Detailed WFS Description

Version: 1.1
Release: 03/22/2017
Authors: REDD-PAC Team
URL: www.redd-pac.org


This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.

Data

LandCover2000.shp

Land cover data for 2000. It represents the total land cover area for the GLOBIOM's CRs. Areas are in 1000ha.

• Files: LandCover2000.dbf, LandCover2000.prj, LandCover2000.qpj, LandCover2000.shp, LandCover2000.shx
• Representation: polygon
• Quantity: 3001
• Projection: 'WGS 84', with EPSG: 4326 (PROJ4: '+proj=longlat +datum=WGS84 +no_defs ')
• Source: REDD-PAC team

Attribute	Type	Description
CrpLnd2000	number	Cropland area in 2000.
Forest2000	number	Forest area in 2000.
GRD30	string	Reference number in a 30'' wide latitude/longitude grid.
Grass2000	number	Grass land area in 2000.
HRU	number	Homogenous response unit (see GLOBIOM description above).
NatLnd2000	number	Natural Land in 2000.
NotRel2000	number	Not relevant areas in 2000.
OthAgri200	number	Other non-pasture agriculture areas besides the 18 crops modelled by GLOBIOM.
WetLnd2000	number	Wetlands in 2000.
colrow	string	Col Row unique identification.

ProtectedAreas2000.shp

Protected areas in 2000. It represents the total land cover area that belong to protected areas within each GlOBIOM's CR. Areas are in 1000ha.

• Files: ProtectedAreas2000.dbf, ProtectedAreas2000.prj, ProtectedAreas2000.qpj, ProtectedAreas2000.shp, ProtectedAreas2000.shx
• Representation: polygon
• Quantity: 3001
• Projection: 'WGS 84', with EPSG: 4326 (PROJ4: '+proj=longlat +datum=WGS84 +no_defs ')
• Source: REDD-PAC team

Attribute	Type	Description
Forest2000	number	Forest area in 2000.
GRD30	string	Reference number in a 30'' wide latitude/longitude grid.
HRU	number	Homogenous response unit (see GLOBIOM description above).
NotRel2000	number	Not relevant areas in 2000.
OthNatLnd2	number	Other natural land areas in 2000.
WetLnd2000	number	Wetlands in 2000.
colrow	string	Col Row unique identification.

Scenarios

GLOBIOM outputs. The outputs are available for the different scenarios: FC, FCnoCRA, FCnoCRAnoSFA, FCnoSFA, IDC_Amazon, IDC_Brazil, and IDC_No. All the attributes below that contain [year] represent six different columns, for the years 2000 (input data), 2010, 2020, 2030, 2040, and 2050. These attributes describe areas in 1000ha.

• Files: FC.dbf, FC.prj, FC.shp, FC.shx, FCnoCRA.dbf, FCnoCRA.prj, FCnoCRA.shp, FCnoCRA.shx, FCnoCRAnoSFA.dbf, FCnoCRAnoSFA.prj, FCnoCRAnoSFA.shp, FCnoCRAnoSFA.shx, FCnoSFA.dbf, FCnoSFA.prj, FCnoSFA.shp, FCnoSFA.shx, IDC_Amazon.dbf, IDC_Amazon.prj, IDC_Amazon.shp, IDC_Amazon.shx, IDC_Brazil.dbf, IDC_Brazil.prj, IDC_Brazil.shp, IDC_Brazil.shx, IDC_No.dbf, IDC_No.prj, IDC_No.shp, IDC_No.shx
• Representation: polygon
• Quantity: 3001
• Projection: 'WGS 84', with EPSG: 4326 (PROJ4: '+proj=longlat +datum=WGS84 +no_defs ')
• Source: REDD-PAC team

Attribute	Type	Description
Barl2000, Barl2010, Barl2020, Barl2030, Barl2040, Barl2050	number	Barley.
BeaD2000, BeaD2010, BeaD2020, BeaD2030, BeaD2040, BeaD2050	number	Dry Beans.
Cass2000, Cass2010, Cass2020, Cass2030, Cass2040, Cass2050	number	Cassava.
Corn2000, Corn2010, Corn2020, Corn2030, Corn2040, Corn2050	number	Corn.
Cott2000, Cott2010, Cott2020, Cott2030, Cott2040, Cott2050	number	Cotton.
CrpLnd2000, CrpLnd2010, CrpLnd2020, CrpLnd2030, CrpLnd2040, CrpLnd2050	number	Crop Land.
DEFOR2010, DEFOR2020, DEFOR2030, DEFOR2040, DEFOR2050	number	Deforestation.
FOR_PA2000, FOR_PA2010, FOR_PA2020, FOR_PA2030, FOR_PA2040, FOR_PA2050	number	Protected Areas.
ForReg2000, ForReg2010, ForReg2020, ForReg2030, ForReg2040, ForReg2050	number	Regenerated Forest.
GRD30	string	Reference number in a 30'' wide latitude/longitude grid.
Gnut2000, Gnut2010, Gnut2020, Gnut2030, Gnut2040, Gnut2050	number	Groundnuts.
GrsLnd2000, GrsLnd2010, GrsLnd2020, GrsLnd2030, GrsLnd2040, GrsLnd2050	number	Grass Land.
HRU	number	Homogeneous Response Unit.
LV_BOV2000, LV_BOV2010, LV_BOV2020, LV_BOV2030, LV_BOV2040, LV_BOV2050	number	Live bovine.
LV_SGT2000, LV_SGT2010, LV_SGT2020, LV_SGT2030, LV_SGT2040, LV_SGT2050	number	Live sheep and goat.
MngFor2000, MngFor2010, MngFor2020, MngFor2030, MngFor2040, MngFor2050	number	Managed Forest.
NATLD2000, NATLD2010, NATLD2020, NATLD2030, NATLD2040, NATLD2050	number	Other non-forest land not currently under production.
NatLnd2000, NatLnd2010, NatLnd2020, NatLnd2030, NatLnd2040, NatLnd2050	number	Other non-forest land not currently under production (copy of attribute NATLD).
OPAL2000, OPAL2010, OPAL2020, OPAL2030, OPAL2040, OPAL2050	number	Oil Palm.
PltFor2000, PltFor2010, PltFor2020, PltFor2030, PltFor2040, PltFor2050	number	Planted Forest.
Pota2000, Pota2010, Pota2020, Pota2030, Pota2040, Pota2050	number	Potatoes.
PriFor2000, PriFor2010, PriFor2020, PriFor2030, PriFor2040, PriFor2050	number	Primary Forest.
Rice2000, Rice2010, Rice2020, Rice2030, Rice2040, Rice2050	number	Rice.
Soya2000, Soya2010, Soya2020, Soya2030, Soya2040, Soya2050	number	Soya.
Srgh2000, Srgh2010, Srgh2020, Srgh2030, Srgh2040, Srgh2050	number	Sorghum.
SugC2000, SugC2010, SugC2020, SugC2030, SugC2040, SugC2050	number	Sugarcane.
SwPo2000, SwPo2010, SwPo2020, SwPo2030, SwPo2040, SwPo2050	number	Sweet Potatoes.
Whea2000, Whea2010, Whea2020, Whea2030, Whea2040, Whea2050	number	Wheat.
colrow	string	Col Row unique identification.

municipalities_wgs84.shp

Brazilian municipalities.

• Files: municipalities_wgs84.dbf, municipalities_wgs84.prj, municipalities_wgs84.qpj, municipalities_wgs84.shp, municipalities_wgs84.shx
• Representation: polygon
• Quantity: 5564
• Projection: 'WGS 84', with EPSG: 4326 (PROJ4: '+proj=longlat +datum=WGS84 +no_defs ')
• Source: Adapted from IBGE (http://www.ibge.gov.br)

Attribute	Type	Description
area_ha	number	Area of the municipality in hectares.
geocodig_m	number	Code of the municipality.
name_plain	string	Name of the municipality.
nome_meso	string	Name of the mesoregion that contains the municipality.
nome_micro	string	Name of the microregion that contains the municipality.
perc_legal	number	Percentage of the municipality's area within Legal Amazonia.
regio	string	One of the five Brazilian regions that contains the municipality.
sigla	string	Acronym of the Brazilian region that contains the municipality.

protareas_final.shp

Protected areas from MMA.

