Beef

Chicken

Cocoa

Coffee

Corn

Cotton

Palm kernel

Palm oil

Pork

Shrimp

Sugarcane

Wood pulp

Argentina

Bolivia

Brazil

Colombia

Côte d'Ivoire

Ecuador

Ghana

Indonesia

Paraguay

Peru

Indonesia wood pulp supply chain data

Brazil soy supply chain data

Brazil beef supply chain data

Indonesia palm oil supply chain data

Argentina corn supply chain data

Argentina cotton supply chain data

Argentina soy supply chain data

Argentina wood pulp supply chain data

Gross emissions attributable to territorial 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 territorial 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

Total deforestation per jurisdiction for a given year.

Argentina - Territorial deforestation

Bolivia soy supply chain data

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

Bolivia - Territorial deforestation

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

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

Brazil - GDP per capita

Brazil - Gross emissions from soy deforestation

Municipal human development index. Based on 2013 data.

Brazil - Human development index

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 in CO₂-eq by multiplying carbon stock per 3.67.

Brazil - Net emissions from soy deforestation

Emissions attributable to soy deforestation per tonne of soy produced in a given jurisdiction. Estimated based on the balance between the carbon stored in the native vegetation and the soy fields in CO₂-eq.

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

The soy area in the target year that overlaps with deforestation five years before soy detection. When a range of years is selected the value represents the average of the annual values over the period.

Brazil - Soy deforestation

Soy planted in areas recently deforested per tonne of soy produced in a given jurisdiction.

Brazil - Soy deforestation per tonne

Brazil - Soy traded under zero deforestation commitment

Average municipal soy yield per jurisdiction in a given year.

Brazil - Soy yield

Total deforestation per jurisdiction in a given year.

Brazil - Territorial deforestation

Level of criticality of water stress (1-7), calculated as the median water stress level per municipality, in terms of percentage of available blue water.

Brazil - Water scarcity

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

Colombia - Coffee yield

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

Colombia - Territorial deforestation

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

Colombia - Water shortage vulnerability

Côte d'Ivoire cocoa supply chain data

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

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

Côte d'Ivoire - Production of cocoa

Deforestation of undisturbed tropical moist forest per jurisdiction

Côte d'Ivoire - Territorial deforestation

Area of degraded tropical moist forest per jurisdiction

Côte d'Ivoire - Territorial degradation

Area of undisturbed tropical moist forest per jurisdiction

Côte d'Ivoire - Territorial undisturbed forest

Ecuador cocoa supply chain data

Ecuador shrimp supply chain data

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).

Open data