Laura Martinez-Sanchez

LUCAS Copernicus 2018: Earth-observation-relevant in situ data on land cover and use throughout the European Union

Raphaël d’Andrimont, Astrid Verhegghen, Michele Meroni et al. · Earth system science data · 2021 · 65 citations · Full text

Natural Sciences, Earth Sciences, Geoinformatics +17

Monitoring crop phenology with street-level imagery using computer vision

Raphaël d’Andrimont, Momchil Yordanov, Laura Martinez-Sanchez et al. · Computers and Electronics in Agriculture · 2022 · 44 citations · Full text

Agriculture, Crop Sciences, Precision Agriculture +15

Automatic classification of land cover from LUCAS in-situ landscape photos using semantic segmentation and a Random Forest model

Laura Martinez-Sanchez, Linda See, Momchil Yordanov et al. · Environmental Modelling & Software · 2023 · 19 citations · Full text

Computing, Geoinformatics, Computer Vision +15

LUCAS cover photos 2006–2018 over the EU: 874 646 spatially distributed geo-tagged close-up photos with land cover and plant species label

Raphaël d’Andrimont, Momchil Yordanov, Laura Martinez-Sanchez et al. · Earth system science data · 2022 · 18 citations · Full text

Natural Sciences, Geography, Geographic Information Systems +15

Crop Identification Using Deep Learning on LUCAS Crop Cover Photos

Momchil Yordanov, Raphaël d’Andrimont, Laura Martinez-Sanchez et al. · Sensors · 2023 · 11 citations · Full text

Agriculture, Computer Science, Crop Sciences +15