Publicaciones en las que colabora con JORDI MUÑOZ MARI (101)

2023

  1. Estimation of vegetation traits with kernel NDVI

    ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 195, pp. 408-417

  2. Exploring interactions between socioeconomic context and natural hazards on human population displacement

    Nature Communications, Vol. 14, Núm. 1

  3. Interpretable Long Short-Term Memory Networks for Crop Yield Estimation

    IEEE Geoscience and Remote Sensing Letters, Vol. 20

2022

  1. Autocorrelation Metrics to Estimate Soil Moisture Persistence from Satellite Time Series: Application to Semiarid Regions

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 60

  2. Integrating Domain Knowledge in Data-Driven Earth Observation with Process Convolutions

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 60

  3. Quantifying uncertainty in high resolution biophysical variable retrieval with machine learning

    Remote Sensing of Environment, Vol. 280

  4. Retrieval of Physical Parameters With Deep Structured Kernel Regression

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 60

  5. Systematic Assessment of MODTRAN Emulators for Atmospheric Correction

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 60

2021

  1. A unified vegetation index for quantifying the terrestrial biosphere

    Science Advances, Vol. 7, Núm. 9

  2. GLOBAL CROPLAND YIELD MONITORING WITH GAUSSIAN PROCESSES

    International Geoscience and Remote Sensing Symposium (IGARSS)

  3. GLOBAL UPSCALING OF THE MODIS LAND COVER WITH GOOGLE EARTH ENGINE AND LANDSAT DATA

    International Geoscience and Remote Sensing Symposium (IGARSS)

  4. Learning main drivers of crop progress and failure in Europe with interpretable machine learning

    International Journal of Applied Earth Observation and Geoinformation, Vol. 104

  5. PHYSICS-AWARE MACHINE LEARNING FOR GEOSCIENCES AND REMOTE SENSING

    International Geoscience and Remote Sensing Symposium (IGARSS)

2020

  1. Down-Scaling Modis Vegetation Products with Landsat GAP Filled Surface Reflectance in Google Earth Engine

    International Geoscience and Remote Sensing Symposium (IGARSS)

  2. Machine learning information fusion in Earth observation: A comprehensive review of methods, applications and data sources

    Information Fusion, Vol. 63, pp. 256-272

  3. Machine learning methods for spatial and temporal parameter estimation

    Advances in Computer Vision and Pattern Recognition (Springer), pp. 5-35

  4. Multispectral high resolution sensor fusion for smoothing and gap-filling in the cloud

    Remote Sensing of Environment, Vol. 247

  5. Statistical biophysical parameter retrieval and emulation with Gaussian processes

    Data Handling in Science and Technology (Elsevier Ltd), pp. 333-368

2019

  1. Fusing optical and SAR time series for LAI gap fillingwith multioutput Gaussian processes

    Remote Sensing of Environment, Vol. 235

  2. Inferring causation from time series in Earth system sciences

    Nature Communications, Vol. 10, Núm. 1