 25: 0.0 0
#> 26: 0.0 0
#> 27: 0.0 0
#> 28: 0.0 0
#> 29: 0.0 0
#> 30: 0.0 0
#> 31: 0.0 0
#> 32: 0.0 0
#> 33: 0.0 0
#> 34: 0.0 0
#> 35: 0.0 0
#> 36: 0.0 0
#> 37: 0.0 0
#> 38: 0.0 0
#> 39: 0.0 0
#> 40: 0.0 0
#> 41: 0.0 0
#> 42: 0.0 0
#> 43: 0.0 0
#> 44: 0.0 0
#> 45: 0.0 0
#> 46: 2889514739.0 0
#> 47: 0.0 0
#> 48: 0.0 0
#> 49: 0.0 0
#> 50: 0.0 0
#> 51: 0.0 0
#> 52: 0.0 0
#> 53: 0.0 0
#> 54: 0.0 0
#> 55: 0.0 0
#> 56: 0.0 0
#> 57: 0.0 0
#> 58: 0.0 0
#> 59: 0.0 0
#> 60: 0.0 0
#> 61: 0.0 0
#> 62: 0.0 0
#> 63: 0.0 0
#> 64: 31971007.7 0
#> 65: 0.0 0
#> 66: 0.0 0
#> 67: 0.0 0
#> 68: 0.0 0
#> 69: 0.0 0
#> 70: 9921051.0 0
#> 71: 0.0 0
#> 72: 0.0 0
#> work_allocation_energy egg_allocation_energy
#> <num> <num>
print(results$allocation_long)
#> Key: <commodity_name>
#> herd_id species_short variable_name commodity_name
#> <int> <char> <char> <char>
#> 1: 3 SHP ch4_enteric Fibre
#> 2: 3 SHP ch4_manure_other Fibre
#> 3: 3 SHP ch4_ration_rice Fibre
#> 4: 3 SHP co2_ration_crop_activities Fibre
#> 5: 3 SHP co2_ration_fertilizer Fibre
#> ---
#> 445: 12 CML n2o_manure_other_direct Work
#> 446: 12 CML n2o_manure_other_indirect Work
#> 447: 12 CML n2o_ration_crop_residues Work
#> 448: 12 CML n2o_ration_fertilizer Work
#> 449: 12 CML n2o_ration_manure_applied Work
#> commodity_type allocation_share
#> <char> <num>
#> 1: Non-Edible 0.11224423
#> 2: Non-Edible 0.11224423
#> 3: Non-Edible 0.11224423
#> 4: Non-Edible 0.11224423
#> 5: Non-Edible 0.11224423
#> ---
#> 445: Non-Edible 0.00343244
#> 446: Non-Edible 0.00343244
#> 447: Non-Edible 0.00343244
#> 448: Non-Edible 0.00343244
#> 449: Non-Edible 0.00343244
# }
# Example 2: You already HAVE herd structure — use cohort table and skip herd simulation.
# Pipeline skips herd simulation and uses this as the starting cohort table.
# \donttest{
path_run_gleam_examples <- system.file("extdata/run_gleam_examples", package = "gleam")
master_chrt_lvl_structure_dt <- data.table::fread(file.path(
path_run_gleam_examples, "master_chrt_lvl_structure_data.csv"
))
master_hrd_lvl_dt <- data.table::fread(
file.path(path_run_gleam_examples, "master_hrd_lvl_data.csv")
)
feed_rations_chrt_dt <- data.table::fread(
file.path(path_run_gleam_examples, "feed_rations_share_chrt.csv")
)
feed_params_dt <- data.table::fread(system.file(
"extdata/run_gleam_examples/feed_quality.csv",
package = "gleam"
))
feed_emissions_dt <- data.table::fread(system.file(
"extdata/run_gleam_examples/feed_emission_factors.csv",
package = "gleam"
))
manure_management_system_fraction_dt <- data.table::fread(
file.path(path_run_gleam_examples, "manure_management_system_fraction.csv")
)
manure_management_system_factors_dt <- data.table::fread(
file.path(path_run_gleam_examples, "manure_management_system_factors.csv")
)
results <- run_gleam(
has_herd_structure = TRUE,
cohort_level_data = master_chrt_lvl_structure_dt,
herd_level_data = master_hrd_lvl_dt,
feed_rations = feed_rations_chrt_dt,
feed_params = feed_params_dt,
feed_emissions = feed_emissions_dt,
manure_management_system_fraction = manure_management_system_fraction_dt,
manure_management_system_factors = manure_management_system_factors_dt,
simulation_duration = 365,
global_warming_potential_set = "AR6"
)
#>
#> ── 🕒 Running GLEAM pipeline… ──────────────────────────────────────────────────
#> 🕒 Calculating cohort weights, please wait…
#> ✔ Cohort weights calculation complete.
#> 🕒 Aggregating ration quality, please wait…
#> ✔ Ration quality aggregation complete.
#> 🕒 Calculating metabolic energy requirements and ration, please wait…
#> ✔ Metabolic energy requirements calculation complete.
#> 🕒 Calculating enteric methane emissions, please wait…
#> ✔ Enteric methane emissions calculation complete.
#> 🕒 Calculating nitrogen balance, please wait…
#> ✔ Nitrogen balance calculation complete.
#> 🕒 Calculating emissions from manure management systems…
#> ✔ Emissions from manure management calculation complete.
#> 🕒 Aggregating feed emissions, please wait…
#> ✔ Feed emissions aggregation complete.
#> 🕒 Calculating production (milk, fibre, meat), please wait…
#> ✔ Production cohort calculations completed.
#> 🕒 Computing allocation shares, please wait…
#> ✔ Allocation calculation complete.
#> 🕒 Aggregating results, please wait…
#> ✔ Aggregation complete.
#> ────────────────────────────────────────────────────────────────────────────────
#> ✔ GLEAM pipeline complete.
print(results$cohort_level_results)
#> Key: <herd_id, species_short, cohort_short>
#> herd_id species_short cohort_short cohort_stock_size cohort_duration_days
#> <int> <char> <char> <num> <int>
#> 1: 1 CTL FA 1.240094e+07 989
#> 2: 1 CTL FJ 7.023271e+05 60
#> 3: 1 CTL FS 6.905753e+06 710
#> 4: 1 CTL MA 1.225347e+03 823
#> 5: 1 CTL MJ 2.370447e+05 60
#> 6: 1 CTL MS 5.271326e+04 710
#> 7: 2 CTL FA 7.014573e+03 5000
#> 8: 2 CTL FJ 2.328332e+02 60
#> 9: 2 CTL FS 6.625667e+02 1400
#> 10: 2 CTL MA 1.612192e+03 1820
#> 11: 2 CTL MJ 1.935859e+02 60
#> 12: 2 CTL MS 2.842486e+02 1400
#> 13: 3 SHP FA 2.785519e+06 1110
#> 14: 3 SHP FJ 1.476204e+05 60
#> 15: 3 SHP FS 5.876920e+05 448
#> 16: 3 SHP MA 1.958993e+06 2090
#> 17: 3 SHP MJ 6.309694e+04 60
#> 18: 3 SHP MS 1.707810e+04 448
#> 19: 4 SHP FA 4.545825e+06 2430
#> 20: 4 SHP FJ 1.838593e+05 60
#> 21: 4 SHP FS 7.156782e+05 669
#> 22: 4 SHP MA 2.303766e+06 2680
#> 23: 4 SHP MJ 1.185504e+05 60
#> 24: 4 SHP MS 1.123206e+05 669
#> 25: 5 GTS FA 9.432571e+05 2230
#> 26: 5 GTS FJ 3.447891e+04 60
#> 27: 5 GTS FS 5.826126e+04 415
#> 28: 5 GTS MA 2.872073e+05 1540
#> 29: 5 GTS MJ 1.532746e+04 60
#> 30: 5 GTS MS 1.467928e+03 415
#> 31: 6 GTS FA 1.136264e+05 2110
#> 32: 6 GTS FJ 9.482460e+03 60
#> 33: 6 GTS FS 3.857459e+04 564
#> 34: 6 GTS MA 2.016955e+04 2600
#> 35: 6 GTS MJ 6.912891e+03 60
#> 36: 6 GTS MS 1.123412e+04 600
#> 37: 7 BFL FA 2.650601e+05 3650
#> 38: 7 BFL FJ 1.018474e+04 60
#> 39: 7 BFL FS 2.805708e+04 974
#> 40: 7 BFL MA 2.165653e+04 1170
#> 41: 7 BFL MJ 6.149071e+03 60
#> 42: 7 BFL MS 2.892509e+03 974
#> 43: 8 BFL FA 4.416865e+07 1830
#> 44: 8 BFL FJ 2.498356e+06 60
#> 45: 8 BFL FS 4.093659e+07 1400
#> 46: 8 BFL MA 4.598860e+06 2430
#> 47: 8 BFL MJ 5.665933e+05 60
#> 48: 8 BFL MS 3.095179e+04 1400
#> 49: 9 PGS FA 1.022903e+07 890
#> 50: 9 PGS FJ 3.152269e+06 27
#> 51: 9 PGS FS 9.588819e+05 359
#> 52: 9 PGS MA 9.347594e+06 890
#> 53: 9 PGS MJ 2.286055e+06 27
#> 54: 9 PGS MS 1.261730e+05 359
#> 55: 10 PGS FA 9.468841e+05 3650
#> 56: 10 PGS FJ 2.414018e+05 90
#> 57: 10 PGS FS 5.670844e+03 340
#> 58: 10 PGS MA 9.117222e+05 3650
#> 59: 10 PGS MJ 1.442343e+05 90
#> 60: 10 PGS MS 8.669005e+01 340
#> 61: 11 CML FA 3.028327e+06 5000
#> 62: 11 CML FJ 5.567416e+05 370
#> 63: 11 CML FS 2.402478e+06 2190
#> 64: 11 CML MA 4.708059e+04 5000
#> 65: 11 CML MJ 5.567416e+05 370
#> 66: 11 CML MS 6.186313e+05 2190
#> 67: 12 CML FA 1.488909e+05 5000
#> 68: 12 CML FJ 5.093173e+04 365
#> 69: 12 CML FS 1.138641e+05 1280
#> 70: 12 CML MA 1.460977e+04 5000
#> 71: 12 CML MJ 5.093173e+04 365
#> 72: 12 CML MS 5.077177e+04 1280
#> herd_id species_short cohort_short cohort_stock_size cohort_duration_days
#> <int> <char> <char> <num> <int>
#> offtake_rate offtake_heads_assessment high_activity_fraction
#> <num> <num> <num>
#> 1: 0.000 4.015397e+06 0.000036
#> 2: 0.247 1.149662e+06 0.000036
#> 3: 0.247 1.824891e+06 0.000036
#> 4: 0.000 4.801632e+02 0.000036
#> 5: 0.949 4.346241e+06 0.000036
#> 6: 0.949 1.514360e+05 0.000036
#> 7: 0.000 3.359382e+02 0.600000
#> 8: 0.661 1.523096e+03 0.600000
#> 9: 0.661 7.072882e+02 0.600000
#> 10: 0.000 2.539230e+02 0.600000
#> 11: 0.783 1.801334e+03 0.600000
#> 12: 0.783 4.316695e+02 0.600000
#> 13: 0.000 7.288965e+05 0.226000
#> 14: 0.453 5.326455e+05 0.226000
#> 15: 0.453 3.259743e+05 0.226000
#> 16: 0.000 2.531053e+05 0.226000
#> 17: 0.913 1.056444e+06 0.226000
#> 18: 0.913 4.026396e+04 0.226000
#> 19: 0.000 5.757908e+05 0.478000
#> 20: 0.543 8.741053e+05 0.478000
#> 21: 0.543 5.359769e+05 0.478000
#> 22: 0.000 2.591738e+05 0.478000
#> 23: 0.836 1.339239e+06 0.478000
#> 24: 0.836 1.960767e+05 0.478000
#> 25: 0.000 1.346210e+05 0.245000
#> 26: 0.737 2.679635e+05 0.245000
#> 27: 0.737 7.328718e+04 0.245000
#> 28: 0.000 5.779800e+04 0.245000
#> 29: 0.974 3.515418e+05 0.245000
#> 30: 0.974 5.215234e+03 0.245000
#> 31: 0.000 1.220205e+04 0.000000
#> 32: 0.359 3.012785e+04 0.000000
#> 33: 0.359 1.748756e+04 0.000000
#> 34: 0.000 1.582635e+03 0.000000
#> 35: 0.644 5.386447e+04 0.000000
#> 36: 0.644 1.205651e+04 0.000000
#> 37: 0.000 2.026641e+04 0.018900
#> 38: 0.664 6.719274e+04 0.018900
#> 39: 0.664 2.973843e+04 0.018900
#> 40: 0.000 5.381888e+03 0.018900
#> 41: 0.906 9.128747e+04 0.018900
#> 42: 0.906 6.791890e+03 0.018900
#> 43: 0.000 6.316267e+06 0.043100
#> 44: 0.134 2.369657e+06 0.043100
#> 45: 0.134 5.874583e+06 0.043100
#> 46: 0.000 4.301470e+05 0.043100
#> 47: 0.862 1.506559e+07 0.043100
#> 48: 0.862 6.487573e+04 0.043100
#> 49: 0.000 3.158829e+06 0.000000
#> 50: 0.948 1.249115e+08 0.000000
#> 51: 0.948 2.565339e+06 0.000000
#> 52: 0.000 2.871834e+06 0.000000
#> 53: 0.973 1.279131e+08 0.000000
#> 54: 0.973 4.325333e+05 0.000000
#> 55: 0.000 8.093874e+04 0.000000
#> 56: 0.952 4.804328e+06 0.000000
#> 57: 0.952 1.848447e+04 0.000000
#> 58: 0.000 7.790147e+04 0.000000
#> 59: 0.974 4.905532e+06 0.000000
#> 60: 0.974 3.474927e+02 0.000000
#> 61: 0.000 1.376734e+05 0.000000
#> 62: 0.000 0.000000e+00 0.000000
#> 63: 0.000 0.000000e+00 0.000000
#> 64: 0.004 2.266325e+03 0.000000
#> 65: 0.000 0.000000e+00 0.000000
#> 66: 0.496 4.339350e+05 0.000000
#> 67: 0.000 7.255222e+03 0.000000
#> 68: 0.000 0.000000e+00 0.000000
#> 69: 0.000 0.000000e+00 0.000000
#> 70: 0.004 7.524338e+02 0.000000
#> 71: 0.000 0.000000e+00 0.000000
#> 72: 0.500 3.766352e+04 0.000000
#> offtake_rate offtake_heads_assessment high_activity_fraction
#> <num> <num> <num>
#> low_activity_fraction live_weight_mature_stage live_weight_cohort_initial
#> <num> <num> <num>
#> 1: 1.66e-06 680.0 680.00
#> 2: 1.66e-06 680.0 41.00
#> 3: 1.66e-06 680.0 250.00