• Files: protareas_final.dbf, protareas_final.prj, protareas_final.qpj, protareas_final.shp, protareas_final.shx
• Representation: polygon
• Quantity: 10083
• Projection: 'WGS 84', with EPSG: 4326 (PROJ4: '+proj=longlat +datum=WGS84 +no_defs ')
• Source: http://www.mma.gov.br

Attribute	Type	Description
area_geo	number	Area of the geometry.
area_pa	number	Area of the protected area that this polygon is part of.
id_uc0, id_wcmc2, nome_uc1, nome_org12, categori3, grupo4, esfera5, ano_cria6, gid7, qualidad8, ato_lega9, dt_ultim10, codigo_u11	string	Original attributes from MMA. Please refer to MMA for documentation.
loc_code	string	This is an id for the areas. Spatially disconnected parts have different Ids. Parts that overlap with other conservation units also get a different ID.
overlaps	string	A string indicating whether such area has an overlap with another protected area.

simulationunits_multipolygons_wfs_wgs84.shp

Basic simulation unit data for Brazil.

• Files: simulationunits_multipolygons_wfs_wgs84.dbf, simulationunits_multipolygons_wfs_wgs84.prj, simulationunits_multipolygons_wfs_wgs84.qpj, simulationunits_multipolygons_wfs_wgs84.shp, simulationunits_multipolygons_wfs_wgs84.shx
• Representation: polygon
• Quantity: 11003
• Projection: 'WGS 84', with EPSG: 4326 (PROJ4: '+proj=longlat +datum=WGS84 +no_defs ')
• Source: Adapted from IIASA (http://www.iiasa.ac.at)

Attribute	Type	Description
area_ha	number	Area of the simulation unit in ha.
country	number	The country code, which is 76 (for Brazil).
grd30	string	Reference number in a 30'' wide latitude/longitude grid.
hru	number	Homogeneous Response Unit.
simuid	number	The unique ID of the unit.

wfs_biomes.shp

Biomes. The biome map by IBGE was not used as input to create the GLOBIOM land cover map. It was used for aggregation statistics and for visual orientation while interpreting maps. The version available on the REDD-PAC WFS and on the website is a slightly adapted version of the original data available publicly at IBGE. We did a geometrical cleaning, when overlaps, rings, holes were removed. We also merged the the inland water bodies (rivers, lakes) to the surrounding biomes. We extende the biomes to cover islands close to the mainland, such as Ilha Bela and Ilha Grande. Islands that are far away (e.g. Fernando de Noronha) are not included. We corrected the boundaries of the biome map to match the municipality map.

• Files: wfs_biomes.dbf, wfs_biomes.prj, wfs_biomes.qpj, wfs_biomes.shp, wfs_biomes.shx
• Representation: polygon
• Quantity: 6
• Projection: 'WGS 84', with EPSG: 4326 (PROJ4: '+proj=longlat +datum=WGS84 +no_defs ')
• Source: Adapted from IBGE (http://www.ibge.gov.br)

Attribute	Type	Description
COD_BIOMA	string	Code of the biome.
NOM_BIOMA	string	Name of the biome.
area	string	The biome's area in millions of hectares (including unit).
area_mioha	number	The biome's area in millions of hectares.

wfs_colrows_transportcost_allproducts.shp

General transportation costs.

• Files: wfs_colrows_transportcost_allproducts.dbf, wfs_colrows_transportcost_allproducts.prj, wfs_colrows_transportcost_allproducts.qpj, wfs_colrows_transportcost_allproducts.shp, wfs_colrows_transportcost_allproducts.shx
• Representation: polygon
• Quantity: 3001
• Projection: 'WGS 84', with EPSG: 4326 (PROJ4: '+proj=longlat +datum=WGS84 +no_defs ')
• Source: REDD-PAC team

Attribute	Type	Description
GRD30	string	Reference number in a 30'' wide latitude/longitude grid.
HRU	number	Homogeneous Response Unit.
colrow	string	Col Row unique identification.
cost_capi	number	Cost to nearest capital.
cost_port	number	Cost to nearest port.
cost_seap	number	Cost to nearest sea port.

wfs_colrows_transportcost_byproduct.shp

Transportation cost by products.

• Files: wfs_colrows_transportcost_byproduct.dbf, wfs_colrows_transportcost_byproduct.prj, wfs_colrows_transportcost_byproduct.qpj, wfs_colrows_transportcost_byproduct.shp, wfs_colrows_transportcost_byproduct.shx
• Representation: polygon
• Quantity: 3001
• Projection: 'WGS 84', with EPSG: 4326 (PROJ4: '+proj=longlat +datum=WGS84 +no_defs ')
• Source: REDD-PAC team

Attribute	Type	Description
BVMEAT	number	Bovine meat (Carne bovina).
BVMILK	number	Bovine milk (Leite de vaca).
Barl	number	Barley (Cevada).
BeaD	number	Dry Beans (Feijao).
Cass	number	Cassava (Mandioca).
ChkP	number	Chicken and poultry (Frango).
Corn	number	Corn (Milho).
Cott	number	Cotton (Algodao).
EW_Biomass	number	Biomass from existing forests (traditional fire wood).
FW_Biomass	number	Fire Wood biomass.
GRD30	string	Reference number in a 30'' wide latitude/longitude grid.
Gnut	number	Groundnuts (Amendoim).
HRU	number	Homogeneous Response Unit.
IP_Biomass	number	Biomass from short rotation plantation.
Mill	number	Millet (Milheto).
OPAL	number	Oil Palm (Dende).
OW_Biomass	number	Other Wood biomass.
PGMEAT	number	Pig meat (Carne de porco).
PTEGGS	number	Poultry eggs (Ovos de frango).
PTMEAT	number	Poultry meat (Carne de frango).
PW_Biomass	number	Pulp Wood biomass.
Pota	number	Potatoes (Batata).
Rape	number	Rapeseed (Canola).
Rice	number	Rice (Arroz).
SGMEAT	number	Sheep and goat meat (Carne de carneiro e bode).
SGMILK	number	Sheep and goat milk (Leite de ovelha e cabra).
SW_Biomass	number	Sawn Wood biomass.
Soya	number	Soya (Soja).
Srgh	number	Sorghum (Sorgo).
SugC	number	Sugarcane (Cana-De-Acucar).
Sunf	number	Sunflower (Girassol).
SwPo	number	Sweet Potatoes (Batata Doce).
Whea	number	Wheat (Trigo).
colrow	string	Col Row unique identification.

wfs_conservationunits_mma.shp

Conservation units. The conservation units' map by MMA is one of the parts of the protected areas in GLOBIOM. The version available on the REDD-PAC WFS is a slightly adapted version of the original data available publicly at MMA. The original conservation units' map contains about 3.7 millions of hectares of overlapping areas. If such a map is used without removing the overlaps, areas can be counted twice, so we removed them. In the overlapping area, the part belonging to the smaller protected area is removed, but its ID is stored in the attribute 'overlaps', so no information is lost. The adaptations that were carried out include removal of geometry errors, and removal of overlaps. The version shown on the website was further simplified to reduce loading time (simplification using the QGIS simplification algorithm, deletion of sliver polygons below 2 hectares).

