GUSTAU
CAMPS VALLS
CATEDRÁTICO/A DE UNIVERSIDAD
LUIS
GOMEZ CHOVA
CATEDRÁTICO/A DE UNIVERSIDAD
Publicacións nas que colabora con LUIS GOMEZ CHOVA (105)
2023
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Machine-Learned Cloud Classes From Satellite Data for Process-Oriented Climate Model Evaluation
IEEE Transactions on Geoscience and Remote Sensing, Vol. 61
2021
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TOWARDS A BETTER UNDERSTANDING OF EFFECTIVE TEMPERATURE MODELLING IN THE SMOS-IC RETRIEVAL ALGORITHM
International Geoscience and Remote Sensing Symposium (IGARSS)
2020
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Estimating and understanding crop yields with explainable deep learning in the Indian Wheat Belt
Environmental Research Letters, Vol. 15, Núm. 2
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Statistical biophysical parameter retrieval and emulation with Gaussian processes
Data Handling in Science and Technology (Elsevier Ltd), pp. 333-368
2019
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Estimating crop primary productivity with Sentinel-2 and Landsat 8 using machine learning methods trained with radiative transfer simulations
Remote Sensing of Environment, Vol. 225, pp. 441-457
2018
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Multitemporal cloud masking in the Google Earth Engine
Remote Sensing, Vol. 10, Núm. 7
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Pattern Recognition Scheme for Large-Scale Cloud Detection over Landmarks
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 11, Núm. 11, pp. 3977-3987
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Signal-to-noise ratio in reproducing kernel Hilbert spaces
Pattern Recognition Letters, Vol. 112, pp. 75-82
2017
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Advanced feature extraction for earth observation data processing
Comprehensive Remote Sensing (Elsevier), pp. 108-133
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CLOUD DETECTION MACHINE LEARNING ALGORITHMS FOR PROBA-V
2017 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS)
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CONVOLUTIONAL NEURAL NETWORKS FOR MULTISPECTRAL IMAGE CLOUD MASKING
2017 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS)
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Cloud detection machine learning algorithms for PROBA-V
International Geoscience and Remote Sensing Symposium (IGARSS)
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Cloud masking and removal in remote sensing image time series
Journal of Applied Remote Sensing, Vol. 11, Núm. 1
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Convolutional neural networks for multispectral image cloud masking
International Geoscience and Remote Sensing Symposium (IGARSS)
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Fair Kernel Learning
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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HyperLabelMe : A Web Platform for Benchmarking Remote-Sensing Image Classifiers
IEEE Geoscience and Remote Sensing Magazine, Vol. 5, Núm. 4, pp. 79-85
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NONLINEAR STATISTICAL RETRIEVAL OF SURFACE EMISSIVITY FROM IASI DATA
2017 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS)
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Nonlinear statistical retrieval of surface emissivity from IASI data
International Geoscience and Remote Sensing Symposium (IGARSS)
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Optimized Kernel Entropy Components
IEEE Transactions on Neural Networks and Learning Systems, Vol. 28, Núm. 6, pp. 1466-1472
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Randomized kernels for large scale Earth observation applications
Remote Sensing of Environment, Vol. 202, pp. 54-63