#> 4: 1.66e-06 916.0 916.00
#> 5: 1.66e-06 916.0 41.00
#> 6: 1.66e-06 916.0 250.00
#> 7: 4.65e-02 350.0 350.00
#> 8: 4.65e-02 350.0 14.00
#> 9: 4.65e-02 350.0 220.00
#> 10: 4.65e-02 450.0 450.00
#> 11: 4.65e-02 450.0 14.00
#> 12: 4.65e-02 450.0 220.00
#> 13: 1.33e-01 51.0 51.00
#> 14: 1.33e-01 51.0 4.19
#> 15: 1.33e-01 51.0 30.00
#> 16: 1.33e-01 59.0 59.00
#> 17: 1.33e-01 59.0 4.19
#> 18: 1.33e-01 59.0 30.00
#> 19: 2.18e-02 60.1 60.10
#> 20: 2.18e-02 60.1 5.21
#> 21: 2.18e-02 60.1 35.00
#> 22: 2.18e-02 70.3 70.30
#> 23: 2.18e-02 70.3 5.21
#> 24: 2.18e-02 70.3 35.00
#> 25: 1.09e-01 70.0 70.00
#> 26: 1.09e-01 70.0 3.50
#> 27: 1.09e-01 70.0 15.00
#> 28: 1.09e-01 110.0 110.00
#> 29: 1.09e-01 110.0 3.50
#> 30: 1.09e-01 110.0 15.00
#> 31: 7.50e-01 51.0 51.00
#> 32: 7.50e-01 51.0 3.30
#> 33: 7.50e-01 51.0 14.00
#> 34: 7.50e-01 75.2 75.20
#> 35: 7.50e-01 75.2 3.30
#> 36: 7.50e-01 75.2 14.00
#> 37: 1.11e-02 600.0 600.00
#> 38: 1.11e-02 600.0 38.00
#> 39: 1.11e-02 600.0 130.00
#> 40: 1.11e-02 800.0 800.00
#> 41: 1.11e-02 800.0 38.00
#> 42: 1.11e-02 800.0 130.00
#> 43: 1.57e-01 478.0 478.00
#> 44: 1.57e-01 478.0 32.60
#> 45: 1.57e-01 478.0 110.00
#> 46: 1.57e-01 500.0 500.00
#> 47: 1.57e-01 500.0 32.60
#> 48: 1.57e-01 500.0 110.00
#> 49: 0.00e+00 225.0 225.00
#> 50: 0.00e+00 225.0 1.20
#> 51: 0.00e+00 225.0 7.00
#> 52: 0.00e+00 265.0 265.00
#> 53: 0.00e+00 265.0 1.20
#> 54: 0.00e+00 265.0 7.00
#> 55: 2.00e-01 64.0 64.00
#> 56: 2.00e-01 64.0 1.00
#> 57: 2.00e-01 64.0 6.00
#> 58: 2.00e-01 71.0 71.00
#> 59: 2.00e-01 71.0 1.00
#> 60: 2.00e-01 71.0 6.00
#> 61: 1.00e+00 352.0 352.00
#> 62: 1.00e+00 352.0 28.70
#> 63: 1.00e+00 352.0 120.00
#> 64: 1.00e+00 382.0 382.00
#> 65: 1.00e+00 382.0 28.70
#> 66: 1.00e+00 382.0 120.00
#> 67: 0.00e+00 537.0 537.00
#> 68: 0.00e+00 537.0 32.70
#> 69: 0.00e+00 537.0 150.00
#> 70: 0.00e+00 572.0 572.00
#> 71: 0.00e+00 572.0 32.70
#> 72: 0.00e+00 572.0 150.00
#> low_activity_fraction live_weight_mature_stage live_weight_cohort_initial
#> <num> <num> <num>
#> live_weight_cohort_potential_final live_weight_cohort_at_slaughter
#> <num> <num>
#> 1: 680.0 680.0
#> 2: 250.0 250.0
#> 3: 680.0 557.0
#> 4: 916.0 916.0
#> 5: 250.0 250.0
#> 6: 916.0 605.0
#> 7: 350.0 350.0
#> 8: 220.0 220.0
#> 9: 350.0 250.0
#> 10: 450.0 450.0
#> 11: 220.0 220.0
#> 12: 450.0 250.0
#> 13: 51.0 51.0
#> 14: 30.0 30.0
#> 15: 51.0 35.0
#> 16: 59.0 59.0
#> 17: 30.0 30.0
#> 18: 59.0 35.0
#> 19: 60.1 60.1
#> 20: 35.0 35.0
#> 21: 60.1 51.8
#> 22: 70.3 70.3
#> 23: 35.0 35.0
#> 24: 70.3 55.9
#> 25: 70.0 70.0
#> 26: 15.0 15.0
#> 27: 70.0 25.0
#> 28: 110.0 110.0
#> 29: 15.0 15.0
#> 30: 110.0 25.0
#> 31: 51.0 51.0
#> 32: 14.0 14.0
#> 33: 51.0 29.0
#> 34: 75.2 75.2
#> 35: 14.0 14.0
#> 36: 75.2 29.0
#> 37: 600.0 600.0
#> 38: 130.0 130.0
#> 39: 600.0 420.0
#> 40: 800.0 800.0
#> 41: 130.0 130.0
#> 42: 800.0 420.0
#> 43: 478.0 478.0
#> 44: 110.0 110.0
#> 45: 478.0 110.0
#> 46: 500.0 500.0
#> 47: 110.0 110.0
#> 48: 500.0 110.0
#> 49: 225.0 225.0
#> 50: 7.0 7.0
#> 51: 225.0 122.0
#> 52: 265.0 265.0
#> 53: 7.0 7.0
#> 54: 265.0 122.0
#> 55: 64.0 64.0
#> 56: 6.0 6.0
#> 57: 64.0 60.0
#> 58: 71.0 71.0
#> 59: 6.0 6.0
#> 60: 71.0 60.0
#> 61: 352.0 352.0
#> 62: 120.0 120.0
#> 63: 352.0 352.0
#> 64: 382.0 382.0
#> 65: 120.0 120.0
#> 66: 382.0 382.0
#> 67: 537.0 537.0
#> 68: 150.0 150.0
#> 69: 537.0 537.0
#> 70: 572.0 572.0
#> 71: 150.0 150.0
#> 72: 572.0 572.0
#> live_weight_cohort_potential_final live_weight_cohort_at_slaughter
#> <num> <num>
#> live_weight_cohort_average live_weight_cohort_final daily_weight_gain
#> <num> <num> <num>
#> 1: 680.00000 680.0000 0.00000000
#> 2: 145.50000 250.0000 3.48333333
#> 3: 449.80950 649.6190 0.60563380
#> 4: 916.00000 916.0000 0.00000000
#> 5: 145.50000 250.0000 3.48333333
#> 6: 435.43050 620.8610 0.93802817
#> 7: 350.00000 350.0000 0.00000000
#> 8: 117.00000 220.0000 3.43333333
#> 9: 251.95000 283.9000 0.09285714
#> 10: 450.00000 450.0000 0.00000000
#> 11: 117.00000 220.0000 3.43333333
#> 12: 256.70000 293.4000 0.16428571
#> 13: 51.00000 51.0000 0.00000000
#> 14: 17.09500 30.0000 0.43016667
#> 15: 36.87600 43.7520 0.04687500
#> 16: 59.00000 59.0000 0.00000000
#> 17: 17.09500 30.0000 0.43016667
#> 18: 33.54400 37.0880 0.06473214
#> 19: 60.10000 60.1000 0.00000000
#> 20: 20.10500 35.0000 0.49650000
#> 21: 45.29655 55.5931 0.03751868
#> 22: 70.30000 70.3000 0.00000000
#> 23: 20.10500 35.0000 0.49650000
#> 24: 46.63080 58.2616 0.05276532
#> 25: 70.00000 70.0000 0.00000000
#> 26: 9.25000 15.0000 0.19166667
#> 27: 25.91750 36.8350 0.13253012
#> 28: 110.00000 110.0000 0.00000000
#> 29: 9.25000 15.0000 0.19166667
#> 30: 21.10500 27.2100 0.22891566
#> 31: 51.00000 51.0000 0.00000000
#> 32: 8.65000 14.0000 0.17833333
#> 33: 28.55100 43.1020 0.06560284
#> 34: 75.20000 75.2000 0.00000000
#> 35: 8.65000 14.0000 0.17833333
#> 36: 29.72360 45.4472 0.10200000
#> 37: 600.00000 600.0000 0.00000000
#> 38: 84.00000 130.0000 1.53333333
#> 39: 305.24000 480.4800 0.48254620
#> 40: 800.00000 800.0000 0.00000000
#> 41: 84.00000 130.0000 1.53333333
#> 42: 292.86000 455.7200 0.68788501
#> 43: 478.00000 478.0000 0.00000000
#> 44: 71.30000 110.0000 1.29000000
#> 45: 269.34400 428.6880 0.26285714
#> 46: 500.00000 500.0000 0.00000000
#> 47: 71.30000 110.0000 1.29000000
#> 48: 136.91000 163.8200 0.27857143
#> 49: 225.00000 225.0000 0.00000000
#> 50: 4.10000 7.0000 0.21481481
#> 51: 67.17800 127.3560 0.60724234
#> 52: 265.00000 265.0000 0.00000000
#> 53: 4.10000 7.0000 0.21481481
#> 54: 66.43050 125.8610 0.71866295
#> 55: 64.00000 64.0000 0.00000000
#> 56: 3.50000 6.0000 0.05555556
#> 57: 33.09600 60.1920 0.17058824
#> 58: 71.00000 71.0000 0.00000000
#> 59: 3.50000 6.0000 0.05555556
#> 60: 33.14300 60.2860 0.19117647
#> 61: 352.00000 352.0000 0.00000000
#> 62: 74.35000 120.0000 0.24675676
#> 63: 236.00000 352.0000 0.10593607
#> 64: 382.00000 382.0000 0.00000000
#> 65: 74.35000 120.0000 0.24675676
#> 66: 251.00000 382.0000 0.11963470
#> 67: 537.00000 537.0000 0.00000000
#> 68: 91.35000 150.0000 0.32136986
#> 69: 343.50000 537.0000 0.30234375
#> 70: 572.00000 572.0000 0.00000000
#> 71: 91.35000 150.0000 0.32136986
#> 72: 361.00000 572.0000 0.32968750
#> live_weight_cohort_average live_weight_cohort_final daily_weight_gain
#> <num> <num> <num>
#> ration_gross_energy ration_metabolizable_energy ration_nitrogen
#> <num> <num> <num>
#> 1: 18.788 10.9430 0.0210060
#> 2: 21.900 20.4000 0.0411000
#> 3: 18.788 10.9430 0.0210060
#> 4: 18.788 10.9430 0.0210060
#> 5: 21.900 20.4000 0.0411000
#> 6: 18.788 10.9430 0.0210060
#> 7: 17.850 8.1062 0.0164160
#> 8: 21.900 20.4000 0.0411000
#> 9: 17.850 8.1062 0.0164160
#> 10: 17.850 8.1062 0.0164160
#> 11: 21.900 20.4000 0.0411000
#> 12: 17.850 8.1062 0.0164160
#> 13: 18.214 9.4792 0.0200758
#> 14: 20.400 19.0000 0.0486000
#> 15: 18.214 9.4792 0.0200758
#> 16: 18.214 9.4792 0.0200758
#> 17: 20.400 19.0000 0.0486000
#> 18: 18.214 9.4792 0.0200758
#> 19: 17.929 8.0304 0.0168610
#> 20: 20.400 19.0000 0.0486000
#> 21: 17.929 8.0304 0.0168610
#> 22: 17.929 8.0304 0.0168610
#> 23: 20.400 19.0000 0.0486000
#> 24: 17.929 8.0304 0.0168610
#> 25: 18.358 10.1050 0.0269400
#> 26: 21.900 20.4000 0.0411000
#> 27: 18.358 10.1050 0.0269400
#> 28: 18.358 10.1050 0.0269400
#> 29: 21.900 20.4000 0.0411000
#> 30: 18.358 10.1050 0.0269400
#> 31: 17.850 7.9100 0.0156500
#> 32: 21.900 20.4000 0.0411000
#> 33: 17.850 7.9100 0.0156500
#> 34: 17.850 7.9100 0.0156500
#> 35: 21.900 20.4000 0.0411000
#> 36: 17.850 7.9100 0.0156500
#> 37: 18.888 10.5940 0.0205852
#> 38: 24.300 22.6000 0.0445000
#> 39: 18.888 10.5940 0.0205852
#> 40: 18.888 10.5940 0.0205852
#> 41: 24.300 22.6000 0.0445000
#> 42: 18.888 10.5940 0.0205852
#> 43: 18.245 7.9301 0.0144556
#> 44: 24.300 22.6000 0.0445000
#> 45: 18.245 7.9301 0.0144556
#> 46: 18.245 7.9301 0.0144556
#> 47: 24.300 22.6000 0.0445000
#> 48: 18.245 7.9301 0.0144556
#> 49: 18.857 14.1850 0.0349430
#> 50: 25.800 24.1000 0.0468000
#> 51: 18.857 14.1850 0.0349430
#> 52: 18.857 14.1850 0.0349430
#> 53: 25.800 24.1000 0.0468000
#> 54: 18.857 14.1850 0.0349430
#> 55: 18.236 9.2350 0.0234152
#> 56: 25.800 24.1000 0.0468000
#> 57: 18.236 9.2350 0.0234152
#> 58: 18.236 9.2350 0.0234152
#> 59: 25.800 24.1000 0.0468000
#> 60: 18.236 9.2350 0.0234152
#> 61: 18.140 8.8456 0.0217400
#> 62: 22.200 20.7000 0.0400000
#> 63: 18.140 8.8456 0.0217400
#> 64: 18.140 8.8456 0.0217400
#> 65: 22.200 20.7000 0.0400000
#> 66: 18.140 8.8456 0.0217400
#> 67: 18.116 8.6922 0.0176120
#> 68: 22.200 20.7000 0.0400000
#> 69: 18.116 8.6922 0.0176120
#> 70: 18.116 8.6922 0.0176120
#> 71: 22.200 20.7000 0.0400000
#> 72: 18.116 8.6922 0.0176120
#> ration_gross_energy ration_metabolizable_energy ration_nitrogen
#> <num> <num> <num>
#> ration_digestibility_fraction ration_urinary_energy_fraction ration_ash
#> <num> <num> <num>
#> 1: 0.7095322 0.128390 0.04
#> 2: 0.9726027 0.041100 0.04
#> 3: 0.7095322 0.128390 0.04
#> 4: 0.7095322 0.128390 0.04
#> 5: 0.9726027 0.041100 0.04
#> 6: 0.7095322 0.128390 0.04
#> 7: 0.5721907 0.118280 0.04
#> 8: 0.9726027 0.041100 0.04
#> 9: 0.5721907 0.118280 0.04
#> 10: 0.5721907 0.118280 0.04
#> 11: 0.9726027 0.041100 0.04
#> 12: 0.5721907 0.118280 0.04
#> 13: 0.6428824 0.122634 0.04
#> 14: 0.9705882 0.039200 0.04
#> 15: 0.6428824 0.122634 0.04
#> 16: 0.6428824 0.122634 0.04
#> 17: 0.9705882 0.039200 0.04
#> 18: 0.6428824 0.122634 0.04
#> 19: 0.5634958 0.116220 0.04
#> 20: 0.9705882 0.039200 0.04
#> 21: 0.5634958 0.116220 0.04
#> 22: 0.5634958 0.116220 0.04
#> 23: 0.9705882 0.039200 0.04
#> 24: 0.5634958 0.116220 0.04
#> 25: 0.6849606 0.136150 0.04
#> 26: 0.9726027 0.041100 0.04
#> 27: 0.6849606 0.136150 0.04
#> 28: 0.6849606 0.136150 0.04
#> 29: 0.9726027 0.041100 0.04
#> 30: 0.6849606 0.136150 0.04
#> 31: 0.5580566 0.115000 0.04
#> 32: 0.9726027 0.041100 0.04
#> 33: 0.5580566 0.115000 0.04
#> 34: 0.5580566 0.115000 0.04
#> 35: 0.9726027 0.041100 0.04
#> 36: 0.5580566 0.115000 0.04
#> 37: 0.6843249 0.124646 0.04
#> 38: 0.9711934 0.041200 0.04
