Search Results - "Elpidio Inácio Fernandes Filho"

Prediction of Burned Areas Using the Random Forest Classifier in the Minas Gerais State by Santos, Eliana Elizabet dos, Sena, Nathalie Cruz, Balestrin, Diego, Fernandes Filho, Elpidio Inácio, Costa, Liovando Marciano da, Zeferino, Leiliane Bozzi

“…Abstract Fire behavior prediction models can assist environmental agencies with fire prevention and control. This study aimed to adjust a fire prediction model…”
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Does environmental data increase the accuracy of land use and land cover classification? by Zeferino, Leiliane Bozzi, Souza, Ligia Faria Tavares de, Amaral, Cibele Hummel do, Fernandes Filho, Elpidio Inácio, Oliveira, Teogenes Senna de

“…•Environmental information together spectral data is an alternative to geolocalization of land use and land cover.•Omission and commission errors can be…”
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Land use capability at recharge zones by Calegario, Arthur Telles, Pereira, Luis Flávio, Oliveira da Silva, Laksme Narayana, Laurentiz de Araújo, Uriel, David da Silva, Demetrius, Pereira, Silvio Bueno, Castro Oliveira, Guilherme, Inácio Fernandes Filho, Elpidio, Monteiro, Luane Ines Brito, Aitkenhead, Matt

“…Summary Land use capability systems do not present any considerations regarding recharge zones (RZs). To improve conservation planning, the objective of this…”
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Reference evapotranspiration of Brazil modeled with machine learning techniques and remote sensing by Dias, Santos Henrique Brant, Filgueiras, Roberto, Fernandes Filho, Elpídio Inácio, Arcanjo, Gemima Santos, Silva, Gustavo Henrique da, Mantovani, Everardo Chartuni, Cunha, Fernando França da

“…Reference evapotranspiration (ETo) is a fundamental parameter for hydrological studies and irrigation management. The Penman-Monteith method is the standard to…”
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Management Recommendation Generation for Areas Under Forest Restoration Process through Images Obtained by UAV and LiDAR by Reis, Bruna Paolinelli, Martins, Sebastião Venâncio, Fernandes Filho, Elpídio Inácio, Sarcinelli, Tathiane Santi, Gleriani, José Marinaldo, Marcatti, Gustavo Eduardo, Leite, Helio Garcia, Halassy, Melinda

“…Evaluating and monitoring forest areas during a restoration process is indispensable to estimate the success or failure of management intervention and to…”
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Multivariate adaptive regression splines (MARS) applied to daily reference evapotranspiration modeling with limited weather data by Ferreira, Lucas Borges, Duarte, Anunciene Barbosa, Cunha, Fernando França da, Fernandes Filho, Elpídio Inácio

“…Estimation of reference evapotranspiration (ETo) is very relevant for water resource management. The Penman-Monteith (PM) equation was proposed by the Food and…”
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Multivariate Analysis and Machine Learning in Properties of Ultisols (Argissolos) of Brazilian Amazon by Cristiano Marcelo Pereira de Souza, André Thomazini, Carlos Ernesto Gonçalves Reynaud Schaefer, Gustavo Vieira Veloso, Guilherme Musse Moreira, Elpídio Inácio Fernandes Filho

“…Ultisols are the most common soil order in the Brazilian Amazon. The Legal Amazon (LA) has an area of 5 × 106 km2, with few accessible areas, which restricts…”
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TIMBER VOLUME ESTIMATION BY USING TERRESTRIAL LASER SCANNING: METHOD IN HYPERDIVERSE SECONDARY FORESTS by Viana, Aguida Beatriz Travaglia, Torres, Carlos Moreira Miquelino Eleto, Amaral, Cibele Humel do, Fernandes Filho, Elpídio Inácio, Soares, Carlos Pedro Boechat, Santana, Felipe Carvalho, Timo, Lucas Brandão, Rocha, Samuel José Silva Soares da

“…ABSTRACT High accuracy in timber volume estimation in tropical forests is required to support sustainable management. Terrestrial laser scanners (TLS) can…”
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Digital Soil Mapping of Soil Properties in the “Mar de Morros” Environment Using Spectral Data by Patrícia Morais da Matta Campbell, Elpídio Inácio Fernandes Filho, Márcio Rocha Francelino, José Alexandre Melo Demattê, Marcos Gervasio Pereira, Clécia Cristina Barbosa Guimarães and, Luiz Alberto da Silva Rodrigues Pinto

“…ABSTRACT Quantification of soil properties is essential for better understanding of the environment and better soil management. The conventional techniques of…”
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Crop NDVI Monitoring Based on Sentinel 1 by Filgueiras, Roberto, Mantovani, Everardo Chartuni, Althoff, Daniel, Fernandes Filho, Elpídio Inácio, Cunha, Fernando França da

