Training Field Soil Data for Annual Mapping of Soil Organic Carbon Stock (0–30 cm) in Brazil, 1985–2024 (MapBiomas Soil Collection 2, Beta Version) (doi:10.60502/SoilData/IUZOAK)

View:

Part 1: Document Description
Part 2: Study Description
Part 3: Data Files Description
Part 4: Variable Description
Entire Codebook

Training Field Soil Data for Annual Mapping of Soil Organic Carbon Stock (0–30 cm) in Brazil, 1985–2024 (MapBiomas Soil Collection 2, Beta Version)

doi:10.60502/SoilData/IUZOAK

SoilData

2025-12-04

1

MapBiomas, 2025, "Training Field Soil Data for Annual Mapping of Soil Organic Carbon Stock (0–30 cm) in Brazil, 1985–2024 (MapBiomas Soil Collection 2, Beta Version)", https://doi.org/10.60502/SoilData/IUZOAK, SoilData, V1, UNF:6:Ov9cAuKKwsFTbct5kyU9pg== [fileUNF]

Training Field Soil Data for Annual Mapping of Soil Organic Carbon Stock (0–30 cm) in Brazil, 1985–2024 (MapBiomas Soil Collection 2, Beta Version)

doi:10.60502/SoilData/IUZOAK

MapBiomas (MapBiomas)

SoilData

MapBiomas

Samuel-Rosa, Alessandro

2025-12-04

https://doi.org/10.60502/SoilData/IUZOAK

Ciências Agrárias, Ciências da Terra e do meio ambiente

This dataset comprises 16,013 georeferenced points and data from 31,047 soil layers. It was utilized to train regression models for mapping soil organic carbon stock (0–30 cm) across Brazil. This data underpinned the creation of annual (baseline) maps of soil organic carbon stocks for Collection 3 of the MapBiomas Soil project, covering the period 1985–2024 (beta version). Each record includes spatial coordinates, the year of soil collection, the lower limit of the soil layer, and the cumulative soil organic carbon stock (grams per square meter) measured down to that layer.

Brazil

• Number of cases: 31047

• No. of variables per record: 31

• Type of File: text/tab-separated-values

UNF:6:pGCb9yOm5rNh+BaMFoof/A==

• Number of cases: 28047

• No. of variables per record: 15

• Type of File: text/tab-separated-values

UNF:6:5ySeGWPDvo78IMk3ME8Saw==

• id - id
• dataset_id - dataset_id
• observacao_id - observacao_id
• coord_x - coord_x
• coord_y - coord_y
• data_ano - data_ano
• camada_id - camada_id
• camada_nome - camada_nome
• profund_sup - profund_sup
• profund_inf - profund_inf
• carbono - carbono
• esqueleto - esqueleto
• dsi - dsi
• IFN_index - IFN_index
• PSEUDOSAND_index - PSEUDOSAND_index
• PSEUDOROCK_index - PSEUDOROCK_index
• YEAR_index - YEAR_index
• bioma_nome - bioma_nome
• espessura - espessura
• rock_density - rock_density
• vrc - vrc
• soc_density_gcm3 - soc_density_gcm3
• soc_density_gcm3_qmap - soc_density_gcm3_qmap
• soc_stock_gm2 - soc_stock_gm2
• soc_stock_gm2_qmap - soc_stock_gm2_qmap
• soc_stock_gm2_cum - soc_stock_gm2_cum
• soc_stock_gm2_cum_qmap - soc_stock_gm2_cum_qmap
• max_soc_stock_gm2 - max_soc_stock_gm2
• estado_nome - estado_nome
• regiao_nome - regiao_nome
• municipio_nome - municipio_nome
• dataset_id - dataset_id
• observacao_id - observacao_id
• longitude_grau - longitude_grau
• latitude_grau - latitude_grau
• ano_da_coleta - ano_da_coleta
• camada_id - camada_id
• profundidade_inicial_cm - profundidade_inicial_cm
• profundidade_final_cm - profundidade_final_cm
• carbono_organico_gkg - carbono_organico_gkg
• densidade_do_solo_gcm3 - densidade_do_solo_gcm3
• fracao_grossa_pv - fracao_grossa_pv
• bioma_nome - bioma_nome
• estado_nome - estado_nome
• regiao_nome - regiao_nome
• municipio_nome - municipio_nome

f843 Location:

Variable Format: character

Notes: UNF:6:m1UntZJMyxa1oCQ8OXD+8w==

f843 Location:

Variable Format: character

Notes: UNF:6:PSTfB6cpJklOQlRhrzFF7w==

f843 Location:

Variable Format: character

Notes: UNF:6:u6fMslXWKzPGnQ2NjMNgYA==

f843 Location:

Summary Statistics: Max. -34.8214402740892; Mean -52.83988250444191; Valid 31047.0; Min. -73.85; StDev 8.604929323467196;

