The Data‐Intensive Farm Management Project: Changing Agronomic Research Through On‐Farm Precision Experimentation
Bullock, David S., Boerngen, Maria, Tao, Haiying, Maxwell, Bruce, Luck, Joe D., Shiratsuchi, Luciano, Puntel, Laila, Martin, Nicolas F.
Published in Agronomy journal (01.11.2019)
Published in Agronomy journal (01.11.2019)
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Journal Article
Predicting Days to Maturity, Plant Height, and Grain Yield in Soybean: A Machine and Deep Learning Approach Using Multispectral Data
Teodoro, Paulo Eduardo, Teodoro, Larissa Pereira Ribeiro, Baio, Fábio Henrique Rojo, da Silva Junior, Carlos Antonio, dos Santos, Regimar Garcia, Ramos, Ana Paula Marques, Pinheiro, Mayara Maezano Faita, Osco, Lucas Prado, Gonçalves, Wesley Nunes, Carneiro, Alexsandro Monteiro, Junior, José Marcato, Pistori, Hemerson, Shiratsuchi, Luciano Shozo
Published in Remote sensing (Basel, Switzerland) (01.11.2021)
Published in Remote sensing (Basel, Switzerland) (01.11.2021)
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Journal Article
Soybean varieties discrimination using non-imaging hyperspectral sensor
da Silva Junior, Carlos Antonio, Nanni, Marcos Rafael, Shakir, Muhammad, Teodoro, Paulo Eduardo, de Oliveira-Júnior, José Francisco, Cezar, Everson, de Gois, Givanildo, Lima, Mendelson, Wojciechowski, Julio Cesar, Shiratsuchi, Luciano Shozo
Published in Infrared physics & technology (01.03.2018)
Published in Infrared physics & technology (01.03.2018)
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Journal Article
UAV imagery data and machine learning: A driving merger for predictive analysis of qualitative yield in sugarcane
Barbosa Júnior, Marcelo Rodrigues, Moreira, Bruno Rafael de Almeida, de Oliveira, Romário Porto, Shiratsuchi, Luciano Shozo, da Silva, Rouverson Pereira
Published in Frontiers in plant science (26.01.2023)
Published in Frontiers in plant science (26.01.2023)
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Journal Article
Machine Learning in the Classification of Soybean Genotypes for Primary Macronutrients’ Content Using UAV–Multispectral Sensor
Santana, Dthenifer Cordeiro, Teixeira Filho, Marcelo Carvalho Minhoto, da Silva, Marcelo Rinaldi, Chagas, Paulo Henrique Menezes das, de Oliveira, João Lucas Gouveia, Baio, Fábio Henrique Rojo, Campos, Cid Naudi Silva, Teodoro, Larissa Pereira Ribeiro, da Silva Junior, Carlos Antonio, Teodoro, Paulo Eduardo, Shiratsuchi, Luciano Shozo
Published in Remote sensing (Basel, Switzerland) (01.03.2023)
Published in Remote sensing (Basel, Switzerland) (01.03.2023)
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Journal Article
Maize Yield Prediction with Machine Learning, Spectral Variables and Irrigation Management
Baio, Fábio Henrique Rojo, Santana, Dthenifer Cordeiro, Teodoro, Larissa Pereira Ribeiro, Oliveira, Izabela Cristina de, Gava, Ricardo, de Oliveira, João Lucas Gouveia, Silva Junior, Carlos Antonio da, Teodoro, Paulo Eduardo, Shiratsuchi, Luciano Shozo
Published in Remote sensing (Basel, Switzerland) (01.01.2023)
Published in Remote sensing (Basel, Switzerland) (01.01.2023)
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Journal Article
UAVs to Monitor and Manage Sugarcane: Integrative Review
Barbosa Júnior, Marcelo Rodrigues, Moreira, Bruno Rafael de Almeida, Brito Filho, Armando Lopes de, Tedesco, Danilo, Shiratsuchi, Luciano Shozo, Silva, Rouverson Pereira da
Published in Agronomy (Basel) (01.03.2022)
Published in Agronomy (Basel) (01.03.2022)
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Journal Article
Soil and satellite remote sensing variables importance using machine learning to predict cotton yield
Carneiro, Franciele Morlin, Filho, Armando Lopes de Brito, Ferreira, Francielle Morelli, Junior, Getulio de Freitas Seben, Brandão, Ziany Neiva, da Silva, Rouverson Pereira, Shiratsuchi, Luciano Shozo
Published in Smart agricultural technology (01.10.2023)
Published in Smart agricultural technology (01.10.2023)
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Journal Article
The Time of Day Is Key to Discriminate Cultivars of Sugarcane upon Imagery Data from Unmanned Aerial Vehicle
Barbosa Júnior, Marcelo Rodrigues, Tedesco, Danilo, Carreira, Vinicius dos Santos, Pinto, Antonio Alves, Moreira, Bruno Rafael de Almeida, Shiratsuchi, Luciano Shozo, Zerbato, Cristiano, Silva, Rouverson Pereira da
Published in Drones (Basel) (01.05.2022)
Published in Drones (Basel) (01.05.2022)
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Journal Article
Object-based image analysis supported by data mining to discriminate large areas of soybean
