Articles with public access mandates - Nataliia Kussul (Наталія Куссуль)Learn more
Not available anywhere: 17
Deep recurrent neural network for crop classification task based on Sentinel-1 and Sentinel-2 imagery
N Kussul, M Lavreniuk, L Shumilo
IGARSS 2020-2020 IEEE international geoscience and remote sensing symposium …, 2020
Mandates: European Commission
Satellite agricultural monitoring in Ukraine at country level: world bank project
N Kussul, A Shelestov, H Yailymova, B Yailymov, M Lavreniuk, ...
IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium …, 2020
Mandates: European Commission
Deep learning crop classification approach based on coding input satellite data into the unified hyperspace
M Lavreniuk, N Kussul, A Novikov
2018 IEEE 38th International Conference on Electronics and Nanotechnology …, 2018
Mandates: European Commission
Crop monitoring technology based on time series of satellite imagery
N Kussul, A Shelestov, B Yailymov, H Yailymova, M Lavreniuk, L Shumilo, ...
2020 IEEE 11th International Conference on Dependable Systems, Services and …, 2020
Mandates: European Commission
Assessment of land consumption for sdg indicator 11.3. 1 using global and local built-up area maps
A Shelestov, N Kussul, B Yailymov, L Shumilo, Y Bilokonska
IGARSS 2020-2020 IEEE International geoscience and remote sensing symposium …, 2020
Mandates: European Commission
Land Cover and Land Use Monitoring Based on Satellite Data within World Bank Project
N Kussul, A Shelestov, M Lavreniuk, A Kolotii, V Vasiliev
2019 10th International Conference on Dependable Systems, Services and …, 2019
Mandates: European Commission
U-Net model for logging detection based on the Sentinel-1 and Sentinel-2 data
L Shumilo, N Kussul, M Lavreniuk
2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 4680 …, 2021
Mandates: European Commission
Sentinel-3 urban heat island monitoring and analysis for Kyiv based on vector data
L Shumilo, N Kussul, A Shelestov, Y Korsunska, B Yailymov
2019 10th International Conference on Dependable Systems, Services and …, 2019
Mandates: European Commission
Transparent land governance in Ukraine within world bank program
N Kussul, A Shelestov, M Lavreniuk, A Kolotii, V Vasiliev
2019 IEEE 2nd Ukraine Conference on Electrical and Computer Engineering …, 2019
Mandates: European Commission
High-Impact Hot Spots of Land Cover Land Use Change in Ukraine
S Skakun, C Abys, M Adegbenro, I Becker-Reshef, E Duncan, J Eun, ...
2022 12th International Conference on Dependable Systems, Services and …, 2022
Mandates: US National Aeronautics and Space Administration
Use of modified BM3D filter and CNN classifier for SAR data to improve crop classification accuracy
M Lavreniuk, A Shelestov, N Kussul, O Rubel, V Lukin, K Egiazarian
2019 IEEE 2nd Ukraine Conference on Electrical and Computer Engineering …, 2019
Mandates: European Commission
Relationships between land degradation and climate change vulnerability of agricultural water resources
N Kussul, L Shumilo, L Garanis
2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 747-750, 2021
Mandates: European Commission
Air quality as proxy for assesment of economic activity
H Yailymova, A Kolotii, N Kussul, A Shelestov
IEEE EUROCON 2023-20th International Conference on Smart Technologies, 89-92, 2023
Mandates: US National Science Foundation
Machine learning models and technology for classification of forest on satellite data
Y Salii, V Kuzin, A Hohol, N Kussul, H Yailymova
IEEE EUROCON 2023-20th International Conference on Smart Technologies, 93-98, 2023
Mandates: European Commission
Features’ Selection for Forest State Classification using Machine Learning on Satellite Data
Y Salii, V Kuzin, A Lavreniuk, N Kussul, A Shelestov
IGARSS 2024-2024 IEEE International Geoscience and Remote Sensing Symposium …, 2024
Mandates: European Commission
Geospatial Monitoring of Sustainable and Degraded Agricultural Land
H Yailymova, B Yailymov, N Kussul, A Shelestov, L Shumilo
IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 2023
Mandates: European Commission
Assessing Ukraine’s Solar Power Potential: A Comprehensive Analysis Using Satellite Data and Fuzzy Logic
S Drozd, N Kussul
IGARSS 2024-2024 IEEE International Geoscience and Remote Sensing Symposium …, 2024
Mandates: European Commission
Available somewhere: 21
Spatial distribution of arable and abandoned land across former Soviet Union countries
M Lesiv, D Schepaschenko, E Moltchanova, R Bun, M Dürauer, ...
Scientific data 5 (1), 1-12, 2018
Mandates: Volkswagen Foundation, European Commission
A workflow for Sustainable Development Goals indicators assessment based on high-resolution satellite data
N Kussul, M Lavreniuk, A Kolotii, S Skakun, O Rakoid, L Shumilo
International Journal of Digital Earth, 2020
Mandates: US National Aeronautics and Space Administration, European Commission
Winter wheat yield assessment from Landsat 8 and Sentinel-2 data: Incorporating surface reflectance, through phenological fitting, into regression yield models
S Skakun, E Vermote, B Franch, JC Roger, N Kussul, J Ju, J Masek
Remote Sensing 11 (15), 1768, 2019
Mandates: US National Aeronautics and Space Administration
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