The Brazilian Soil Spectral Library (BSSL): A general view, application and challenges

Detalhes bibliográficos
Autor(a) principal: Demattê, José A.M.
Data de Publicação: 2019
Outros Autores: Dotto, André Carnieletto, Paiva, Ariane F.S., Sato, Marcus V., Dalmolin, Ricardo S.D., de Araújo, Maria do Socorro B., da Silva, Elisângela B., Nanni, Marcos R., ten Caten, Alexandre, Noronha, Norberto C., Lacerda, Marilusa P.C., de Araújo Filho, José Coelho, Rizzo, Rodnei, Bellinaso, Henrique, Francelino, Márcio R., Schaefer, Carlos E.G.R., Vicente, Luiz E., dos Santos, Uemeson J., de Sá Barretto Sampaio, Everardo V., Menezes, Rômulo S.C., de Souza, José João L.L., Abrahão, Walter A.P., Coelho, Ricardo M., Grego, Célia R., Lani, João L., Fernandes, Antonio R., Gonçalves, Deyvison A.M., Silva, Sérgio H.G., de Menezes, Michele D., Curi, Nilton, Couto, Eduardo G., dos Anjos, Lúcia H.C., Ceddia, Marcos B., Pinheiro, Érika F.M., Grunwald, Sabine, Vasques, Gustavo M., Marques Júnior, José [UNESP], da Silva, Airon J., Barreto, Marcos C. de Vasconcelos, Nóbrega, Gabriel N., da Silva, Marcelo Z., de Souza, Sara F., Valladares, Gustavo S., Viana, João Herbert M., da Silva Terra, Fabricio, Horák-Terra, Ingrid, Fiorio, Peterson R., da Silva, Rafael C., Frade Júnior, Elizio F., Lima, Raimundo H.C., Alba, José M. Filippini, de Souza Junior, Valdomiro S., Brefin, Maria De Lourdes Mendonça Santos, Ruivo, Maria De Lourdes P., Ferreira, Tiago O., Brait, Marny A., Caetano, Norton R., Bringhenti, Idone, de Sousa Mendes, Wanderson, Safanelli, José L., Guimarães, Clécia C.B., Poppiel, Raul R., e Souza, Arnaldo Barros, Quesada, Carlos A., do Couto, Hilton T. Zarate
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1016/j.geoderma.2019.05.043
http://hdl.handle.net/11449/189483
Resumo: The present study was developed in a joint partnership with the Brazilian pedometrics community to standardize and evaluate spectra within the 350–2500 nm range of Brazilian soils. The Brazilian Soil Spectral Library (BSSL) began in 1995, creating a protocol to gather soil samples from different locations in Brazil. The BSSL reached 39,284 soil samples from 65 contributors representing 41 institutions from all 26 states. Through the BSSL spectra database, it was possible to estimate important soil attributes, such as clay, sand, soil organic carbon, cation exchange capacity, pH and base saturation, resulting in differences among the multi-scale models taking Brazil (overall), regional and state scale. In general, spectral descriptive and quantitative behavior indicated important relationship with physical, chemical and mineralogical properties. Statistical analyses showed that six basic patterns of spectral signatures represent the Brazilian soils types and that environmental conditions explain the differences in spectra. This study demonstrates that spectroscopy analyses along with the establishment of soil spectral libraries are a powerful technique for providing information on a national and regional levels. We also developed an interactive online platform showing soil sample locations and their contributors. As soil spectroscopy is considered a fast, simple, accurate and nondestructive analytical procedure, its application may be integrated with wet analysis as an alternative to support the sustainable management of soils.
