Search Results - "Roberto Filgueiras"
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Actual evapotranspiration by machine learning and remote sensing without the thermal spectrum
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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Crop NDVI Monitoring Based on Sentinel 1
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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Impact of drought associated with high temperatures on Coffea canephora plantations: a case study in Espírito Santo State, Brazil
Published in Scientific reports (12-11-2020)“…Droughts are major natural disasters that affect many parts of the world all years and recently affected one of the major conilon coffee-producing regions of…”
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Reference evapotranspiration of Brazil modeled with machine learning techniques and remote sensing
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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Impact of soil water regimes and partial root-zone drying in field-grown papaya in semi-arid conditions
Published in Scientific reports (20-05-2021)“…This study aimed to evaluate in the papaya Tainung genotype, the effects of partial root-zone drying (PRD) technique on soil water regimes by using different…”
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Mapping within‑field variability of soybean evapotranspiration and crop coefficient using the Earth Engine Evaporation Flux (EEFlux) application
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
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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Surface reflectance calculation and predictive models of biophysical parameters of maize crop from RG-NIR sensor on board a UAV
Published in Precision agriculture (01-10-2021)“…Unmanned aerial vehicles (UAVs) present themselves as an alternative to overcome the limitations of satellite sensors in monitoring agricultural crops,…”
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Fusion of MODIS and Landsat-Like Images for Daily High Spatial Resolution NDVI
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
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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VEGETATION INDICES FOR IRRIGATED CORN MONITORING
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
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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Modeling Actual Evapotranspiration with MSI-Sentinel Images and Machine Learning Algorithms
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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A one-class classification approach for authentication of specialty coffees by inductively coupled plasma mass spectroscopy (ICP-MS)
Published in Food chemistry (01-06-2024)“…•Adulteration of specialty coffees with low-quality ones resulting in illegal profit.•Identify adulterations in specialty coffees using multielement analysis…”
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CORRELATIONS BETWEEN LANDSLIDE SCARS PARAMETERS USING REMOTE SENSING METHODS IN THE ESTRADA DE FERRO VITÓRIA-MINAS, SOUTHEASTERN BRAZIL
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
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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Effect of fermentation on the quality of conilon coffee (Coffea canephora): Chemical and sensory aspects
Published in Microchemical journal (01-11-2022)“…[Display omitted] •1H NMR and advanced data analysis methods for evaluating fermented coffees.•Starter fermentation with Saccharomyces cerevisiae provided…”
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OPTIMIZING THE MONITORING OF NATURAL PHENOMENA THROUGH THE COUPLING OF ORBITAL MULTI-SENSORS
Published in Geo UERJ : revista do Departamento de Geografia (01-12-2020)“…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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Determination of API Gravity and Total and Basic Nitrogen Content by Mid- and Near-Infrared Spectroscopy in Crude Oil with Multivariate Regression and Variable Selection Tools
Published in Analytical letters (12-12-2019)“…American Petroleum Institute (API) gravity is an important parameter in the crude oil industry and the nitrogen compounds are related to the toxic effects of…”
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Infrared spectroscopy as a new approach for early fabry disease screening: a pilot study
Published in Orphanet journal of rare diseases (10-10-2024)“…Fabry disease (FD) is a rare X-linked lysosomal storage disorder marked by alpha-galactosidase-A (α-Gal A) deficiency, caused by pathogenic mutations in the…”
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