The Brazilian Soil Spectral Library (BSSL): a general view, application and challenges
Autor: | José João Lelis Leal de Souza, João Herbert Moreira Viana, Marilusa Pinto Coelho Lacerda, Nilton Curi, Gabriel Nuto Nóbrega, Rafael Carvalho da Silva, Antonio Rodrigues Fernandes, Peterson Ricardo Fiorio, Alexandre ten Caten, Norton Roberto Caetano, Ingrid Horák-Terra, Fabrício da Silva Terra, José Alexandre Melo Demattê, Raúl Roberto Poppiel, Eduardo Guimarães Couto, Sabine Grunwald, José Maria Filippini Alba, Uemeson José dos Santos, Sara Fernandes Flor de Souza, Ricardo Marques Coelho, Elizio F. Frade Júnior, Márcio Rocha Francelino, Hilton T. Zarate do Couto, Marcus Vinicius Sato, Arnaldo Barros e Souza, Carlos Ernesto Gonçalves Reynaud Schaefer, Airon José da Silva, Érika Flávia Machado Pinheiro, Maria do Socorro Bezerra de Araújo, Raimundo Humberto Cavalcante Lima, Wanderson de Sousa Mendes, Rodnei Rizzo, Elisângela Benedet da Silva, Norberto Cornejo Noronha, Marcelo Z. da Silva, Idone Bringhenti, Carlos A. Quesada, Ricardo Simão Diniz Dalmolin, Luiz Eduardo Vicente, José Coelho de Araújo Filho, Célia Regina Grego, André Carnieletto Dotto, Everardo Valadares de Sá Barretto Sampaio, Valdomiro Severino de Souza Júnior, Marny A. Brait, Tiago Osório Ferreira, Gustavo Souza Valladares, Walter Antônio Pereira Abrahão, Sérgio Henrique Godinho Silva, Lúcia Helena Cunha dos Anjos, Maria De Lourdes Mendonça Santos Brefin, Ariane Francine da Silveira Paiva, Gustavo M. Vasques, Rômulo Simões Cezar Menezes, Deyvison A.M. Gonçalves, João Luiz Lani, Maria De Lourdes P. Ruivo, José Marques Júnior, Clécia Cristina Barbosa Guimarães, Marcos Cabral de Vasconcelos Barreto, Marcos Rafael Nanni, Marcos Bacis Ceddia, Henrique Bellinaso, Michele Duarte de Menezes, José Lucas Safanelli |
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Přispěvatelé: | 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 |
Rok vydání: | 2019 |
Předmět: |
Spectral signature
Soil test Pedometrics Soil Science Sample (statistics) Soil science 04 agricultural and veterinary sciences Soil carbon 010501 environmental sciences 01 natural sciences SOLOS Sustainable management Vis-NIR-SWIR spectroscopy Soil water 040103 agronomy & agriculture Cation-exchange capacity 0401 agriculture forestry and fisheries Environmental science Proximal sensing Spectral sensing 0105 earth and related environmental sciences |
Zdroj: | Repositório Institucional da USP (Biblioteca Digital da Produção Intelectual) Universidade de São Paulo (USP) instacron:USP Scopus Repositório Institucional da UNESP Universidade Estadual Paulista (UNESP) instacron:UNESP |
Popis: | Made available in DSpace on 2019-10-06T16:42:11Z (GMT). No. of bitstreams: 0 Previous issue date: 2019-11-15 Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq) Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP) 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. Department of Soil Science Luiz de Queiroz College of Agriculture (ESALQ) University of São Paulo (USP), Ave. Pádua Dias 11, Cx. Postal 9 Department of Soil Federal University of Santa Maria, Av. Roraima 1000 Geographical Sciences Department Federal University of Pernambuco, Av. Ac. Hélio Ramos, s/n Department of Agronomy State University of Maringá, Av. Colombo 5790 Department of Agriculture Biodiversity and Forestry Federal University of Santa Catarina, Rodovia Ulysses Gaboardi 3000 - Km 3 Federal Rural University of Amazon, Ave. Presidente Tancredo Neves 2501 Faculty of Agronomy and Veterinary Medicine University of Brasília EMBRAPA - Solos, R. Antônio Falcão, 402, Boa Viagem Center of Nuclear Energy in Agriculture (CENA) USP, Av. Centenário 303 CDRS/Secretary of Agriculture of São Paulo State, R. Campos Salles 507 Department of Soils Federal University of Viçosa, Ave. Peter Henry Rolfs s/n EMBRAPA – Informática Agropecuária, Ave. André Tosello, 209 Department of Nuclear Energy Federal University of Pernambuco, Av. Prof. Luis Freire 1000 Department of Geography Federal University of Rio Grande do Norte, R. Joaquim Gregório s/n Agronomic Institute of Campinas (IAC), Ave. Barão de Itapura 1481 Institute of Agricultural Sciences Federal Rural University of Amazônia, Ave. Presidente Tancredo Neves 2501, 66.077-830 Department of Soil Science Federal University of Lavras Federal University of Mato Grosso, Cuiabá, Av. Fernando Corrêa da Costa 2367 Department of Soils Federal Rural University of Rio de Janeiro, Rodovia BR 465, Km 07 s/n Soil and Water Sciences Department University of Florida, 2181 McCarty Hallr, PO Box 110290 EMBRAPA - Solos, R. Jardim Botânico, 1024 Department of Soils and Fertilizers School of Agricultural and Veterinary Studies São Paulo State University (FCAV-UNESP), Via de Acesso Prof. Paulo Donato Castellane s/n Federal University of Sergipe, Av. Marechal Rondon s/n Graduate Program in Earth Sciences (Geochemistry) Department of Geochemistry Federal Fluminense University, Outeiro São João Batista, s/n Federal Institute of the Southeast of Minas Gerais, R. Monsenhor José Augusto 204 Federal University of Rio Grande do Norte, R. Joaquim Gregório s/n Federal University of Piauí EMBRAPA Milho e Sorgo, Rod MG 424 Km 45 Institute of Agricultural Sciences Federal University of Jequitinhonha e Mucuri Valleys, Ave. Ver. João Narciso 1380 Department of Biosystems Engineering ESALQ USP, Ave. Pádua Dias 11, Cx. Postal 9 Federal University of Acre, Rodovia BR 364 Km 04 Federal University of Amazonas, Av. General Rodrigo O. J. Ramos 1200 EMBRAPA Clima Temperado, BR-392, km 78 Department of Agronomy Federal Rural University of Pernambuco, R. Manuel de Medeiros s/n EMBRAPA Cocais, Quadra 11, Av. São Luís Rei de França 4 Paraense Emílio Goeldi Museum, Av. Gov. Magalhães Barata 376 Exata Laboratory, Rua Silvestre Carvalho Q 11 Federal University of Rondônia, BR 364, Km 9.5 Nacional Institute for Amazonian Research, Ave. André Araújo 2936 Department of Forestry Sciences ESALQ-USP, Ave. Pádua Dias 11, Cx. Postal 9 Department of Soils and Fertilizers School of Agricultural and Veterinary Studies São Paulo State University (FCAV-UNESP), Via de Acesso Prof. Paulo Donato Castellane s/n FAPESP: 2014/22262-0 FAPESP: 2016/26176-6 FAPESP: 2017/03207-6 |
Databáze: | OpenAIRE |
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