• Files: wfs_conservationunits_mma.dbf, wfs_conservationunits_mma.prj, wfs_conservationunits_mma.qpj, wfs_conservationunits_mma.shp, wfs_conservationunits_mma.shx
• Representation: polygon
• Quantity: 10083
• Projection: 'WGS 84', with EPSG: 4326 (PROJ4: '+proj=longlat +datum=WGS84 +no_defs ')
• Source: MMA

Attribute	Type	Description
ID_UC0	string	This is an attribute provided by MMA. It is the areas' ID.
ID_WCMC2, NOME_UC1, NOME_ORG12, CATEGORI3, GRUPO4, ESFERA5, ANO_CRIA6, GID7, QUALIDAD8, ATO_LEGA9, DT_ULTIM10, CODIGO_U11	string	Original attributes from MMA. Please refer to MMA for documentation.
area_geo	number	This is the area of the areas after deletion of overlaps, in meters. In case an area consists of spatially disconnected parts, this attribute contains the area of every single part. (On the website, this attribute is called 'area_ha' and is in meters).
area_ha	number	This is the area of the areas after deletion of overlaps, in hectares. In case an area consists of spatially disconnected parts, this attribute contains the area of every single part.
area_pa	number	This is the area of the entire protected area, before deletion of overlaps and including all parts of a conservation unit (in case it consists of spatially disconnected parts). In meters.
loc_code	string	This is an id for the areas. Spatially disconnected parts have different Ids. Parts that overlap with other conservation units also get a different ID.
overlaps	string	This map does not contain any overlaps. When two areas overlap, the part that belongs to the smaller area is deleted. Its ID is recorded in this attribute.

wfs_federalstates.shp

Federal States. It was created from the map of municipalities, by spatially dissolving the map using the 'Sigla' attribute. It was not used for the GLOBIOM land cover map, but is useful for visual analyses of land cover data.

• Files: wfs_federalstates.dbf, wfs_federalstates.prj, wfs_federalstates.qpj, wfs_federalstates.shp, wfs_federalstates.shx
• Representation: polygon
• Quantity: 27
• Projection: 'WGS 84', with EPSG: 4326 (PROJ4: '+proj=longlat +datum=WGS84 +no_defs ')
• Source: REDD-PAC team

Attribute	Type	Description
abbrev	string	Abbreviation of the federal state, e.g. 'SP'.
state	string	Name of the federal state (without diacritics or special symbols), e.g. 'Sao Paulo'.
uf_number	number	Number of the federal state (federal union, uniao federal), e.g. 35.

wfs_indigenousareas_funai.shp

Indigenous Areas. The indigenous areas map by FUNAI is one of the parts of the protected areas in GLOBIOM. The version available on the REDD-PAC WFS is a slightly adapted version of the original data available publicly at FUNAI. The original map of the indigenous areas contains about one million of hectares of overlapping areas. If such a map is used without removing the overlaps, areas can be counted twice, so we removed them. In the overlapping area, the part belonging to the smaller protected area is removed, but its ID is stored in the attribute 'overlaps', so no information is lost. The adaptations that were carried out include geometry errors, as found by QGIS, were removed manually (QGIS), and removal of overlaps, using GRASS GIS and R. The version shown on the website was simplified to reduce loading time (geometrical simplification using the QGIS simplification algorithm, deletion of sliver polygons with area less than 1000 square meters).

• Files: wfs_indigenousareas_funai.dbf, wfs_indigenousareas_funai.prj, wfs_indigenousareas_funai.qpj, wfs_indigenousareas_funai.shp, wfs_indigenousareas_funai.shx
• Representation: polygon
• Quantity: 2763
• Projection: 'WGS 84', with EPSG: 4326 (PROJ4: '+proj=longlat +datum=WGS84 +no_defs ')
• Source: FUNAI

Attribute	Type	Description
area_geo	number	This is the area of the areas after deletion of overlaps, in meters. In case an area consists of spatially disconnected parts, this attribute contains the area of every single part.
area_ha	number	This is the area of the areas after deletion of overlaps, in hectares. In case an area consists of spatially disconnected parts, this attribute contains the area of every single part.
area_pa	number	This is the area of the entire indigenous area, before deletion of overlaps and including all parts of a indigenous area (in case it consists of spatially disconnected parts). In meters.
loc_code	string	This is an id for the areas. Spatially disconnected parts have different Ids. Parts that overlap with other conservation units also get a different ID.
overlaps	string	This map does not contain any overlaps. When two areas overlap, the part that belongs to the smaller area is deleted. Its ID is recorded in this attribute.
terrai_cod	number	This is an ID of the areas, provided by FUNAI.
terrai_nom, etnia_nome, municipio_, uf_sigla, superficie, fase_ti, modalidade, reestudo_t, superfic_1	string	Original attributes from FUNAI. Please refer to FUNAI for documentation.

wfs_municipalities_basis.shp

Municipalities. Boundaries of the Brazilian municipalities in 2007. It was used for distributing municipality-based agricultural data on the simulation units. The layers available on the REDD-PAC WFS and on the website are slightly adapted versions of the original data available publicly at IBGE. We deleted two polygons that are not municipalities but large lakes - as they have NULL values in most attributes, they disturb analysis. We computed the percentage of each municipality that is located inside the Legal Amazon area, using the Legal Amazon's outline. We added the attributes that were used for creating the GLOBIOM land cover map. This layer contains the basic information about the municipalities: The regions, the area size in hectares, the amount of area that is inside the Legal Amazon.

• Files: wfs_municipalities_basis.dbf, wfs_municipalities_basis.prj, wfs_municipalities_basis.qpj, wfs_municipalities_basis.shp, wfs_municipalities_basis.shx
• Representation: polygon
• Quantity: 5564
• Projection: 'WGS 84', with EPSG: 4326 (PROJ4: '+proj=longlat +datum=WGS84 +no_defs ')
• Source: Adapted from IBGE (http://www.ibge.gov.br)

Attribute	Type	Description
GEOCODIG_M	number	Code of the municipality.
area	string	Area in hectares or square kilometres (depending on the municipality's size), as string, with unit included. Computed in QGIS, using an Albers Equal Area projection. It is not the official area of the municipalities.
area_ha	number	Area in hectares (numerical attribute), computed in QGIS, using an Albers Equal Area projection. It is not the official area of the municipalities.
mesoreg	string	Name of the meso-region.
microreg	string	Name of the micro-region.
name_plain	string	Name of the municipality without any special characters.
perc_legal	number	Percent of the municipality's area that is located in the Legal Amazon area.
region	string	Name of the region.
state	string	Name of the federal state.
state_abb	string	Abbreviation of the federal state.

wfs_municipalities_pam.shp

Municipality layer with PAM values. This municipality layer contains the input values of the PAM study (crop area). These are the values by municipality which were used as input to the allocation algorithm. All attributes exist for the year 2000 and for the year 2010. Attributes exist in several units: Planted area in thousands of hectares (are_...), produced quantity in tons (ton_...), monetary value of the produced crops in thousands of Brazilian Reais (BRL) (val_...).

• Files: wfs_municipalities_pam.dbf, wfs_municipalities_pam.prj, wfs_municipalities_pam.qpj, wfs_municipalities_pam.shp, wfs_municipalities_pam.shx
• Representation: polygon
• Quantity: 5564
• Projection: 'WGS 84', with EPSG: 4326 (PROJ4: '+proj=longlat +datum=WGS84 +no_defs ')
• Source:

