Nataliia Kussul

Nataliia Kussul

National Technical University of Ukraine Kyiv Polytechnic Institute - Kyiv / Ukraine
Engineering & Technology / Computer Science
AD Scientific Index ID: 5013649
Національний технічний університет України
person_outline Nataliia Kussul's MOST POPULAR ARTICLES
1-) Deep learning classification of land cover and crop types using remote sensing data N Kussul, M Lavreniuk, S Skakun, A Shelestov IEEE Geoscience and Remote Sensing Letters 14 (5), 778-782, 2017 18822017
2-) Exploring Google Earth Engine platform for big data processing: Classification of multi-temporal satellite imagery for crop mapping A Shelestov, M Lavreniuk, N Kussul, A Novikov, S Skakun frontiers in Earth Science 5, 232994, 2017 5382017
3-) 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 P Defourny, S Bontemps, N Bellemans, C Cara, G Dedieu, E Guzzonato, ... Remote sensing of environment 221, 551-568, 2019 3652019
4-) Winter wheat yield forecasting in Ukraine based on Earth observation, meteorological data and biophysical models F Kogan, N Kussul, T Adamenko, S Skakun, O Kravchenko, O Kryvobok, ... International Journal of Applied Earth Observation and Geoinformation 23 …, 2013 2512013
5-) Early season large-area winter crop mapping using MODIS NDVI data, growing degree days information and a Gaussian mixture model S Skakun, B Franch, E Vermote, JC Roger, I Becker-Reshef, C Justice, ... Remote Sensing of Environment 195, 244-258, 2017 2382017