Nataliia Kussul (Наталия Куссуль)
Nataliia Kussul (Наталия Куссуль)
National Technical University of Ukraine "Kyiv Polytechnic Institute"
Verified email at lll.kpi.ua - Homepage
Title
Cited by
Cited by
Year
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
9732017
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, 17, 2017
2782017
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
1962013
Efficiency assessment of multitemporal C-band Radarsat-2 intensity and Landsat-8 surface reflectance satellite imagery for crop classification in Ukraine
S Skakun, N Kussul, AY Shelestov, M Lavreniuk, O Kussul
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2015
1852015
Parcel-based crop classification in ukraine using landsat-8 data and sentinel-1A data
N Kussul, G Lemoine, FJ Gallego, SV Skakun, M Lavreniuk, AY Shelestov
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2016
1622016
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
1552019
Efficiency assessment of using satellite data for crop area estimation in Ukraine
FJ Gallego, N Kussul, S Skakun, O Kravchenko, A Shelestov, O Kussul
International Journal of Applied Earth Observation and Geoinformation 29, 22-30, 2014
1362014
Flood hazard and flood risk assessment using a time series of satellite images: A case study in Namibia
S Skakun, N Kussul, A Shelestov, O Kussul
Risk Analysis 34 (8), 1521-1537, 2014
1342014
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
1252017
Regional scale crop mapping using multi-temporal satellite imagery
N Kussul, S Skakun, A Shelestov, M Lavreniuk, B Yailymov, O Kussul
The International Archives of Photogrammetry, Remote Sensing and Spatial …, 2015
1102015
Towards a set of agrosystem-specific cropland mapping methods to address the global cropland diversity
F Waldner, D De Abelleyra, SR Verón, M Zhang, B Wu, D Plotnikov, ...
International Journal of Remote Sensing 37 (14), 3196-3231, 2016
1062016
Grid system for flood extent extraction from satellite images
N Kussul, A Shelestov, S Skakun
Earth Science Informatics 1 (3-4), 105, 2008
1002008
The use of satellite data for agriculture drought risk quantification in Ukraine
S Skakun, N Kussul, A Shelestov, O Kussul
Geomatics, Natural Hazards and Risk 7 (3), 901-917, 2016
932016
Flood Monitoring from SAR Data
N Kussul, A Shelestov, S Skakun
Use of Satellite and In-Situ Data to Improve Sustainability. NATO Science …, 2011
902011
The use of satellite SAR imagery to crop classification in Ukraine within JECAM project
N Kussul, S Skakun, A Shelestov, O Kussul
2014 IEEE Geoscience and Remote Sensing Symposium, 1497-1500, 2014
862014
COMPARISON OF BIOPHYSICAL AND SATELLITE PREDICTORS FOR WHEAT YIELD FORECASTING IN UKRAINE.
A Kolotii, N Kussul, A Shelestov, S Skakun, B Yailymov, R Basarab, ...
International Archives of the Photogrammetry, Remote Sensing & Spatial …, 2015
832015
Geospatial information system for agricultural monitoring
AY Shelestov, AN Kravchenko, SV Skakun, SV Voloshin, NN Kussul
Cybernetics and Systems Analysis 49 (1), 124-132, 2013
812013
Grid and sensor web technologies for environmental monitoring
N Kussul, A Shelestov, S Skakun
Earth Science Informatics 2 (1), 37-51, 2009
762009
Grid computing technology for hydrological applications
G Lecca, M Petitdidier, L Hluchy, M Ivanovic, N Kussul, N Ray, V Thieron
Journal of Hydrology 403 (1-2), 186-199, 2011
742011
Regional retrospective high resolution land cover for Ukraine: Methodology and results
M Lavreniuk, N Kussul, S Skakun, A Shelestov, B Yailymov
2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2015
702015
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