“…Monitoring agricultural crops is necessary for decision-making in the field. However, it is known that in some regions and periods, cloud cover makes this…”
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Laser scanner technology in the assessment of mining tailings surface changes and rehabilitation interventions after the Fundão dam rupture, Brazil by dos Santos, Eliana Elizabet, Francelino, Márcio Rocha, Siqueiraa, Rafael Gomes, Schaefer, Carlos Ernesto Gonçalves Reynaud, Santana, Felipe Carvalho, Filho, Elpídio Inácio Fernandes

“…In this work, we evaluated the changes that occurred by the deposition of the tailings, and the consequences after the implementation of rehabilitation…”
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Digital mapping of soil attributes using machine learning by Campbell, Patrícia Morais da Matta, Francelino, Márcio Rocha, Fernandes Filho, Elpídio Inácio, Rocha, Pablo de Azevedo, Azevedo, Bruno Campbell de

“…Mapping the chemical attributes of the soil on a large scale can result in gains when planning the use and occupation of the land. There are different…”
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New approach to determining the surface temperature without thermal band of satellites by Filgueiras, Roberto, Mantovani, Everardo Chartuni, Dias, Santos Henrique Brant, Fernandes Filho, Elpidio Inácio, Cunha, Fernando França da, Neale, Christopher Michael Usher

“…•Surface temperature is predicted with machine learning algorithms and optical images.•With Sentinel 2 images, the current evapotranspiration can be…”
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Fire in the Atlantic Rainforest: an analysis of 20 years of fire foci distribution and their social-ecological drivers by de Assis Barros, Luizmar, Mendonça, Bruno Araujo Furtado de, Sothe, Camile, Fernandes Filho, Elpidio Inácio, Elkin, Ché

“…The Atlantic Rainforest biome, where fire events were originally less frequent, is now increasingly at risk of burning due to anthropogenic influences on the…”
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Relative Radiometric Normalization for the PlanetScope Nanosatellite Constellation Based on Sentinel-2 Images by Dias, Rafael Luís Silva, Amorim, Ricardo Santos Silva, da Silva, Demetrius David, Fernandes-Filho, Elpídio Inácio, Veloso, Gustavo Vieira, Macedo, Ronam Henrique Fonseca

“…Detecting and characterizing continuous changes on Earth’s surface has become critical for planning and development. Since 2016, Planet Labs has launched…”
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Climate and soils at the Brazilian semiarid and the forest-Caatinga problem: new insights and implications for conservation by de Castro Oliveira, Guilherme, Francelino, Márcio Rocha, Arruda, Daniel Meira, Fernandes-Filho, Elpídio Inácio, Schaefer, Carlos Ernesto Gonçalves Reynaud

“…This study aimed to test two hypotheses: (i) on the Brazilian semiarid territory, the climate has greater weight as a driver of vegetation than the soil and;…”
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Variability in soil physical properties in landslide-prone areas by Fonseca, Leticia D’Agosto Miguel, Lani, Joao Luiz, Fernandes Filho, Elpídio Inácio, Santos, Gerson Rodrigues dos, Ferreira, Williams Pinto Marques, Santos, Adriana Maria Rocha Trancoso

“…The present study aimed to evaluate the relationship between the physical properties of the soil and relief in areas that are susceptible to landslides in the…”
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Chemical weathering detection in the periglacial landscapes of Maritime Antarctica: New approach using geophysical sensors, topographic variables and machine learning algorithms by de Mello, Danilo César, Veloso, Gustavo Vieira, Moquedace, Cassio Marques, de Angeli Oliveira, Isabelle, Francelino, Márcio Rocha, de Oliveira, Fabio Soares, de Souza, José João Lelis Leal, Gomes, Lucas Carvalho, Schaefer, Carlos Ernesto Gonçalves Reynaud, Fernandes-Filho, Elpídio Inácio, de Medeiros Júnior, Edgar Batista, Demattê, José Alexandre Melo

“…•The chemical weathering intensity in Maritime Antarctica is modeled.•A geophysical survey and lithological characteristics as input data.•Proximal geophysical…”
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Sentinel-1 Imagery Used for Estimation of Soil Organic Carbon by Dual-Polarization SAR Vegetation Indices by Santos, Erli Pinto dos, Moreira, Michel Castro, Fernandes-Filho, Elpídio Inácio, Demattê, José Alexandre M., Dionizio, Emily Ane, Silva, Demetrius David da, Cruz, Renata Ranielly Pedroza, Moura-Bueno, Jean Michel, Santos, Uemeson José dos, Costa, Marcos Heil

“…Despite optical remote sensing (and the spectral vegetation indices) contributions to digital soil-mapping studies of soil organic carbon (SOC), few studies…”
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Digital Soil Mapping Using Machine Learning Algorithms in a Tropical Mountainous Area by Martin Meier, Eliana de Souza, Marcio Rocha Francelino, Elpídio Inácio Fernandes Filho, Carlos Ernesto Gonçalves Reynaud Schaefer

“…Increasingly, applications of machine learning techniques for digital soil mapping (DSM) are being used for different soil mapping purposes. Considering the…”
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