#> 39: 0.6843249 0.124646 0.04
#> 40: 0.6843249 0.124646 0.04
#> 41: 0.9711934 0.041200 0.04
#> 42: 0.6843249 0.124646 0.04
#> 43: 0.5362405 0.103938 0.04
#> 44: 0.9711934 0.041200 0.04
#> 45: 0.5362405 0.103938 0.04
#> 46: 0.5362405 0.103938 0.04
#> 47: 0.9711934 0.041200 0.04
#> 48: 0.5362405 0.103938 0.04
#> 49: 0.7902968 0.034718 0.04
#> 50: 0.9728682 0.038800 0.04
#> 51: 0.7902968 0.034718 0.04
#> 52: 0.7902968 0.034718 0.04
#> 53: 0.9728682 0.038800 0.04
#> 54: 0.7902968 0.034718 0.04
#> 55: 0.5495364 0.046149 0.04
#> 56: 0.9728682 0.038800 0.04
#> 57: 0.5495364 0.046149 0.04
#> 58: 0.5495364 0.046149 0.04
#> 59: 0.9728682 0.038800 0.04
#> 60: 0.5495364 0.046149 0.04
#> 61: 0.6131448 0.127710 0.04
#> 62: 0.9729730 0.040500 0.04
#> 63: 0.6131448 0.127710 0.04
#> 64: 0.6131448 0.127710 0.04
#> 65: 0.9729730 0.040500 0.04
#> 66: 0.6131448 0.127710 0.04
#> 67: 0.5968941 0.117380 0.04
#> 68: 0.9729730 0.040500 0.04
#> 69: 0.5968941 0.117380 0.04
#> 70: 0.5968941 0.117380 0.04
#> 71: 0.9729730 0.040500 0.04
#> 72: 0.5968941 0.117380 0.04
#> ration_digestibility_fraction ration_urinary_energy_fraction ration_ash
#> <num> <num> <num>
#> metabolic_energy_req_maintenance metabolic_energy_req_activity
#> <num> <num>
#> 1: 46.287258 0.0006129451
#> 2: 13.489726 0.0001786336
#> 3: 31.450484 0.0004164736
#> 4: 61.606045 0.0008157996
#> 5: 13.489726 0.0001786336
#> 6: 30.926747 0.0004095382
#> 7: 26.055950 5.8340573879
#> 8: 11.455005 2.5648328054
#> 9: 20.362994 4.5593762810
#> 10: 36.150234 8.0942180800
#> 11: 11.455005 2.5648328054
#> 12: 21.318239 4.7732602371
#> 13: 4.141306 0.3492021000
#> 14: 1.984101 0.1170511745
#> 15: 3.451551 0.2524936596
#> 16: 5.312471 0.4039789000
#> 17: 2.009994 0.1170511745
#> 18: 3.256855 0.2296791224
#> 19: 4.683986 0.7034861260
#> 20: 2.240733 0.2353342523
#> 21: 3.954959 0.5302078949
#> 22: 6.058625 0.8228797780
#> 23: 2.295855 0.2353342523
#> 24: 4.141448 0.5458256380
#> 25: 7.623143 0.5565700000
#> 26: 1.670771 0.0735467500
#> 27: 3.618307 0.2060700425
#> 28: 10.699293 0.8746100000
#> 29: 1.670771 0.0735467500
#> 30: 3.101698 0.1678058550
#> 31: 6.011574 0.7267500000
#> 32: 1.588812 0.1232625000
#> 33: 3.890689 0.4068517500
#> 34: 8.044035 1.0716000000
#> 35: 1.588812 0.1232625000
#> 36: 4.009928 0.4235613000
#> 37: 41.751932 0.3628660444
#> 38: 8.934399 0.0776488604
#> 39: 23.514565 0.2043650874
#> 40: 55.656926 0.4837143419
#> 41: 8.934399 0.0776488604
#> 42: 23.115016 0.2008926005
#> 43: 35.207409 1.4859639036
#> 44: 7.900835 0.3334626627
#> 45: 21.408505 0.9035673831
#> 46: 39.122737 1.6512142272
#> 47: 7.900835 0.3334626627
#> 48: 13.153025 0.5551365857
#> 49: 25.765022 0.0000000000
#> 50: 1.277855 0.0000000000
#> 51: 10.406721 0.0000000000
#> 52: 29.129165 0.0000000000
#> 53: 1.277855 0.0000000000
#> 54: 10.319752 0.0000000000
#> 55: 10.035259 0.2508814860
#> 56: 1.134866 0.0283716547
#> 57: 6.119631 0.1529907817
#> 58: 10.847693 0.2711923250
#> 59: 1.134866 0.0283716547
#> 60: 6.126148 0.1531537008
#> 61: 35.350556 3.5350556465
#> 62: 11.014125 1.1014124635
#> 63: 26.192277 2.6192277250
#> 64: 37.586923 3.7586923421
#> 65: 11.014125 1.1014124635
#> 66: 27.431184 2.7431183671
#> 67: 48.525495 0.0000000000
#> 68: 12.853478 0.0000000000
#> 69: 34.708378 0.0000000000
#> 70: 50.878732 0.0000000000
#> 71: 12.853478 0.0000000000
#> 72: 36.026300 0.0000000000
#> metabolic_energy_req_maintenance metabolic_energy_req_activity
#> <num> <num>
#> metabolic_energy_req_growth metabolic_energy_req_lactation
#> <num> <num>
#> 1: 0.0000000 39.6787123
#> 2: 32.1983739 0.0000000
#> 3: 11.0147361 0.0000000
#> 4: 0.0000000 0.0000000
#> 5: 21.6175258 0.0000000
#> 6: 11.6627279 0.0000000
#> 7: 0.0000000 2.8373819
#> 8: 44.2862193 0.0000000
#> 9: 1.5001268 0.0000000
#> 10: 0.0000000 0.0000000
#> 11: 30.0531238 0.0000000
#> 12: 1.9304217 0.0000000
#> 13: 0.0000000 1.8050967
#> 14: 4.2125146 0.0000000
#> 15: 0.5738452 0.0000000
#> 16: 0.0000000 0.0000000
#> 17: 4.1940037 0.0000000
#> 18: 0.2382126 0.0000000
#> 19: 0.0000000 1.3984977
#> 20: 5.5346096 0.0000000
#> 21: 0.6920835 0.0000000
#> 22: 0.0000000 0.0000000
#> 23: 5.2732851 0.0000000
#> 24: 0.6689772 0.0000000
#> 25: 0.0000000 1.5935342
#> 26: 1.5433958 0.0000000
#> 27: 0.7130719 0.0000000
#> 28: 0.0000000 0.0000000
#> 29: 1.5433958 0.0000000
#> 30: 0.3520202 0.0000000
#> 31: 0.0000000 0.6802562
#> 32: 1.4007192 0.0000000
#> 33: 0.7441562 0.0000000
#> 34: 0.0000000 0.0000000
#> 35: 1.4007192 0.0000000
#> 36: 0.7761582 0.0000000
#> 37: 0.0000000 8.6751646
#> 38: 9.5222412 0.0000000
#> 39: 7.0503332 0.0000000
#> 40: 0.0000000 0.0000000
#> 41: 6.4015613 0.0000000
#> 42: 6.7792718 0.0000000
#> 43: 0.0000000 11.4940320
#> 44: 8.2615771 0.0000000
#> 45: 3.9092368 0.0000000
#> 46: 0.0000000 0.0000000
#> 47: 6.6199666 0.0000000
#> 48: 2.0097569 0.0000000
#> 49: 0.0000000 8.4025534
#> 50: 5.2731667 0.0000000
#> 51: 14.9062813 0.0000000
#> 52: 0.0000000 0.0000000
#> 53: 5.2731667 0.0000000
#> 54: 17.6413788 0.0000000
#> 55: 0.0000000 1.4307671
#> 56: 1.3637500 0.0000000
#> 57: 4.1875147 0.0000000
#> 58: 0.0000000 0.0000000
#> 59: 1.3637500 0.0000000
#> 60: 4.6929044 0.0000000
#> 61: 0.0000000 7.2678721
#> 62: 10.1663784 0.0000000
#> 63: 4.3645662 0.0000000
#> 64: 0.0000000 0.0000000
#> 65: 10.1663784 0.0000000
#> 66: 4.9289498 0.0000000
#> 67: 0.0000000 17.2664699
#> 68: 13.2404384 0.0000000
#> 69: 12.4565625 0.0000000
#> 70: 0.0000000 0.0000000
#> 71: 13.2404384 0.0000000
#> 72: 13.5831250 0.0000000
#> metabolic_energy_req_growth metabolic_energy_req_lactation
#> <num> <num>
#> metabolic_energy_req_work metabolic_energy_req_fibre_production
#> <num> <num>
#> 1: 0.0000000 0.00000000
#> 2: 0.0000000 0.00000000
#> 3: 0.0000000 0.00000000
#> 4: 0.0000000 0.00000000
#> 5: 0.0000000 0.00000000
#> 6: 0.0000000 0.00000000
#> 7: 0.0000000 0.00000000
#> 8: 0.0000000 0.00000000
#> 9: 0.0000000 0.00000000
#> 10: 0.7953051 0.00000000
#> 11: 0.0000000 0.00000000
#> 12: 0.0000000 0.00000000
#> 13: 0.0000000 0.09863014
#> 14: 0.0000000 0.00000000
#> 15: 0.0000000 0.09863014
#> 16: 0.0000000 0.09863014
#> 17: 0.0000000 0.00000000
#> 18: 0.0000000 0.09863014
#> 19: 0.0000000 0.16438356
#> 20: 0.0000000 0.00000000
#> 21: 0.0000000 0.16438356
#> 22: 0.0000000 0.16438356
#> 23: 0.0000000 0.00000000
#> 24: 0.0000000 0.16438356
#> 25: 0.0000000 0.11835616
#> 26: 0.0000000 0.00000000
#> 27: 0.0000000 0.11835616
#> 28: 0.0000000 0.11835616
#> 29: 0.0000000 0.00000000
#> 30: 0.0000000 0.11835616
#> 31: 0.0000000 0.04931507
#> 32: 0.0000000 0.00000000
#> 33: 0.0000000 0.04931507
#> 34: 0.0000000 0.04931507
#> 35: 0.0000000 0.00000000
#> 36: 0.0000000 0.04931507
#> 37: 0.0000000 0.00000000
#> 38: 0.0000000 0.00000000
#> 39: 0.0000000 0.00000000
#> 40: 0.0000000 0.00000000
#> 41: 0.0000000 0.00000000
#> 42: 0.0000000 0.00000000
#> 43: 0.0000000 0.00000000
#> 44: 0.0000000 0.00000000
#> 45: 0.0000000 0.00000000
#> 46: 1.7214004 0.00000000
#> 47: 0.0000000 0.00000000
#> 48: 0.0000000 0.00000000
#> 49: 0.0000000 0.00000000
#> 50: 0.0000000 0.00000000
#> 51: 0.0000000 0.00000000
#> 52: 0.0000000 0.00000000
#> 53: 0.0000000 0.00000000
#> 54: 0.0000000 0.00000000
#> 55: 0.0000000 0.00000000
#> 56: 0.0000000 0.00000000
#> 57: 0.0000000 0.00000000
#> 58: 0.0000000 0.00000000
#> 59: 0.0000000 0.00000000
#> 60: 0.0000000 0.00000000
#> 61: 0.0000000 0.15291494
#> 62: 0.0000000 0.00000000
#> 63: 0.0000000 0.15291494
#> 64: 0.8000000 0.15291494
#> 65: 0.0000000 0.00000000
#> 66: 0.0000000 0.15291494
#> 67: 0.0000000 0.15291494
#> 68: 0.0000000 0.00000000
#> 69: 0.0000000 0.15291494
#> 70: 0.8000000 0.15291494
#> 71: 0.0000000 0.00000000
#> 72: 0.0000000 0.15291494
#> metabolic_energy_req_work metabolic_energy_req_fibre_production
#> <num> <num>
#> metabolic_energy_req_pregnancy
#> <num>
#> 1: 2.87107813
#> 2: 0.00000000
#> 3: 0.94395307
#> 4: 0.00000000
#> 5: 0.00000000
#> 6: 0.00000000
#> 7: 1.38183624
#> 8: 0.00000000
#> 9: 0.13954033
#> 10: 0.00000000
#> 11: 0.00000000
#> 12: 0.00000000
#> 13: 0.12349852
#> 14: 0.00000000
#> 15: 0.04932396
#> 16: 0.00000000
#> 17: 0.00000000
#> 18: 0.00000000
#> 19: 0.11189568
#> 20: 0.00000000
#> 21: 0.03162033
#> 22: 0.00000000
#> 23: 0.00000000
#> 24: 0.00000000
#> 25: 0.19780490
#> 26: 0.00000000
#> 27: 0.02648470
#> 28: 0.00000000
#> 29: 0.00000000
#> 30: 0.00000000
#> 31: 0.25022064
#> 32: 0.00000000
#> 33: 0.05107254
#> 34: 0.00000000
#> 35: 0.00000000
#> 36: 0.00000000
#> 37: 2.83684363
#> 38: 0.00000000
#> 39: 0.25146582
#> 40: 0.00000000
#> 41: 0.00000000
#> 42: 0.00000000
#> 43: 2.49683228
#> 44: 0.00000000
#> 45: 0.41052338
#> 46: 0.00000000
#> 47: 0.00000000
#> 48: 0.00000000
#> 49: 1.48558190
#> 50: 0.00000000
#> 51: 0.03369747
#> 52: 0.00000000
#> 53: 0.00000000
#> 54: 0.00000000
#> 55: 0.52907566
#> 56: 0.00000000
#> 57: 0.01703001
#> 58: 0.00000000
#> 59: 0.00000000
#> 60: 0.00000000
#> 61: 1.82408871
#> 62: 0.00000000
#> 63: 0.55972538
#> 64: 0.00000000
#> 65: 0.00000000
#> 66: 0.00000000
#> 67: 4.83313927
#> 68: 0.00000000
#> 69: 1.26902505
#> 70: 0.00000000
#> 71: 0.00000000
#> 72: 0.00000000
#> metabolic_energy_req_pregnancy
#> <num>
#> net_energy_maintenance_digestible_energy_ratio
#> <num>
#> 1: 0.5313640
#> 2: 0.5703707
#> 3: 0.5313640
#> 4: 0.5313640
#> 5: 0.5703707
#> 6: 0.5313640
#> 7: 0.4818171
#> 8: 0.5703707
#> 9: 0.4818171
#> 10: 0.4818171
#> 11: 0.5703707
#> 12: 0.4818171
#> 13: 0.5113743
#> 14: 0.5702122
#> 15: 0.5113743
#> 16: 0.5113743
#> 17: 0.5702122
#> 18: 0.5113743
#> 19: 0.4774136
#> 20: 0.5702122
#> 21: 0.4774136
#> 22: 0.4774136
#> 23: 0.5702122
#> 24: 0.4774136
#> 25: 0.5247185
#> 26: 0.5703707
#> 27: 0.5247185
#> 28: 0.5247185
#> 29: 0.5703707
#> 30: 0.5247185
#> 31: 0.4745590
#> 32: 0.5703707
#> 33: 0.4745590
#> 34: 0.4745590
#> 35: 0.5703707
#> 36: 0.4745590
#> 37: 0.5245362
#> 38: 0.5702600
#> 39: 0.5245362
#> 40: 0.5245362
#> 41: 0.5702600
#> 42: 0.5245362
#> 43: 0.4622809
#> 44: 0.5702600
#> 45: 0.4622809
#> 46: 0.4622809
