Retrieving pedologist's mental model from existing soil map and comparing data mining tools for refining a larger area map under similar environmental conditions in Southeastern Brazil
Silva, Sérgio Henrique Godinho, Menezes, Michele Duarte de, Owens, Phillip Ray, Curi, Nilton
Published in Geoderma (01.04.2016)
Published in Geoderma (01.04.2016)
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Journal Article
Proximal Sensing and Digital Terrain Models Applied to Digital Soil Mapping and Modeling of Brazilian Latosols (Oxisols)
Silva, Sergio Henrique Godinho, Poggere, Giovana Clarice, de Menezes, Michele Duarte, Carvalho, Geila Santos, Guilherme, Luiz Roberto Guimaraes, Curi, Nilton
Published in Remote sensing (Basel, Switzerland) (01.08.2016)
Published in Remote sensing (Basel, Switzerland) (01.08.2016)
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Journal Article
Digital soil mapping including additional point sampling in Posses ecosystem services pilot watershed, southeastern Brazil
Silva, Bárbara Pereira Christofaro, Silva, Marx Leandro Naves, Avalos, Fabio Arnaldo Pomar, de Menezes, Michele Duarte, Curi, Nilton
Published in Scientific reports (24.09.2019)
Published in Scientific reports (24.09.2019)
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Journal Article
Proximal sensors for modeling clay mineralogy and characterization of soil textural fractions developed from contrasting parent materials
Silva, Fernanda Magno, Silva, Sérgio Henrique Godinho, Andrade, Renata, Coblinski, João Augusto, Inda, Alberto Vasconcellos, Frosi, Gustavo, Lima, Suane de Souza Franco, Menezes, Michele Duarte de, Tavares, Tiago Rodrigues, Guilherme, Luiz Roberto Guimarães, Weindorf, David C., Curi, Nilton
Published in Catena (Giessen) (01.06.2024)
Published in Catena (Giessen) (01.06.2024)
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Journal Article
Multiple linear regression and random forest to predict and map soil properties using data from portable X-ray fluorescence spectrometer (pXRF)
Silva, Sérgio Henrique Godinho, Teixeira, Anita Fernanda dos Santos, Menezes, Michele Duarte de, Guilherme, Luiz Roberto Guimarães, Moreira, Fatima Maria de Souza, Curi, Nilton
Published in Ciência e agrotecnologia (01.12.2017)
Published in Ciência e agrotecnologia (01.12.2017)
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Journal Article
Soil parent material spatial modeling at high resolution from proximal sensing and machine learning: A pilot study
Pierangeli, Luiza Maria Pereira, Silva, Sérgio Henrique Godinho, Teixeira, Anita Fernanda dos Santos, Mancini, Marcelo, Andrade, Renata, Menezes, Michele Duarte de, Sirbescu, Mona-Liza C., Marques, João José, Weindorf, David C., Curi, Nilton
Published in Journal of South American earth sciences (01.09.2023)
Published in Journal of South American earth sciences (01.09.2023)
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Journal Article
Disposal of solid waste from civil construction: a screening proposal for a suitability system and case study in Nepomuceno, Minas Gerais
Luana Sousa Costa, Marcelo Henrique Procópio Pelegrino, Bruno Silva Villela, Maria Eduarda Carvalho Monteiro, Raísa Brito Vilela, Daniela de Fátima Pedroso, Iris Helena Antunes Naime, Ivan Massimo Pereira Leite, Bruno Montoani Silva, Nilton Curi, Michele Duarte de Menezes
Published in Revista Brasileira de Ciência do Solo (01.01.2024)
Published in Revista Brasileira de Ciência do Solo (01.01.2024)
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Journal Article
Digital mapping of soil classes in Southeast Brazil: environmental covariate selection, accuracy, and uncertainty
Carvalho Monteiro, Maria Eduarda, Avalos, Fábio Pomar, Procópio Pelegrino, Marcelo Henrique, Brito Vilela, Raísa, Weimar Acerbi Júnior, Fausto, Bueno, Inácio Thomaz, Li, Nan, Godinho Silva, Sérgio Henrique, Giasson, Elvio, Curi, Nilton, Duarte de Menezes, Michele
Published in Journal of South American earth sciences (01.12.2023)
Published in Journal of South American earth sciences (01.12.2023)
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Journal Article
Determination of vegetation cover index under different soil management systems of cover plants by using an unmanned aerial vehicle with an onboard digital photographic camera
Beniaich, Adnane, Silva, Marx Leandro Naves, Avalos, Fabio Arnaldo Pomar, Menezes, Michele Duarte de, Cândido, Bernardo Moreira
Published in Semina. Ciências agrárias : revista cultural e científica da Universidade Estadual de Londrina (15.02.2019)
Published in Semina. Ciências agrárias : revista cultural e científica da Universidade Estadual de Londrina (15.02.2019)
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Journal Article