Attribute	Type	Description
GEOCODIG_M	number	Code of the municipality.
are_Barl00, are_Barl10, ton_Barl00, ton_Barl10, var_Barl00, var_Barl10	number	Area, weight or value of Barley (Cevada) in the years 2000 and 2010.
are_BeaD00, are_BeaD10, ton_BeaD00, ton_BeaD10, var_BeaD00, var_BeaD10	number	Area, weight or value of Dry Beans (Feijao) in the years 2000 and 2010.
are_CasN00, are_CasN10, ton_CasN00, ton_CasN10, var_CasN00, var_CasN10	number	Area, weight or value of Cashew nuts (CastanhaCaju) in the years 2000 and 2010.
are_Cass00, are_Cass10, ton_Cass00, ton_Cass10, var_Cass00, var_Cass10	number	... Cassava (Mandioca).
are_Ccau00, are_Ccau10, ton_Ccau00, ton_Ccau10, var_Ccau00, var_Ccau10	number	... Cacao (Cacau).
are_Coff00, are_Coff10, ton_Coff00, ton_Coff10, var_Coff00, var_Coff10	number	... Coffee (Cafe).
are_Corn00, are_Corn10, ton_Corn00, ton_Corn10, var_Corn00, var_Corn10	number	... Corn (Milho).
are_Cott00, are_Cott10, ton_Cott00, ton_Cott10, var_Cott00, var_Cott10	number	... Cotton (Algodao).
are_Gnut00, are_Gnut10, ton_Gnut00, ton_Gnut10, var_Gnut00, var_Gnut10	number	... Groundnuts (Amendoim).
are_OPAL00, are_OPAL10, ton_OPAL00, ton_OPAL10, var_OPAL00, var_OPAL10	number	... Oil Palm (Dende).
are_Oats00, are_Oats10, ton_Oats00, ton_Oats10, var_Oats00, var_Oats10	number	... Oat (Aveia).
are_Pota00, are_Pota10, ton_Pota00, ton_Pota10, var_Pota00, var_Pota10	number	... Potatoes (Batata).
are_Rice00, are_Rice10, ton_Rice00, ton_Rice10, var_Rice00, var_Rice10	number	... Rice (Arroz).
are_Sisa00, are_Sisa10, ton_Sisa00, ton_Sisa10, var_Sisa00, var_Sisa10	number	... Sisal (Sisal).
are_Soy00, are_Soy10, ton_Soy00, ton_Soy10, var_Soy00, var_Soy10	number	... Soy (Soja).
are_Srgh00, are_Srgh10, ton_Srgh00, ton_Srgh10, var_Srgh00, var_Srgh10	number	... Sorghum (Sorgo).
are_SugC00, are_SugC10, ton_SugC00, ton_SugC10, var_SugC00, var_SugC10	number	... Sugarcane (CanaDeAcucar).
are_Sunf10, ton_Sunf10, var_Sunf10	number	... Sunflower (Girassol), only for 2010.
are_SwPo00, are_SwPo10, ton_SwPo00, ton_SwPo10, var_SwPo00, var_SwPo10	number	... Sweet potateoes (BatataDoce).
are_Whea00, are_Whea10, ton_Whea00, ton_Whea10, var_Whea00, var_Whea10	number	... Wheat (Trigo).
are_perm00, var_perm00, are_perm10, var_perm10	number	Area, or value of permanent crops (CultPermanentes) in the years 2000 and 2010.
are_temp00, var_temp00, are_temp10, var_temp10	number	Area, or value of permanent crops (CultPermanentes) in the years 2000 and 2010.
area_ha	number	Area of the municipality in ha.
name_plain	string	Name of the municipality.
perc_legal	number	Percentage of legal reserve of the municipality.
state_abbr	string	Abbreviated state that contains the municipality.

wfs_municipalities_plantedforest.shp

Municipality layer with Planted Forest values. It contains the input values on various types of economically used forest of the Agricultural Census 2006 per municipality. The attribute that is used as 'Planted Forest' input to the allocation algorithm is 'Sistemas agroflorestais'. All attributes exist in several units: area in hectares and number of establishments.

• Files: wfs_municipalities_plantedforest.dbf, wfs_municipalities_plantedforest.prj, wfs_municipalities_plantedforest.qpj, wfs_municipalities_plantedforest.shp, wfs_municipalities_plantedforest.shx
• Representation: polygon
• Quantity: 5564
• Projection: 'WGS 84', with EPSG: 4326 (PROJ4: '+proj=longlat +datum=WGS84 +no_defs ')
• Source:

Attribute	Type	Description
GEOCODIG_M	number	Code of the municipality.
area_AFS	number	Area (ha) of agro-forest systems (Matas e/ou florestas - florestas plantadas com essencias florestais). Attribute name in GAMS computation: area_ha_2006_AgroForestSystems.
area_FNLR	number	Area (ha) of native forest in Legal Reserves (the part of a private farm that has to be kept under native vegetation by law, Matas e/ou florestas - naturais destinadas a preservacao permanente ou reserva legal). Attribute name in GAMS computation: area_ha_2006_ForestNativeLegalReserve.
area_FNO	number	Area (ha) of native forest in farms (Matas e/ou florestas - naturais (exclusive area de preservacao permanente e as em sistemas agroflorestais). Attribute name in GAMS computation: area_ha_2006_ForestNativeOthers.
area_PLF	number	Area (ha) of planted forest (Sistemas agroflorestais - area cultivada com especies florestais tambem usada para lavouras e pastoreio por animais). Attribute name in GAMS computation: area_ha_2006_ForestPlanted. Note: This is the only type of forest production that is considered as 'Planted Forest' in GLOBIOM. Its total is approximately 4.4 Mi. Ha.
area_ha	number	Area in hectares (numerical attribute), computed in QGIS, using an Albers Equal Area projection.
name_plain	string	Name of the municipality without any special characters.
num_AFS	number	Number of establishments with agro-forest systems.
num_FNLR	number	Number of establishments with legal reserves.
num_FNO	number	Number of establishments with native forest.
num_PLF	number	Number of establishments with planted forest.
perc_legal	number	Percent of the municipality's area that is located in the Legal Amazon area.
state_abbr	string	Abbreviation of the federal state.

wfs_municipalities_ppm.shp

This municipality layer contains the data of the PPM study (livestock heads and Tropical Livestock Units). These are the values by municipality which were used as input to the allocation algorithm. All attributes exist for the year 2000 and for the year 2010. The unit of the attributes is number of heads, except for the overall pasture area (ha) and the overall livestock amount (tropical livestock units).

• Files: wfs_municipalities_ppm.dbf, wfs_municipalities_ppm.prj, wfs_municipalities_ppm.qpj, wfs_municipalities_ppm.shp, wfs_municipalities_ppm.shx
• Representation: polygon
• Quantity: 5564
• Projection: 'WGS 84', with EPSG: 4326 (PROJ4: '+proj=longlat +datum=WGS84 +no_defs ')
• Source: REDD-PAC team

Attribute	Type	Description
cattl_00, cattl_10	number	Number of heads of cattle (Efetivo_2000_Bovinos).
chi_f_00, chi_f_10	number	Number of heads of female chickens (Efetivo_2000_Galinhas).
chi_m_00, chi_m_10	number	Number of heads of male chickens (Efetivo_2000_Galos).
donke_00, donke_10	number	Number of heads of donkeys (Efetivo_2000_Asininos).
geocodig_m	number	Code of the municipality.
goats_00, goats_10	number	Number of heads of goats (Efetivo_2000_Caprinos).
horse_00, horse_10	number	Number of heads of horses (Efetivo_2000_Equinos).
mules_00, mules_10	number	Number of heads of mules (Efetivo_2000_Muares).
name_plain	string	Name of the municipality without any special characters.
past2000, past2010	number	Total amount of pasture area according in hectares to Gasques (Agricultural Census, extrapolated for the year, 2000, area_ha_2000_pasture). On top of that, pasture area was added to municipalities that do not have any pasture area according to Gasques, but do have livestock according to PPM.
pigs_00, pigs_10	number	Number of heads of pigs (Efetivo_2000_Suinos).
rabbit_00, rabbit_10	number	Number of heads of rabbits (Efetivo_2000_Coelhos).
sheep_00, sheep_10	number	Number of heads of sheep (Efetivo_2000_Ovinos).
state	string	Abbreviation of the federal state.
tlu2000, tlu2010	number	Total amount of Tropical Livestock Units (tlu_total_2000, tlu_total_2010).

wfs_protectedareas.shp

Union of all areas that should be considered as 'protected' in GLOBIOM. Such areas are not available for agricultural expansion. It includes the conservation units, indigenous areas, and a subset of public forests.

Spatially overlaying layers that have overlapping areas often results in so-called 'sliver polygons'. These are small polygons that occur where the same boundary is present in both layers, but not precisely equal. These small polygons are not meaningful and increase computing time and file size. For removing them, we carefully analysed the union in a GIS to find out beneath which area size the polygons mostly are sliver polygons. All areas beneath 50 hectares were either merged to the adjacent polygon with the longest common boundary or deleted (if the longest part of the boundary not adjacent to any area). In this process, 323,838 hectares of protected area was lost, which is about 0.13 % of the total protected areas.