Variable Format: numeric

Notes: UNF:6:zH8mL6e1DQnpUnPsXEyBuA==

f843 Location:

Summary Statistics: Max. 4.633333; Mean -15.67361919800137; Valid 31047.0; StDev 8.653049643242548; Min. -33.6869691842177

Variable Format: numeric

Notes: UNF:6:E/RCoJ9dUd+nCfnI0WKsHQ==

f843 Location:

Summary Statistics: Valid 31047.0; Min. 1985.0; Mean 2001.4577253840941; StDev 13.189279906195495; Max. 2024.0

Variable Format: numeric

Notes: UNF:6:fki3xa16cQ3AqckYCGpJ4A==

f843 Location:

Summary Statistics: Max. 8.0; StDev 0.7187421442424807; Mean 1.6085290044126406; Valid 31047.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:jo5V4G2Ej0ZMJtNUBNlgDA==

f843 Location:

Variable Format: character

Notes: UNF:6:G5Tb8jw5QuSQZHiW3PJqIg==

f843 Location:

Summary Statistics: StDev 9.15919071632952; Mean 7.954504460978464; Min. 0.0; Valid 31047.0; Max. 29.0

Variable Format: numeric

Notes: UNF:6:IV61EQRzzm2gW05+h+4l8g==

f843 Location:

Summary Statistics: Min. 1.0; Max. 30.0; Mean 22.242245627596827; StDev 7.68368983211542; Valid 31047.0

Variable Format: numeric

Notes: UNF:6:eBj9vaA6y3tz6Jq9uLxnuw==

f843 Location:

Summary Statistics: Valid 31047.0; StDev 24.840218281385148; Min. 0.0; Max. 516.0; Mean 15.927552079517511

Variable Format: numeric

Notes: UNF:6:2tEkNDy4MoG7Zg4OxBsjvw==

f843 Location:

Summary Statistics: StDev 243.63807715346204; Max. 1000.0; Valid 31047.0; Min. 0.0; Mean 115.33884111186063;

Variable Format: numeric

Notes: UNF:6:aO/mvXgeP04nlVhDDhb3Uw==

f843 Location:

Summary Statistics: Min. 0.0; Valid 31047.0; StDev 0.434452329542135; Max. 2.25; Mean 1.1544526041163474

Variable Format: numeric

Notes: UNF:6:MBktPVWwHlgbhdNNVA5MZg==

f843 Location:

Summary Statistics: Valid 31047.0; StDev 0.2993293875059735; Mean 0.09949431507071532; Min. 0.0; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:Ay90HRridyOyNixCn1Xu4w==

f843 Location:

Summary Statistics: StDev 0.21443204046205466; Min. 0.0; Mean 0.048313846748497674; Max. 1.0; Valid 31047.0

Variable Format: numeric

Notes: UNF:6:nNxk5wXBXNUWztxP7A2a1A==

f843 Location:

Summary Statistics: Valid 31047.0; Max. 1.0; Min. 0.0; Mean 0.04831384674849583; StDev 0.21443204046206615;

Variable Format: numeric

Notes: UNF:6:MIFlu+js5XlvQM5tD/jloQ==

f843 Location:

Summary Statistics: StDev 4.746744583296869; Min. -27.0; Max. 0.0; Mean -2.295358649788606; Valid 31047.0

Variable Format: numeric

Notes: UNF:6:8ZMUXBaZ2hOtiQMBPFr4ew==

f843 Location:

Variable Format: character

Notes: UNF:6:sODB0YLqld9IullnllWnQw==

f843 Location:

Summary Statistics: Min. 1.0; StDev 6.291508339427859; Mean 14.287741166618598; Valid 31047.0; Max. 30.0

Variable Format: numeric

Notes: UNF:6:7e2rp6Si/QRCpey/HLIi/Q==

f843 Location:

Summary Statistics: StDev 0.5903912141492614; Max. 2.74; Valid 31047.0; Mean 2.320952877672603; Min. 0.0

Variable Format: numeric

Notes: UNF:6:q1dYkw/SEyU4BzFwbPnHCg==

f843 Location:

Summary Statistics: Valid 31047.0; Mean 9.355507489680503; Min. 0.0; StDev 23.76602386207455; Max. 100.0

Variable Format: numeric

Notes: UNF:6:+owhhcprqQ1lXwGoz8/lDw==

f843 Location:

Summary Statistics: Min. 0.0; Valid 31047.0; Max. 0.444163; StDev 0.019632317382634247; Mean 0.01754253821890808;

Variable Format: numeric

Notes: UNF:6:jBwzs81+rNI6PiaeXyc16w==

f843 Location:

Summary Statistics: Max. 0.484296726775802; StDev 0.019487380579593455; Mean 0.01714673357903704; Min. 0.0; Valid 31047.0;

Variable Format: numeric

Notes: UNF:6:2mwcfeMuEmomcwW/enXWRg==

f843 Location:

Summary Statistics: Min. 0.0; StDev 3293.806837232869; Valid 31047.0; Mean 2585.4676136179737; Max. 130134.0

Variable Format: numeric

Notes: UNF:6:ZpAabXSyefGKIi2U5aDfOQ==

f843 Location:

Summary Statistics: Max. 130134.0; Valid 31047.0; StDev 3258.382639444289; Min. 0.0; Mean 2522.9200566881977

Variable Format: numeric

Notes: UNF:6:+tSB8FlOcT8QOHSkPOtcqg==

f843 Location:

Summary Statistics: StDev 4476.2729515432575; Mean 4172.839887912111; Min. 0.0; Valid 31047.0; Max. 130134.0;

Variable Format: numeric

Notes: UNF:6:Ugqoaj5IoCG1h2dwqgJLgg==

f843 Location:

Summary Statistics: Max. 136140.0; Valid 31047.0; Mean 4073.2306180952414; Min. 0.0; StDev 4427.491236198692;

Variable Format: numeric

Notes: UNF:6:QDVrMhWoi4XEca67a0V7GA==

f843 Location:

Summary Statistics: StDev 5262.207553429356; Valid 31047.0; Mean 5036.864270300028; Max. 130134.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:KLorLx54/QmrDsFiY+rNoA==

f843 Location:

Variable Format: character

Notes: UNF:6:LdavNs8XtiEuoqPkMrYvaQ==

f843 Location:

Variable Format: character

Notes: UNF:6:FLDeC+x24vCE3FqP8bYkDw==

f843 Location:

Variable Format: character

Notes: UNF:6:SiTo/goaOURSaNMA7TDl3Q==

f842 Location:

Variable Format: character

Notes: UNF:6:xRqVZIKyjfA+HYdeM2+z1w==

f842 Location:

Variable Format: character

Notes: UNF:6:6TyieDGt2IpxleauCgN4Lw==

f842 Location:

Summary Statistics: Max. -34.8833; StDev 8.446756921961127; Min. -73.85; Valid 28047.0; Mean -53.6316020674075

Variable Format: numeric

Notes: UNF:6:b3etQsEbT/cI0aVySp1AOw==

f842 Location:

Summary Statistics: StDev 8.421182595720325; Max. 4.633333; Valid 28047.0; Mean -15.633937876748925; Min. -33.55901;

Variable Format: numeric

Notes: UNF:6:dW+Pn5jvHK/Wg7nEyIwBEg==

f842 Location:

Summary Statistics: Mean 1996.6126145398785; Valid 28047.0; StDev 15.292480060755574; Max. 2024.0; Min. 1958.0

Variable Format: numeric

Notes: UNF:6:nsqKOTVrujQnZEk5J0FEZA==

f842 Location:

Summary Statistics: Valid 28047.0; Max. 8.0; StDev 0.6945437011763954; Min. 1.0; Mean 1.5666559703355063;

Variable Format: numeric

Notes: UNF:6:1t2WRiRA0xO8cHdXyXG6rw==

f842 Location:

Summary Statistics: Mean 7.735711484294134; Max. 29.0; Min. 0.0; StDev 9.232429788573938; Valid 28047.0;

Variable Format: numeric

Notes: UNF:6:w3T0gYSChXjKSn6HRp7+Zg==

f842 Location:

Summary Statistics: Min. 1.0; StDev 7.5913022715925775; Mean 22.482083645309665; Valid 28047.0; Max. 30.0

Variable Format: numeric

Notes: UNF:6:eNWYxwkmZaFy4j75MR8qyw==

f842 Location:

Summary Statistics: StDev 25.556624015041958; Mean 17.625307519521222; Min. 0.0; Valid 28047.0; Max. 516.0

Variable Format: numeric

Notes: UNF:6:AD6r30ZBPAZvJP3/Fathzg==

f842 Location:

Summary Statistics: Mean 1.277936677719542; Min. 0.0; Valid 28047.0; Max. 2.25; StDev 0.22611566209717293;

Variable Format: numeric

Notes: UNF:6:pHnWgFFkuoBS+A2rbNHEZQ==

f842 Location:

Summary Statistics: Valid 28047.0; Max. 100.0; Min. 0.0; StDev 12.738900069573061; Mean 5.010411095661487

Variable Format: numeric

Notes: UNF:6:zjjmYQk+WJSx/Q63K+wVkg==

f842 Location:

Variable Format: character

Notes: UNF:6:Y82QTXsxtpIOTBxdttg3ug==

f842 Location:

Variable Format: character

Notes: UNF:6:9KArCaUZDBUi85XIi3nORQ==

f842 Location:

Variable Format: character

Notes: UNF:6:csN/b+lpa4dcjqnepgVQMg==

f842 Location:

Variable Format: character

Notes: UNF:6:OsppJ+W5jwBEWM5Ulz14og==