#> 47: 0.5702600
#> 48: 0.4622809
#> 49: NA
#> 50: NA
#> 51: NA
#> 52: NA
#> 53: NA
#> 54: NA
#> 55: NA
#> 56: NA
#> 57: NA
#> 58: NA
#> 59: NA
#> 60: NA
#> 61: NA
#> 62: NA
#> 63: NA
#> 64: NA
#> 65: NA
#> 66: NA
#> 67: NA
#> 68: NA
#> 69: NA
#> 70: NA
#> 71: NA
#> 72: NA
#> net_energy_maintenance_digestible_energy_ratio
#> <num>
#> net_energy_growth_digestible_energy_ratio metabolic_energy_req_total
#> <num> <num>
#> 1: 0.3366230 235.631255
#> 2: 0.4013328 106.805914
#> 3: 0.3366230 132.040173
#> 4: 0.3366230 163.404819
#> 5: 0.4013328 79.698986
#> 6: 0.3366230 130.860305
#> 7: 0.2579456 130.977044
#> 8: 0.4013328 138.728872
#> 9: 0.2579456 101.069589
#> 10: 0.2579456 163.370281
#> 11: 0.4013328 102.265302
#> 12: 0.2579456 107.719552
#> 13: 0.3045771 20.029290
#> 14: 0.4010622 14.618203
#> 15: 0.3045771 14.851340
#> 16: 0.3045771 17.891964
#> 17: 0.4010622 14.617434
#> 18: 0.3045771 12.325590
#> 19: 0.2510549 26.802645
#> 20: 0.4010622 18.692005
#> 21: 0.2510549 22.843874
#> 22: 0.2510549 26.741829
#> 23: 0.4010622 18.120278
#> 24: 0.2510549 23.314269
#> 25: 0.3259111 28.272900
#> 26: 0.4013328 7.098369
#> 27: 0.3259111 14.438782
#> 28: 0.3259111 32.732552
#> 29: 0.4013328 7.098369
#> 30: 0.3259111 11.203905
#> 31: 0.2465946 29.315720
#> 32: 0.4013328 6.674726
#> 33: 0.2465946 22.186279
#> 34: 0.2465946 34.778960
#> 35: 0.4013328 6.674726
#> 36: 0.2465946 22.739320
#> 37: 0.3256180 149.397791
#> 38: 0.4011437 40.713963
#> 39: 0.3256180 98.418797
#> 40: 0.3256180 156.401027
#> 41: 0.4011437 32.703761
#> 42: 0.3256180 95.379015
#> 43: 0.2274637 204.459533
#> 44: 0.4011437 36.073770
#> 45: 0.2274637 123.712077
#> 46: 0.2274637 171.425678
#> 47: 0.4011437 31.860062
#> 48: 0.2274637 71.775302
#> 49: NA 35.653157
#> 50: NA 6.551021
#> 51: NA 25.346700
#> 52: NA 29.129165
#> 53: NA 6.551021
#> 54: NA 27.961131
#> 55: NA 12.245984
#> 56: NA 2.526988
#> 57: NA 10.477167
#> 58: NA 11.118885
#> 59: NA 2.526988
#> 60: NA 10.972206
#> 61: NA 48.130488
#> 62: NA 22.281915
#> 63: NA 33.888712
#> 64: NA 42.298531
#> 65: NA 22.281915
#> 66: NA 35.256167
#> 67: NA 70.778019
#> 68: NA 26.093917
#> 69: NA 48.586880
#> 70: NA 51.831647
#> 71: NA 26.093917
#> 72: NA 49.762340
#> net_energy_growth_digestible_energy_ratio metabolic_energy_req_total
#> <num> <num>
#> ration_intake ch4_mitigation_factor ch4_conversion_factor_ym ch4_enteric
#> <num> <num> <num> <num>
#> 1: 12.5415826 1 6.202339 0.262617234
#> 2: 4.8769824 1 0.000000 0.000000000
#> 3: 7.0278994 1 6.202339 0.147162248
#> 4: 8.6972972 1 6.202339 0.182118970
#> 5: 3.6392231 1 0.000000 0.000000000
#> 6: 6.9651003 1 6.202339 0.145847253
#> 7: 7.3376495 1 6.889047 0.162139616
#> 8: 6.3346517 1 0.000000 0.000000000
#> 9: 5.6621619 1 6.889047 0.125116462
#> 10: 9.1523967 1 6.889047 0.202239978
#> 11: 4.6696485 1 0.000000 0.000000000
#> 12: 6.0347088 1 6.889047 0.133348610
#> 13: 1.0996646 1 6.535588 0.023522585
#> 14: 0.7165786 1 0.000000 0.000000000
#> 15: 0.8153805 1 4.535588 0.012104143
#> 16: 0.9823193 1 6.535588 0.021012489
#> 17: 0.7165409 1 0.000000 0.000000000
#> 18: 0.6767097 1 4.535588 0.010045606
#> 19: 1.4949325 1 6.932521 0.033389020
#> 20: 0.9162748 1 0.000000 0.000000000
#> 21: 1.2741298 1 4.932521 0.020247598
#> 22: 1.4915405 1 6.932521 0.033313259
#> 23: 0.8882489 1 0.000000 0.000000000
#> 24: 1.3003664 1 4.932521 0.020664532
#> 25: 1.5400861 1 6.325197 0.032135069
#> 26: 0.3241264 1 0.000000 0.000000000
#> 27: 0.7865117 1 4.325197 0.011222026
#> 28: 1.7830130 1 6.325197 0.037203924
#> 29: 0.3241264 1 0.000000 0.000000000
#> 30: 0.6103009 1 4.325197 0.008707834
#> 31: 1.6423373 1 6.959717 0.036662913
#> 32: 0.3047820 1 0.000000 0.000000000
#> 33: 1.2429288 1 4.959717 0.019773165
#> 34: 1.9484011 1 6.959717 0.043495366
#> 35: 0.3047820 1 0.000000 0.000000000
#> 36: 1.2739115 1 4.959717 0.020266054
#> 37: 7.9096670 1 6.328376 0.169891346
#> 38: 1.6754717 1 0.000000 0.000000000
#> 39: 5.2106521 1 6.328376 0.111919339
#> 40: 8.2804440 1 6.328376 0.177855247
#> 41: 1.3458338 1 0.000000 0.000000000
#> 42: 5.0497149 1 6.328376 0.108462576
#> 43: 11.2063323 1 7.068798 0.259709441
#> 44: 1.4845173 1 0.000000 0.000000000
#> 45: 6.7806016 1 7.068798 0.157142070
#> 46: 9.3957620 1 7.068798 0.217749039
#> 47: 1.3111137 1 0.000000 0.000000000
#> 48: 3.9339711 1 7.068798 0.091170723
#> 49: 2.5134407 1 1.010000 0.008601961
#> 50: 0.2718266 1 0.000000 0.000000000
#> 51: 1.7868664 1 0.390000 0.002361370
#> 52: 2.0535188 1 1.010000 0.007027931
#> 53: 0.2718266 1 0.000000 0.000000000
#> 54: 1.9711760 1 0.390000 0.002604938
#> 55: 1.3260405 1 1.010000 0.004388767
#> 56: 0.1048543 1 0.000000 0.000000000
#> 57: 1.1345064 1 0.390000 0.001449893
#> 58: 1.2039941 1 1.010000 0.003984833
#> 59: 0.1048543 1 0.000000 0.000000000
#> 60: 1.1881111 1 0.390000 0.001518400
#> 61: 5.4411784 1 6.684276 0.118554889
#> 62: 1.0764210 1 0.000000 0.000000000
#> 63: 3.8311377 1 4.684276 0.058498182
#> 64: 4.7818724 1 6.684276 0.104189628
#> 65: 1.0764210 1 0.000000 0.000000000
#> 66: 3.9857293 1 4.684276 0.060858662
#> 67: 8.1427048 1 6.765529 0.179336060
#> 68: 1.2605757 1 0.000000 0.000000000
#> 69: 5.5897103 1 4.765529 0.086715674
#> 70: 5.9630067 1 6.765529 0.131330086
#> 71: 1.2605757 1 0.000000 0.000000000
#> 72: 5.7249419 1 4.765529 0.088813581
#> ration_intake ch4_mitigation_factor ch4_conversion_factor_ym ch4_enteric
#> <num> <num> <num> <num>
#> nitrogen_intake nitrogen_retention nitrogen_excretion volatile_solids
#> <num> <num> <num> <num>
#> 1: 0.26344849 0.1383840000 0.125064485 5.04301398
#> 2: 0.20044398 0.1135566667 0.086887309 0.32069753
#> 3: 0.14762805 0.0197436620 0.127884392 2.82594276
#> 4: 0.18269542 0.0000000000 0.182695424 3.49721342
#> 5: 0.14957207 0.1135566667 0.036015403 0.23930574
#> 6: 0.14630890 0.0305797183 0.115729179 2.80069105
#> 7: 0.12045485 0.0000000000 0.120454855 3.84673157
#> 8: 0.26035419 0.1119266667 0.148427519 0.41655004
#> 9: 0.09295005 0.0030271429 0.089922906 2.96836428
#> 10: 0.15024574 0.0000000000 0.150245744 4.79810504
#> 11: 0.19192255 0.1119266667 0.079995887 0.30706380
#> 12: 0.09906578 0.0053557143 0.093710066 3.16367044
#> 13: 0.02207665 0.0025180449 0.019558601 0.50646315
#> 14: 0.03482572 0.0111843333 0.023641386 0.04719909
#> 15: 0.01636942 0.0017694349 0.014599981 0.37553286
#> 16: 0.01972085 0.0005506849 0.019170161 0.45241844
#> 17: 0.03482389 0.0111843333 0.023639555 0.04719661
#> 18: 0.01358549 0.0022337206 0.011351767 0.31166642
#> 19: 0.02520606 0.0009178082 0.024288249 0.79323391
#> 20: 0.04453095 0.0129090000 0.031621953 0.06035254
#> 21: 0.02148310 0.0018932940 0.019589809 0.67607266
#> 22: 0.02514886 0.0009178082 0.024231055 0.79143404
#> 23: 0.04316890 0.0129090000 0.030259897 0.05850655
#> 24: 0.02192548 0.0022897066 0.019635771 0.68999418
#> 25: 0.04148992 0.0079504219 0.033539497 0.66707566
#> 26: 0.01332160 0.0049833333 0.008338262 0.02131370
#> 27: 0.02118863 0.0041066051 0.017082021 0.34067111
#> 28: 0.04803437 0.0006608219 0.047373547 0.77229744
#> 29: 0.01332160 0.0049833333 0.008338262 0.02131370
#> 30: 0.01644151 0.0066126291 0.009828878 0.26434685
#> 31: 0.02570258 0.0002753425 0.025427236 0.87810131
#> 32: 0.01252654 0.0046366667 0.007889874 0.02004166
#> 33: 0.01945184 0.0019810162 0.017470819 0.66455132
#> 34: 0.03049248 0.0002753425 0.030217135 1.04174313
#> 35: 0.01252654 0.0046366667 0.007889874 0.02004166
#> 36: 0.01993671 0.0029273425 0.017009372 0.68111670
#> 37: 0.16282208 0.0172979200 0.145524158 3.34348177
#> 38: 0.07455849 0.0499866667 0.024571825 0.11260229
#> 39: 0.10726232 0.0157310062 0.091531310 2.20258581
#> 40: 0.17045460 0.0000000000 0.170454596 3.50021228
#> 41: 0.05988960 0.0499866667 0.009902936 0.09044854
#> 42: 0.10394939 0.0224250513 0.081524340 2.13455632
#> 43: 0.16199426 0.0285040000 0.133490257 6.10733458
#> 44: 0.06606102 0.0420540000 0.024007018 0.09976894
#> 45: 0.09801766 0.0085691429 0.089448522 3.69535738
#> 46: 0.13582138 0.0000000000 0.135821377 5.12059259
#> 47: 0.05834456 0.0420540000 0.016290558 0.08811513
#> 48: 0.05686791 0.0090814286 0.047786484 2.14397332
#> 49: 0.08782716 0.0153361812 0.072490979 0.58976477
#> 50: 0.01272149 0.0053703704 0.007351115 0.01720513
#> 51: 0.06243847 0.0156220503 0.046816423 0.41927818
#> 52: 0.07175611 0.0000000000 0.071756108 0.48184667
#> 53: 0.01272149 0.0053703704 0.007351115 0.01720513
#> 54: 0.06887880 0.0179665738 0.050912228 0.46252538
#> 55: 0.03104950 0.0046810176 0.026368485 0.63218727
#> 56: 0.00490718 0.0013888889 0.003518291 0.00663670
#> 57: 0.02656469 0.0044659064 0.022098788 0.54087378
#> 58: 0.02819176 0.0000000000 0.028191762 0.57400189
#> 59: 0.00490718 0.0013888889 0.003518291 0.00663670
#> 60: 0.02781986 0.0047794118 0.023040448 0.56642972
#> 61: 0.11829122 0.0237191233 0.094572096 2.68784762
#> 62: 0.04305684 0.0064156757 0.036641166 0.06978001
#> 63: 0.08328893 0.0031214612 0.080167472 1.89251546
#> 64: 0.10395791 0.0003671233 0.103590783 2.36216191
#> 65: 0.04305684 0.0064156757 0.036641166 0.06978001
#> 66: 0.08664975 0.0034776256 0.083172129 1.96888102
#> 67: 0.14340932 0.0547991233 0.088610194 4.06863644
#> 68: 0.05042303 0.0083556164 0.042067411 0.08171801
#> 69: 0.09844598 0.0082280608 0.090217917 2.79299073
#> 70: 0.10502047 0.0003671233 0.104653351 2.97951441
#> 71: 0.05042303 0.0083556164 0.042067411 0.08171801
#> 72: 0.10082768 0.0089389983 0.091888678 2.86056140
#> nitrogen_intake nitrogen_retention nitrogen_excretion volatile_solids
#> <num> <num> <num> <num>
#> ch4_manure_pasture ch4_manure_burned ch4_manure_other ch4_manure_all_noburn
#> <num> <num> <num> <num>
#> 1: 0.000000e+00 0.0000000000 1.575611e-01 1.575611e-01
#> 2: 0.000000e+00 0.0000000000 1.001969e-02 1.001969e-02
#> 3: 0.000000e+00 0.0000000000 8.829217e-02 8.829217e-02
#> 4: 0.000000e+00 0.0000000000 1.092650e-01 1.092650e-01
#> 5: 0.000000e+00 0.0000000000 7.476735e-03 7.476735e-03
#> 6: 0.000000e+00 0.0000000000 8.750322e-02 8.750322e-02
#> 7: 1.380923e-03 0.0033505032 3.015453e-03 4.396376e-03