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spelling The Brazilian Soil Spectral Library (BSSL): A general view, application and challengesPedometricsProximal sensingSpectral sensingVis-NIR-SWIR spectroscopyThe present study was developed in a joint partnership with the Brazilian pedometrics community to standardize and evaluate spectra within the 350–2500 nm range of Brazilian soils. The Brazilian Soil Spectral Library (BSSL) began in 1995, creating a protocol to gather soil samples from different locations in Brazil. The BSSL reached 39,284 soil samples from 65 contributors representing 41 institutions from all 26 states. Through the BSSL spectra database, it was possible to estimate important soil attributes, such as clay, sand, soil organic carbon, cation exchange capacity, pH and base saturation, resulting in differences among the multi-scale models taking Brazil (overall), regional and state scale. In general, spectral descriptive and quantitative behavior indicated important relationship with physical, chemical and mineralogical properties. Statistical analyses showed that six basic patterns of spectral signatures represent the Brazilian soils types and that environmental conditions explain the differences in spectra. This study demonstrates that spectroscopy analyses along with the establishment of soil spectral libraries are a powerful technique for providing information on a national and regional levels. We also developed an interactive online platform showing soil sample locations and their contributors. As soil spectroscopy is considered a fast, simple, accurate and nondestructive analytical procedure, its application may be integrated with wet analysis as an alternative to support the sustainable management of soils.Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)Department of Soil Science Luiz de Queiroz College of Agriculture (ESALQ) University of São Paulo (USP), Ave. Pádua Dias 11, Cx. Postal 9Department of Soil Federal University of Santa Maria, Av. Roraima 1000Geographical Sciences Department Federal University of Pernambuco, Av. Ac. Hélio Ramos, s/nDepartment of Agronomy State University of Maringá, Av. Colombo 5790Department of Agriculture Biodiversity and Forestry Federal University of Santa Catarina, Rodovia Ulysses Gaboardi 3000 - Km 3Federal Rural University of Amazon, Ave. Presidente Tancredo Neves 2501Faculty of Agronomy and Veterinary Medicine University of BrasíliaEMBRAPA - Solos, R. Antônio Falcão, 402, Boa ViagemCenter of Nuclear Energy in Agriculture (CENA) USP, Av. Centenário 303CDRS/Secretary of Agriculture of São Paulo State, R. Campos Salles 507Department of Soils Federal University of Viçosa, Ave. Peter Henry Rolfs s/nEMBRAPA – Informática Agropecuária, Ave. André Tosello, 209Department of Nuclear Energy Federal University of Pernambuco, Av. Prof. Luis Freire 1000Department of Geography Federal University of Rio Grande do Norte, R. Joaquim Gregório s/nAgronomic Institute of Campinas (IAC), Ave. Barão de Itapura 1481Institute of Agricultural Sciences Federal Rural University of Amazônia, Ave. Presidente Tancredo Neves 2501, 66.077-830Department of Soil Science Federal University of LavrasFederal University of Mato Grosso, Cuiabá, Av. Fernando Corrêa da Costa 2367Department of Soils Federal Rural University of Rio de Janeiro, Rodovia BR 465, Km 07 s/nSoil and Water Sciences Department University of Florida, 2181 McCarty Hallr, PO Box 110290EMBRAPA - Solos, R. Jardim Botânico, 1024Department of Soils and Fertilizers School of Agricultural and Veterinary Studies São Paulo State University (FCAV-UNESP), Via de Acesso Prof. Paulo Donato Castellane s/nFederal University of Sergipe, Av. Marechal Rondon s/nGraduate Program in Earth Sciences (Geochemistry) Department of Geochemistry Federal Fluminense University, Outeiro São João Batista, s/nFederal Institute of the Southeast of Minas Gerais, R. Monsenhor José Augusto 204Federal University of Rio Grande do Norte, R. Joaquim Gregório s/nFederal University of PiauíEMBRAPA Milho e Sorgo, Rod MG 424 Km 45Institute of Agricultural Sciences Federal University of Jequitinhonha e Mucuri Valleys, Ave. Ver. João