Soil type spatial prediction from Random Forest: different training datasets, transferability, accuracy and uncertainty assessment
Machado, Diego Fernandes Terra, Silva, Sérgio Henrique Godinho, Curi, Nilton, Menezes, Michele Duarte de
Published in Scientia agricola (01.05.2019)
Published in Scientia agricola (01.05.2019)
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Journal Article
X-ray fluorescence spectrometry applied to digital mapping of soil fertility attributes in tropical region with elevated spatial variability
BENEDET, LUCAS, NILSSON, MATHEUS S., SILVA, SÉRGIO HENRIQUE G., PELEGRINO, MARCELO H.P., MANCINI, MARCELO, MENEZES, MICHELE D. DE, GUILHERME, LUIZ ROBERTO G., CURI, NILTON
Published in Anais da Academia Brasileira de Ciências (01.01.2021)
Published in Anais da Academia Brasileira de Ciências (01.01.2021)
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Journal Article
Evaluation of Synthetic-Temporal Imagery as an Environmental Covariate for Digital Soil Mapping: A Case Study in Soils under Tropical Pastures
Avalos, Fabio Arnaldo Pomar, de Menezes, Michele Duarte, Acerbi Júnior, Fausto Weimar, Curi, Nilton, Avanzi, Junior Cesar, Silva, Marx Leandro Naves
Published in Resources (Basel) (01.02.2024)
Published in Resources (Basel) (01.02.2024)
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Journal Article
Land use capability classification adaptation in low and intermediate technology farming systems: A soil erosion indicator
Taveira, Luís R. S., Weindorf, David C., De Menezes, Michele D., de Carvalho, Teotonio Soares, Da Motta, Paulo Emílio F., Teixeira, Anita Fernanda dos Santos, Curi, Nilton, Aitkenhead, Matt
Published in Soil use and management (01.01.2021)
Published in Soil use and management (01.01.2021)
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Journal Article
Pedology-based management class establishment: a study case in Brazilian coffee crops
Gonçalves, Mariana Gabriele Marcolino, Avalos, Fabio Arnaldo Pomar, dos Reis, Josimar Vieira, Costa, Milton Verdade, Silva, Sérgio Henrique Godinho, Poggere, Giovana Clarice, Curi, Nilton, de Menezes, Michele Duarte
Published in Precision agriculture (01.06.2022)
Published in Precision agriculture (01.06.2022)
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Journal Article
GIS and fuzzy logics in establishing new potential areas for winter wines (Syrah cv.) cultivation in tropical conditions of southeastern Brazil
Marcolino Gonçalves, Mariana Gabriele, Alves Caldeira Brant, Luciana, Vieira da Mota, Renata, Peregrino, Isabela, Rita de Souza, Claudia, de Albuquerque Regina, Murillo, Vasconcellos Inda Junior, Alberto, Fruett dos Santos, Tatiele, Procópio Pelegrino, Marcelo Henrique, Curi, Nilton, Duarte de Menezes, Michele
Published in Applied geography (Sevenoaks) (01.04.2022)
Published in Applied geography (Sevenoaks) (01.04.2022)
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Journal Article
Proximal sensor-enhanced soil mapping in complex soil-landscape areas of Brazil
SILVA, Sérgio H.G., WEINDORF, David C., FARIA, Wilson M., PINTO, Leandro C., MENEZES, Michele D., GUILHERME, Luiz R.G., CURI, Nilton
Published in Pedosphere (01.08.2021)
Published in Pedosphere (01.08.2021)
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Journal Article
Combining Proximal and Remote Sensors in Spatial Prediction of Five Micronutrients and Soil Texture in a Case Study at Farmland Scale in Southeastern Brazil
Pierangeli, Luiza Maria Pereira, Silva, Sérgio Henrique Godinho, Teixeira, Anita Fernanda dos Santos, Mancini, Marcelo, Andrade, Renata, de Menezes, Michele Duarte, Marques, João José, Weindorf, David C., Curi, Nilton
Published in Agronomy (Basel) (01.10.2022)
Published in Agronomy (Basel) (01.10.2022)
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Journal Article
A Technique for Low Cost Soil Mapping and Validation Using Expert Knowledge on a Watershed in Minas Gerais, Brazil
Godinho Silva, Sérgio Henrique, Owens, Phillip Ray, Duarte de Menezes, Michele, Reis Santos, Walbert Junior, Curi, Nilton
Published in Soil Science Society of America journal (01.07.2014)
Published in Soil Science Society of America journal (01.07.2014)
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Journal Article
Bulk Density Prediction for Histosols and Soil Horizons with High Organic Matter Content
Beutler, Sidinei Julio, Pereira, Marcos Gervasio, Tassinari, Wagner de Souza, Menezes, Michele Duarte de, Valladares, Gustavo Souza, Anjos, Lúcia Helena Cunha dos
Published in Revista Brasileira de Ciência do Solo (2017)
Published in Revista Brasileira de Ciência do Solo (2017)
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