Search Results - "Roberto Filgueiras"

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    Actual evapotranspiration by machine learning and remote sensing without the thermal spectrum by Costa, Taiara Souza, Filgueiras, Roberto, Dos Santos, Robson Argolo, Cunha, Fernando França da

    Published in PloS one (11-05-2023)
    “…The objectives of this study were to use machine learning algorithms to establish a model for estimating the evapotranspiration fraction (ETf) using two data…”
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    Journal Article
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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

    Published in Remote sensing (Basel, Switzerland) (18-06-2019)
    “…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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    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

    Published in PloS one (09-02-2021)
    “…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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    Mapping within‑field variability of soybean evapotranspiration and crop coefficient using the Earth Engine Evaporation Flux (EEFlux) application by Venancio, Luan Peroni, Eugenio, Fernando Coelho, Filgueiras, Roberto, França da Cunha, Fernando, Argolo Dos Santos, Robson, Ribeiro, Wilian Rodrigues, Mantovani, Everardo Chartuni

    Published in PloS one (09-07-2020)
    “…Accurate information about the spatiotemporal variability of actual crop evapotranspiration (ETa), crop coefficient (Kc) and water productivity (WP) is crucial…”
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    Proposition of irrigation system for wetting the clay surface of tennis courts by Ferens, Carlos Henrique Ramalho, Alencar, Carlos Augusto Brasileiro de, Costa, Giovanna Lyssa Lacerda, Pacheco, Jean Carlos Coelho, Andrade, Lucas Maltoni, Filgueiras, Roberto, Cunha, Fernando França da

    Published in PloS one (05-10-2022)
    “…The key to maintaining a clay court with quality and lastingly is through water applications, carried out periodically and through systems with high…”
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    Journal Article
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    Fusion of MODIS and Landsat-Like Images for Daily High Spatial Resolution NDVI by Filgueiras, Roberto, Mantovani, Everardo Chartuni, Fernandes-Filho, Elpídio Inácio, Cunha, Fernando França da, Althoff, Daniel, Dias, Santos Henrique Brant

    Published in Remote sensing (Basel, Switzerland) (01-04-2020)
    “…One of the obstacles in monitoring agricultural crops is the difficulty in understanding and mapping rapid changes of these crops. With the purpose of…”
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    Evapotranspiration mapping of commercial corn fields in Brazil using SAFER algorithm by Venancio, Luan Peroni, Mantovani, Everardo Chartuni, Amaral, Cibele Hummel do, Neale, Christopher Michael Usher, Filgueiras, Roberto, Gonçalves, Ivo Zution, Cunha, Fernando França da

    Published in Scientia agricola (01-01-2021)
    “…ABSTRACT SAFER (Simple Algorithm for Evapotranspiration Retrieving) is a relatively new algorithm applied successfully to estimate actual crop…”
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    Journal Article
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    VEGETATION INDICES FOR IRRIGATED CORN MONITORING by Alvino, Francisco C. G., Aleman, Catariny C., Filgueiras, Roberto, Althoff, Daniel, da Cunha, Fernando F.

    Published in Engenharia agrícola (01-06-2020)
    “…ABSTRACT Monitoring of large agricultural lands is often hampered by data collection logistics at field level. To solve such a problem, remote sensing…”
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    Heuristic methods applied in reference evapotranspiration modeling by Althoff, Daniel, Bazame, Helizani Couto, Filgueiras, Roberto, Dias, Santos Henrique Brant

    Published in Ciência e agrotecnologia (01-06-2018)
    “…ABSTRACT The importance of the precise estimation of evapotranspiration is directly related to sustainable water usage. Since agriculture represents 70% of…”
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    Journal Article
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    Modeling Actual Evapotranspiration with MSI-Sentinel Images and Machine Learning Algorithms by dos Santos, Robson Argolo, Mantovani, Everardo Chartuni, Fernandes-Filho, Elpídio Inácio, Filgueiras, Roberto, Lourenço, Rodrigo Dal Sasso, Bufon, Vinícius Bof, Neale, Christopher M. U.

    Published in Atmosphere (01-09-2022)
    “…The modernization of computational resources and application of artificial intelligence algorithms have led to advancements in studies regarding the…”
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    CORRELATIONS BETWEEN LANDSLIDE SCARS PARAMETERS USING REMOTE SENSING METHODS IN THE ESTRADA DE FERRO VITÓRIA-MINAS, SOUTHEASTERN BRAZIL by Da Silva, Denise de Fátima Santos, Corteletti, Rosyelle Cristina, Filgueiras, Roberto Almeida Cunha, Santos, Allan Erlikhman Medeiros

    Published in Revista brasileira de geomorfologia (01-04-2021)
    “…The remote sensing has been widely used in studies involving records and monitoring landslides, also, this tool is widely used in mapping areas of geological…”
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    SENSITIVITY OF EVAPOTRANSPIRATION ESTIMATED BY ORBITAL IMAGES UNDER INFLUENCE OF SURFACE TEMPERATURE by Filgueiras, Roberto, Mantovani, Everardo C., Althoff, Daniel, Dias, Santos H. B., Cunha, Fernando F. da

    Published in Engenharia agrícola (01-09-2019)
    “…ABSTRACT Surface temperature (Ts) is a determining factor to obtain energy balance parameters, being relevant to understand the influence of this variable on…”
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    OPTIMIZING THE MONITORING OF NATURAL PHENOMENA THROUGH THE COUPLING OF ORBITAL MULTI-SENSORS by Roberto Filgueiras, Everardo Chartuni Mantovani, Santos Henrique Brant Dias, Elpídio Inácio Fernandes Filho, Fernando França da Cunha

    “…High frequency of images and high spatial resolution are necessary characteristics in studies with high temporal and spatial dynamics, which are difficult to…”
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