Leonid Shumilo

29 papers C 13Journal 4Unranked 12

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