This layer is a union of three input layers, each of which has a set of attributes. If all attributes are kept, this results in a huge table with NULL values for most attributes (table of 1.5 GB). Thus, the attributes from the various individual layers were deleted, while keeping the Ids which allow to reconstruct which areas were included in the first place.

The version on the website, for further reducing loading time, was spatially dissolved. This means that borders between neighbouring areas were removed. The Ids of the individual areas can not be kept in this case. The website version is thus only a visual illustration of the protected areas, without any attributes. The following steps that were carried out to create this layer:

• A spatial union of conservation units and indigenous areas is computed.
• A spatial union of the previous union with the public forests is computed (resulting layer in GRASS: union_prot_indig_florpub).
• Most attributes are removed (resulting layer in GRASS: union_prot_indig_florpub_ lessattrib). This reduces the size of the attribute table from 1.5 GB to 60 MB. Note: A csv file with all the attributes is available.
• Small areas under a threshold of 50 hectares are removed or merged to adjacent areas (using the GRASS tool 'rmarea'; resulting layer in GRASS: union_prot_indig_florpub_ smallremoved). The shapefile size is reduced from 170 MB to 50 MB.
• Dissolve version for the website (resulting layer in GRASS: union_prot_indig_florpub_ smallremoved_dissolved). This further reduces the file size to 20 MB.

See the documentation of wfs_protectedareas_attributes.csv for additional information.

• Files: wfs_protectedareas.dbf, wfs_protectedareas.prj, wfs_protectedareas.qpj, wfs_protectedareas.shp, wfs_protectedareas.shx
• Representation: polygon
• Quantity: 5756
• Projection: 'WGS 84', with EPSG: 4326 (PROJ4: '+proj=longlat +datum=WGS84 +no_defs ')
• Source: REDD-PAC team

Attribute	Type	Description
cat	number	A unique ID of all polygons which share the same attribute values.
jointid	string	The id of the area, i.e. protected-area ID ('ID_UC0') or indigenous-area ID ('terrai_cod') or public forest ID ('FPCODIGO1'), or a concatenation of the Ids in case of overlapping areas. This only joins one ID per area type, If there is overlaps inside those types, check the 'overlaps' attributes of the maps with the whole set of attributes. Example: ID_UC0_70,FPCODIGO1_FPA-5240901W-3259762S means that in this location, a conservation unit with the ID '70' is overlapping with a public forest area with the ID 'FPA-5240901W-3259762S'.

wfs_protectedareas_attributes.csv

Protected areas.

• File: wfs_protectedareas_attributes.csv
• Quantity: 204892
• Separator: ","
• Source: REDD-PAC team

Attribute	Type	Description
ID_UC0	number	This is an attribute provided by MMA. It is the areas' ID.
ID_WCMC2, NOME_UC1, NOME_ORG12, CATEGORI3, GRUPO4, ESFERA5, ANO_CRIA6, GID7, QUALIDAD8, ATO_LEGA9, DT_ULTIM10, CODIGO_U11	string	Original attributes from MMA. Please refer to MMA for documentation.
area_indig	string	Area of the original conservation unit or indigenous area at this location (whose ID is given in the jointid).
area_prot	number	Area of the original conservation unit or indigenous area at this location (whose ID is given in the jointid).
cat	number	A unique ID of all polygons which share the same attribute values.
fpGID0, fpCATEGOR	string	Two attributes from the Public Forests layer (GID0, CATEGOR), please refer to MMA for further documentation.
jointid	string	The id of the area, i.e. protected-area ID ('ID_UC0') or indigenous-area ID ('terrai_cod') or public forest ID ('FPCODIGO1'), or a concatenation of the Ids in case of overlapping areas. This only joins one ID per area type, If there is overlaps inside those types, check the 'overlaps' attributes of the maps with the whole set of attributes. Example: ID_UC0_70,FPCODIGO1_FPA-5240901W-3259762S means that in this location, a conservation unit with the ID '70' is overlapping with a public forest area with the ID 'FPA-5240901W-3259762S'.
over_flpb, over_indi, over_prot	string	Overlapping areas of the various categories. Note: Only overlaps inside one type of area (public forests 'flpb' OR conservation units 'prot' OR indigenous areas 'indi') are recorded here.
terrai_cod, terrai_nom, etnia_nome, municipio_, uf_sigla, superficie, fase_ti, modalidade, reestudo_t, superfic_1	string	Original attributes from FUNAI. Please refer to FUNAI for documentation.

wfs_publicforests_mma.shp

Public forests. The public forests map by MMA is one of the parts of the protected areas in GLOBIOM. The version available on the REDD-PAC WFS and on the website is a slightly adapted version of the original data available publicly at MMA. The original map of public forests contains about 0.1 millions of hectares (95,000 ha) of overlapping areas. If such a map is used without removing the overlaps, areas can be counted twice, so we removed them. In the overlapping area, the part belonging to the smaller protected area is removed. Its ID is stored in the attribute 'overlaps', so no information is lost.

• Files: wfs_publicforests_mma.dbf, wfs_publicforests_mma.prj, wfs_publicforests_mma.qpj, wfs_publicforests_mma.shp, wfs_publicforests_mma.shx
• Representation: polygon
• Quantity: 7883
• Projection: 'WGS 84', with EPSG: 4326 (PROJ4: '+proj=longlat +datum=WGS84 +no_defs ')
• Source: MMA

Attribute	Type	Description
GID0, FPCODIGO1, NOME2, ORG_GEST3, TIPO_FLO4, ESTAGIO5, CATEGORI6, GRP_DEST7, DATA_CRI8, DOC_LEGA9, MUNI_UF10, BIOMA11, CLAS_VEG12, IMP_PROB13, PRI_PROB14, HECTARES15	string	Original attributes from MMA. Please refer to MMA for documentation.
area_geo	number	This is the area of the areas after deletion of overlaps, in meters. In case an area consists of spatially disconnected parts, this attribute contains the area of every single part.
area_ha	number	This is the area of the areas after deletion of overlaps, in meters. In case an area consists of spatially disconnected parts, this attribute contains the area of every single part.
area_pa	number	This is the area of the entire public forest area, before deletion of overlaps and including all parts of a public forest area (in case it consists of spatially disconnected parts). In meters.
catmix	string	This indicates whether the area has several categories assigned ('yes') or not ('no'). If an area has several categories, both are given in the FUNAI attribute 'CATEGORI6', separated by semicolon, e.g. 'ARIE; Terra Indigena'.
loc_code	string	This is an id for the areas. Spatially disconnected parts have different Ids. Parts that overlap with other public forests also get a different ID.
overlaps	string	This map does not contain any overlaps. When two areas overlap, the part that belongs to the smaller area is deleted. Its ID is recorded in this attribute.
protected	string	This indicates whether the category (or one of them) is in the list of fully protected categories (APA, FLOTA, FLONA, PARNA, REBIO, ESEC, RESEX, ARIE, RDS and RVS) ('yes') or not ('no').
year	number	This is the year of creation as a numeric attribute, derived from the text attribute 'DATA_CRI8' from MMA. Areas that are 'em levantamento' (being surveyed) have no value.

wfs_simus_algorithminput.shp

Simulation Units with algorithm input. They represent fractions of the land cover per simulation unit. This is an input to the disaggregation algorithm used for distributing crops and pasture area. All fractions sum up to one. For some simulation units, there was not enough information available to cover the entire unit. In these cases, the fractions were expanded to sum up to one, i.e. we assume the land cover to be representative for the entire unit.

