GUSTAU
CAMPS VALLS
CATEDRÁTICO/A DE UNIVERSIDAD
JORDI
MUÑOZ MARI
TITULAR DE UNIVERSIDAD
Publicacions en què col·labora amb JORDI MUÑOZ MARI (101)
2023
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Estimation of vegetation traits with kernel NDVI
ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 195, pp. 408-417
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Exploring interactions between socioeconomic context and natural hazards on human population displacement
Nature Communications, Vol. 14, Núm. 1
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Interpretable Long Short-Term Memory Networks for Crop Yield Estimation
IEEE Geoscience and Remote Sensing Letters, Vol. 20
2022
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Autocorrelation Metrics to Estimate Soil Moisture Persistence from Satellite Time Series: Application to Semiarid Regions
IEEE Transactions on Geoscience and Remote Sensing, Vol. 60
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Integrating Domain Knowledge in Data-Driven Earth Observation with Process Convolutions
IEEE Transactions on Geoscience and Remote Sensing, Vol. 60
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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
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Systematic Assessment of MODTRAN Emulators for Atmospheric Correction
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
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GLOBAL CROPLAND YIELD MONITORING WITH GAUSSIAN PROCESSES
International Geoscience and Remote Sensing Symposium (IGARSS)
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GLOBAL UPSCALING OF THE MODIS LAND COVER WITH GOOGLE EARTH ENGINE AND LANDSAT DATA
International Geoscience and Remote Sensing Symposium (IGARSS)
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Learning main drivers of crop progress and failure in Europe with interpretable machine learning
International Journal of Applied Earth Observation and Geoinformation, Vol. 104
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PHYSICS-AWARE MACHINE LEARNING FOR GEOSCIENCES AND REMOTE SENSING
International Geoscience and Remote Sensing Symposium (IGARSS)
2020
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Down-Scaling Modis Vegetation Products with Landsat GAP Filled Surface Reflectance in Google Earth Engine
International Geoscience and Remote Sensing Symposium (IGARSS)
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Machine learning information fusion in Earth observation: A comprehensive review of methods, applications and data sources
Information Fusion, Vol. 63, pp. 256-272
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Machine learning methods for spatial and temporal parameter estimation
Advances in Computer Vision and Pattern Recognition (Springer), pp. 5-35
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Multispectral high resolution sensor fusion for smoothing and gap-filling in the cloud
Remote Sensing of Environment, Vol. 247
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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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Fusing optical and SAR time series for LAI gap fillingwith multioutput Gaussian processes
Remote Sensing of Environment, Vol. 235
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Inferring causation from time series in Earth system sciences
Nature Communications, Vol. 10, Núm. 1