Search Results - "Pallares, Pablo"

DATimeS: A machine learning time series GUI toolbox for gap-filling and vegetation phenology trends detection by Belda, Santiago, Pipia, Luca, Morcillo-Pallarés, Pablo, Rivera-Caicedo, Juan Pablo, Amin, Eatidal, De Grave, Charlotte, Verrelst, Jochem

“…Optical remotely sensed data are typically discontinuous, with missing values due to cloud cover. Consequently, gap-filling solutions are needed for accurate…”
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Quantifying vegetation biophysical variables from the Sentinel-3/FLEX tandem mission: Evaluation of the synergy of OLCI and FLORIS data sources by De Grave, Charlotte, Verrelst, Jochem, Morcillo-Pallarés, Pablo, Pipia, Luca, Rivera-Caicedo, Juan Pablo, Amin, Eatidal, Belda, Santiago, Moreno, José

“…The ESA's forthcoming FLuorescence EXplorer (FLEX) mission is dedicated to the global monitoring of the vegetation's chlorophyll fluorescence by means of an…”
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Gaussian processes retrieval of LAI from Sentinel-2 top-of-atmosphere radiance data by Estévez, José, Vicent, Jorge, Rivera-Caicedo, Juan Pablo, Morcillo-Pallarés, Pablo, Vuolo, Francesco, Sabater, Neus, Camps-Valls, Gustau, Moreno, José, Verrelst, Jochem

“…Retrieval of vegetation properties from satellite and airborne optical data usually takes place after atmospheric correction, yet it is also possible to…”
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Global Sensitivity Analysis of Leaf-Canopy-Atmosphere RTMs: Implications for Biophysical Variables Retrieval from Top-of-Atmosphere Radiance Data by Verrelst, Jochem, Vicent, Jorge, Rivera-Caicedo, Juan Pablo, Lumbierres, Maria, Morcillo-Pallarés, Pablo, Moreno, José

“…Knowledge of key variables driving the top of the atmosphere (TOA) radiance over a vegetated surface is an important step to derive biophysical variables from…”
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Retrieving and Validating Leaf and Canopy Chlorophyll Content at Moderate Resolution: A Multiscale Analysis with the Sentinel-3 OLCI Sensor by De Grave, Charlotte, Pipia, Luca, Siegmann, Bastian, Morcillo-Pallarés, Pablo, Rivera-Caicedo, Juan Pablo, Moreno, José, Verrelst, Jochem

“…ESA's Eighth Earth Explorer mission "FLuorescence EXplorer" (FLEX) will be dedicated to the global monitoring of the chlorophyll fluorescence emitted by…”
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Quantifying the Robustness of Vegetation Indices through Global Sensitivity Analysis of Homogeneous and Forest Leaf-Canopy Radiative Transfer Models by Morcillo-Pallarés, Pablo, Rivera-Caicedo, Juan Pablo, Belda, Santiago, De Grave, Charlotte, Burriel, Helena, Moreno, Jose, Verrelst, Jochem

“…Vegetation indices (VIs) are widely used in optical remote sensing to estimate biophysical variables of vegetated surfaces. With the advent of spectroscopy…”
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Emulation of Sun-Induced Fluorescence from Radiance Data Recorded by the HyPlant Airborne Imaging Spectrometer by Morata, Miguel, Siegmann, Bastian, Morcillo-Pallarés, Pablo, Rivera-Caicedo, Juan Pablo, Verrelst, Jochem

“…The retrieval of sun-induced fluorescence (SIF) from hyperspectral radiance data grew to maturity with research activities around the FLuorescence EXplorer…”
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Optimizing Gaussian Process Regression for Image Time Series Gap-Filling and Crop Monitoring by Belda, Santiago, Pipia, Luca, Morcillo-Pallarés, Pablo, Verrelst, Jochem

“…Image processing entered the era of artificial intelligence, and machine learning algorithms emerged as attractive alternatives for time series data…”
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BB-Planner: an urban traffic dataset generation tool by Navarro, Joaquin Vico, Pallares, Pablo Morcillo, Puchol, Cecilia Claramunt, Chuquitarco-Jimenez, Carlos A., Tejedor, Juan Vicente Balbastre, Carbo, Juan Antonio Vila

“…There has been heightened interest in the application of unmanned aircraft operations to urban environments in recent years. This has triggered activities both…”
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A machine learning estimator trained on synthetic data for real-time earthquake ground-shaking predictions in Southern California by Monterrubio-Velasco, Marisol, Callaghan, Scott, Modesto, David, Carrasco, Jose Carlos, Badia, Rosa M., Pallares, Pablo, Vázquez-Novoa, Fernando, Quintana-Ortí, Enrique S., Pienkowska, Marta, de la Puente, Josep

“…Abstract After large-magnitude earthquakes, a crucial task for impact assessment is to rapidly and accurately estimate the ground shaking in the affected…”
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Approximating Empirical Surface Reflectance Data through Emulation: Opportunities for Synthetic Scene Generation by Verrelst, Jochem, Rivera Caicedo, Juan Pablo, Vicent, Jorge, Morcillo Pallarés, Pablo, Moreno, José

“…Collection of spectroradiometric measurements with associated biophysical variables is an essential part of the development and validation of optical remote…”
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PWR Core Loading Pattern Design Assisted by Artificial Intelligence by Pallarés, Pablo, Miró, Rafael, Barrachina, Teresa, Quintana-Ortí, Enrique S.

“…Core design is the a priori study of the behavior of a reactor core throughout a cycle between two fuel reloads. There is a growing interest in using…”
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Gaussian Processes Retrieval of LAI from Sentinel-2 Top-of-Atmosphere Radiance Data by Estevez, Jose, Vicent, Jorge, Rivera-Caicedo, Juan Pablo, Morcillo-Pallarés, Pablo, Vuolo, Francesco, Sabater, Neus, Camps-Valls, Gustau, Moreno, José, Verrelst, Jochem

“…Preprint of paper published in ISPRS Journal of Photogrammetry and Remote Sensing Volume 167, September 2020, Pages 289-304 Retrieval of vegetation properties…”
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