• Files: wfs_simus_algorithminput.dbf, wfs_simus_algorithminput.prj, wfs_simus_algorithminput.qpj, wfs_simus_algorithminput.shp, wfs_simus_algorithminput.shx
• Representation: polygon
• Quantity: 11003
• Projection: 'WGS 84', with EPSG: 4326 (PROJ4: '+proj=longlat +datum=WGS84 +no_defs ')
• Source: REDD-PAC team

Attribute	Type	Description
SIMUID	number	The unique ID of the units.
fr_CPO_UN	number	Land cover class 'Cropland, pasture or other natural land'.
fr_FOR_PR	number	Forest cover inside protected areas.
fr_FOR_UN	number	Forest cover outside protected areas.
fr_NOT_PR	number	Not relevant to GLOBIOM inside protected areas ('Not relevant').
fr_NOT_UN	number	Not relevant to GLOBIOM outside protected areas ('Not relevant').
fr_OTH_PR	number	Fraction of the land cover class 'Other Natural Land' outside protected areas.
fr_OTH_UN	number	Land cover class 'Other Natural Land' inside protected areas. Later, this will be added to 'Crops, pasture or other natural land'.
fr_WET_PR	number	Wetland inside protected areas.
fr_WET_UN	number	Wetland outside protected areas.

wfs_simus_algorithmresults.shp

Simulation Units with GLOBIOM land cover. It contains the outputs of the algorithm.

• Files: wfs_simus_algorithmresults.dbf, wfs_simus_algorithmresults.prj, wfs_simus_algorithmresults.qpj, wfs_simus_algorithmresults.shp, wfs_simus_algorithmresults.shx
• Representation: polygon
• Quantity: 11003
• Projection: 'WGS 84', with EPSG: 4326 (PROJ4: '+proj=longlat +datum=WGS84 +no_defs ')
• Source: REDD-PAC team

Attribute	Type	Description
CrpLnd	number	Area of class 'Cropland'.
CrpLnd_H	number	Area of cropland in the production system 'High Yield'.
CrpLnd_I	number	Area of cropland in the production system 'Irrigated System'.
CrpLnd_L	number	Area of cropland in the production system 'Low Yield'.
CrpLnd_S	number	Area of cropland in the production system 'Subsistence Agriculture'.
Forest	number	Area of class 'Forest'.
Grass	number	Area of class 'Grassland'.
NotRel	number	Area of class 'Not Relevant'.
OthAgri	number	Area of class 'Other Agricultural Land' (cropland of all crops that are not individually listed in GLOBIOM) in the simulation unit.
OthNatLnd	number	Area of class 'Other Natural Land'.
PAs	number	Area of class 'Protected Areas'.
SIMUID	number	The unique ID of the units.
SimUarea	number	Area of the simulation unit, provided by GLOBIOM.
WetLnd	number	Area of class 'Wetland'.
fr_CrpLnd	number	Fraction of class 'Cropland'.
fr_Forest	number	Fraction of class 'Forest'.
fr_Grass	number	Fraction of class 'Grassland'.
fr_NotRel	number	Fraction of class 'Not Relevant'.
fr_OthAgri	number	Fraction of class 'Other Agricultural Land' (cropland of all crops that are not individually listed in GLOBIOM) in the simulation unit.
fr_OthNatL	number	Fraction of class 'Other Natural Land'.
fr_PAs	number	Fraction of class 'Protected Areas'.
fr_WetLnd	number	Fraction of class 'Wetland'.

wfs_simus_basis.shp

Simulation Units for Brazil. They are the fundamental geographical unit for GLOBIOM simulations. All the input data as well as the results are given on this spatial level.

• Files: wfs_simus_basis.dbf, wfs_simus_basis.prj, wfs_simus_basis.qpj, wfs_simus_basis.shp, wfs_simus_basis.shx
• Representation: polygon
• Quantity: 11003
• Projection: 'WGS 84', with EPSG: 4326 (PROJ4: '+proj=longlat +datum=WGS84 +no_defs ')
• Source: Adapted from IIASA (http://www.iiasa.ac.at)

Attribute	Type	Description
COUNTRY	number	The country code, which is 76 (for Brazil).
GRD30	string	Reference number in a 30'' wide latitude/longitude grid.
HRU	number	Homogeneous Response Unit.
SIMUID	number	The unique ID of the unit.
area_ha	number	Area of the simulation unit in ha.
prot_for	number	Percentage of forest inside the protected areas.
prot_nonf	number	Percentage of nonforest inside the protected areas.
protected	number	Overall percentage of protected areas (all land cover classes).

wfs_simus_individualcrops.shp

Individual crops by Simulation Units for Brazil.

• Files: wfs_simus_individualcrops.dbf, wfs_simus_individualcrops.prj, wfs_simus_individualcrops.qpj, wfs_simus_individualcrops.shp, wfs_simus_individualcrops.shx
• Representation: polygon
• Quantity: 11003
• Projection: 'WGS 84', with EPSG: 4326 (PROJ4: '+proj=longlat +datum=WGS84 +no_defs ')
• Source: REDD-PAC team

Attribute	Type	Description
Barl	number	Barley (Cevada).
BeaD	number	Dry Beans (Feijao).
Cass	number	Cassava (Mandioca).
Corn	number	Corn (Milho).
Cott	number	Cotton (Algodao).
Gnut	number	Groundnuts (Amendoim).
OPAL	number	Oil Palm (Dende).
Pota	number	Potatoes (Batata).
Rice	number	Rice (Arroz).
SIMUID	number	The unique ID of the units.
Soya	number	Soya (Soja).
Srgh	number	Sorghum (Sorgo).
SugC	number	Sugarcane (Cana-De-Acucar).
SwPo	number	Sweet Potatoes (Batata Doce).
Whea	number	Wheat (Trigo).
total	number	Total.

wfs_simus_livestock.shp

Simulation Units layer with livestock data. This layer shows the amount of tropical livestock units per animal species. This is an output of the disaggregation algorithm.

• Files: wfs_simus_livestock.dbf, wfs_simus_livestock.prj, wfs_simus_livestock.qpj, wfs_simus_livestock.shp, wfs_simus_livestock.shx
• Representation: polygon
• Quantity: 11003
• Projection: 'WGS 84', with EPSG: 4326 (PROJ4: '+proj=longlat +datum=WGS84 +no_defs ')
• Source:

Attribute	Type	Description
SIMUID	number	The unique ID of the units.
fr_BOVI00, fr_BOVI10, fr_GOAT00, fr_GOAT10, fr_PIGS00, fr_PIGS10, fr_PTRY00, fr_PTRY10, fr_SHEP00, fr_SHEP10	number	Bovines/cattle (fraction of bovines in the total Tropical Livestock Units) in the years 2000 and 2010. The same pattern applies for other animal species.
t_BOVI00, t_BOVI10	number	Bovines/cattle (Tropical Livestock Units) in the years 2000 and 2010.
t_GOAT00, t_GOAT10	number	Goats (Tropical Livestock Units).
t_PIGS00, t_PIGS10	number	Pigs (Tropical Livestock Units).
t_PTRY00, t_PTRY10	number	Poultry (Tropical Livestock Units).
t_SHEP00, t_SHEP10	number	Sheep (Tropical Livestock Units).
total2000, total2010	number	Sum of tropical livestock units in the year 2000 (total = 137.6 Mi TLU) and 2010 (total = 171.5 Mi TLU).

wfs_simus_modis*.shp

Simulation Units layer with MODIS. These layers contain the fractions of MODIS land cover (in the IGBP classification). For further documentation, please refer to the MODIS project.

