Leonid Shumilo

According to our database, Leonid Shumilo authored at least 29 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2023

Geospatial Monitoring of Sustainable and Degraded Agricultural Land.

Hanna Yailymova, Bohdan Yailymov, Nataliia Kussul, Andrii Shelestov, Leonid Shumilo

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Climate-Analog Velocity Estimation using Optical Flow Approach.

Leonid Shumilo, Sergii Skakun

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Generative Adversarial Networks for the Satellite Data Super Resolution Based on the Transformers with Attention.

Mykola Lavreniuk, Leonid Shumilo, Alla Lavreniuk

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Monitoring of Fires Caused by War in Ukraine Based on Satellite Data.

Bohdan Yailymov, Hanna Yailymova, Andrii Shelestov, Leonid Shumilo

Proceedings of the 13th International Conference on Dependable Systems, 2023

Generative Adversarial Network Style Transfer for Sustainable Urban Restoration Planning in Ukraine.

Artem Shelestov, Leonid Shumilo

Proceedings of the 13th International Conference on Dependable Systems, 2023

2022

Super Resolution Approach for the Satellite Data Based on the Generative Adversarial Networks.

Mykola Lavreniuk, Nataliia Kussul, Andrii Shelestov, Alla Lavrenyuk, Leonid Shumilo

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Agriculture Land Appraisal with Use of Remote Sensing and Infrastructure Data.

Nataliia Kussul, Andrii Shelestov, Hanna Yailymova, Leonid Shumilo, Sophia Drozd

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

High-Impact Hot Spots of Land Cover Land Use Change in Ukraine.

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

Proceedings of the 12th International Conference on Dependable Systems, 2022

2021

U-Net Model for Logging Detection Based on the Sentinel-1 and Sentinel-2 Data.

Leonid Shumilo, Nataliia Kussul, Mykola Lavreniuk

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Extension of Copernicus Urban Atlas to Non-European Countries.

Andrii Shelestov, Hanna Yailymova, Bohdan Yailymov, Leonid Shumilo, Mykola Lavreniuk

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Relationships Between Land Degradation and Climate Change Vulnerability of Agricultural Water Resources.

Nataliia Kussul, Leonid Shumilo, Loukas Garanis

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Automatic Deforestation Detection based on the Deep Learning in Ukraine.

Leonid Shumilo, Mykola Lavreniuk, Nataliia Kussul, Bella Shevchuk

Proceedings of the 2021 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2021

Remote Sensing Data usage for Smart City Greening Strategy Planning.

Leonid Shumilo, Andrii Shelestov, Bohdan Yailymov, Anton Brazhnyi, Yuliia Bilokonska

Proceedings of the 19th IEEE International Conference on Smart Technologies, 2021

Ground Based Validation of Copernicus Atmosphere Monitoring Service Data for Kyiv.

Andrii Shelestov, Hanna Yailymova, Bohdan Yailymov, Oleg Samoilenko, Leonid Shumilo

Proceedings of the 19th IEEE International Conference on Smart Technologies, 2021

The Land Degradation Estimation Remote Sensing Methods Using RUE-adjusted NDVI.

Andrii Shelestov, Leonid Shumilo, Yuliia Bilokonska, Alla Lavreniuk

Proceedings of the 19th IEEE International Conference on Smart Technologies, 2021

2020

Cloud Approach to Automated Crop Classification Using Sentinel-1 Imagery.

Andrii Shelestov, Mykola Lavreniuk, Vladimir Vasiliev, Leonid Shumilo, Andrii Kolotii, Bohdan Yailymov, Nataliia Kussul, Hanna Yailymova

IEEE Trans. Big Data, 2020

Essential variables for air quality estimation.

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

Int. J. Digit. Earth, 2020

Developing food, water and energy nexus workflows.

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

Int. J. Digit. Earth, 2020

A workflow for Sustainable Development Goals indicators assessment based on high-resolution satellite data.

Nataliia Kussul, Mykola Lavreniuk, Andrii Kolotii, Sergii Skakun, Olena Rakoid, Leonid Shumilo

Int. J. Digit. Earth, 2020

Active Fire Monitoring Service for Ukraine Based on Satellite Data.

Leonid Shumilo, Bohdan Yailymov, Andrii Shelestov

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Assessment of Land Consumption for SDG Indicator 11.3.1 Using Global and Local Built-Up Area Maps.

Andrii Shelestov, Nataliia Kussul, Bohdan Yailymov, Leonid Shumilo, Yuliia Bilokonska

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Deep Recurrent Neural Network for Crop Classification Task Based on Sentinel-1 and Sentinel-2 Imagery.

Nataliia Kussul, Mykola Lavreniuk, Leonid Shumilo

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Remote Sensing Approaches for Deforestation Identification in Ukraine.

Leonid Shumilo, Bohdan Yailymov, Mykola Lavreniuk, Yuliia Bilokonska

Proceedings of the 2020 IEEE 5th International Symposium on Smart and Wireless Systems within the Conferences on Intelligent Data Acquisition and Advanced Computing Systems (IDAACS-SWS), 2020

Automatic Anomaly Detection Methodology for Crop Classification Data Using Morphological Features.

Leonid Shumilo

Proceedings of the 2020 IEEE 5th International Symposium on Smart and Wireless Systems within the Conferences on Intelligent Data Acquisition and Advanced Computing Systems (IDAACS-SWS), 2020

Losses Assessment for Winter Crops Based on Satellite Data and Fuzzy Logic.

Yuliia Bilokonska, Hanna Yailymova, Bohdan Yailymov, Andrii Shelestov, Leonid Shumilo, Mykola Lavreniuk

Proceedings of the 2020 IEEE 5th International Symposium on Smart and Wireless Systems within the Conferences on Intelligent Data Acquisition and Advanced Computing Systems (IDAACS-SWS), 2020

Crop monitoring technology based on time series of satellite imagery.

Nataliia Kussul, Andrii Shelestov, Bohdan Yailymov, Hanna Yailymova, Mykola Lavreniuk, Leonid Shumilo, Yuliia Bilokonska

Proceedings of the 11th IEEE International Conference on Dependable Systems, 2020

2019

Nexus Approach for Calculating SDG Indicator 2.4.1 Using Remote Sensing and Biophysical Modeling.

Nataliia Kussul, Mykola Lavreniuk, Leonid Shumilo, Andrii Kolotii

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Sentinel-3 Urban Heat Island Monitoring and analysis for Kyiv Based on Vector Data.

Leonid Shumilo, Nataliia Kussul, Andrii Shelestov, Yuliia Korsunska, Bohdan Yailymov

Proceedings of the 10th International Conference on Dependable Systems, 2019

2018

Use of Land Cover Maps as Indicators for Achieving Sustainable Development Goals.

Leonid Shumilo, Andrii Kolotii, Mykola Lavreniuk, Bohdan Yailymov

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018