Beef

Chicken

Cocoa

Coffee

Corn

Cotton

Palm oil

Pork

Shrimp

Wood pulp

Argentina

Bolivia

Brazil

Colombia

Côte d'Ivoire

Ecuador

Ghana

Indonesia

Paraguay

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 - Human development index

Argentina - Production of soy

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.

Argentina - Round Table on Responsible 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

Bolivia - 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 in CO₂-eq by multiplying carbon stock per 3.67.

Bolivia - Gross emissions from soy deforestation

Production of soy per jurisdiction for a given year.

Bolivia - Production of soy

The soy area in a given year that overlaps with deforestation in the five years before soy detection.

Bolivia - Soy deforestation

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

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 - Coffee yield

Colombia - Deforestation

Forest at risk of coffee expansion due to climate change in 2050 in hectares. Based on 2015 analysis.

Colombia - Forest at risk of coffee expansion by 2050 due to climate change

Colombia - GDP per capita

Multidimensional poverty index averaged for the jurisdiction. MPI identifies household and individual levels of health, education, and standard of living, 2010. Higher percentages indicate a higher level of multidimensional poverty.

Colombia - Multidimensional poverty index

Colombia - Production of coffee

Department Water Shortage Vulnerability Index. IDEAM (Instituto de Hidrologia, Meteorologia y Estudios Ambientales, 2014).

Colombia - Water shortage vulnerability

Calculated by identifying the total cocoa area in the target year that overlaps with the loss in undisturbed tropical moist forests one year before.

Côte d’Ivoire - Annual cocoa deforestation

Area of land used to grow cocoa per jurisdiction in a given year.

Côte d’Ivoire - Cocoa area

Calculated by identifying the total cocoa area in the target year that overlaps with the loss in undisturbed tropical moist forests for the 15-year period that begins 19 years before the target year (i.e., allocation period: 15 years, time to first harvest: 4 years).

Côte d’Ivoire - Cocoa deforestation

Percentage of cocoa that is traded by traders with a zero deforestation commitment.

Côte d’Ivoire - Cocoa products traded under zero deforestation commitments

Average cocoa yield per jurisdiction in a given year combining cocoa production and cocoa area per jurisdiction.

Côte d’Ivoire - Cocoa yield

Deforestation of undisturbed tropical moist forest per jurisdiction.

Côte d’Ivoire - Deforestation

Degradation of tropical moist forest per jurisdiction.

Côte d’Ivoire - Degradation

Gross greenhouse gas emissions from annual cocoa deforestation. Estimates are based on the total biomass removal stored in above- and belowground biomass (excl. Soil carbon). CO2-eq. Were derived by multiplying carbon stocks by 3.67.

Côte d’Ivoire - Gross emissions from annual cocoa deforestation

Gross greenhouse gas emissions from cocoa deforestation. Estimates are based on the total biomass removal stored in above- and belowground biomass (excl. Soil carbon). CO2-eq. Were derived by multiplying carbon stocks by 3.67.

Côte d’Ivoire - Gross emissions from cocoa deforestation

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.

Côte d’Ivoire - Gross greenhouse gas emissions from deforestation

Net greenhouse gas emissions from annual cocoa deforestation were calculated as the difference between gross emissions from annual cocoa deforestation and sequestration in new cocoa plantations.

Côte d’Ivoire - Net emissions from annual cocoa deforestation

Net greenhouse gas emissions from cocoa deforestation were calculated as the difference between gross emissions from cocoa deforestation and sequestration in new cocoa plantations.

Côte d’Ivoire - Net emissions from cocoa deforestation

Estimated production of cocoa per jurisdiction based on national production data, production areas, and cocoa suitability.

Côte d’Ivoire - Production of cocoa

Area of undisturbed tropical moist forest per jurisdiction.

Côte d’Ivoire - Undisturbed forest

Area of mangrove forest in 2018 covered by mangrove partnership areas (Socio-Manglar) and Sustainable Use and Custody of Mangrove Agreements (AUSCM) (data from Clark Labs aquaculture datasets, 2020 and National System of Protected Areas – SNAP).

Ecuador - Area of mangrove under sustainable custody agreements

Area of mangrove forest expansion between 2014 and 2018 (Clark Labs aquaculture datasets 2020).

Ecuador - Mangrove expansion

Area of mangrove forest cover in 2018 (Clark Labs aquaculture datasets 2020).

Ecuador - Mangrove forest

Area of mangrove forest loss between 2014 and 2018 (Clark Labs aquaculture datasets 2020).

Ecuador - Mangrove loss

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

Ecuador - Production of shrimp

Area of aquaculture ponds for shrimp production (Aquaculture Subsecretariat).

Ecuador - Shrimp pond cover

Area of mangrove forest converted to shrimp pond between 2014 and 2018 (Clark Labs aquaculture datasets 2020).

Ecuador - Shrimp pond mangrove deforestation

Area of mangrove forest regrowth between 2014 and 2018 in areas previously under shrimp production (Clark Labs aquaculture datasets 2020).

Ecuador - Shrimp pond mangrove regrowth

Ghana - Annual cocoa deforestation

Ghana - Cocoa area

Ghana - Cocoa deforestation

Ghana - Deforestation

Ghana - Degradation

Ghana - Gross emissions from annual cocoa deforestation

Ghana - Gross emissions from cocoa deforestation

Ghana - Gross greenhouse gas emissions from deforestation

Ghana - Net emissions from annual cocoa deforestation

Ghana - Net emissions from cocoa deforestation

Ghana - Undisturbed forest

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.

Open data