Search Results - "Renno, Camilo Daleles"
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Object Based Image Analysis and Data Mining applied to a remotely sensed Landsat time-series to map sugarcane over large areas
Published in Remote sensing of environment (01-08-2012)“…The aim of this research was to develop a methodology for contributing in the automation of sugarcane mapping over large areas, with time-series of remotely…”
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Validation of Satellite Rainfall Products over a Mountainous Watershed in a Humid Subtropical Climate Region of Brazil
Published in Remote sensing (Basel, Switzerland) (01-12-2017)“…Remote sensing allows for the continuous and repetitive measurement of rainfall values. Satellite rainfall products such as Tropical Rainfall Measurement…”
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Land use and land cover as a conditioning factor in landslide susceptibility: a literature review
Published in Landslides (01-05-2023)“…Landslide occurrence has become increasingly influenced by human activities. Accordingly, changing land use and land cover (LULC) is an important conditioning…”
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HAND, a new terrain descriptor using SRTM-DEM: Mapping terra-firme rainforest environments in Amazonia
Published in Remote sensing of environment (15-09-2008)“…Optical imagery can reveal spectral properties of forest canopy, which rarely allows for finding accurate correspondence of canopy features with soils and…”
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Consideration of spatial heterogeneity in landslide susceptibility mapping using geographical random forest model
Published in Geocarto international (13-12-2022)“…Most previous studies of landslide susceptibility mapping (LSM) have not contemplated spatial heterogeneity and the commonly used models for LSM are aspatial,…”
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Linear Spectral Mixing Model for Identifying Potential Missing Endmembers in Spectral Mixture Analysis
Published in IEEE transactions on geoscience and remote sensing (01-05-2014)“…A problem that is frequently arising in the spectral mixture analysis is how to correctly identify the endmembers present in the scene. In the analysis of…”
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Drivers of metacommunity structure diverge for common and rare Amazonian tree species
Published in PloS one (20-11-2017)“…We analysed the flora of 46 forest inventory plots (25 m x 100 m) in old growth forests from the Amazonian region to identify the role of environmental…”
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Modelling the surface circulation and thermal structure of a tropical reservoir using three‐dimensional hydrodynamic lake model and remote‐sensing data
Published in Water and environment journal : WEJ (01-12-2014)“…Diurnal variations in surface circulation, heat budget and thermal structure were investigated in a tropical reservoir using a synergistic approach that…”
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Landslide Scars Detection using Remote Sensing and Pattern Recognition Techniques: Comparison Among Artificial Neural Networks, Gaussian Maximum Likelihood, Random Forest, and Support Vector Machine Classifiers
Published in Revista brasileira de cartografia (16-11-2020)“…Landslide inventory is an essential tool to support disaster risk mitigation. The inventory is usually obtained via conventional methods, as visual…”
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Window Regression: A Spatial-Temporal Analysis to Estimate Pixels Classified as Low-Quality in MODIS NDVI Time Series
Published in Remote sensing (Basel, Switzerland) (01-04-2014)“…MODerate resolution Imaging Spectroradiometer (MODIS) data are largely used in multitemporal analysis of various Earth-related phenomena, such as vegetation…”
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Proposal for a remote sensing trophic state index based upon Thematic Mapper/Landsat images/Proposta de um indicador de estado trófico a partir de imagens do sensor TM/Landsat
Published in Revista ambiente & água (01-09-2013)“…This work proposes a trophic state index based on the remote sensing retrieval of chlorophyll-α concentration. For that, in situ Bidirectional Reflectance…”
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Terrahydro - A distributed hydrological system using graph structure for unified water flow representation
Published in 2011 IEEE International Geoscience and Remote Sensing Symposium (01-07-2011)“…This paper presents TerraHydro, a Distributed Hydrological System created to develop hydrographic basin water flow GIS applications. TerraHydro proposes a…”
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Conference Proceeding -
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Land use and land cover changes without invalid transitions: A case study in a landslide-affected area
Published in Remote sensing applications (01-11-2024)“…Land use and land cover (LULC) analysis provides valuable information to understand environmental changes and their effects on landslide occurrence. However,…”
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Uso de Dados de Radar Meteorológico em Modelo Hidrológico SCS-CN para a Estimativa de Escoamento Superficial
Published in Revista brasileira de cartografia (29-09-2020)“…O objetivo do presente trabalho foi avaliar a viabilidade do uso de estimativas de chuva a partir de dados do radar meteorológico do Instituto de Pesquisas…”
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An investigation of the selection of texture features for crop discrimination using SAR imagery
Published in Remote sensing of environment (01-02-1997)“…This article presents a methodology for selecting texture measures to maximize the discrimination of agricultural land use classes in SAR images. The images…”
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HAND TERRAIN DESCRIPTOR FOR REGIONAL SCALE MAPPING OF AMAZON TERRA FIRME ECO-HYDROLOGICAL UNITS
Published in Revista brasileira de cartografia (01-07-2015)“…The HAND (Height Above the Nearest Drainage), a quantitative topographic descriptor, is used to classify terrain in a manner that is related to local soil…”
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Improved tree-based machine learning algorithms combining with bagging strategy for landslide susceptibility modeling
Published in Arabian journal of geosciences (2022)“…Landslide is considered one of the most dangerous natural hazards. Reasonable landslide susceptibility mapping can aid decision makers in landslide prevention…”
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Padrões espaciais de desmatamento e a estimativa da exatidão dos mapas do PRODES para Amazônia Legal Brasileira
Published in Ciência florestal (10-12-2019)“…O Instituto Nacional de Pesquisas Espaciais (INPE) opera desde 1988 o Projeto de Monitoramento do Desmatamento na Amazônia por Satélites (PRODES), cujo…”
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Proposal for a remote sensing trophic state index based upon Thematic Mapper/Landsat images
Published in Revista ambiente & água (20-12-2013)“…This work proposes a trophic state index based on the remote sensing retrieval of chlorophyll-α concentration. For that, in situ Bidirectional Reflectance…”
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New Method to Correct Vegetation Bias in a Copernicus Digital Elevation Model to Improve Flow Path Delineation
Published in Remote sensing (Basel, Switzerland) (20-11-2024)“…Digital elevation models (DEM) are widely used in many hydrologic applications, providing key information about the topography, which is a major driver of…”
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