Generative Adversarial Network Style Transfer for Sustainable Urban Restoration Planning in Ukraine. - Shelestov, Artem; Shumilo, Leonid (2023)

Monitoring of Fires Caused by War in Ukraine Based on Satellite Data. - Yailymov, Bohdan; Yailymova, Hanna; Shelestov, Andrii; Shumilo, Leonid (2023)

Climate-Analog Velocity Estimation using Optical Flow Approach. - Shumilo, Leonid; Skakun, Sergii (2023)

Geospatial Monitoring of Sustainable and Degraded Agricultural Land. - Yailymova, Hanna; Yailymov, Bohdan; Kussul, Nataliia; Shelestov, Andrii; Shumilo, Leonid (2023)

Generative Adversarial Networks for the Satellite Data Super Resolution Based on the Transformers with Attention. - Lavreniuk, Mykola; Shumilo, Leonid; Lavreniuk, Alla (2023)

High-Impact Hot Spots of Land Cover Land Use Change in Ukraine. - Skakun, Sergii; Abys, Christian; Adegbenro, Michael Oluwatosin; Becker-Reshef, Inbal; Duncan, Erik; Eun, Jaemin; Hall, Joanne; Qadir, Abdul; Shumilo, Leonid; Zhang, Yiming; Kussul, Nataliia; Shelestov, Andrii; et al. (2022)

Super Resolution Approach for the Satellite Data Based on the Generative Adversarial Networks. - Lavreniuk, Mykola; Kussul, Nataliia; Shelestov, Andrii; Lavrenyuk, Alla; Shumilo, Leonid (2022)

Agriculture Land Appraisal with Use of Remote Sensing and Infrastructure Data. - Kussul, Nataliia; Shelestov, Andrii; Yailymova, Hanna; Shumilo, Leonid; Drozd, Sophia (2022)

Ground Based Validation of Copernicus Atmosphere Monitoring Service Data for Kyiv. - Shelestov, Andrii; Yailymova, Hanna; Yailymov, Bohdan; Samoilenko, Oleg; Shumilo, Leonid (2021)

Remote Sensing Data usage for Smart City Greening Strategy Planning. - Shumilo, Leonid; Shelestov, Andrii; Yailymov, Bohdan; Brazhnyi, Anton; Bilokonska, Yuliia (2021)

The Land Degradation Estimation Remote Sensing Methods Using RUE-adjusted NDVI. - Shelestov, Andrii; Shumilo, Leonid; Bilokonska, Yuliia; Lavreniuk, Alla (2021)

Automatic Deforestation Detection based on the Deep Learning in Ukraine. - Shumilo, Leonid; Lavreniuk, Mykola; Kussul, Nataliia; Shevchuk, Bella (2021)

Relationships Between Land Degradation and Climate Change Vulnerability of Agricultural Water Resources. - Kussul, Nataliia; Shumilo, Leonid; Garanis, Loukas (2021)

U-Net Model for Logging Detection Based on the Sentinel-1 and Sentinel-2 Data. - Shumilo, Leonid; Kussul, Nataliia; Lavreniuk, Mykola (2021)

Extension of Copernicus Urban Atlas to Non-European Countries. - Shelestov, Andrii; Yailymova, Hanna; Yailymov, Bohdan; Shumilo, Leonid; Lavreniuk, Mykola (2021)

Essential variables for air quality estimation. - Shelestov, Andrii; Kolotii, Andrii; Borisova, Tatiana; Turos, Olena; Milinevsky, Gennadi; Gomilko, Igor; Bulanay, Tatyana; Fedorov, Oleg; Shumilo, Leonid; Pidgorodetska, Liudmyla; Kolos, Liudmyla; Borysov, Arsenii; et al. (Int. J. Digit. Earth, 2020)

Developing food, water and energy nexus workflows. - McCallum, Ian; Montzka, Carsten; Bayat, Bagher; Kollet, Stefan; Kolotii, Andrii; Kussul, Nataliia; Lavreniuk, Mykola; Lehmann, Anthony; Masó, Joan; Mazzetti, Paolo; Mosnier, Aline; Perracchione, Emma; et al. (Int. J. Digit. Earth, 2020)

A workflow for Sustainable Development Goals indicators assessment based on high-resolution satellite data. - Kussul, Nataliia; Lavreniuk, Mykola; Kolotii, Andrii; Skakun, Sergii; Rakoid, Olena; Shumilo, Leonid (Int. J. Digit. Earth, 2020)

Cloud Approach to Automated Crop Classification Using Sentinel-1 Imagery. - Shelestov, Andrii; Lavreniuk, Mykola; Vasiliev, Vladimir; Shumilo, Leonid; Kolotii, Andrii; Yailymov, Bohdan; Kussul, Nataliia; Yailymova, Hanna (IEEE Trans. Big Data, 2020)

Crop monitoring technology based on time series of satellite imagery. - Kussul, Nataliia; Shelestov, Andrii; Yailymov, Bohdan; Yailymova, Hanna; Lavreniuk, Mykola; Shumilo, Leonid; Bilokonska, Yuliia (2020)

Losses Assessment for Winter Crops Based on Satellite Data and Fuzzy Logic. - Bilokonska, Yuliia; Yailymova, Hanna; Yailymov, Bohdan; Shelestov, Andrii; Shumilo, Leonid; Lavreniuk, Mykola (2020)

Automatic Anomaly Detection Methodology for Crop Classification Data Using Morphological Features. - Shumilo, Leonid (2020)

Remote Sensing Approaches for Deforestation Identification in Ukraine. - Shumilo, Leonid; Yailymov, Bohdan; Lavreniuk, Mykola; Bilokonska, Yuliia (2020)

Active Fire Monitoring Service for Ukraine Based on Satellite Data. - Shumilo, Leonid; Yailymov, Bohdan; Shelestov, Andrii (2020)

Assessment of Land Consumption for SDG Indicator 11.3.1 Using Global and Local Built-Up Area Maps. - Shelestov, Andrii; Kussul, Nataliia; Yailymov, Bohdan; Shumilo, Leonid; Bilokonska, Yuliia (2020)

Deep Recurrent Neural Network for Crop Classification Task Based on Sentinel-1 and Sentinel-2 Imagery. - Kussul, Nataliia; Lavreniuk, Mykola; Shumilo, Leonid (2020)

Sentinel-3 Urban Heat Island Monitoring and analysis for Kyiv Based on Vector Data. - Shumilo, Leonid; Kussul, Nataliia; Shelestov, Andrii; Korsunska, Yuliia; Yailymov, Bohdan (2019)

Nexus Approach for Calculating SDG Indicator 2.4.1 Using Remote Sensing and Biophysical Modeling. - Kussul, Nataliia; Lavreniuk, Mykola; Shumilo, Leonid; Kolotii, Andrii (2019)

Use of Land Cover Maps as Indicators for Achieving Sustainable Development Goals. - Shumilo, Leonid; Kolotii, Andrii; Lavreniuk, Mykola; Yailymov, Bohdan (2018)