Beef

Chicken

Cocoa

Coffee

Corn

Cotton

Palm kernel

Palm oil

Pork

Shrimp

Sugarcane

Wood pulp

Argentina

Brazil

Colombia

Côte d'Ivoire

Ecuador

Ghana

Indonesia

Paraguay

Peru

Indonesia wood pulp - Supply chain data

Indonesia palm oil - Supply chain data

Brazil soy - Supply chain data

Brazil beef - Supply chain data

Argentina corn - Supply chain data

Argentina cotton - Supply chain data

Argentina soy - Supply chain data

Argentina wood pulp - Supply chain data

Total deforestation per jurisdiction for a given year.

Argentina - Deforestation

Gross emissions attributable to deforestation. Estimates are based on the total biomass removal stored in the native vegetation. The numbers are subsequently transformed in CO₂-eq by multiplying carbon stock per 3.67.

Argentina - Emissions from deforestation

Gross emissions attributable to soy deforestation. Estimates are based on the total biomass removal stored in the native vegetation. The numbers are subsequently transformed in CO₂-eq by multiplying carbon stock per 3.67.

Argentina - Gross emissions from soy deforestation

Argentina - Production of soy

The soy area in the target year that overlaps with deforestation in the five years prior to soy detection.

Argentina - Soy deforestation

Percentage of the soy that is exported by a trader with a zero deforestation commitment.

Argentina - Soy traded under zero deforestation commitments

Brazil chicken - Supply chain data

Brazil cocoa - Supply chain data

Brazil coffee - Supply chain data

Brazil corn - Supply chain data

Brazil cotton - Supply chain data

Brazil palm kernel - Supply chain data

Brazil palm oil - Supply chain data

Brazil pork - Supply chain data

Brazil sugarcane - Supply chain data

Brazil wood pulp - Supply chain data

Average arabica coffee yield per jurisdiction in a given year.

Brazil - Arabica coffee yield

Cattle deforestation per ton is a measure of the deforested area associated with the production of beef for a given year, expressed in hectares per ton of carcass.

Brazil - Cattle deforestation per ton

Volume of the traded commodity. The total value is the raw equivalent of the traded sub-products (for example, soy cake and soy oil are converted to soybean equivalent tonnes).

Brazil - Cattle production

Number of heads of cattle per hectare of pasture according to the preliminary results of 2017 IBGE agricultural census. Municipalities with rates higher than 4 were excluded from this measure in addition to the 53 municipalities originally without data.

Brazil - Cattle stocking rate

Number of chickens (heads) slaughtered per jurisdiction of origin.

Brazil - Chickens slaughtered

Average cocoa yield per jurisdiction in a given year.

Brazil - Cocoa yield

Average coffee yield per jurisdiction in a given year.

Brazil - Coffee yield

Average municipal corn yield per jurisdiction in a given year.

Brazil - Corn yield

Average municipal corn yield per jurisdiction in a given year, only the first crop harvest.

Brazil - Corn yield (first crop)

Average municipal corn yield per jurisdiction in a given year, only the second crop harvest.

Brazil - Corn yield (second crop)

Average cotton yield per jurisdiction in a given year.

Brazil - Cotton yield

Total deforestation (defined as the conversion of primary native vegetation) per jurisdiction in a given year.

Brazil - Deforestation

Pasture deforestation is the estimate of the amount of deforestation across a five-year allocation period that is associated with animal rearing in a given year. To calculate it, we overlapped the annual pasture maps from MapBiomas with the annual territorial deforestation five years prior to the target year for pasture, including the year the pasture was detected.

Brazil - Deforestation for pasture

Gross emissions associated with the production of beef (pasture deforestation) for a given year, expressed in hectares per ton of carcass.

Brazil - Gross emissions from cattle deforestation per ton

Gross emissions attributable to pasture deforestation. Estimates are based on the total removal of the biomass stored in the native vegetation. The numbers are subsequently transformed in CO₂-eq by multiplying carbon stock per 3.67.