#> 8: 1.495356e-04 0.0003628151 3.265336e-04 4.760692e-04
#> 9: 1.065601e-03 0.0025854453 2.326901e-03 3.392502e-03
#> 10: 1.722453e-03 0.0041791495 3.761235e-03 5.483687e-03
#> 11: 1.102316e-04 0.0002674526 2.407073e-04 3.509389e-04
#> 12: 1.135713e-03 0.0027555570 2.480001e-03 3.615715e-03
#> 13: 1.212088e-04 0.0000000000 7.092004e-04 8.304091e-04
#> 14: 1.129588e-05 0.0000000000 6.609289e-05 7.738877e-05
#> 15: 8.987403e-05 0.0000000000 5.258587e-04 6.157327e-04
#> 16: 1.082746e-04 0.0000000000 6.335215e-04 7.417961e-04
#> 17: 1.129528e-05 0.0000000000 6.608941e-05 7.738470e-05
#> 18: 7.458925e-05 0.0000000000 4.364265e-04 5.110157e-04
#> 19: 2.372999e-04 0.0000000000 5.181801e-04 7.554799e-04
#> 20: 1.805476e-05 0.0000000000 3.942530e-05 5.748006e-05
#> 21: 2.022505e-04 0.0000000000 4.416445e-04 6.438950e-04
#> 22: 2.367615e-04 0.0000000000 5.170043e-04 7.537657e-04
#> 23: 1.750253e-05 0.0000000000 3.821941e-05 5.572193e-05
#> 24: 2.064152e-04 0.0000000000 4.507387e-04 6.571539e-04
#> 25: 1.596472e-04 0.0000000000 8.849426e-04 1.044590e-03
#> 26: 5.100880e-06 0.0000000000 2.827476e-05 3.337564e-05
#> 27: 8.153077e-05 0.0000000000 4.519343e-04 5.334651e-04
#> 28: 1.848293e-04 0.0000000000 1.024530e-03 1.209359e-03
#> 29: 5.100880e-06 0.0000000000 2.827476e-05 3.337564e-05
#> 30: 6.326455e-05 0.0000000000 3.506825e-04 4.139471e-04
#> 31: 2.626884e-04 0.0000000000 1.529652e-03 1.792341e-03
#> 32: 5.995564e-06 0.0000000000 3.491258e-05 4.090814e-05
#> 33: 1.988039e-04 0.0000000000 1.157648e-03 1.356452e-03
#> 34: 3.116427e-04 0.0000000000 1.814717e-03 2.126359e-03
#> 35: 5.995564e-06 0.0000000000 3.491258e-05 4.090814e-05
#> 36: 2.037595e-04 0.0000000000 1.186505e-03 1.390265e-03
#> 37: 2.000439e-04 0.0000000000 3.292995e-02 3.313000e-02
#> 38: 6.737108e-06 0.0000000000 1.109020e-03 1.115757e-03
#> 39: 1.317829e-04 0.0000000000 2.169327e-02 2.182505e-02
#> 40: 2.094212e-04 0.0000000000 3.447359e-02 3.468301e-02
#> 41: 5.411626e-06 0.0000000000 8.908276e-04 8.962393e-04
#> 42: 1.277126e-04 0.0000000000 2.102325e-02 2.115096e-02
#> 43: 7.308159e-04 0.0081838283 4.910297e-03 5.641113e-03
#> 44: 1.193855e-05 0.0001336904 8.021423e-05 9.215278e-05
#> 45: 4.421939e-04 0.0049517789 2.971067e-03 3.413261e-03
#> 46: 6.127404e-04 0.0068615941 4.116956e-03 4.729697e-03
#> 47: 1.054403e-05 0.0001180743 7.084456e-05 8.138859e-05
#> 48: 2.565521e-04 0.0028729242 1.723755e-03 1.980307e-03
#> 49: 7.057243e-06 0.0000000000 2.096659e-02 2.097365e-02
#> 50: 2.058801e-07 0.0000000000 6.116557e-04 6.118616e-04
#> 51: 5.017167e-06 0.0000000000 1.490566e-02 1.491068e-02
#> 52: 5.765874e-06 0.0000000000 1.713002e-02 1.713579e-02
#> 53: 2.058801e-07 0.0000000000 6.116557e-04 6.118616e-04
#> 54: 5.534671e-06 0.0000000000 1.644313e-02 1.644867e-02
#> 55: 1.891220e-05 0.0000000000 4.337207e-02 4.339098e-02
#> 56: 1.985402e-07 0.0000000000 4.553198e-04 4.555183e-04
#> 57: 1.618051e-05 0.0000000000 3.710738e-02 3.712356e-02
#> 58: 1.717155e-05 0.0000000000 3.938018e-02 3.939735e-02
#> 59: 1.985402e-07 0.0000000000 4.553198e-04 4.555183e-04
#> 60: 1.694503e-05 0.0000000000 3.886068e-02 3.887763e-02
#> 61: 1.238288e-03 0.0000000000 4.008710e-03 5.246998e-03
#> 62: 3.214756e-05 0.0000000000 1.040713e-04 1.362189e-04
#> 63: 8.718794e-04 0.0000000000 2.822535e-03 3.694415e-03
#> 64: 1.088245e-03 0.0000000000 3.522976e-03 4.611220e-03
#> 65: 3.214756e-05 0.0000000000 1.040713e-04 1.362189e-04
#> 66: 9.070609e-04 0.0000000000 2.936429e-03 3.843489e-03
#> 67: 1.217153e-03 0.0000000000 5.724571e-03 6.941724e-03
#> 68: 2.444635e-05 0.0000000000 1.149772e-04 1.394236e-04
#> 69: 8.355371e-04 0.0000000000 3.929738e-03 4.765275e-03
#> 70: 8.913366e-04 0.0000000000 4.192177e-03 5.083513e-03
#> 71: 2.444635e-05 0.0000000000 1.149772e-04 1.394236e-04
#> 72: 8.557512e-04 0.0000000000 4.024810e-03 4.880561e-03
#> ch4_manure_pasture ch4_manure_burned ch4_manure_other ch4_manure_all_noburn
#> <num> <num> <num> <num>
#> n2o_manure_pasture_direct n2o_manure_burned_direct n2o_manure_other_direct
#> <num> <num> <num>
#> 1: 0.000000e+00 0 2.362289e-03
#> 2: 0.000000e+00 0 1.641177e-03
#> 3: 0.000000e+00 0 2.415553e-03
#> 4: 0.000000e+00 0 3.450856e-03
#> 5: 0.000000e+00 0 6.802795e-04
#> 6: 0.000000e+00 0 2.185959e-03
#> 7: 2.271434e-04 0 9.464310e-04
#> 8: 2.798919e-04 0 1.166216e-03
#> 9: 1.695689e-04 0 7.065371e-04
#> 10: 2.833205e-04 0 1.180502e-03
#> 11: 1.508494e-04 0 6.285391e-04
#> 12: 1.767104e-04 0 7.362934e-04
#> 13: 3.688193e-05 0 2.919820e-04
#> 14: 4.458090e-05 0 3.529321e-04
#> 15: 2.753139e-05 0 2.179569e-04
#> 16: 3.614945e-05 0 2.861831e-04
#> 17: 4.457745e-05 0 3.529048e-04
#> 18: 2.140619e-05 0 1.694657e-04
#> 19: 5.725087e-05 0 3.816725e-04
#> 20: 7.453746e-05 0 4.969164e-04
#> 21: 4.617598e-05 0 3.078399e-04
#> 22: 5.711606e-05 0 3.807737e-04
#> 23: 7.132690e-05 0 4.755127e-04
#> 24: 4.628432e-05 0 3.085621e-04
#> 25: 6.324591e-05 0 5.006968e-04
#> 26: 1.572358e-05 0 1.244783e-04
#> 27: 3.221181e-05 0 2.550102e-04
#> 28: 8.933297e-05 0 7.072194e-04
#> 29: 1.572358e-05 0 1.244783e-04
#> 30: 1.853446e-05 0 1.467311e-04
#> 31: 5.993563e-05 0 1.997854e-04
#> 32: 1.859756e-05 0 6.199186e-05
#> 33: 4.118122e-05 0 1.372707e-04
#> 34: 7.122610e-05 0 2.374203e-04
#> 35: 1.859756e-05 0 6.199186e-05
#> 36: 4.009352e-05 0 1.336451e-04
#> 37: 4.573616e-05 0 1.372085e-03
#> 38: 7.722574e-06 0 2.316772e-04
#> 39: 2.876698e-05 0 8.630095e-04
#> 40: 5.357144e-05 0 1.607143e-03
#> 41: 3.112351e-06 0 9.337054e-05
#> 42: 2.562194e-05 0 7.686581e-04
#> 43: 8.390816e-05 0 2.517245e-03
#> 44: 1.509013e-05 0 4.527038e-04
#> 45: 5.622479e-05 0 1.686744e-03
#> 46: 8.537344e-05 0 2.561203e-03
#> 47: 1.023978e-05 0 3.071934e-04
#> 48: 3.003722e-05 0 9.011165e-04
#> 49: 1.366973e-05 0 5.515735e-04
#> 50: 1.386210e-06 0 5.593359e-05
#> 51: 8.828240e-06 0 3.562195e-04
#> 52: 1.353115e-05 0 5.459820e-04
#> 53: 1.386210e-06 0 5.593359e-05
#> 54: 9.600591e-06 0 3.873839e-04
#> 55: 1.243086e-05 0 1.877059e-04
#> 56: 1.658623e-06 0 2.504520e-05
#> 57: 1.041800e-05 0 1.573118e-04
#> 58: 1.329040e-05 0 2.006851e-04
#> 59: 1.658623e-06 0 2.504520e-05
#> 60: 1.086193e-05 0 1.640151e-04
#> 61: 3.432967e-04 0 3.863946e-04
#> 62: 1.330074e-04 0 1.497053e-04
#> 63: 2.910079e-04 0 3.275414e-04
#> 64: 3.760345e-04 0 4.232423e-04
#> 65: 1.330074e-04 0 1.497053e-04
#> 66: 3.019148e-04 0 3.398176e-04
#> 67: 2.088669e-04 0 1.392446e-03
#> 68: 9.915890e-05 0 6.610593e-04
#> 69: 2.126565e-04 0 1.417710e-03
#> 70: 2.466829e-04 0 1.644553e-03
#> 71: 9.915890e-05 0 6.610593e-04
#> 72: 2.165947e-04 0 1.443965e-03
#> n2o_manure_pasture_direct n2o_manure_burned_direct n2o_manure_other_direct
#> <num> <num> <num>
#> n2o_manure_all_noburn_direct n2o_manure_pasture_vol n2o_manure_burned_vol
#> <num> <num> <num>
#> 1: 2.362289e-03 0.000000e+00 0
#> 2: 1.641177e-03 0.000000e+00 0
#> 3: 2.415553e-03 0.000000e+00 0
#> 4: 3.450856e-03 0.000000e+00 0
#> 5: 6.802795e-04 0.000000e+00 0
#> 6: 2.185959e-03 0.000000e+00 0
#> 7: 1.173574e-03 1.192503e-04 0
#> 8: 1.446108e-03 1.469432e-04 0
#> 9: 8.761060e-04 8.902368e-05 0
#> 10: 1.463823e-03 1.487433e-04 0
#> 11: 7.793885e-04 7.919593e-05 0
#> 12: 9.130038e-04 9.277297e-05 0
#> 13: 3.288639e-04 1.290868e-05 0
#> 14: 3.975130e-04 1.560331e-05 0
#> 15: 2.454883e-04 9.635987e-06 0
#> 16: 3.223326e-04 1.265231e-05 0
#> 17: 3.974822e-04 1.560211e-05 0
#> 18: 1.908719e-04 7.492166e-06 0
#> 19: 4.389234e-04 2.003781e-05 0
#> 20: 5.714539e-04 2.608811e-05 0
#> 21: 3.540158e-04 1.616159e-05 0
#> 22: 4.378898e-04 1.999062e-05 0
#> 23: 5.468396e-04 2.496442e-05 0
#> 24: 3.548464e-04 1.619951e-05 0
#> 25: 5.639427e-04 2.213607e-05 0
#> 26: 1.402019e-04 5.503253e-06 0
#> 27: 2.872220e-04 1.127413e-05 0
#> 28: 7.965524e-04 3.126654e-05 0
#> 29: 1.402019e-04 5.503253e-06 0
#> 30: 1.652656e-04 6.487060e-06 0
#> 31: 2.597210e-04 2.097747e-05 0
#> 32: 8.058942e-05 6.509146e-06 0
#> 33: 1.784519e-04 1.441343e-05 0
#> 34: 3.086464e-04 2.492914e-05 0
#> 35: 8.058942e-05 6.509146e-06 0
#> 36: 1.737386e-04 1.403273e-05 0
#> 37: 1.417821e-03 2.401149e-05 0
#> 38: 2.393998e-04 4.054351e-06 0
#> 39: 8.917765e-04 1.510267e-05 0
#> 40: 1.660715e-03 2.812501e-05 0
#> 41: 9.648289e-05 1.633984e-06 0
#> 42: 7.942800e-04 1.345152e-05 0
#> 43: 2.601153e-03 4.405178e-05 0
#> 44: 4.677939e-04 7.922316e-06 0
#> 45: 1.742968e-03 2.951801e-05 0
#> 46: 2.646577e-03 4.482105e-05 0
#> 47: 3.174332e-04 5.375884e-06 0
#> 48: 9.311538e-04 1.576954e-05 0
#> 49: 5.652432e-04 6.698166e-06 0
#> 50: 5.731980e-05 6.792431e-07 0
#> 51: 3.650477e-04 4.325837e-06 0
#> 52: 5.595131e-04 6.630264e-06 0
#> 53: 5.731980e-05 6.792431e-07 0
#> 54: 3.969845e-04 4.704290e-06 0
#> 55: 2.001368e-04 6.091120e-06 0
#> 56: 2.670383e-05 8.127252e-07 0
#> 57: 1.677298e-04 5.104820e-06 0
#> 58: 2.139755e-04 6.512297e-06 0
#> 59: 2.670383e-05 8.127252e-07 0
#> 60: 1.748770e-04 5.322343e-06 0
#> 61: 7.296913e-04 1.201538e-04 0
#> 62: 2.827128e-04 4.655260e-05 0
#> 63: 6.185493e-04 1.018528e-04 0
#> 64: 7.992769e-04 1.316121e-04 0
#> 65: 2.827128e-04 4.655260e-05 0
#> 66: 6.417324e-04 1.056702e-04 0
#> 67: 1.601313e-03 7.310341e-05 0
#> 68: 7.602182e-04 3.470561e-05 0
#> 69: 1.630367e-03 7.442978e-05 0
#> 70: 1.891236e-03 8.633901e-05 0
#> 71: 7.602182e-04 3.470561e-05 0
#> 72: 1.660560e-03 7.580816e-05 0
#> n2o_manure_all_noburn_direct n2o_manure_pasture_vol n2o_manure_burned_vol
#> <num> <num> <num>
#> n2o_manure_other_vol n2o_manure_all_noburn_vol n2o_manure_pasture_leach
#> <num> <num> <num>
#> 1: 3.120895e-04 3.120895e-04 0.000000e+00
#> 2: 2.168211e-04 2.168211e-04 0.000000e+00
#> 3: 3.191264e-04 3.191264e-04 0.000000e+00
#> 4: 4.559034e-04 4.559034e-04 0.000000e+00
#> 5: 8.987387e-05 8.987387e-05 0.000000e+00
#> 6: 2.887939e-04 2.887939e-04 0.000000e+00
#> 7: 9.937526e-05 2.186256e-04 0.000000e+00
#> 8: 1.224527e-04 2.693959e-04 0.000000e+00
#> 9: 7.418640e-05 1.632101e-04 0.000000e+00
#> 10: 1.239527e-04 2.726960e-04 0.000000e+00
