Publications in collaboration with researchers from University College London (17)

2024

  1. Collaboration between artificial intelligence and Earth science communities for mutual benefit

    Nature Geoscience

2023

  1. Co-designing opportunities for Human-Centred Machine Learning in supporting Type 1 diabetes decision-making

    International Journal of Human Computer Studies, Vol. 173

2022

  1. ClimateBench v1.0: A Benchmark for Data-Driven Climate Projections

    Journal of Advances in Modeling Earth Systems, Vol. 14, Núm. 10

  2. RaVÆn: unsupervised change detection of extreme events using ML on-board satellites

    Scientific reports, Vol. 12, Núm. 1, pp. 16939

2021

  1. Assessing the Activity of Ni Clusters Supported on TiC(001) toward CO2and H2Dissociation

    Journal of Physical Chemistry C, Vol. 125, Núm. 22, pp. 12019-12027

  2. Towards global flood mapping onboard low cost satellites with machine learning

    Scientific Reports, Vol. 11, Núm. 1

2020

  1. TRY plant trait database – enhanced coverage and open access

    Global Change Biology, Vol. 26, Núm. 1, pp. 119-188

  2. Translation resilient opportunistic WiFi sensing

    Proceedings - International Conference on Pattern Recognition

2019

  1. Quantifying Vegetation Biophysical Variables from Imaging Spectroscopy Data: A Review on Retrieval Methods

    Surveys in Geophysics, Vol. 40, Núm. 3, pp. 589-629

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. Influence of tree crown characteristics on the local PM10 distribution inside an urban street canyon in Antwerp (Belgium): A model and experimental approach

    Urban Forestry and Urban Greening, Vol. 20, pp. 265-276

  3. XIPE: The X-ray imaging polarimetry explorer

    Proceedings of SPIE - The International Society for Optical Engineering

2015

  1. An emulator toolbox to approximate radiative transfer models with statistical learning

    Remote Sensing, Vol. 7, Núm. 7, pp. 9347-9370

  2. REPLACING RADIATIVE TRANSFER MODELS BY SURROGATE APPROXIMATIONS THROUGH MACHINE LEARNING

    2015 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS)

  3. Replacing radiative transfer models by surrogate approximations through machine learning

    International Geoscience and Remote Sensing Symposium (IGARSS)

2008

  1. The ATLAS experiment at the CERN large hadron collider

    Journal of Instrumentation, Vol. 3, Núm. 8

2006

  1. Fluorescence explorer (FLEX): An optimised payload to map vegetation photosynthesis from space

    AIAA 57th International Astronautical Congress, IAC 2006