Publicacions en què col·labora amb JOCHEM VERRELST - (37)

2024

  1. Multioutput Feature Selection for Emulation and Sensitivity Analysis

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 62, pp. 1-11

2022

  1. Systematic Assessment of MODTRAN Emulators for Atmospheric Correction

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 60

2020

  1. Gaussian processes retrieval of LAI from Sentinel-2 top-of-atmosphere radiance data

    ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 167, pp. 289-304

  2. Partitioning net carbon dioxide fluxes into photosynthesis and respiration using neural networks

    Global Change Biology, Vol. 26, Núm. 9, pp. 5235-5253

  3. Retrieval of aboveground crop nitrogen content with a hybrid machine learning method

    International Journal of Applied Earth Observation and Geoinformation, Vol. 92

  4. Statistical biophysical parameter retrieval and emulation with Gaussian processes

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

2018

  1. Advances in kernel machines for image classification and biophysical parameter retrieval

    Signals and Communication Technology (Springer), pp. 399-441

  2. Emulation as an Accurate Alternative to Interpolation in Sampling Radiative Transfer Codes

    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 11, Núm. 12, pp. 4918-4931

  3. STATISTICAL LEARNING FOR END-TO-END SIMULATIONS

    IGARSS 2018 - 2018 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM

  4. Statistical learning for end-to-end simulations

    International Geoscience and Remote Sensing Symposium (IGARSS)

2016

  1. A survey on Gaussian processes for earth-observation data analysis: A comprehensive investigation

    IEEE Geoscience and Remote Sensing Magazine, Vol. 4, Núm. 2, pp. 58-78

  2. Active Learning Methods for Efficient Hybrid Biophysical Variable Retrieval

    IEEE Geoscience and Remote Sensing Letters, Vol. 13, Núm. 7, pp. 1012-1016