#> 11: 6.599661e-05 1.451925e-04 0.000000e+00
#> 12: 7.731080e-05 1.700838e-04 0.000000e+00
#> 13: 2.335856e-05 3.626723e-05 0.000000e+00
#> 14: 2.823457e-05 4.383788e-05 0.000000e+00
#> 15: 1.743655e-05 2.707254e-05 0.000000e+00
#> 16: 2.289465e-05 3.554696e-05 0.000000e+00
#> 17: 2.823238e-05 4.383449e-05 0.000000e+00
#> 18: 1.355725e-05 2.104942e-05 0.000000e+00
#> 19: 2.862544e-05 4.866324e-05 0.000000e+00
#> 20: 3.726873e-05 6.335684e-05 0.000000e+00
#> 21: 2.308799e-05 3.924958e-05 0.000000e+00
#> 22: 2.855803e-05 4.854865e-05 0.000000e+00
#> 23: 3.566345e-05 6.062787e-05 0.000000e+00
#> 24: 2.314216e-05 3.934167e-05 0.000000e+00
#> 25: 4.005574e-05 6.219181e-05 0.000000e+00
#> 26: 9.958268e-06 1.546152e-05 0.000000e+00
#> 27: 2.040081e-05 3.167495e-05 0.000000e+00
#> 28: 5.657755e-05 8.784409e-05 0.000000e+00
#> 29: 9.958268e-06 1.546152e-05 0.000000e+00
#> 30: 1.173849e-05 1.822555e-05 0.000000e+00
#> 31: 1.198713e-05 3.296459e-05 0.000000e+00
#> 32: 3.719512e-06 1.022866e-05 0.000000e+00
#> 33: 8.236243e-06 2.264967e-05 0.000000e+00
#> 34: 1.424522e-05 3.917436e-05 0.000000e+00
#> 35: 3.719512e-06 1.022866e-05 0.000000e+00
#> 36: 8.018704e-06 2.205144e-05 0.000000e+00
#> 37: 4.733693e-04 4.973808e-04 0.000000e+00
#> 38: 7.992864e-05 8.398299e-05 0.000000e+00
#> 39: 2.977383e-04 3.128409e-04 0.000000e+00
#> 40: 5.544645e-04 5.825895e-04 0.000000e+00
#> 41: 3.221284e-05 3.384682e-05 0.000000e+00
#> 42: 2.651870e-04 2.786385e-04 0.000000e+00
#> 43: 1.887934e-04 2.328451e-04 0.000000e+00
#> 44: 3.395278e-05 4.187510e-05 0.000000e+00
#> 45: 1.265058e-04 1.560238e-04 0.000000e+00
#> 46: 1.920902e-04 2.369113e-04 0.000000e+00
#> 47: 2.303950e-05 2.841539e-05 0.000000e+00
#> 48: 6.758374e-05 8.335328e-05 0.000000e+00
#> 49: 6.870883e-04 6.937865e-04 6.014680e-06
#> 50: 6.967578e-05 7.035503e-05 6.099325e-07
#> 51: 4.437382e-04 4.480641e-04 3.884425e-06
#> 52: 6.801231e-04 6.867533e-04 5.953707e-06
#> 53: 6.967578e-05 7.035503e-05 6.099325e-07
#> 54: 4.825593e-04 4.872636e-04 4.224260e-06
#> 55: 1.931465e-04 1.992376e-04 5.469577e-06
#> 56: 2.577113e-05 2.658385e-05 7.297940e-07
#> 57: 1.618714e-04 1.669762e-04 4.583920e-06
#> 58: 2.065018e-04 2.130141e-04 5.847777e-06
#> 59: 2.577113e-05 2.658385e-05 7.297940e-07
#> 60: 1.687690e-04 1.740913e-04 4.779247e-06
#> 61: 2.452119e-05 1.446750e-04 3.021011e-04
#> 62: 9.500531e-06 5.605313e-05 1.170465e-04
#> 63: 2.078628e-05 1.226391e-04 2.560870e-04
#> 64: 2.685961e-05 1.584717e-04 3.309104e-04
#> 65: 9.500531e-06 5.605313e-05 1.170465e-04
#> 66: 2.156534e-05 1.272355e-04 2.656850e-04
#> 67: 1.044334e-04 1.775369e-04 1.838029e-04
#> 68: 4.957945e-05 8.428506e-05 8.725983e-05
#> 69: 1.063283e-04 1.807580e-04 1.871377e-04
#> 70: 1.233414e-04 2.096805e-04 2.170810e-04
#> 71: 4.957945e-05 8.428506e-05 8.725983e-05
#> 72: 1.082974e-04 1.841055e-04 1.906034e-04
#> n2o_manure_other_vol n2o_manure_all_noburn_vol n2o_manure_pasture_leach
#> <num> <num> <num>
#> n2o_manure_burned_leach n2o_manure_other_leach n2o_manure_all_noburn_leach
#> <num> <num> <num>
#> 1: 0 4.972207e-05 4.972207e-05
#> 2: 0 3.454391e-05 3.454391e-05
#> 3: 0 5.084318e-05 5.084318e-05
#> 4: 0 7.263448e-05 7.263448e-05
#> 5: 0 1.431870e-05 1.431870e-05
#> 6: 0 4.601061e-05 4.601061e-05
#> 7: 0 1.873933e-05 1.873933e-05
#> 8: 0 2.309108e-05 2.309108e-05
#> 9: 0 1.398943e-05 1.398943e-05
#> 10: 0 2.337395e-05 2.337395e-05
#> 11: 0 1.244507e-05 1.244507e-05
#> 12: 0 1.457861e-05 1.457861e-05
#> 13: 0 7.437857e-06 7.437857e-06
#> 14: 0 8.990481e-06 8.990481e-06
#> 15: 0 5.552164e-06 5.552164e-06
#> 16: 0 7.290138e-06 7.290138e-06
#> 17: 0 8.989785e-06 8.989785e-06
#> 18: 0 4.316915e-06 4.316915e-06
#> 19: 0 7.347195e-06 7.347195e-06
#> 20: 0 9.565641e-06 9.565641e-06
#> 21: 0 5.925917e-06 5.925917e-06
#> 22: 0 7.329894e-06 7.329894e-06
#> 23: 0 9.153619e-06 9.153619e-06
#> 24: 0 5.939821e-06 5.939821e-06
#> 25: 0 1.275459e-05 1.275459e-05
#> 26: 0 3.170922e-06 3.170922e-06
#> 27: 0 6.496049e-06 6.496049e-06
#> 28: 0 1.801548e-05 1.801548e-05
#> 29: 0 3.170922e-06 3.170922e-06
#> 30: 0 3.737782e-06 3.737782e-06
#> 31: 0 4.395279e-06 4.395279e-06
#> 32: 0 1.363821e-06 1.363821e-06
#> 33: 0 3.019956e-06 3.019956e-06
#> 34: 0 5.223248e-06 5.223248e-06
#> 35: 0 1.363821e-06 1.363821e-06
#> 36: 0 2.940191e-06 2.940191e-06
#> 37: 0 3.018587e-05 3.018587e-05
#> 38: 0 5.096899e-06 5.096899e-06
#> 39: 0 1.898621e-05 1.898621e-05
#> 40: 0 3.535715e-05 3.535715e-05
#> 41: 0 2.054152e-06 2.054152e-06
#> 42: 0 1.691048e-05 1.691048e-05
#> 43: 0 4.845696e-05 4.845696e-05
#> 44: 0 8.714548e-06 8.714548e-06
#> 45: 0 3.246981e-05 3.246981e-05
#> 46: 0 4.930316e-05 4.930316e-05
#> 47: 0 5.913473e-06 5.913473e-06
#> 48: 0 1.734649e-05 1.734649e-05
#> 49: 0 1.365834e-05 1.967302e-05
#> 50: 0 1.385055e-06 1.994988e-06
#> 51: 0 8.820883e-06 1.270531e-05
#> 52: 0 1.351988e-05 1.947358e-05
#> 53: 0 1.385055e-06 1.994988e-06
#> 54: 0 9.592591e-06 1.381685e-05
#> 55: 0 2.962688e-06 8.432265e-06
#> 56: 0 3.953051e-07 1.125099e-06
#> 57: 0 2.482957e-06 7.066877e-06
#> 58: 0 3.167546e-06 9.015323e-06
#> 59: 0 3.953051e-07 1.125099e-06
#> 60: 0 2.588759e-06 7.368006e-06
#> 61: 0 8.255468e-06 3.103566e-04
#> 62: 0 3.198512e-06 1.202451e-04
#> 63: 0 6.998048e-06 2.630850e-04
#> 64: 0 9.042735e-06 3.399531e-04
#> 65: 0 3.198512e-06 1.202451e-04
#> 66: 0 7.260333e-06 2.729454e-04
#> 67: 0 2.680458e-05 2.106074e-04
#> 68: 0 1.272539e-05 9.998522e-05
#> 69: 0 2.729092e-05 2.144287e-04
#> 70: 0 3.165764e-05 2.487386e-04
#> 71: 0 1.272539e-05 9.998522e-05
#> 72: 0 2.779633e-05 2.183997e-04
#> n2o_manure_burned_leach n2o_manure_other_leach n2o_manure_all_noburn_leach
#> <num> <num> <num>
#> n2o_manure_pasture_indirect n2o_manure_burned_indirect
#> <num> <num>
#> 1: 0.000000e+00 0
#> 2: 0.000000e+00 0
#> 3: 0.000000e+00 0
#> 4: 0.000000e+00 0
#> 5: 0.000000e+00 0
#> 6: 0.000000e+00 0
#> 7: 1.192503e-04 0
#> 8: 1.469432e-04 0
#> 9: 8.902368e-05 0
#> 10: 1.487433e-04 0
#> 11: 7.919593e-05 0
#> 12: 9.277297e-05 0
#> 13: 1.290868e-05 0
#> 14: 1.560331e-05 0
#> 15: 9.635987e-06 0
#> 16: 1.265231e-05 0
#> 17: 1.560211e-05 0
#> 18: 7.492166e-06 0
#> 19: 2.003781e-05 0
#> 20: 2.608811e-05 0
#> 21: 1.616159e-05 0
#> 22: 1.999062e-05 0
#> 23: 2.496442e-05 0
#> 24: 1.619951e-05 0
#> 25: 2.213607e-05 0
#> 26: 5.503253e-06 0
#> 27: 1.127413e-05 0
#> 28: 3.126654e-05 0
#> 29: 5.503253e-06 0
#> 30: 6.487060e-06 0
#> 31: 2.097747e-05 0
#> 32: 6.509146e-06 0
#> 33: 1.441343e-05 0
#> 34: 2.492914e-05 0
#> 35: 6.509146e-06 0
#> 36: 1.403273e-05 0
#> 37: 2.401149e-05 0
#> 38: 4.054351e-06 0
#> 39: 1.510267e-05 0
#> 40: 2.812501e-05 0
#> 41: 1.633984e-06 0
#> 42: 1.345152e-05 0
#> 43: 4.405178e-05 0
#> 44: 7.922316e-06 0
#> 45: 2.951801e-05 0
#> 46: 4.482105e-05 0
#> 47: 5.375884e-06 0
#> 48: 1.576954e-05 0
#> 49: 1.271285e-05 0
#> 50: 1.289176e-06 0
#> 51: 8.210263e-06 0
#> 52: 1.258397e-05 0
#> 53: 1.289176e-06 0
#> 54: 8.928550e-06 0
#> 55: 1.156070e-05 0
#> 56: 1.542519e-06 0
#> 57: 9.688740e-06 0
#> 58: 1.236007e-05 0
#> 59: 1.542519e-06 0
#> 60: 1.010159e-05 0
#> 61: 4.222550e-04 0
#> 62: 1.635991e-04 0
#> 63: 3.579397e-04 0
#> 64: 4.625225e-04 0
#> 65: 1.635991e-04 0
#> 66: 3.713552e-04 0
#> 67: 2.569063e-04 0
#> 68: 1.219654e-04 0
#> 69: 2.615675e-04 0
#> 70: 3.034200e-04 0
#> 71: 1.219654e-04 0
#> 72: 2.664115e-04 0
#> n2o_manure_pasture_indirect n2o_manure_burned_indirect
#> <num> <num>
#> n2o_manure_other_indirect n2o_manure_pasture_total n2o_manure_burned_total
#> <num> <num> <num>
#> 1: 3.618116e-04 0.000000e+00 0
#> 2: 2.513650e-04 0.000000e+00 0
#> 3: 3.699695e-04 0.000000e+00 0
#> 4: 5.285379e-04 0.000000e+00 0
#> 5: 1.041926e-04 0.000000e+00 0
#> 6: 3.348045e-04 0.000000e+00 0
#> 7: 1.181146e-04 3.463937e-04 0
#> 8: 1.455438e-04 4.268351e-04 0
#> 9: 8.817583e-05 2.585926e-04 0
#> 10: 1.473267e-04 4.320638e-04 0
#> 11: 7.844168e-05 2.300453e-04 0
#> 12: 9.188941e-05 2.694834e-04 0
#> 13: 3.079641e-05 4.979061e-05 0
#> 14: 3.722505e-05 6.018421e-05 0
#> 15: 2.298871e-05 3.716738e-05 0
#> 16: 3.018479e-05 4.880175e-05 0
#> 17: 3.722217e-05 6.017955e-05 0
#> 18: 1.787417e-05 2.889836e-05 0
#> 19: 3.597263e-05 7.728868e-05 0
#> 20: 4.683437e-05 1.006256e-04 0
#> 21: 2.901391e-05 6.233757e-05 0
#> 22: 3.588792e-05 7.710668e-05 0
#> 23: 4.481707e-05 9.629132e-05 0
#> 24: 2.908198e-05 6.248383e-05 0
#> 25: 5.281033e-05 8.538198e-05 0
#> 26: 1.312919e-05 2.122683e-05 0
#> 27: 2.689686e-05 4.348594e-05 0
#> 28: 7.459303e-05 1.205995e-04 0
#> 29: 1.312919e-05 2.122683e-05 0
#> 30: 1.547627e-05 2.502152e-05 0
#> 31: 1.638240e-05 8.091310e-05 0
#> 32: 5.083333e-06 2.510670e-05 0
#> 33: 1.125620e-05 5.559464e-05 0
#> 34: 1.946847e-05 9.615524e-05 0
#> 35: 5.083333e-06 2.510670e-05 0
#> 36: 1.095890e-05 5.412625e-05 0
#> 37: 5.035552e-04 6.974765e-05 0
#> 38: 8.502554e-05 1.177692e-05 0
#> 39: 3.167245e-04 4.386965e-05 0
#> 40: 5.898216e-04 8.169645e-05 0
#> 41: 3.426699e-05 4.746336e-06 0
#> 42: 2.820975e-04 3.907345e-05 0
#> 43: 2.372503e-04 1.279599e-04 0
#> 44: 4.266733e-05 2.301244e-05 0
#> 45: 1.589756e-04 8.574280e-05 0
#> 46: 2.413934e-04 1.301945e-04 0
#> 47: 2.895298e-05 1.561566e-05 0
#> 48: 8.493023e-05 4.580676e-05 0
#> 49: 7.007467e-04 2.638257e-05 0
#> 50: 7.106084e-05 2.675386e-06 0
#> 51: 4.525591e-04 1.703850e-05 0
#> 52: 6.936429e-04 2.611512e-05 0
#> 53: 7.106084e-05 2.675386e-06 0
#> 54: 4.921519e-04 1.852914e-05 0
#> 55: 1.961092e-04 2.399155e-05 0
#> 56: 2.616643e-05 3.201142e-06 0
#> 57: 1.643544e-04 2.010674e-05 0
#> 58: 2.096694e-04 2.565048e-05 0
#> 59: 2.616643e-05 3.201142e-06 0
#> 60: 1.713577e-04 2.096352e-05 0
#> 61: 3.277666e-05 7.655517e-04 0
#> 62: 1.269904e-05 2.966066e-04 0
#> 63: 2.778433e-05 6.489477e-04 0
#> 64: 3.590235e-05 8.385570e-04 0
#> 65: 1.269904e-05 2.966066e-04 0
#> 66: 2.882568e-05 6.732701e-04 0
#> 67: 1.312380e-04 4.657732e-04 0
#> 68: 6.230484e-05 2.211243e-04 0
#> 69: 1.336192e-04 4.742240e-04 0
#> 70: 1.549991e-04 5.501029e-04 0
