Leonid Shumilo

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 29

Top Topics

Constraint Equation

Top Venues

Publications

Bohdan Yailymov, Hanna Yailymova, Andrii Shelestov, Leonid Shumilo
Monitoring of Fires Caused by War in Ukraine Based on Satellite Data. DESSERT (2023)
Leonid Shumilo, Sergii Skakun
Climate-Analog Velocity Estimation using Optical Flow Approach. IGARSS (2023)
Hanna Yailymova, Bohdan Yailymov, Nataliia Kussul, Andrii Shelestov, Leonid Shumilo
Geospatial Monitoring of Sustainable and Degraded Agricultural Land. IGARSS (2023)
Mykola Lavreniuk, Leonid Shumilo, Alla Lavreniuk
Generative Adversarial Networks for the Satellite Data Super Resolution Based on the Transformers with Attention. IGARSS (2023)
Artem Shelestov, Leonid Shumilo
Generative Adversarial Network Style Transfer for Sustainable Urban Restoration Planning in Ukraine. DESSERT (2023)
Mykola Lavreniuk, Nataliia Kussul, Andrii Shelestov, Alla Lavrenyuk, Leonid Shumilo
Super Resolution Approach for the Satellite Data Based on the Generative Adversarial Networks. IGARSS (2022)
Sergii Skakun, Christian Abys, Michael Adegbenro, Inbal Becker-Reshef, Erik Duncan, Jaemin Eun, Joanne Hall, Abdul Qadir, Leonid Shumilo, Yiming Zhang, Nataliia Kussul, Andrii Shelestov, Alexander V. Prishchepov
High-Impact Hot Spots of Land Cover Land Use Change in Ukraine. DESSERT (2022)
Nataliia Kussul, Andrii Shelestov, Hanna Yailymova, Leonid Shumilo, Sophia Drozd
Agriculture Land Appraisal with Use of Remote Sensing and Infrastructure Data. IGARSS (2022)
Leonid Shumilo, Andrii Shelestov, Bohdan Yailymov, Anton Brazhnyi, Yuliia Bilokonska
Remote Sensing Data usage for Smart City Greening Strategy Planning. EUROCON (2021)
Andrii Shelestov, Leonid Shumilo, Yuliia Bilokonska, Alla Lavreniuk
The Land Degradation Estimation Remote Sensing Methods Using RUE-adjusted NDVI. EUROCON (2021)
Andrii Shelestov, Hanna Yailymova, Bohdan Yailymov, Oleg Samoilenko, Leonid Shumilo
Ground Based Validation of Copernicus Atmosphere Monitoring Service Data for Kyiv. EUROCON (2021)
Andrii Shelestov, Hanna Yailymova, Bohdan Yailymov, Leonid Shumilo, Mykola Lavreniuk
Extension of Copernicus Urban Atlas to Non-European Countries. IGARSS (2021)
Nataliia Kussul, Leonid Shumilo, Loukas Garanis
Relationships Between Land Degradation and Climate Change Vulnerability of Agricultural Water Resources. IGARSS (2021)
Leonid Shumilo, Nataliia Kussul, Mykola Lavreniuk
U-Net Model for Logging Detection Based on the Sentinel-1 and Sentinel-2 Data. IGARSS (2021)
Leonid Shumilo, Mykola Lavreniuk, Nataliia Kussul, Bella Shevchuk
Automatic Deforestation Detection based on the Deep Learning in Ukraine. IDAACS (2021)
Leonid Shumilo
Automatic Anomaly Detection Methodology for Crop Classification Data Using Morphological Features. IDAACS-SWS (2020)
Leonid Shumilo, Bohdan Yailymov, Andrii Shelestov
Active Fire Monitoring Service for Ukraine Based on Satellite Data. IGARSS (2020)
Andrii Shelestov, Andrii Kolotii, Tatiana Borisova, Olena Turos, Gennadi Milinevsky, Igor Gomilko, Tatyana Bulanay, Oleg Fedorov, Leonid Shumilo, Liudmyla Pidgorodetska, Liudmyla Kolos, Arsenii Borysov, Natalia Pozdnyakova, Alexander Yu. Chunikhin, Marina Dudarenko, Arina Petrosian, Vassyl Danylevsky, Natalia Miatselskaya, Vasyl Choliy
Essential variables for air quality estimation. Int. J. Digit. Earth 13 (2) (2020)
Andrii Shelestov, Nataliia Kussul, Bohdan Yailymov, Leonid Shumilo, Yuliia Bilokonska
Assessment of Land Consumption for SDG Indicator 11.3.1 Using Global and Local Built-Up Area Maps. IGARSS (2020)
Yuliia Bilokonska, Hanna Yailymova, Bohdan Yailymov, Andrii Shelestov, Leonid Shumilo, Mykola Lavreniuk
Losses Assessment for Winter Crops Based on Satellite Data and Fuzzy Logic. IDAACS-SWS (2020)
Leonid Shumilo, Bohdan Yailymov, Mykola Lavreniuk, Yuliia Bilokonska
Remote Sensing Approaches for Deforestation Identification in Ukraine. IDAACS-SWS (2020)
Nataliia Kussul, Andrii Shelestov, Bohdan Yailymov, Hanna Yailymova, Mykola Lavreniuk, Leonid Shumilo, Yuliia Bilokonska
Crop monitoring technology based on time series of satellite imagery. DESSERT (2020)
Ian McCallum, Carsten Montzka, Bagher Bayat, Stefan Kollet, Andrii Kolotii, Nataliia Kussul, Mykola Lavreniuk, Anthony Lehmann, Joan Masó-Pau, Paolo Mazzetti, Aline Mosnier, Emma Perracchione, Mario Putti, Mattia Santoro, Ivette Serral, Leonid Shumilo, Daniel Spengler, Steffen Fritz
Developing food, water and energy nexus workflows. Int. J. Digit. Earth 13 (2) (2020)
Nataliia Kussul, Mykola Lavreniuk, Leonid Shumilo
Deep Recurrent Neural Network for Crop Classification Task Based on Sentinel-1 and Sentinel-2 Imagery. IGARSS (2020)
Nataliia Kussul, Mykola Lavreniuk, Andrii Kolotii, Sergii Skakun, Olena Rakoid, Leonid Shumilo
A workflow for Sustainable Development Goals indicators assessment based on high-resolution satellite data. Int. J. Digit. Earth 13 (2) (2020)
Andrii Shelestov, Mykola Lavreniuk, Vladimir Vasiliev, Leonid Shumilo, Andrii Kolotii, Bohdan Yailymov, Nataliia Kussul, Hanna Yailymova
Cloud Approach to Automated Crop Classification Using Sentinel-1 Imagery. IEEE Trans. Big Data 6 (3) (2020)
Nataliia Kussul, Mykola Lavreniuk, Leonid Shumilo, Andrii Kolotii
Nexus Approach for Calculating SDG Indicator 2.4.1 Using Remote Sensing and Biophysical Modeling. IGARSS (2019)
Leonid Shumilo, Nataliia Kussul, Andrii Shelestov, Yuliia Korsunska, Bohdan Yailymov
Sentinel-3 Urban Heat Island Monitoring and analysis for Kyiv Based on Vector Data. DESSERT (2019)
Leonid Shumilo, Andrii Kolotii, Mykola Lavreniuk, Bohdan Yailymov
Use of Land Cover Maps as Indicators for Achieving Sustainable Development Goals. IGARSS (2018)