Narciso 1380Department of Biosystems Engineering ESALQ USP, Ave. Pádua Dias 11, Cx. Postal 9Federal University of Acre, Rodovia BR 364 Km 04Federal University of Amazonas, Av. General Rodrigo O. J. Ramos 1200EMBRAPA Clima Temperado, BR-392, km 78Department of Agronomy Federal Rural University of Pernambuco, R. Manuel de Medeiros s/nEMBRAPA Cocais, Quadra 11, Av. São Luís Rei de França 4Paraense Emílio Goeldi Museum, Av. Gov. Magalhães Barata 376Exata Laboratory, Rua Silvestre Carvalho Q 11Federal University of Rondônia, BR 364, Km 9.5Nacional Institute for Amazonian Research, Ave. André Araújo 2936Department of Forestry Sciences ESALQ-USP, Ave. Pádua Dias 11, Cx. Postal 9Department of Soils and Fertilizers School of Agricultural and Veterinary Studies São Paulo State University (FCAV-UNESP), Via de Acesso Prof. Paulo Donato Castellane s/nFAPESP: 2014/22262-0FAPESP: 2016/26176-6FAPESP: 2017/03207-6Universidade de São Paulo (USP)Federal University of Santa MariaUniversidade Federal de Pernambuco (UFPE)State University of MaringáUniversidade Federal de Santa Catarina (UFSC)Federal Rural University of AmazonUniversity of BrasíliaEmpresa Brasileira de Pesquisa Agropecuária (EMBRAPA)CDRS/Secretary of Agriculture of São Paulo StateFederal University of ViçosaFederal University of Rio Grande do NorteAgronomic Institute of Campinas (IAC)Federal Rural University of AmazôniaFederal University of LavrasFederal University of Mato GrossoFederal Rural University of Rio de JaneiroUniversity of FloridaUniversidade Estadual Paulista (Unesp)Universidade Federal de Sergipe (UFS)Federal Fluminense UniversityFederal Institute of the Southeast of Minas GeraisFederal University of PiauíFederal University of Jequitinhonha e Mucuri ValleysFederal University of AcreFederal University of AmazonasFederal Rural University of PernambucoParaense Emílio Goeldi MuseumExata LaboratoryFederal University of RondôniaNacional Institute for Amazonian ResearchDemattê, José A.M.Dotto, André CarnielettoPaiva, Ariane F.S.Sato, Marcus V.Dalmolin, Ricardo S.D.de Araújo, Maria do Socorro B.da Silva, Elisângela B.Nanni, Marcos R.ten Caten, AlexandreNoronha, Norberto C.Lacerda, Marilusa P.C.de Araújo Filho, José CoelhoRizzo, RodneiBellinaso, HenriqueFrancelino, Márcio R.Schaefer, Carlos E.G.R.Vicente, Luiz E.dos Santos, Uemeson J.de Sá Barretto Sampaio, Everardo V.Menezes, Rômulo S.C.de Souza, José João L.L.Abrahão, Walter A.P.Coelho, Ricardo M.Grego, Célia R.Lani, João L.Fernandes, Antonio R.Gonçalves, Deyvison A.M.Silva, Sérgio H.G.de Menezes, Michele D.Curi, NiltonCouto, Eduardo G.dos Anjos, Lúcia H.C.Ceddia, Marcos B.Pinheiro, Érika F.M.Grunwald, SabineVasques, Gustavo M.Marques Júnior, José [UNESP]da Silva, Airon J.Barreto, Marcos C. de VasconcelosNóbrega, Gabriel N.da Silva, Marcelo Z.de Souza, Sara F.Valladares, Gustavo S.Viana, João Herbert M.da Silva Terra, FabricioHorák-Terra, IngridFiorio, Peterson R.da Silva, Rafael C.Frade Júnior, Elizio F.Lima, Raimundo H.C.Alba, José M. Filippinide Souza Junior, Valdomiro S.Brefin, Maria De Lourdes Mendonça SantosRuivo, Maria De Lourdes P.Ferreira, Tiago O.Brait, Marny A.Caetano, Norton R.Bringhenti, Idonede Sousa Mendes, WandersonSafanelli, José L.Guimarães, Clécia C.B.Poppiel, Raul R.e Souza, Arnaldo BarrosQuesada, Carlos A.do Couto, Hilton T. Zarate2019-10-06T16:42:11Z2019-10-06T16:42:11Z2019-11-15info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://dx.doi.org/10.1016/j.geoderma.2019.05.043Geoderma, v. 354.0016-7061http://hdl.handle.net/11449/18948310.1016/j.geoderma.2019.05.0432-s2.0-85070110163Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengGeodermainfo:eu-repo/semantics/openAccess2024-06-07T14:23:14Zoai:repositorio.unesp.br:11449/189483Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T15:41:39.119473Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv The Brazilian Soil Spectral Library (BSSL): A general view, application and challenges
title The Brazilian Soil Spectral Library (BSSL): A general view, application and challenges
spellingShingle The Brazilian Soil Spectral Library (BSSL): A general view, application and challenges
Demattê, José A.M.
