Publicaciones (70) Publicaciones de MANUEL CAMPOS TABERNER

2023

  1. Cambios en la producción primaria bruta (GPP) de la vegetación naturalen la Comunidad Valenciana (2001-2018)

    Revista de teledetección: Revista de la Asociación Española de Teledetección, Núm. 61, pp. 15-27

  2. Estimation of vegetation traits with kernel NDVI

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

  3. Land use classification over smallholding areas in the European Common Agricultural Policy framework

    ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 197, pp. 320-334

  4. Topographic effects in the downscaling of downwelling shortwave radiation

    Proceedings of SPIE - The International Society for Optical Engineering

2022

  1. Exploring Ecosystem Functioning in Spain with Gross and Net Primary Production Time Series

    Remote Sensing, Vol. 14, Núm. 6

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

    Remote Sensing of Environment, Vol. 280

  3. Retrieval of Physical Parameters With Deep Structured Kernel Regression

    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. Assessing the sentinel-2 capabilities to identify abandoned crops using deep learning

    Agronomy, Vol. 11, Núm. 4

  3. LSA SAF: A long-term service of vegetation variables for modelling terrestrial ecosystems at regional and global scales

    Proceedings of SPIE - The International Society for Optical Engineering

  4. Learning unsupervised feature representations of remote sensing data with sparse convolutional networks

    Deep Learning for the Earth Sciences: A Comprehensive Approach to Remote Sensing, Climate Science and Geosciences (wiley), pp. 15-23

  5. Supporting the common agricultural policy with Sentinel-2 data and deep recurrent networks

    Proceedings of SPIE - The International Society for Optical Engineering

2020

  1. A global canopy water content product from AVHRR/Metop

    ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 162, pp. 77-93

  2. Deep learning para la clasificación de usos de suelo agrícola con Sentinel-2

    Revista de teledetección: Revista de la Asociación Española de Teledetección, Núm. 56, pp. 35-48

  3. Drought Monitoring in the Mediterranean Basin Using the Seviri/Msg Gpp Product (Mgpp)

    2020 Mediterranean and Middle-East Geoscience and Remote Sensing Symposium, M2GARSS 2020 - Proceedings

  4. Evaluation of the LSA-SAF gross primary production product derived from SEVIRI/MSG data (MGPP)

    ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 159, pp. 220-236

  5. Machine learning methods for spatial and temporal parameter estimation

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

  6. Potencial del producto SEVIRI/MSG GPP en la detección de zonas afectadas por estrés hídrico

    Revista de teledetección: Revista de la Asociación Española de Teledetección, Núm. 55, pp. 17-29

  7. Remote sensing and bio-geochemical modeling of forest carbon storage in Spain

    Remote Sensing, Vol. 12, Núm. 9

  8. Understanding deep learning in land use classification based on Sentinel-2 time series

    Scientific Reports, Vol. 10, Núm. 1