• Files: wfs_simus_modis2001.dbf, wfs_simus_modis2001.prj, wfs_simus_modis2001.qpj, wfs_simus_modis2001.shp, wfs_simus_modis2001.shx, wfs_simus_modis2002.dbf, wfs_simus_modis2002.prj, wfs_simus_modis2002.qpj, wfs_simus_modis2002.shp, wfs_simus_modis2002.shx, wfs_simus_modis2003.dbf, wfs_simus_modis2003.prj, wfs_simus_modis2003.qpj, wfs_simus_modis2003.shp, wfs_simus_modis2003.shx, wfs_simus_modis2004.dbf, wfs_simus_modis2004.prj, wfs_simus_modis2004.qpj, wfs_simus_modis2004.shp, wfs_simus_modis2004.shx, wfs_simus_modis2005.dbf, wfs_simus_modis2005.prj, wfs_simus_modis2005.qpj, wfs_simus_modis2005.shp, wfs_simus_modis2005.shx, wfs_simus_modis2006.dbf, wfs_simus_modis2006.prj, wfs_simus_modis2006.qpj, wfs_simus_modis2006.shp, wfs_simus_modis2006.shx, wfs_simus_modis2007.dbf, wfs_simus_modis2007.prj, wfs_simus_modis2007.qpj, wfs_simus_modis2007.shp, wfs_simus_modis2007.shx, wfs_simus_modis2008.dbf, wfs_simus_modis2008.prj, wfs_simus_modis2008.qpj, wfs_simus_modis2008.shp, wfs_simus_modis2008.shx, wfs_simus_modis2009.dbf, wfs_simus_modis2009.prj, wfs_simus_modis2009.qpj, wfs_simus_modis2009.shp, wfs_simus_modis2009.shx, wfs_simus_modis2010.dbf, wfs_simus_modis2010.prj, wfs_simus_modis2010.qpj, wfs_simus_modis2010.shp, wfs_simus_modis2010.shx, wfs_simus_modis2011.dbf, wfs_simus_modis2011.prj, wfs_simus_modis2011.qpj, wfs_simus_modis2011.shp, wfs_simus_modis2011.shx, wfs_simus_modis2012.dbf, wfs_simus_modis2012.prj, wfs_simus_modis2012.qpj, wfs_simus_modis2012.shp, wfs_simus_modis2012.shx
• Representation: polygon
• Quantity: 11003
• Projection: 'WGS 84', with EPSG: 4326 (PROJ4: '+proj=longlat +datum=WGS84 +no_defs ')
• Source: REDD-PAC team

Attribute	Type	Description
Barren	number	Barren/sparsely vegetated.
CNMosaic	number	Cropland/Natural vegetation mosaic.
ClShru	number	Closed shrublands.
Crops	number	Cropland.
DeBroaFor	number	Deciduous broadleaf forest.
DeNeeFor	number	Deciduous needleleaf forest.
EvBroaFor	number	Fraction of pixels classified as evergreen broadleaf forest.
EvNeeFor	number	Evergreen needleleaf forest.
FillVal	number	Fill value.
Grass	number	Grassland.
MixFor	number	Mixed forest.
OpShru	number	Open shrublands.
PerWet	number	Permanent wetlands.
SIMUID	number	The unique ID of the units.
Sav	number	Savannas.
Snow	number	Snow and ice.
Urba_up	number	Urban and built-up area.
Water	number	Water.
WoSav	number	Woody savannas.
forest_all	number	Sum of all five forest classes.

wfs_simus_plantedforest.shp

Simulation Units with Planted Forest Area. It contains the amount of planted per simulation unit. This is an output of the disaggregation algorithm.

• Files: wfs_simus_plantedforest.dbf, wfs_simus_plantedforest.prj, wfs_simus_plantedforest.qpj, wfs_simus_plantedforest.shp, wfs_simus_plantedforest.shx
• Representation: polygon
• Quantity: 11003
• Projection: 'WGS 84', with EPSG: 4326 (PROJ4: '+proj=longlat +datum=WGS84 +no_defs ')
• Source: REDD-PAC team

Attribute	Type	Description
PLF	number	Area of planted forest, according to the 2006 Agricultural Census.
SIMUID	number	The unique ID of the units.

wfs_simus_prodes.shp

Simulation Units with PRODES data. It has fractions of the data of each simulation unit that is covered by a specific land cover class in the PRODES dataset. Please note that the PRODES dataset only covers the Legal Amazon area.

• Files: wfs_simus_prodes.dbf, wfs_simus_prodes.prj, wfs_simus_prodes.qpj, wfs_simus_prodes.shp, wfs_simus_prodes.shx
• Representation: polygon
• Quantity: 11003
• Projection: 'WGS 84', with EPSG: 4326 (PROJ4: '+proj=longlat +datum=WGS84 +no_defs ')
• Source: REDD-PAC team

Attribute	Type	Description
DESFLOREST	number	Deforested area found in 2012.
DSF_ANT	number	Anterior deforestation.
FLORESTA	number	Forested area in 2012.
HIDROGRAFI	number	Water area.
NAO_FLORES	number	Non-forest area (has never been forest). The non-forest mask used by PRODES is the same every year.
NUVEM	number	Cloud-cover in 2012.
RESIDUO	number	Pixels that could not be classified.
SIMUID	number	The unique ID of the units.
area_ha	number	Area of the simulation unit, provided by GLOBIOM.
d1997_0, d1999_0, d2000_0, d2000_2, d2000_3, d2001_0, d2001_3, d2001_4, d2002_0, d2002_1, d2002_4, d2002_5, d2003_0, d2003_1, d2003_2, d2003_5, d2003_6, d2004_0, d2004_1, d2004_2, d2004_3, d2004_6, d2004_7, d2005_0, d2005_1, d2005_2, d2005_3, d2005_4, d2005_7, d2006_0, d2006_1, d2006_2, d2006_3, d2006_4, d2006_5, d2006_6, d2006_7, d2007_0, d2007_1, d2007_2, d2007_3, d2007_4, d2007_5, d2007_6, d2007_7, d2008_0, d2008_1, d2008_2, d2008_3, d2008_4, d2008_5, d2008_6, d2008_7, d2009_0, d2009_1, d2009_2, d2009_3, d2009_4, d2009_5, d2009_6, d2009_7, d2010_0, d2010_1, d2010_2, d2010_3, d2010_4, d2010_5, d2010_6, d2010_7, d2011_0, d2011_1, d2011_2, d2011_4, d2011_5, d2011_6, d2011_7	number	Deforested area identified in a specific year. The number under the underscore indicated for how many years that pixel had not been seen before, so the deforestation could have taken place earlier.
defor_all	number	Sum of all deforestation area (incl. 'DSF_ANT' and 'DESFLORESTAMENTO').
no_data	number	Area covered by pixels with value zero (area covered by the raster, but outside Legal Amazon).

wfs_simus_terraclass2008.shp

Simulation Units with TerraClass 2008 data. All attributes express the share of a simulation unit's area that is covered with that specific land cover/land use. Thus, the attribute values range from 0 to 1 and all attributes add up to 1. Note: The original description of the dataset which was provided along with the raster contains the class 'FLORESTA_SOB_NUVEM' (forest under cloud cover), but no pixel was assigned this class. The same goes for 'DV' (dummy value).

• Files: wfs_simus_terraclass2008.dbf, wfs_simus_terraclass2008.prj, wfs_simus_terraclass2008.qpj, wfs_simus_terraclass2008.shp, wfs_simus_terraclass2008.shx
• Representation: polygon
• Quantity: 11003
• Projection: 'WGS 84', with EPSG: 4326 (PROJ4: '+proj=longlat +datum=WGS84 +no_defs ')
• Source: Adapted from INPE

Attribute	Type	Description
AgroPec	number	Mixed crop-livestock farming ('Agropecuaria').
AnnuAgri	number	Annual agriculture ('Agricultura_Anual').
Defor08	number	Accumulated deforested area in 2008 ('Desflorestamento_2008').
Forest	number	Forest ('Floresta').
Mining	number	Mining area ('Mineracao').
MosaOcu	number	Area with a mosaic of occupations ('Mosaico de ocupacoes').
Nonforest	number	Non-forest ('Nao_Floresta').
NotObs	number	Not observed area ('Area_nao_observada').
Other	number	Other land cover ('Outros').
PastLimp	number	Clean pasture area ('Pasto limpo').
PastSolEx	number	Pasture area with exposed soil ('Pasto com solo exposto').
PastSujo	number	Unclean pasture area ('Pasto sujo').
RegPast	number	Regenerated area with pasture ('Regeneracao_com_pasto').
SIMUID	number	The unique ID of the units.
SecoVeg	number	Secondary vegetation ('Vegetacao_secundaria').
Urban	number	Urban area ('Area_urbana').
Water	number	Water ('Hidrografia').