Pedometrics
Proximal sensing
Spectral sensing
Vis-NIR-SWIR spectroscopy
title_short The Brazilian Soil Spectral Library (BSSL): A general view, application and challenges
title_full The Brazilian Soil Spectral Library (BSSL): A general view, application and challenges
title_fullStr The Brazilian Soil Spectral Library (BSSL): A general view, application and challenges
title_full_unstemmed The Brazilian Soil Spectral Library (BSSL): A general view, application and challenges
title_sort The Brazilian Soil Spectral Library (BSSL): A general view, application and challenges
author Demattê, José A.M.
author_facet Demattê, José A.M.
Dotto, André Carnieletto
Paiva, Ariane F.S.
Sato, Marcus V.
Dalmolin, Ricardo S.D.
de Araújo, Maria do Socorro B.
da Silva, Elisângela B.
Nanni, Marcos R.
ten Caten, Alexandre
Noronha, Norberto C.
Lacerda, Marilusa P.C.
de Araújo Filho, José Coelho
Rizzo, Rodnei
Bellinaso, Henrique
Francelino, Márcio R.
Schaefer, Carlos E.G.R.
Vicente, Luiz E.
dos Santos, Uemeson J.
de Sá Barretto Sampaio, Everardo V.
Menezes, Rômulo S.C.
de Souza, José João L.L.
Abrahão, Walter A.P.
Coelho, Ricardo M.
Grego, Célia R.
Lani, João L.
Fernandes, Antonio R.
Gonçalves, Deyvison A.M.
Silva, Sérgio H.G.
de Menezes, Michele D.
Curi, Nilton
Couto, Eduardo G.
dos Anjos, Lúcia H.C.
Ceddia, Marcos B.
Pinheiro, Érika F.M.
Grunwald, Sabine
Vasques, Gustavo M.
Marques Júnior, José [UNESP]
da Silva, Airon J.
Barreto, Marcos C. de Vasconcelos
Nóbrega, Gabriel N.
da Silva, Marcelo Z.
de Souza, Sara F.
Valladares, Gustavo S.
Viana, João Herbert M.
da Silva Terra, Fabricio
Horák-Terra, Ingrid
Fiorio, Peterson R.
da Silva, Rafael C.
Frade Júnior, Elizio F.
Lima, Raimundo H.C.
Alba, José M. Filippini
de Souza Junior, Valdomiro S.
Brefin, Maria De Lourdes Mendonça Santos
Ruivo, Maria De Lourdes P.
Ferreira, Tiago O.
Brait, Marny A.
Caetano, Norton R.
Bringhenti, Idone
de Sousa Mendes, Wanderson
Safanelli, José L.
Guimarães, Clécia C.B.
Poppiel, Raul R.
e Souza, Arnaldo Barros
Quesada, Carlos A.
do Couto, Hilton T. Zarate
author_role author
author2 Dotto, André Carnieletto
Paiva, Ariane F.S.