Brazil - Gross emissions from pasture deforestation

Gross emissions attributable to soy deforestation. Estimates are based on the total removal of the biomass stored in the native vegetation. The numbers are subsequently transformed to CO₂-eq by multiplying carbon stock by 3.67.

Brazil - Gross emissions from soy deforestation

Gross emissions attributable to soy deforestation per tonne of soy produced in a given jurisdiction. Estimates are based on the total removal of the biomass stored in the native vegetation. The numbers are subsequently transformed to CO₂-eq by multiplying carbon stock by 3.67.

Brazil - Gross emissions from soy deforestation per tonne

Gross emissions from territorial deforestation. Estimates are based on the total removal of the biomass stored in the native vegetation, including above and below ground biomass, litter and deadwood. The numbers are subsequently transformed to CO₂-eq by multiplying carbon stock by 3.67.

Brazil - Gross greenhouse gas emissions from deforestation

Net emissions associated with the production of beef (pasture deforestation) for a given year, expressed in hectares per ton of carcass.

Brazil - Net emissions from cattle deforestation per ton

Net emissions attributable to pasture deforestation. Estimates are based on the difference between the biomass stored in the native vegetation and pastures. The numbers are subsequently transformed in CO₂-eq by multiplying carbon stock per 3.67.

Brazil - Net emissions from pasture deforestation

Net emissions attributable to soy deforestation. Estimates are based on the difference between the carbon removed from the native vegetation and stored in the soy plantations. The numbers are subsequently transformed to CO₂-eq by multiplying carbon stock by 3.67.

Brazil - Net emissions from soy deforestation

Emissions attributable to soy deforestation per tonne of soy produced in a given jurisdiction. Estimates are based on the difference between the carbon removed from the native vegetation and stored in the soy plantations.

Brazil - Net emissions from soy deforestation per tonne

Brazil - Pasture area

Number of pigs slaughtered per jurisdiction of origin in a given year.

Brazil - Pigs slaughtered

Production of arabica coffee per jurisdiction in a given year.

Brazil - Production of arabica coffee

Production of cocoa per jurisdiction for a given year.

Brazil - Production of cocoa

Production of coffee per jurisdiction in a given year.

Brazil - Production of coffee

Total production of corn per jurisdiction in a given year (first and second crop).

Brazil - Production of corn

Production of the first crop of corn per jurisdiction in a given year.

Brazil - Production of corn (first crop)

Production of the second crop of corn per jurisdiction in a given year.

Brazil - Production of corn (second crop)

Total production of cotton per jurisdiction in a given year(first and second crop).

Brazil - Production of cotton

Production of robusta coffee per jurisdiction in a given year.

Brazil - Production of robusta coffee

Production of soy per jurisdiction in a given year.

Brazil - Production of soy

Average robusta coffee yield per jurisdiction in a given year.

Brazil - Robusta coffee yield

Volume of soy produced per jurisdiction that was certified according to the Round Table on Responsible Soy (RTRS) Standard for Responsible Soy Production. No conversion of natural vegetation is permitted after June 2016 under the RTRS Principles and Criteria.

Brazil - Round Table on Responsible Soy

Area of soy harvested per jurisdiction in a given year.

Brazil - Soy area

The soy area in the target year that overlaps with deforestation (defined as the conversion of primary native vegetation) five years before soy detection.

Brazil - Soy deforestation

Soy deforestation per tonne of soy produced in a given jurisdiction.

Brazil - Soy deforestation per tonne

Brazil - Soy traded under a zero deforestation commitment

Average soy yield per jurisdiction in a given year.

Brazil - Soy yield

Colombia beef - Supply chain data

Colombia cocoa - Supply chain data

Colombia coffee - Supply chain data

Colombia palm kernel - Supply chain data

Colombia palm oil - Supply chain data

Colombia wood pulp - Supply chain data

Côte d’Ivoire cocoa - Supply chain data

Deforestation of undisturbed tropical moist forest per jurisdiction.