wfs_simus_terraclass2010.shp

Simulation Units with TerraClass 2010 data. All attributes express the share of a simulation unit's area that is covered with that specific land cover/land use. Thus, the attribute values range from 0 to 1 and all attributes add up to 1. In various cases, the state of Acre uses different class names than the other states. The classes with different names are kept separate in this dataset for the user to make his/her own choice of adding classes up. Note: The original description of the dataset which was provided along with the raster contains the class 'VS2008_SOB_NUVEM' (secondary vegetation of 2008 under cloud cover), but no pixel was assigned this class. The same goes for 'VEGETACAO_SECUNDARIA' (secondary vegetation), 'PASTAGEM_MUITO_DEGRADADA_SE' (very degraded pasture, secondary vegetation), 'NAO_FLORESTA_2' (a 2nd non-forest class), 'DV' (dummy value), 'FLORESTA_SOB_NUVEM' (forest under cloud-cover) and 'HIDROGRAFIA_2' (a 2nd water class).

• Files: wfs_simus_terraclass2010.dbf, wfs_simus_terraclass2010.prj, wfs_simus_terraclass2010.qpj, wfs_simus_terraclass2010.shp, wfs_simus_terraclass2010.shx
• Representation: polygon
• Quantity: 11003
• Projection: 'WGS 84', with EPSG: 4326 (PROJ4: '+proj=longlat +datum=WGS84 +no_defs ')
• Source: Adapted from INPE

Attribute	Type	Description
AGRI	number	Agricultural area ('Agricultura').
AGRI_ANUAL	number	Annual agriculture ('Agricultura_Anual').
AGROPECU	number	Mixed crop-livestock farming ('Agropecuaria'). This class includes area in the state of Acre.
DESFL2010	number	Accumulated deforested area in 2010 ('Desflorestamento_2010'). This class includes area in all states of the Legal Amazon except for Acre.
DESMAT2010	number	Accumulated deforested area in 2010 ('Desmate_2010'). This class includes area in the state of Acre.
FLORESTA	number	Forest ('Floresta').
HIDRO	number	Water ('Hidrografia').
MINERACAO	number	Mining area ('Mineracao').
MOSAIC	number	Area with a mosaic of occupations ('Mosaico de ocupacoes'). This class includes area in all states of the Legal Amazon except for Acre.
NAO_FLOR	number	Non-forest ('Nao Floresta'). This is all area that is naturally not forest, so its current land-use is not being mapped by the TerraClass project.
NOT_OBS	number	Not observed area ('Area_nao_observada').
NUVEM	number	Cloud-covered area ('Nuvem').
OUTROS	number	Others ('Outros').
PALMOIL	number	Oil palm culture ('Oleo_de_palma').
PASDEG	number	Degraded pasture area ('Pastagem_degradada'). This class includes area in the state of Acre.
PASDEG_VE	number	Very degraded pasture area with vegetation ('Pastagem_muito_degradada_veg'). This class includes area in the state of Acre.
PAS_LIM	number	Clean pasture area ('Pasto limpo'). This class includes area in all states of the Legal Amazon except for Acre.
PAS_LIM2	number	Clean pasture area ('Pastagem limpa'). This class includes area in the state of Acre.
PAS_SOLEX	number	Pasture with exposed soil ('Pasto_com_solo_exposto').
PAS_SUJ	number	Unclean pasture area ('Pasto_sujo'). This class includes area in all states of the Legal Amazon except for Acre.
QUEIMADO	number	Burnt area ('Area_queimada').
REFLOREST	number	Reforested area ('Reflorestamento').
REG_PASTO	number	Regenerated area with pasture ('Regeneracao_com_pasto'). This class includes area in all states of the Legal Amazon except for Acre.
SIMUID	number	The unique ID of the units.
URBANA	number	Urban area ('Area urbana'). This class includes area in all states of the Legal Amazon except for Acre.
URBANO	number	Urban area ('Urbano'). This class includes area in the state of Acre.
VS_2010	number	Secondary vegetation identifed in the year 2010 ('VS2010').
noclass	number	Area outside TerraClass2010's study area, i.e. outside the Legal Amazon. No TerraClass 2010 pixels are available in this area.

wfs_sosma.shp

SOS Mata Atlantica.

• Files: wfs_sosma.dbf, wfs_sosma.prj, wfs_sosma.qpj, wfs_sosma.shp, wfs_sosma.shx
• Representation: polygon
• Quantity: 426275
• Projection: 'WGS 84', with EPSG: 4326 (PROJ4: '+proj=longlat +datum=WGS84 +no_defs ')
• Source: https://www.sosma.org.br

Attribute	Type	Description
class_glob	string	GLOBIOM Land Cover class. This has only one value: 'FOREST'.
legenda	string	Land cover. This map includes the classes: Mata; Decremento de mata 2000-2005; Decremento de mata 2005-2008; Decremento de mata 2010-2011; Decremento de mata 2011-2012; Decremento de mata 2008-2010; Desmatamentos identificados em 2012. Other classes present in the original SOSMA dataset have been excluded.
state	string	Acronym of the state with lowercase.

wfs_vegetation_ibge.shp

Vegetation map of Brazil. The vegetation map by IBGE is the base map for the GLOBIOM land cover map. The version available on the REDD-PAC WFS and on the website is a slightly adapted version of the original data available publicly at IBGE. We cleaned the original data, by removing open seas polygons and eemoved Portuguese diacritics from text attributes. We also corrected 'Vegetacao Ombrofila' to 'Floresta Ombrofila', as on the official IBGE document, only 'Floresta Ombrofila' exists. We created the name, code and label attributes from the existing information of codes and names of current and previous vegetation. Finally, we added the classification to IGBP and GLOBIOM classes and the forest flag.

• Files: wfs_vegetation_ibge.dbf, wfs_vegetation_ibge.prj, wfs_vegetation_ibge.qpj, wfs_vegetation_ibge.shp, wfs_vegetation_ibge.shx
• Representation: polygon
• Quantity: 2159
• Projection: 'WGS 84', with EPSG: 4326 (PROJ4: '+proj=longlat +datum=WGS84 +no_defs ')
• Source: Adapted from IBGE (http://www.ibge.gov.br)

Attribute	Type	Description
class_glob	string	The original vegetation classes were mapped by the REDD-PAC team to GLOBIOM land cover classes. Please note that this does not show the final GLOBIOM classes, as these will be complemented by other data sources.
class_igbp	string	The original vegetation classes were mapped by the REDD-PAC team to vegetation classes according to IGBP.
coarse_cod	string	Detailed vegetation code. It contains the code for current vegetation and, in case of human influenced areas, the code for previous vegetation as well.
coarse_lab	string	Name and code of aggregated vegetation group.
coarse_nam	string	Name of the aggregatedvegetation group, e.g. 'Estepe' instead of 'Estepe arborizada'.
curr_cod	string	Code of nowadays vegetation, e.g. 'Ea'.
curr_lab	string	Code and name of current vegetation, for labelling purposes, e.g. 'Ea = Estepe arborizada'.
curr_nam	string	Name of nowadays vegetation, e.g. 'Estepe arborizada'.
detail_cod	string	Code of the aggregated vegetation group, e.g. 'E' instead of 'Ea', 'Ep', 'Eg'.
detail_lab	string	Code and name of current and previous vegetation, for labelling purposes.
detail_nam	string	Name of vegetation, including previous vegetation in case of human influenced areas, e.g. 'Atividades Agrarias (previous: Estepe)'.
forestflag	number	This indicated whether the vegetation is considered as forest in GLOBIOM (=1) or not (=0).
prev_cod	string	Code of previous vegetation.
prev_lab	string	Code and name of previous vegetation, for labelling purposes.
prev_nam	string	Name of previous vegetation.

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