Search Results - "Del'Arco Sanches, Ieda"
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Campo Verde Database: Seeking to Improve Agricultural Remote Sensing of Tropical Areas
Published in IEEE geoscience and remote sensing letters (01-03-2018)“…In tropical/subtropical regions, the favorable climate associated with the use of agricultural technologies, such as no tillage, minimum cultivation,…”
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Combining Deep Learning and Prior Knowledge for Crop Mapping in Tropical Regions from Multitemporal SAR Image Sequences
Published in Remote sensing (Basel, Switzerland) (2019)“…Accurate crop type identification and crop area estimation from remote sensing data in tropical regions are still considered challenging tasks. The more…”
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Spectroscopic remote sensing of plant stress at leaf and canopy levels using the chlorophyll 680 nm absorption feature with continuum removal
Published in ISPRS journal of photogrammetry and remote sensing (01-11-2014)“…This paper explores the use of spectral feature analysis to detect plant stress in visible/near infrared wavelengths. A time series of close range leaf and…”
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Estimating Crop Sowing and Harvesting Dates Using Satellite Vegetation Index: A Comparative Analysis
Published in Remote sensing (Basel, Switzerland) (01-11-2023)“…In the last decades, several methodologies for estimating crop phenology based on remote sensing data have been developed and used to create different…”
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A Method for Estimating Soybean Sowing, Beginning Seed, and Harvesting Dates in Brazil Using NDVI-MODIS Data
Published in Remote sensing (Basel, Switzerland) (01-07-2024)“…Brazil, as a global player in soybean production, contributes about 35% to the world’s supply and over half of its agricultural exports. Therefore, reliable…”
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Precision and Digital Agriculture: Adoption of Technologies and Perception of Brazilian Farmers
Published in Agriculture (Basel) (01-12-2020)“…The rapid population growth has driven the demand for more food, fiber, energy, and water, which is associated to an increase in the need to use natural…”
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Sugarcane Yield Estimation Using Satellite Remote Sensing Data in Empirical or Mechanistic Modeling: A Systematic Review
Published in Remote sensing (Basel, Switzerland) (01-03-2024)“…The sugarcane crop has great socioeconomic relevance because of its use in the production of sugar, bioelectricity, and ethanol. Mainly cultivated in tropical…”
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Hierarchical Classification of Soybean in the Brazilian Savanna Based on Harmonized Landsat Sentinel Data
Published in Remote sensing (Basel, Switzerland) (01-08-2022)“…The Brazilian Savanna presents a complex agricultural dynamic and cloud cover issues; therefore, there is a need for new strategies for more detailed…”
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Mapping Agricultural Intensification in the Brazilian Savanna: A Machine Learning Approach Using Harmonized Data from Landsat Sentinel-2
Published in ISPRS international journal of geo-information (01-07-2023)“…Agricultural intensification practices have been adopted in the Brazilian savanna (Cerrado), mainly in the transition between Cerrado and the Amazon Forest, to…”
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LEM+ dataset: For agricultural remote sensing applications
Published in Data in brief (01-12-2020)“…Remote sensing allows obtaining information on agriculture regularly with non-invasive measurement approaches. Field data is crucial for adequate agricultural…”
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Cloud Cover Assessment for Operational Crop Monitoring Systems in Tropical Areas
Published in Remote sensing (Basel, Switzerland) (01-03-2016)“…The potential of optical remote sensing data to identify, map and monitor croplands is well recognized. However, clouds strongly limit the usefulness of…”
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Impacts of Public and Private Sector Policies on Soybean and Pasture Expansion in Mato Grosso—Brazil from 2001 to 2017
Published in Land (Basel) (01-01-2020)“…Demand for agricultural exports in Brazil has stimulated the expansion of crop production and cattle raising, which has caused environmental impacts. In…”
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Assessment of Texture Features for Bermudagrass (Cynodon dactylon) Detection in Sugarcane Plantations
Published in Drones (Basel) (01-06-2019)“…Sugarcane products contribute significantly to the Brazilian economy, generating U.S. $12.2 billion in revenue in 2018. Identifying and monitoring factors that…”
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Fully convolutional recurrent networks for multidate crop recognition from multitemporal image sequences
Published in ISPRS journal of photogrammetry and remote sensing (01-01-2021)“…[Display omitted] •A novel N-to-N recurrent network for pixel-wise crop labeling of image sequences.•It combines RNN, encoder-decoder architectures and prior…”
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ASSESSMENT OF A MULTI-SENSOR APPROACH FOR NOISE REMOVAL ON LANDSAT-8 OLI TIME SERIES USING CBERS-4 MUX DATA TO IMPROVE CROP CLASSIFICATION BASED ON PHENOLOGICAL FEATURES
Published in Revista brasileira de cartografia (13-05-2017)“…In this work we investigated a method for noise removal on Landsat-8 OLI time series using CBERS-4 MUX data to improve crop classiï¬ cation. An algorithm was…”
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Using crop models, a decline factor, and a “multi-model” approach to estimate sugarcane yield compared to on-farm data
Published in Theoretical and applied climatology (01-03-2024)“…Sugarcane is an important crop in Brazilian agribusiness due to its diversified use. Crop forecast models are important tools for planning and making decisions…”
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Detecção de áreas agrícolas em tempo quase real com imagens Modis
Published in Pesquisa agropecuaria brasileira (01-07-2015)“…Resumo: O objetivo deste trabalho foi desenvolver um método para identificação e monitoramento, em tempo quase real, de áreas agrícolas cultivadas com lavouras…”
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Evaluation of multiple SAR speckling filter techniques performance in irrigated rice areas
Published in International archives of the photogrammetry, remote sensing and spatial information sciences. (07-11-2024)“…Monitoring irrigated rice crops is essential for efficient agricultural management, and Synthetic Aperture Radar (SAR) images are beneficial due to their…”
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Journal Article Conference Proceeding -
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Limitations of cloud cover for optical remote sensing of agricultural areas across South America
Published in Remote sensing applications (01-11-2020)“…Earth Observation data support the large-scale monitoring of croplands across South America (SA). For instance, optical remote sensing (ORS) data are typically…”
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