Sato, Marcus V.
Dalmolin, Ricardo S.D.
de Araújo, Maria do Socorro B.
da Silva, Elisângela B.
Nanni, Marcos R.
ten Caten, Alexandre
Noronha, Norberto C.
Lacerda, Marilusa P.C.
de Araújo Filho, José Coelho
Rizzo, Rodnei
Bellinaso, Henrique
Francelino, Márcio R.
Schaefer, Carlos E.G.R.
Vicente, Luiz E.
dos Santos, Uemeson J.
de Sá Barretto Sampaio, Everardo V.
Menezes, Rômulo S.C.
de Souza, José João L.L.
Abrahão, Walter A.P.
Coelho, Ricardo M.
Grego, Célia R.
Lani, João L.
Fernandes, Antonio R.
Gonçalves, Deyvison A.M.
Silva, Sérgio H.G.
de Menezes, Michele D.
Curi, Nilton
Couto, Eduardo G.
dos Anjos, Lúcia H.C.
Ceddia, Marcos B.
Pinheiro, Érika F.M.
Grunwald, Sabine
Vasques, Gustavo M.
Marques Júnior, José [UNESP]
da Silva, Airon J.
Barreto, Marcos C. de Vasconcelos
Nóbrega, Gabriel N.
da Silva, Marcelo Z.
de Souza, Sara F.
Valladares, Gustavo S.
Viana, João Herbert M.
da Silva Terra, Fabricio
Horák-Terra, Ingrid
Fiorio, Peterson R.
da Silva, Rafael C.
Frade Júnior, Elizio F.
Lima, Raimundo H.C.
Alba, José M. Filippini
de Souza Junior, Valdomiro S.
Brefin, Maria De Lourdes Mendonça Santos
Ruivo, Maria De Lourdes P.
Ferreira, Tiago O.
Brait, Marny A.
Caetano, Norton R.
Bringhenti, Idone
de Sousa Mendes, Wanderson
Safanelli, José L.
Guimarães, Clécia C.B.
Poppiel, Raul R.
e Souza, Arnaldo Barros
Quesada, Carlos A.
do Couto, Hilton T. Zarate
author2_role author
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dc.contributor.none.fl_str_mv Universidade de São Paulo (USP)
Federal University of Santa Maria
Universidade Federal de Pernambuco (UFPE)
State University of Maringá
Universidade Federal de Santa Catarina (UFSC)
Federal Rural University of Amazon
University of Brasília
Empresa Brasileira de Pesquisa Agropecuária (EMBRAPA)
CDRS/Secretary of Agriculture of São Paulo State
Federal University of Viçosa
Federal University of Rio Grande do Norte
Agronomic Institute of Campinas (IAC)
Federal Rural University of Amazônia
Federal University of Lavras
Federal University of Mato Grosso
Federal Rural University of Rio de Janeiro
University of Florida
Universidade Estadual Paulista (Unesp)
Universidade Federal de Sergipe (UFS)
Federal Fluminense University
Federal Institute of the Southeast of Minas Gerais
Federal University of Piauí
Federal University of Jequitinhonha e Mucuri Valleys
Federal University of Acre
Federal University of Amazonas
Federal Rural University of Pernambuco
Paraense Emílio Goeldi Museum
Exata Laboratory
Federal University of Rondônia
Nacional Institute for Amazonian Research
dc.contributor.author.fl_str_mv Demattê, José A.M.
Dotto, André Carnieletto
Paiva, Ariane F.S.
Sato, Marcus V.
Dalmolin, Ricardo S.D.
de Araújo, Maria do Socorro B.
da Silva, Elisângela B.
Nanni, Marcos R.
ten Caten, Alexandre
Noronha, Norberto C.
Lacerda, Marilusa P.C.
de Araújo Filho, José Coelho
Rizzo, Rodnei
Bellinaso, Henrique
Francelino, Márcio R.
