Nataliia Kussul

Deep Learning Classification of Land Cover and Crop Types Using Remote Sensing Data

Nataliia Kussul, Mykola Lavreniuk, Sergii Skakun · IEEE Geoscience and Remote Sensing Letters · 2017 · 1.7K citations

Computing, Computer Science, Crop Sciences +17

Exploring Google Earth Engine Platform for Big Data Processing: Classification of Multi-Temporal Satellite Imagery for Crop Mapping

Mykola Lavreniuk, Nataliia Kussul, Alexei Novikov et al. · Frontiers in Earth Science · 2017 · 441 citations · Full text

Computing, Crop Sciences, Geoinformatics +17

Near real-time agriculture monitoring at national scale at parcel resolution: Performance assessment of the Sen2-Agri automated system in various cropping systems around the world

Pierre Defourny, Sophie Bontemps, Nicolas Bellemans et al. · Remote Sensing of Environment · 2018 · 423 citations · Full text

Agriculture, Agronomy, Crop Sciences +14

Early season large-area winter crop mapping using MODIS NDVI data, growing degree days information and a Gaussian mixture model

Sergii Skakun, B. Franch, Éric Vermote et al. · Remote Sensing of Environment · 2017 · 246 citations

Agriculture, Agronomy, Crop Sciences +15

Parcel-Based Crop Classification in Ukraine Using Landsat-8 Data and Sentinel-1A Data

Nataliia Kussul, Guido Lemoine, F. J. Gallego et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2016 · 208 citations

Agriculture, Crop Sciences, Geoinformatics +16