#> 71: 6.230484e-05 2.211243e-04 0
#> 72: 1.360937e-04 4.830063e-04 0
#> n2o_manure_other_indirect n2o_manure_pasture_total n2o_manure_burned_total
#> <num> <num> <num>
#> n2o_manure_other_total co2_ration_fertilizer co2_ration_pesticides
#> <num> <num> <num>
#> 1: 2.724101e-03 33.4710 11.4574
#> 2: 1.892542e-03 0.0000 0.0000
#> 3: 2.785523e-03 33.4710 11.4574
#> 4: 3.979393e-03 33.4710 11.4574
#> 5: 7.844721e-04 0.0000 0.0000
#> 6: 2.520763e-03 33.4710 11.4574
#> 7: 1.064546e-03 0.5440 0.0922
#> 8: 1.311760e-03 0.0000 0.0000
#> 9: 7.947130e-04 0.5440 0.0922
#> 10: 1.327829e-03 0.5440 0.0922
#> 11: 7.069808e-04 0.0000 0.0000
#> 12: 8.281828e-04 0.5440 0.0922
#> 13: 3.227784e-04 16.6353 8.3062
#> 14: 3.901572e-04 0.0000 0.0000
#> 15: 2.409456e-04 16.6353 8.3062
#> 16: 3.163679e-04 16.6353 8.3062
#> 17: 3.901269e-04 0.0000 0.0000
#> 18: 1.873398e-04 16.6353 8.3062
#> 19: 4.176451e-04 7.4240 0.4442
#> 20: 5.437508e-04 0.0000 0.0000
#> 21: 3.368538e-04 7.4240 0.4442
#> 22: 4.166617e-04 7.4240 0.4442
#> 23: 5.203297e-04 0.0000 0.0000
#> 24: 3.376441e-04 7.4240 0.4442
#> 25: 5.535071e-04 22.6363 10.7182
#> 26: 1.376075e-04 0.0000 0.0000
#> 27: 2.819070e-04 22.6363 10.7182
#> 28: 7.818124e-04 22.6363 10.7182
#> 29: 1.376075e-04 0.0000 0.0000
#> 30: 1.622074e-04 22.6363 10.7182
#> 31: 2.161678e-04 0.0000 0.0000
#> 32: 6.707520e-05 0.0000 0.0000
#> 33: 1.485269e-04 0.0000 0.0000
#> 34: 2.568888e-04 0.0000 0.0000
#> 35: 6.707520e-05 0.0000 0.0000
#> 36: 1.446040e-04 0.0000 0.0000
#> 37: 1.875640e-03 24.1376 10.7537
#> 38: 3.167027e-04 0.0000 0.0000
#> 39: 1.179734e-03 24.1376 10.7537
#> 40: 2.196965e-03 24.1376 10.7537
#> 41: 1.276375e-04 0.0000 0.0000
#> 42: 1.050756e-03 24.1376 10.7537
#> 43: 2.754495e-03 22.5590 2.2507
#> 44: 4.953711e-04 0.0000 0.0000
#> 45: 1.845719e-03 22.5590 2.2507
#> 46: 2.802597e-03 22.5590 2.2507
#> 47: 3.361464e-04 0.0000 0.0000
#> 48: 9.860468e-04 22.5590 2.2507
#> 49: 1.252320e-03 38.3230 9.1713
#> 50: 1.269944e-04 0.0000 0.0000
#> 51: 8.087786e-04 38.3230 9.1713
#> 52: 1.239625e-03 38.3230 9.1713
#> 53: 1.269944e-04 0.0000 0.0000
#> 54: 8.795358e-04 38.3230 9.1713
#> 55: 3.838151e-04 24.8210 6.5384
#> 56: 5.121164e-05 0.0000 0.0000
#> 57: 3.216662e-04 24.8210 6.5384
#> 58: 4.103545e-04 24.8210 6.5384
#> 59: 5.121164e-05 0.0000 0.0000
#> 60: 3.353728e-04 24.8210 6.5384
#> 61: 4.191712e-04 32.1360 2.2574
#> 62: 1.624044e-04 0.0000 0.0000
#> 63: 3.553257e-04 32.1360 2.2574
#> 64: 4.591447e-04 32.1360 2.2574
#> 65: 1.624044e-04 0.0000 0.0000
#> 66: 3.686432e-04 32.1360 2.2574
#> 67: 1.523684e-03 27.7760 12.9242
#> 68: 7.233642e-04 0.0000 0.0000
#> 69: 1.551329e-03 27.7760 12.9242
#> 70: 1.799552e-03 27.7760 12.9242
#> 71: 7.233642e-04 0.0000 0.0000
#> 72: 1.580059e-03 27.7760 12.9242
#> n2o_manure_other_total co2_ration_fertilizer co2_ration_pesticides
#> <num> <num> <num>
#> co2_ration_crop_activities co2_ration_luc_nopeat co2_ration_luc_peat
#> <num> <num> <num>
#> 1: 81.7010 49.0764 0.852196
#> 2: 0.0000 0.0000 0.000000
#> 3: 81.7010 49.0764 0.852196
#> 4: 81.7010 49.0764 0.852196
#> 5: 0.0000 0.0000 0.000000
#> 6: 81.7010 49.0764 0.852196
#> 7: 47.3820 0.0262 0.001018
#> 8: 0.0000 0.0000 0.000000
#> 9: 47.3820 0.0262 0.001018
#> 10: 47.3820 0.0262 0.001018
#> 11: 0.0000 0.0000 0.000000
#> 12: 47.3820 0.0262 0.001018
#> 13: 57.6480 5.9369 0.057910
#> 14: 0.0000 0.0000 0.000000
#> 15: 57.6480 5.9369 0.057910
#> 16: 57.6480 5.9369 0.057910
#> 17: 0.0000 0.0000 0.000000
#> 18: 57.6480 5.9369 0.057910
#> 19: 87.5980 2.3662 0.313018
#> 20: 0.0000 0.0000 0.000000
#> 21: 87.5980 2.3662 0.313018
#> 22: 87.5980 2.3662 0.313018
#> 23: 0.0000 0.0000 0.000000
#> 24: 87.5980 2.3662 0.313018
#> 25: 73.6790 11.9319 0.106540
#> 26: 0.0000 0.0000 0.000000
#> 27: 73.6790 11.9319 0.106540
#> 28: 73.6790 11.9319 0.106540
#> 29: 0.0000 0.0000 0.000000
#> 30: 73.6790 11.9319 0.106540
#> 31: 83.5000 0.0000 0.000000
#> 32: 0.0000 0.0000 0.000000
#> 33: 83.5000 0.0000 0.000000
#> 34: 83.5000 0.0000 0.000000
#> 35: 0.0000 0.0000 0.000000
#> 36: 83.5000 0.0000 0.000000
#> 37: 81.8810 49.5318 0.652960
#> 38: 0.0000 0.0000 0.000000
#> 39: 81.8810 49.5318 0.652960
#> 40: 81.8810 49.5318 0.652960
#> 41: 0.0000 0.0000 0.000000
#> 42: 81.8810 49.5318 0.652960
#> 43: 79.8860 6.9051 0.822760
#> 44: 0.0000 0.0000 0.000000
#> 45: 79.8860 6.9051 0.822760
#> 46: 79.8860 6.9051 0.822760
#> 47: 0.0000 0.0000 0.000000
#> 48: 79.8860 6.9051 0.822760
#> 49: 55.8580 53.5010 0.336112
#> 50: 0.0000 0.0000 0.000000
#> 51: 55.8580 53.5010 0.336112
#> 52: 55.8580 53.5010 0.336112
#> 53: 0.0000 0.0000 0.000000
#> 54: 55.8580 53.5010 0.336112
#> 55: 31.1946 129.8650 -23.648440
#> 56: 0.0000 0.0000 0.000000
#> 57: 31.1946 129.8650 -23.648440
#> 58: 31.1946 129.8650 -23.648440
#> 59: 0.0000 0.0000 0.000000
#> 60: 31.1946 129.8650 -23.648440
#> 61: 31.2570 22.7100 1.639200
#> 62: 0.0000 0.0000 0.000000
#> 63: 31.2570 22.7100 1.639200
#> 64: 31.2570 22.7100 1.639200
#> 65: 0.0000 0.0000 0.000000
#> 66: 31.2570 22.7100 1.639200
#> 67: 92.8600 2.3662 0.313018
#> 68: 0.0000 0.0000 0.000000
#> 69: 92.8600 2.3662 0.313018
#> 70: 92.8600 2.3662 0.313018
#> 71: 0.0000 0.0000 0.000000
#> 72: 92.8600 2.3662 0.313018
#> co2_ration_crop_activities co2_ration_luc_nopeat co2_ration_luc_peat
#> <num> <num> <num>
#> n2o_ration_fertilizer n2o_ration_manure_applied n2o_ration_crop_residues
#> <num> <num> <num>
#> 1: 0.223890 0.197650 0.103184
#> 2: 0.000000 0.000000 0.000000
#> 3: 0.223890 0.197650 0.103184
#> 4: 0.223890 0.197650 0.103184
#> 5: 0.000000 0.000000 0.000000
#> 6: 0.223890 0.197650 0.103184
#> 7: 0.002860 0.109080 0.001202
#> 8: 0.000000 0.000000 0.000000
#> 9: 0.002860 0.109080 0.001202
#> 10: 0.002860 0.109080 0.001202
#> 11: 0.000000 0.000000 0.000000
#> 12: 0.002860 0.109080 0.001202
#> 13: 0.072447 0.067596 0.018048
#> 14: 0.000000 0.000000 0.000000
#> 15: 0.072447 0.067596 0.018048
#> 16: 0.072447 0.067596 0.018048
#> 17: 0.000000 0.000000 0.000000
#> 18: 0.072447 0.067596 0.018048
#> 19: 0.044660 0.113400 0.014342
#> 20: 0.000000 0.000000 0.000000
#> 21: 0.044660 0.113400 0.014342
#> 22: 0.044660 0.113400 0.014342
#> 23: 0.000000 0.000000 0.000000
#> 24: 0.044660 0.113400 0.014342
#> 25: 0.104779 0.091046 0.031238
#> 26: 0.000000 0.000000 0.000000
#> 27: 0.104779 0.091046 0.031238
#> 28: 0.104779 0.091046 0.031238
#> 29: 0.000000 0.000000 0.000000
#> 30: 0.104779 0.091046 0.031238
#> 31: 0.000000 0.108000 0.000000
#> 32: 0.000000 0.000000 0.000000
#> 33: 0.000000 0.108000 0.000000
#> 34: 0.000000 0.108000 0.000000
#> 35: 0.000000 0.000000 0.000000
#> 36: 0.000000 0.108000 0.000000
#> 37: 0.185636 0.213822 0.097351
#> 38: 0.000000 0.000000 0.000000
#> 39: 0.185636 0.213822 0.097351
#> 40: 0.185636 0.213822 0.097351
#> 41: 0.000000 0.000000 0.000000
#> 42: 0.185636 0.213822 0.097351
#> 43: 0.132050 0.097550 0.051655
#> 44: 0.000000 0.000000 0.000000
#> 45: 0.132050 0.097550 0.051655
#> 46: 0.132050 0.097550 0.051655
#> 47: 0.000000 0.000000 0.000000
#> 48: 0.132050 0.097550 0.051655
#> 49: 0.258840 0.240100 0.161783
#> 50: 0.000000 0.000000 0.000000
#> 51: 0.258840 0.240100 0.161783
#> 52: 0.258840 0.240100 0.161783
#> 53: 0.000000 0.000000 0.000000
#> 54: 0.258840 0.240100 0.161783
#> 55: 0.119804 0.095069 0.148221
#> 56: 0.000000 0.000000 0.000000
#> 57: 0.119804 0.095069 0.148221
#> 58: 0.119804 0.095069 0.148221
#> 59: 0.000000 0.000000 0.000000
#> 60: 0.119804 0.095069 0.148221
#> 61: 0.195100 0.133180 0.075510
#> 62: 0.000000 0.000000 0.000000
#> 63: 0.195100 0.133180 0.075510
#> 64: 0.195100 0.133180 0.075510
#> 65: 0.000000 0.000000 0.000000
#> 66: 0.195100 0.133180 0.075510
#> 67: 0.117716 0.052298 0.014342
#> 68: 0.000000 0.000000 0.000000
#> 69: 0.117716 0.052298 0.014342
#> 70: 0.117716 0.052298 0.014342
#> 71: 0.000000 0.000000 0.000000
#> 72: 0.117716 0.052298 0.014342
#> n2o_ration_fertilizer n2o_ration_manure_applied n2o_ration_crop_residues
#> <num> <num> <num>
#> ch4_ration_rice milk_production_mass_cohort milk_production_protein_cohort
#> <num> <num> <num>
#> 1: 0.000 50513974803 1565933219
#> 2: 0.000 0 0
#> 3: 0.000 0 0
#> 4: 0.000 0 0
#> 5: 0.000 0 0
#> 6: 0.000 0 0
#> 7: 0.000 0 0
#> 8: 0.000 0 0
#> 9: 0.000 0 0
#> 10: 0.000 0 0
#> 11: 0.000 0 0
#> 12: 0.000 0 0
#> 13: 0.000 64663043 3750456
#> 14: 0.000 0 0
#> 15: 0.000 0 0
#> 16: 0.000 0 0
#> 17: 0.000 0 0
#> 18: 0.000 0 0
#> 19: 0.000 0 0
#> 20: 0.000 0 0
#> 21: 0.000 0 0
#> 22: 0.000 0 0
#> 23: 0.000 0 0
#> 24: 0.000 0 0
#> 25: 0.000 138404115 4705740
#> 26: 0.000 0 0
#> 27: 0.000 0 0
#> 28: 0.000 0 0
#> 29: 0.000 0 0
#> 30: 0.000 0 0
#> 31: 0.000 0 0
#> 32: 0.000 0 0
#> 33: 0.000 0 0
#> 34: 0.000 0 0
#> 35: 0.000 0 0
#> 36: 0.000 0 0
#> 37: 0.000 78558504 3660826
#> 38: 0.000 0 0
#> 39: 0.000 0 0
#> 40: 0.000 0 0
#> 41: 0.000 0 0
#> 42: 0.000 0 0
#> 43: 7.200 28720555287 1005219435
#> 44: 0.000 0 0
#> 45: 7.200 0 0
#> 46: 7.200 0 0
#> 47: 0.000 0 0
#> 48: 7.200 0 0
#> 49: 0.000 0 0
#> 50: 0.000 0 0
#> 51: 0.000 0 0
#> 52: 0.000 0 0
#> 53: 0.000 0 0
#> 54: 0.000 0 0
#> 55: 0.736 0 0
#> 56: 0.000 0 0
#> 57: 0.736 0 0
#> 58: 0.736 0 0
#> 59: 0.000 0 0
#> 60: 0.736 0 0
#> 61: 0.000 1382779737 48397291
#> 62: 0.000 0 0
#> 63: 0.000 0 0
#> 64: 0.000 0 0
#> 65: 0.000 0 0
#> 66: 0.000 0 0
#> 67: 0.000 158470524 5546468
#> 68: 0.000 0 0
#> 69: 0.000 0 0
#> 70: 0.000 0 0
#> 71: 0.000 0 0
#> 72: 0.000 0 0
#> ch4_ration_rice milk_production_mass_cohort milk_production_protein_cohort
#> <num> <num> <num>
#> milk_production_fpcm_cohort fibre_production_cohort
#> <num> <num>
#> 1: 47870829419 0.000
#> 2: 0 0.000
#> 3: 0 0.000
#> 4: 0 0.000
#> 5: 0 0.000
#> 6: 0 0.000
#> 7: 0 0.000
#> 8: 0 0.000
#> 9: 0 0.000
#> 10: 0 0.000
#> 11: 0 0.000
#> 12: 0 0.000
#> 13: 96609660 4178278.794
#> 14: 0 0.000
#> 15: 0 881538.017
#> 16: 0 2938490.049
#> 17: 0 0.000
#> 18: 0 25617.157
#> 19: 0 11364562.472
#> 20: 0 0.000
#> 21: 0 1789195.608
#> 22: 0 5759416.231
#> 23: 0 0.000
#> 24: 0 280801.455
#> 25: 170714332 1697862.793