Schaefer, Carlos E.G.R.
Vicente, Luiz E.
dos Santos, Uemeson J.
de Sá Barretto Sampaio, Everardo V.
Menezes, Rômulo S.C.
de Souza, José João L.L.
Abrahão, Walter A.P.
Coelho, Ricardo M.
Grego, Célia R.
Lani, João L.
Fernandes, Antonio R.
Gonçalves, Deyvison A.M.
Silva, Sérgio H.G.
de Menezes, Michele D.
Curi, Nilton
Couto, Eduardo G.
dos Anjos, Lúcia H.C.
Ceddia, Marcos B.
Pinheiro, Érika F.M.
Grunwald, Sabine
Vasques, Gustavo M.
Marques Júnior, José [UNESP]
da Silva, Airon J.
Barreto, Marcos C. de Vasconcelos
Nóbrega, Gabriel N.
da Silva, Marcelo Z.
de Souza, Sara F.
Valladares, Gustavo S.
Viana, João Herbert M.
da Silva Terra, Fabricio
Horák-Terra, Ingrid
Fiorio, Peterson R.
da Silva, Rafael C.
Frade Júnior, Elizio F.
Lima, Raimundo H.C.
Alba, José M. Filippini
de Souza Junior, Valdomiro S.
Brefin, Maria De Lourdes Mendonça Santos
Ruivo, Maria De Lourdes P.
Ferreira, Tiago O.
Brait, Marny A.
Caetano, Norton R.
Bringhenti, Idone
de Sousa Mendes, Wanderson
Safanelli, José L.
Guimarães, Clécia C.B.
Poppiel, Raul R.
e Souza, Arnaldo Barros
Quesada, Carlos A.
do Couto, Hilton T. Zarate
dc.subject.por.fl_str_mv Pedometrics
Proximal sensing
Spectral sensing
Vis-NIR-SWIR spectroscopy
topic Pedometrics
Proximal sensing
Spectral sensing
Vis-NIR-SWIR spectroscopy
description The present study was developed in a joint partnership with the Brazilian pedometrics community to standardize and evaluate spectra within the 350–2500 nm range of Brazilian soils. The Brazilian Soil Spectral Library (BSSL) began in 1995, creating a protocol to gather soil samples from different locations in Brazil. The BSSL reached 39,284 soil samples from 65 contributors representing 41 institutions from all 26 states. Through the BSSL spectra database, it was possible to estimate important soil attributes, such as clay, sand, soil organic carbon, cation exchange capacity, pH and base saturation, resulting in differences among the multi-scale models taking Brazil (overall), regional and state scale. In general, spectral descriptive and quantitative behavior indicated important relationship with physical, chemical and mineralogical properties. Statistical analyses showed that six basic patterns of spectral signatures represent the Brazilian soils types and that environmental conditions explain the differences in spectra. This study demonstrates that spectroscopy analyses along with the establishment of soil spectral libraries are a powerful technique for providing information on a national and regional levels. We also developed an interactive online platform showing soil sample locations and their contributors. As soil spectroscopy is considered a fast, simple, accurate and nondestructive analytical procedure, its application may be integrated with wet analysis as an alternative to support the sustainable management of soils.
publishDate 2019
dc.date.none.fl_str_mv 2019-10-06T16:42:11Z
2019-10-06T16:42:11Z
2019-11-15
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1016/j.geoderma.2019.05.043
Geoderma, v. 354.
0016-7061
http://hdl.handle.net/11449/189483
10.1016/j.geoderma.2019.05.043
2-s2.0-85070110163
url http://dx.doi.org/10.1016/j.geoderma.2019.05.043
http://hdl.handle.net/11449/189483
identifier_str_mv Geoderma, v. 354.
0016-7061
10.1016/j.geoderma.2019.05.043
2-s2.0-85070110163
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Geoderma
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
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