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Material Type: Artigo
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Could Airborne Geophysical Data Be Used to Improve Predictive Modeling of Agronomic Soil Properties in Tropical Hillslope Area?Bastos, Blenda P. ; Pinheiro, Helena S. K. ; Ferreira, Francisco J. F. ; Carvalho Junior, Waldir de ; dos Anjos, Lúcia Helena C.Remote sensing (Basel, Switzerland), 2023-08, Vol.15 (15), p.3719 [Periódico revisado por pares]Basel: MDPI AGTexto completo disponível |
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Material Type: Artigo
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Prediction of Soil Physical and Chemical Properties by Visible and Near-Infrared Diffuse Reflectance Spectroscopy in the Central AmazonPinheiro, Érika ; Ceddia, Marcos ; Clingensmith, Christopher ; Grunwald, Sabine ; Vasques, GustavoRemote sensing (Basel, Switzerland), 2017-04, Vol.9 (4), p.293 [Periódico revisado por pares]Basel: MDPI AGTexto completo disponível |
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Material Type: Artigo
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A Machine Learning Framework to Predict Nutrient Content in Valencia-Orange Leaf Hyperspectral MeasurementsOsco, Lucas Prado ; Ramos, Ana Paula Marques ; Faita Pinheiro, Mayara Maezano ; Moriya, Érika Akemi Saito ; Imai, Nilton Nobuhiro ; Estrabis, Nayara ; Ianczyk, Felipe ; Araújo, Fábio Fernando de ; Liesenberg, Veraldo ; Jorge, Lúcio André de Castro ; Li, Jonathan ; Ma, Lingfei ; Gonçalves, Wesley Nunes ; Marcato Junior, José ; Eduardo Creste, JoséRemote sensing (Basel, Switzerland), 2020-03, Vol.12 (6), p.906 [Periódico revisado por pares]Basel: MDPI AGTexto completo disponível |
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Material Type: Artigo
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Use of Airborne Radar Images and Machine Learning Algorithms to Map Soil Clay, Silt, and Sand Contents in Remote Areas under the Amazon RainforestFerreira, Ana Carolina de S. ; Ceddia, Marcos B. ; Costa, Elias M. ; Pinheiro, Érika F. M. ; Nascimento, Mariana Melo do ; Vasques, Gustavo M.Remote sensing (Basel, Switzerland), 2022-11, Vol.14 (22), p.5711 [Periódico revisado por pares]Basel: MDPI AGTexto completo disponível |
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Material Type: Artigo
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Toward Automated Machine Learning-Based Hyperspectral Image Analysis in Crop Yield and Biomass EstimationLi, Kai-Yun ; Sampaio de Lima, Raul ; Burnside, Niall G. ; Vahtmäe, Ele ; Kutser, Tiit ; Sepp, Karli ; Cabral Pinheiro, Victor Henrique ; Yang, Ming-Der ; Vain, Ants ; Sepp, KalevRemote sensing (Basel, Switzerland), 2022-03, Vol.14 (5), p.1114 [Periódico revisado por pares]Basel: MDPI AGTexto completo disponível |
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Material Type: Artigo
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Soil Carbon Stock and Particle Size Fractions in the Central Amazon Predicted from Remotely Sensed Relief, Multispectral and Radar DataCeddia, Marcos B ; Gomes, Andrea S ; Vasques, Gustavo M ; Pinheiro, erika F MRemote sensing (Basel, Switzerland), 2017-02, Vol.9 (2), p.124-124 [Periódico revisado por pares]Basel: MDPI AGTexto completo disponível |
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Material Type: Artigo
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Radiometric Re-Compensation of Sentinel-1 SAR Data Products for Artificial Biases due to Antenna Pattern ChangesSchmidt, Kersten ; Schwerdt, Marco ; Hajduch, Guillaume ; Vincent, Pauline ; Recchia, Andrea ; Pinheiro, MurielRemote sensing (Basel, Switzerland), 2023-03, Vol.15 (5), p.1377 [Periódico revisado por pares]Basel: MDPI AGTexto completo disponível |
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Material Type: Artigo
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Assessment of Phytoecological Variability by Red-Edge Spectral Indices and Soil-Landscape RelationshipsPinheiro, Helena S. K. ; Barbosa, Theresa P. R. ; Antunes, Mauro A. H. ; Carvalho, Daniel Costa de ; Nummer, Alexis R. ; Carvalho Junior, Waldir de ; Chagas, Cesar da Silva ; Fernandes-Filho, Elpídio I. ; Pereira, Marcos GervasioRemote sensing (Basel, Switzerland), 2019-10, Vol.11 (20), p.2448 [Periódico revisado por pares]Basel: MDPI AGTexto completo disponível |
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Material Type: Artigo
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Investigating the Long-Range Transport of Aerosol Plumes Following the Amazon Fires (August 2019): A Multi-Instrumental Approach from Ground-Based and Satellite ObservationsBencherif, Hassan ; Bègue, Nelson ; Kirsch Pinheiro, Damaris ; du Preez, David Jean ; Cadet, Jean-Maurice ; da Silva Lopes, Fábio Juliano ; Shikwambana, Lerato ; Landulfo, Eduardo ; Vescovini, Thomas ; Labuschagne, Casper ; Silva, Jonatan João ; Anabor, Vagner ; Coheur, Pierre-François ; Mbatha, Nkanyiso ; Hadji-Lazaro, Juliette ; Sivakumar, Venkataraman ; Clerbaux, CathyRemote sensing (Basel, Switzerland), 2020-11, Vol.12 (22), p.3846 [Periódico revisado por pares]Basel: MDPI AGTexto completo disponível |
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Material Type: Artigo
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Post-Hurricane Damage Severity Classification at the Individual Tree Level Using Terrestrial Laser Scanning and Deep LearningKlauberg, Carine ; Vogel, Jason ; Dalagnol, Ricardo ; Ferreira, Matheus Pinheiro ; Hamamura, Caio ; Broadbent, Eben ; Silva, Carlos AlbertoRemote sensing (Basel, Switzerland), 2023-02, Vol.15 (4), p.1165 [Periódico revisado por pares]Basel: MDPI AGTexto completo disponível |