Côte d’Ivoire - Deforestation

Degradation of tropical moist forest per jurisdiction.

Côte d’Ivoire - Degradation

Area of undisturbed tropical moist forest per jurisdiction.

Côte d’Ivoire - Undisturbed forest

Ecuador cocoa - Supply chain data

Ecuador shrimp - Supply chain data

Estimated shrimp production, based on pond area and export data (Aquaculture Subsecretariat).

Ecuador - Production of shrimp

Ghana - Deforestation

Ghana - Degradation

Gross emissions from deforestation. Estimates are based on the total biomass removal stored in above- and below-ground biomass in forests (excl. soil carbon). CO₂-eq were derived by multiplying carbon stocks by 3.67.

Ghana - Gross greenhouse gas emissions from deforestation

Ghana - Undisturbed forest

Indonesia shrimp - Supply chain data

The total burned area in hectares within the boundaries of a wood supplier’s concession for the selected year, according to data from the Ministry of Environment and Forestry, Government of Indonesia. The burned areas may include natural forest, eucalyptus or acacia plantations for wood fiber, and other areas.

Indonesia - Annual burned areas

Total deforestation per pulp concession for a given year.

Indonesia - Annual deforestation

Total deforestation in peat areas inside pulp concessions.

Indonesia - Annual deforestation on peatlands

The total area deforested for industrial oil palm plantations in hectares in the selected year

Indonesia - Annual palm deforestation (industrial)

Total area of forest converted to pulp wood plantations for a given year.

Indonesia - Annual woodpulp deforestation

The total burned area in hectares the selected year, according to data from the Ministry of Environment and Forestry, Government of Indonesia.

Indonesia - Burned areas

The total burned area in hectares within the boundaries of a palm oil supplier’s concession for the selected year, according to data from the Ministry of Environment and Forestry, Government of Indonesia.

Indonesia - Burned peatlands

Indonesia - Deforestation

Annual greenhouse gas emissions from peat soil burning linked to palm oil production. The emissions are calculated based on the area of overlap between the burned areas and peat areas and attributed to oil palm based on the different land uses. Emissions were calculated using an average emission estimate for fire events on peat of 824 tonnes of CO₂-eq./ha provided by Rodríguez Vásquez et al., (2021).

Indonesia - Emissions from peat burning

Greenhouse gas emissions from peat soil burning. The emissions are calculated based on the area of overlap between the burned areas and peat areas inside of the concessions in each year multiplied by an emission factor of 824 tonnes of CO₂-eq following the average emission estimates for a fire events on peat provided by Rodríguez Vásquez et al., (2021).

Annual greenhouse gas emissions from peat subsidence linked to palm oil production. The emissions are calculated based on the area of palm oil plantations on peat multiplied by an emission factor of 90 t CO₂-eq./ha following Cooper et al. (2020)

Indonesia - Emissions from peat subsidence

Greenhouse gas emissions from peat subsidence. The emissions are calculated based on the area of pulpwood plantations on peat multiplied by an  emission factor of 73.4 tCO₂-eq, indicating a constant 20 tonnes of Carbon loss for every hectare and year due to subsidence after peat drainage, as described by Carlson, Goodman and May-Tobin, (2015) and as recommended by the IPCC's Wetlands Supplement (2013).

Indonesia - Fire on peatlands

Gross greenhouse gas emissions from annual oil palm deforestation and non-forest land conversions (industrial). Estimates are based on the total biomass removal stored in above- and below-ground biomass in forest and non-forest land covers (excl. soil carbon). CO₂-eq were derived by multiplying carbon stocks by 3.67.

Indonesia - Gross emissions from land-use change

Indonesia - Gross greenhouse gas emissions from deforestation

Indonesia - Natural forest area

Area of remaining native forest inside the concession.

Net greenhouse gas emissions from annual oil palm deforestation and non-forest conversion (industrial) were calculated as the difference between gross emissions from oil palm land-use change and sequestration in new oil palm plantations.

Open data