#> 26: 0 0.000
#> 27: 0 104870.260
#> 28: 0 516973.219
#> 29: 0 0.000
#> 30: 0 2642.270
#> 31: 0 85219.795
#> 32: 0 0.000
#> 33: 0 28930.945
#> 34: 0 15127.161
#> 35: 0 0.000
#> 36: 0 8425.587
#> 37: 128157410 0.000
#> 38: 0 0.000
#> 39: 0 0.000
#> 40: 0 0.000
#> 41: 0 0.000
#> 42: 0 0.000
#> 43: 40295747197 0.000
#> 44: 0 0.000
#> 45: 0 0.000
#> 46: 0 0.000
#> 47: 0 0.000
#> 48: 0 0.000
#> 49: 0 0.000
#> 50: 0 0.000
#> 51: 0 0.000
#> 52: 0 0.000
#> 53: 0 0.000
#> 54: 0 0.000
#> 55: 0 0.000
#> 56: 0 0.000
#> 57: 0 0.000
#> 58: 0 0.000
#> 59: 0 0.000
#> 60: 0 0.000
#> 61: 1316577976 3028327.447
#> 62: 0 0.000
#> 63: 0 2402477.568
#> 64: 0 47080.593
#> 65: 0 0.000
#> 66: 0 618631.277
#> 67: 150883612 148890.884
#> 68: 0 0.000
#> 69: 0 113864.120
#> 70: 0 14609.767
#> 71: 0 0.000
#> 72: 0 50771.772
#> milk_production_fpcm_cohort fibre_production_cohort
#> <num> <num>
#> meat_production_live_weight_cohort meat_production_carcass_weight_cohort
#> <num> <num>
#> 1: 2.730470e+09 1.774806e+09
#> 2: 2.874156e+08 1.868201e+08
#> 3: 1.016465e+09 6.607019e+08
#> 4: 4.398295e+05 2.858892e+05
#> 5: 1.086560e+09 7.062642e+08
#> 6: 9.161878e+07 5.955220e+07
#> 7: 1.175784e+05 7.642593e+04
#> 8: 3.350812e+05 2.178028e+05
#> 9: 1.768221e+05 1.149343e+05
#> 10: 1.142653e+05 7.427247e+04
#> 11: 3.962934e+05 2.575907e+05
#> 12: 1.079174e+05 7.014629e+04
#> 13: 3.717372e+07 2.416292e+07
#> 14: 1.597936e+07 1.038659e+07
#> 15: 1.140910e+07 7.415915e+06
#> 16: 1.493321e+07 9.706589e+06
#> 17: 3.169331e+07 2.060065e+07
#> 18: 1.409239e+06 9.160051e+05
#> 19: 3.460503e+07 2.249327e+07
#> 20: 3.059369e+07 1.988590e+07
#> 21: 2.776360e+07 1.804634e+07
#> 22: 1.821992e+07 1.184295e+07
#> 23: 4.687335e+07 3.046768e+07
#> 24: 1.096069e+07 7.124446e+06
#> 25: 9.423467e+06 6.125254e+06
#> 26: 4.019452e+06 2.612644e+06
#> 27: 1.832179e+06 1.190917e+06
#> 28: 6.357780e+06 4.132557e+06
#> 29: 5.273128e+06 3.427533e+06
#> 30: 1.303809e+05 8.474756e+04
#> 31: 6.223043e+05 4.044978e+05
#> 32: 4.217899e+05 2.741635e+05
#> 33: 5.071393e+05 3.296406e+05
#> 34: 1.190142e+05 7.735921e+04
#> 35: 7.541025e+05 4.901666e+05
#> 36: 3.496387e+05 2.272652e+05
#> 37: 1.215985e+07 7.903900e+06
#> 38: 8.735056e+06 5.677787e+06
#> 39: 1.249014e+07 8.118592e+06
#> 40: 4.305511e+06 2.798582e+06
#> 41: 1.186737e+07 7.713791e+06
#> 42: 2.852594e+06 1.854186e+06
#> 43: 3.019176e+09 1.962464e+09
#> 44: 2.606623e+08 1.694305e+08
#> 45: 6.462042e+08 4.200327e+08
#> 46: 2.150735e+08 1.397978e+08
#> 47: 1.657215e+09 1.077190e+09
#> 48: 7.136331e+06 4.638615e+06
#> 49: 7.107366e+08 4.619788e+08
#> 50: 8.743803e+08 5.683472e+08
#> 51: 3.129714e+08 2.034314e+08
#> 52: 7.610360e+08 4.946734e+08
#> 53: 8.953917e+08 5.820046e+08
#> 54: 5.276906e+07 3.429989e+07
#> 55: 5.180079e+06 3.367052e+06
#> 56: 2.882597e+07 1.873688e+07
#> 57: 1.109068e+06 7.208943e+05
#> 58: 5.531005e+06 3.595153e+06
#> 59: 2.943319e+07 1.913158e+07
#> 60: 2.084956e+04 1.355222e+04
#> 61: 4.846103e+07 3.149967e+07
#> 62: 0.000000e+00 0.000000e+00
#> 63: 0.000000e+00 0.000000e+00
#> 64: 8.657360e+05 5.627284e+05
#> 65: 0.000000e+00 0.000000e+00
#> 66: 1.657632e+08 1.077461e+08
#> 67: 3.896054e+06 2.532435e+06
#> 68: 0.000000e+00 0.000000e+00
#> 69: 0.000000e+00 0.000000e+00
#> 70: 4.303921e+05 2.797549e+05
#> 71: 0.000000e+00 0.000000e+00
#> 72: 2.154353e+07 1.400330e+07
#> meat_production_live_weight_cohort meat_production_carcass_weight_cohort
#> <num> <num>
#> meat_production_bone_free_meat_cohort meat_production_protein_cohort
#> <num> <num>
#> 1: 1.153624e+09 2.422610e+08
#> 2: 1.214331e+08 2.550095e+07
#> 3: 4.294563e+08 9.018581e+07
#> 4: 1.858280e+05 3.902387e+04
#> 5: 4.590717e+08 9.640506e+07
#> 6: 3.870893e+07 8.128876e+06
#> 7: 4.967686e+04 1.043214e+04
#> 8: 1.415718e+05 2.973008e+04
#> 9: 7.470732e+04 1.568854e+04
#> 10: 4.827710e+04 1.013819e+04
#> 11: 1.674340e+05 3.516113e+04
#> 12: 4.559509e+04 9.574969e+03
#> 13: 1.691404e+07 3.551949e+06
#> 14: 7.270611e+06 1.526828e+06
#> 15: 5.191141e+06 1.090140e+06
#> 16: 6.794612e+06 1.426869e+06
#> 17: 1.442046e+07 3.028296e+06
#> 18: 6.412036e+05 1.346528e+05
#> 19: 1.574529e+07 3.306511e+06
#> 20: 1.392013e+07 2.923227e+06
#> 21: 1.263244e+07 2.652812e+06
#> 22: 8.290063e+06 1.740913e+06
#> 23: 2.132738e+07 4.478749e+06
#> 24: 4.987112e+06 1.047294e+06
#> 25: 4.287678e+06 9.004123e+05
#> 26: 1.828851e+06 3.840586e+05
#> 27: 8.336417e+05 1.750647e+05
#> 28: 2.892790e+06 6.074859e+05
#> 29: 2.399273e+06 5.038473e+05
#> 30: 5.932329e+04 1.245789e+04
#> 31: 2.831485e+05 5.946118e+04
#> 32: 1.919144e+05 4.030203e+04
#> 33: 2.307484e+05 4.845716e+04
#> 34: 5.415145e+04 1.137180e+04
#> 35: 3.431167e+05 7.205450e+04
#> 36: 1.590856e+05 3.340798e+04
#> 37: 5.927925e+06 1.244864e+06
#> 38: 4.258340e+06 8.942514e+05
#> 39: 6.088944e+06 1.278678e+06
#> 40: 2.098936e+06 4.407767e+05
#> 41: 5.785343e+06 1.214922e+06
#> 42: 1.390640e+06 2.920343e+05
#> 43: 1.471848e+09 3.090881e+08
#> 44: 1.270729e+08 2.668530e+07
#> 45: 3.150245e+08 6.615515e+07
#> 46: 1.048483e+08 2.201815e+07
#> 47: 8.078924e+08 1.696574e+08
#> 48: 3.478961e+06 7.305819e+05
#> 49: 3.002862e+08 6.306010e+07
#> 50: 3.694257e+08 7.757939e+07
#> 51: 1.322304e+08 2.776839e+07
#> 52: 3.215377e+08 6.752292e+07
#> 53: 3.783030e+08 7.944363e+07
#> 54: 2.229493e+07 4.681935e+06
#> 55: 2.188584e+06 4.596025e+05
#> 56: 1.217897e+07 2.557584e+06
#> 57: 4.685813e+05 9.840207e+04
#> 58: 2.336849e+06 4.907384e+05
#> 59: 1.243552e+07 2.611460e+06
#> 60: 8.808940e+03 1.849877e+03
#> 61: 2.047479e+07 4.299705e+06
#> 62: 0.000000e+00 0.000000e+00
#> 63: 0.000000e+00 0.000000e+00
#> 64: 3.657735e+05 7.681243e+04
#> 65: 0.000000e+00 0.000000e+00
#> 66: 7.003494e+07 1.470734e+07
#> 67: 1.646083e+06 3.456774e+05
#> 68: 0.000000e+00 0.000000e+00
#> 69: 0.000000e+00 0.000000e+00
#> 70: 1.818407e+05 3.818654e+04
#> 71: 0.000000e+00 0.000000e+00
#> 72: 9.102143e+06 1.911450e+06
#> meat_production_bone_free_meat_cohort meat_production_protein_cohort
#> <num> <num>
#> milk_allocation_energy meat_allocation_energy fibre_allocation_energy
#> <num> <num> <num>
#> 1: 148558245766 70930704266 0.00
#> 2: 0 5459498936 0.00
#> 3: 0 25225336085 0.00
#> 4: 0 10254181 0.00
#> 5: 0 17458777507 0.00
#> 6: 0 1961416853 0.00
#> 7: 0 2979095 0.00
#> 8: 0 7750870 0.00
#> 9: 0 4203753 0.00
#> 10: 0 2552519 0.00
#> 11: 0 7754159 0.00
#> 12: 0 2170249 0.00
#> 13: 299810171 495340455 100278691.06
#> 14: 0 134626608 0.00
#> 15: 0 109649887 21156912.40
#> 16: 0 201298468 70523761.19
#> 17: 0 269134326 0.00
#> 18: 0 13236980 614811.76
#> 19: 0 530800747 272749499.33
#> 20: 0 290269906 0.00
#> 21: 0 372750803 42940694.60
#> 22: 0 278038379 138225989.54
#> 23: 0 432216444 0.00
#> 24: 0 140912970 6739234.91
#> 25: 529780287 153330412 40748707.04
#> 26: 0 24814422 0.00
#> 27: 0 15287980 2516886.25
#> 28: 0 146054314 12407357.25
#> 29: 0 32554093 0.00
#> 30: 0 1087917 63414.49
#> 31: 0 8124954 2045275.09
#> 32: 0 2532040 0.00
#> 33: 0 4642391 694342.68
#> 34: 0 2042842 363051.86
#> 35: 0 4526939 0.00
#> 36: 0 3200619 202214.08
#> 37: 397712768 310208481 0.00
#> 38: 0 114474375 0.00
#> 39: 0 291527440 0.00
#> 40: 0 98544602 0.00
#> 41: 0 131557189 0.00
#> 42: 0 56320893 0.00
#> 43: 125050382208 74620563140 0.00
#> 44: 0 3325621824 0.00
#> 45: 0 8244502318 0.00
#> 46: 0 4543068108 0.00
#> 47: 0 17885087671 0.00
#> 48: 0 77017097 0.00
#> 49: 0 0 0.00
#> 50: 0 0 0.00
#> 51: 0 0 0.00
#> 52: 0 0 0.00
#> 53: 0 0 0.00
#> 54: 0 0 0.00
#> 55: 0 0 0.00
#> 56: 0 0 0.00
#> 57: 0 0 0.00
#> 58: 0 0 0.00
#> 59: 0 0 0.00
#> 60: 0 0 0.00
#> 61: 4085755707 4326766984 393076575.07
#> 62: 0 0 0.00
#> 63: 0 0 311841328.51
#> 64: 0 77834760 6111055.94
#> 65: 0 0 0.00
#> 66: 0 14903084038 80298272.84
#> 67: 468239322 355670229 19326020.65
#> 68: 0 0 0.00
#> 69: 0 0 14779550.41
#> 70: 0 39446326 1896346.16
#> 71: 0 0 0.00
#> 72: 0 1974509183 6590170.55
#> milk_allocation_energy meat_allocation_energy fibre_allocation_energy
#> <num> <num> <num>
#> work_allocation_energy egg_allocation_energy
#> <num> <num>
#> 1: 0.0 0
#> 2: 0.0 0
#> 3: 0.0 0
#> 4: 0.0 0
#> 5: 0.0 0
#> 6: 0.0 0
#> 7: 0.0 0
#> 8: 0.0 0
#> 9: 0.0 0
#> 10: 467997.5 0
#> 11: 0.0 0
#> 12: 0.0 0
#> 13: 0.0 0
#> 14: 0.0 0
#> 15: 0.0 0
#> 16: 0.0 0
#> 17: 0.0 0
#> 18: 0.0 0
#> 19: 0.0 0
#> 20: 0.0 0
#> 21: 0.0 0
#> 22: 0.0 0
#> 23: 0.0 0
#> 24: 0.0 0
#> 25: 0.0 0
#> 26: 0.0 0
#> 27: 0.0 0
#> 28: 0.0 0
#> 29: 0.0 0
#> 30: 0.0 0
#> 31: 0.0 0
#> 32: 0.0 0
#> 33: 0.0 0
#> 34: 0.0 0
#> 35: 0.0 0
#> 36: 0.0 0
#> 37: 0.0 0
#> 38: 0.0 0
#> 39: 0.0 0
#> 40: 0.0 0
#> 41: 0.0 0
#> 42: 0.0 0
#> 43: 0.0 0
#> 44: 0.0 0
#> 45: 0.0 0
#> 46: 2889514739.0 0
#> 47: 0.0 0
#> 48: 0.0 0
#> 49: 0.0 0
#> 50: 0.0 0
#> 51: 0.0 0
#> 52: 0.0 0
#> 53: 0.0 0
#> 54: 0.0 0
#> 55: 0.0 0
#> 56: 0.0 0
#> 57: 0.0 0
#> 58: 0.0 0
#> 59: 0.0 0
#> 60: 0.0 0
#> 61: 0.0 0
#> 62: 0.0 0
#> 63: 0.0 0
#> 64: 31971007.7 0
#> 65: 0.0 0
#> 66: 0.0 0
#> 67: 0.0 0
#> 68: 0.0 0
#> 69: 0.0 0
#> 70: 9921051.0 0
#> 71: 0.0 0
#> 72: 0.0 0
#> work_allocation_energy egg_allocation_energy
#> <num> <num>
print(results$allocation_long)
#> Key: <commodity_name>
#> herd_id species_short variable_name commodity_name
#> <int> <char> <char> <char>
#> 1: 3 SHP ch4_enteric Fibre
#> 2: 3 SHP ch4_manure_other Fibre
#> 3: 3 SHP ch4_ration_rice Fibre
#> 4: 3 SHP co2_ration_crop_activities Fibre
#> 5: 3 SHP co2_ration_fertilizer Fibre
#> ---
#> 445: 12 CML n2o_manure_other_direct Work
#> 446: 12 CML n2o_manure_other_indirect Work
#> 447: 12 CML n2o_ration_crop_residues Work
#> 448: 12 CML n2o_ration_fertilizer Work
#> 449: 12 CML n2o_ration_manure_applied Work
#> commodity_type allocation_share
#> <char> <num>
#> 1: Non-Edible 0.11224423
#> 2: Non-Edible 0.11224423
#> 3: Non-Edible 0.11224423
#> 4: Non-Edible 0.11224423
#> 5: Non-Edible 0.11224423
#> ---
#> 445: Non-Edible 0.00343244
#> 446: Non-Edible 0.00343244
#> 447: Non-Edible 0.00343244
#> 448: Non-Edible 0.00343244
#> 449: Non-Edible 0.00343244
# }