Silva Junior, Carlos Antonio da, Nanni, Marcos Rafael, Oliveira-Júnior, José Francisco de, Cezar, Everson, Teodoro, Paulo Eduardo, Delgado, Rafael Coll, Shiratsuchi, Luciano Shozo, Shakir, Muhammad, Chicati, Marcelo Luiz
Published in International journal of digital earth (04.03.2019)
Published in International journal of digital earth (04.03.2019)
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Journal Article
19-year remotely sensed data in the forecast of spectral models of the environment
Rossi, Fernando Saragosa, Silva Junior, Carlos Antonio da, Oliveira-Júnior, José Francisco de, Teodoro, Paulo Eduardo, Shiratsuchi, Luciano Shozo, Lima, Mendelson, Teodoro, Larissa Pereira Ribeiro, Tiago, Auana Vicente, Capristo-Silva, Guilherme Fernando
Published in International journal of digital earth (03.08.2021)
Published in International journal of digital earth (03.08.2021)
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Journal Article
SPATIAL DEPENDENCE OF ELECTRICAL CONDUCTIVITY AND CHEMICAL PROPERTIES OF THE SOIL BY ELECTROMAGNETIC INDUCTION
Machado, Flavia Cristina, Montanari, Rafael, Shiratsuchi, Luciano Shozo, Lovera, Lenon Henrique, Lima, Elizeu de Souza
Published in Revista Brasileira de Ciência do Solo (01.08.2015)
Published in Revista Brasileira de Ciência do Solo (01.08.2015)
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Journal Article
Improved grazing activity of dairy heifers in shaded tropical grasslands
Mello, Andréia Cristina Tavares de, Carnevalli, Roberta Aparecida, Shiratsuchi, Luciano Shozo, Pedreira, Bruno Carneiro e, Lopes, Luciano Bastos, Xavier, Diego Batista
Published in Ciência rural (2017)
Published in Ciência rural (2017)
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Journal Article
Integrated sensing and machine learning: Predicting saccharine and bioenergy feedstocks in sugarcane
Barbosa Júnior, Marcelo Rodrigues, Moreira, Bruno Rafael de Almeida, Duron, Dulis, Setiyono, Tri, Shiratsuchi, Luciano Shozo, Silva, Rouverson Pereira da
Published in Industrial crops and products (01.09.2024)
Published in Industrial crops and products (01.09.2024)
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Journal Article
Precision agriculture in the United States: A comprehensive meta-review inspiring further research, innovation, and adoption
Barbosa Júnior, Marcelo Rodrigues, Moreira, Bruno Rafael de Almeida, Carreira, Vinicius dos Santos, Brito Filho, Armando Lopes de, Trentin, Carolina, Souza, Flávia Luize Pereira de, Tedesco, Danilo, Setiyono, Tri, Flores, Joao Paulo, Ampatzidis, Yiannis, Silva, Rouverson Pereira da, Shiratsuchi, Luciano Shozo
Published in Computers and electronics in agriculture (01.06.2024)
Published in Computers and electronics in agriculture (01.06.2024)
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Journal Article
Weed seedbank evaluating method to generate spatial distribution maps
Shiratsuchi, L.S, Antoniol, F.J.R, Rocha, S.R
Published in Journal of environmental science and health. Part B, Pesticides, food contaminants, and agricultural wastes (2005)
Published in Journal of environmental science and health. Part B, Pesticides, food contaminants, and agricultural wastes (2005)
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Journal Article
Conference Proceeding
Water and Nitrogen Effects on Active Canopy Sensor Vegetation Indices
Shiratsuchi, Luciano, Ferguson, Richard, Shanahan, John, Adamchuk, Viacheslav, Rundquist, Donald, Marx, David, Slater, Glen
Published in Agronomy journal (01.11.2011)
Published in Agronomy journal (01.11.2011)
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Journal Article
Adding random points to sampling grids to improve the quality of soil fertility maps
Baio, Fábio Henrique Rojo, Alixame, Danieli, Neves, Danilo Carvalho, Teodoro, Larissa Pereira Ribeiro, da Silva Júnior, Carlos Antonio, Shiratsuchi, Luciano Shozo, de Oliveira, Job Teixeira, Teodoro, Paulo Eduardo
Published in Precision agriculture (01.10.2023)
Published in Precision agriculture (01.10.2023)
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Journal Article
Variabilidade genética e ecológica de Stylosanthes macrocephala determinadas por RAPD e SIG
Barros, Ana Maria(Embrapa Cerrados), Faleiro, Fábio Gelape(Embrapa Cerrados), Karia, Cláudio Takao(Embrapa Cerrados), Shiratsuchi, Luciano Shozo(Embrapa Cerrados), Andrade, Ronaldo Pereira de(Embrapa Cerrados), Lopes, George Kihoma Britto(Embrapa Cerrados)
Published in Pesquisa agropecuaria brasileira (2005)
Published in Pesquisa agropecuaria brasileira (2005)
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Journal Article