MANUEL
CAMPOS TABERNER
INVEST DOCT UV SENIOR
JORDI
MUÑOZ MARI
TITULAR DE UNIVERSIDAD
Publicaciones en las que colabora con JORDI MUÑOZ MARI (11)
2023
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Estimation of vegetation traits with kernel NDVI
ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 195, pp. 408-417
2022
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Quantifying uncertainty in high resolution biophysical variable retrieval with machine learning
Remote Sensing of Environment, Vol. 280
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Retrieval of Physical Parameters With Deep Structured Kernel Regression
IEEE Transactions on Geoscience and Remote Sensing, Vol. 60
2021
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A unified vegetation index for quantifying the terrestrial biosphere
Science Advances, Vol. 7, Núm. 9
2020
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Machine learning methods for spatial and temporal parameter estimation
Advances in Computer Vision and Pattern Recognition (Springer), pp. 5-35
2018
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Derivation of global vegetation biophysical parameters from EUMETSAT Polar System
ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 139, pp. 57-74
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Gap filling of biophysical parameter time series with multi-output Gaussian Processes
International Geoscience and Remote Sensing Symposium (IGARSS)
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Generation of global vegetation products from EUMETSAT AVHRR/METOP satellites
International Geoscience and Remote Sensing Symposium (IGARSS)
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Physics-aware Gaussian processes in remote sensing
Applied Soft Computing Journal, Vol. 68, pp. 69-82
2017
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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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Physics-aware gaussian processes for earth observation
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)