Andrii Shelestov

According to our database, Andrii Shelestov authored at least 73 papers between 2003 and 2024.

Collaborative distances:

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

2024

Semi-Supervised European Forest Types Mapping using High-Fidelity Satellite Data.

Bohdan Yailymov, Hanna Yailymova, Nataliia Kussul, Andrii Shelestov

Proceedings of the 4th International Workshop of IT-professionals on Artificial Intelligence (ProfIT AI 2024) 2024, 2024

Single-polarized SAR Image Preprocessing in Scope of Transfer Learning for Oil Spill Detection.

Nataliia Kussul, Volodymyr Kuzin, Yevhenii Salii, Bohdan Yailymov, Andrii Shelestov

Proceedings of the 12th IEEE International Conference on Intelligent Systems, 2024

A Multimodal Dataset for Forest Damage Detection and Machine Learning.

Hanna Yailymova, Bohdan Yailymov, Yevhenii Salii, Volodymyr Kuzin, Nataliia Kussul, Andrii Shelestov

Proceedings of the IGARSS 2024, 2024

Flooded Areas' Monitoring Under the Kakhovka Dam Based on Machine Learning and Satellite Data.

Bohdan Yailymov, Hanna Yailymova, Nataliia Kussul, Andrii Shelestov

Proceedings of the IGARSS 2024, 2024

Features' Selection for Forest State Classification using Machine Learning on Satellite Data.

Yevhenii Salii, Volodymyr Kuzin, Alla Lavreniuk, Nataliia Kussul, Andrii Shelestov

Proceedings of the IGARSS 2024, 2024

2023

Assessing damage to agricultural fields from military actions in Ukraine: An integrated approach using statistical indicators and machine learning.

Nataliia Kussul, Sofiia Drozd, Hanna Yailymova, Andrii Shelestov, Guido Lemoine, Klaus Deininger

Int. J. Appl. Earth Obs. Geoinformation, December, 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

Semi-Supervised Forest Type Mapping in Europe on Satellite Data.

Nataliia Kussul, Andrii Shelestov, Bohdan Yailymov, Hanna Yailymova

Proceedings of the 12th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2023

Mathematical Model for Determining the Geometric Location of the Environmental Pollutant Based on Sensor Data.

Vladyslav Khaidurov, Bohdan Yailymov, Andrii Shelestov

Proceedings of the 12th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2023

Air Quality as Proxy for Assesment of Economic Activity.

Hanna Yailymova, Andrii Kolotii, Nataliia Kussul, Andrii Shelestov

Proceedings of the 20th IEEE International Conference on Smart Technologies, 2023

Geospatial Analysis of Life Quality in Ukrainian Rural Areas.

Hanna Yailymova, Bohdan Yailymov, Nataliia Kussul, Andrii Shelestov

Proceedings of the 13th International Conference on Dependable Systems, 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

2022

Discrete Atomic Transform-Based Lossy Compression of Three-Channel Remote Sensing Images with Quality Control.

Viktor O. Makarichev, Irina V. Vasilyeva, Vladimir V. Lukin, Benoît Vozel, Andrii Shelestov, Nataliia Kussul

Remote. Sens., 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

Fire Danger Assessment Based on the Improved Fire Weather Index.

Nataliia Kussul, Bohdan Yailymov, Andrii Shelestov, Hanna Yailymova

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

OCRE project: consortium, main goals, approaches and opportunities.

Andrii Shelestov, Eduard Siemens

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

EO4UA Initiative: Scientific European Support of Ukrainian Scientific Community.

Volodymyr Kuzin, Jan Pawel Musial, Andrii Shelestov

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

Analysis of Cultivated Areas in Ukraine During the War.

Nataliia Kussul, Andrii Shelestov, Bohdan Yailymov, Hanna Yailymova

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

2021

Air Quality Estimation in Ukraine Using SDG 11.6.2 Indicator Assessment.

Andrii Shelestov, Hanna Yailymova, Bohdan Yailymov, Nataliia Kussul

Remote. Sens., 2021

A Comparison between Support Vector Machine and Water Cloud Model for Estimating Crop Leaf Area Index.

Mehdi Hosseini, Heather McNairn, Scott W. Mitchell, Laura Dingle Robertson, Andrew A. Davidson, Nima Ahmadian, Avik Bhattacharya, Erik Borg, Christopher Conrad, Katarzyna Dabrowska-Zielinska, Diego de Abelleyra, Radoslaw Gurdak, Vineet Kumar, Nataliia Kussul, Dipankar Mandal, Y. S. Rao, Nicanor Saliendra, Andrii Shelestov, Daniel Spengler, Santiago R. Verón, Saeid Homayouni, Inbal Becker-Reshef

Remote. Sens., 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

The Wetland Map Validation for Ukraine.

Andrii Shelestov, Hanna Yailymova, Bohdan Yailymov, Artem Chyrkov

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

Validation of the Global Human Settlement Layer and NASA Population Data for Ukraine.

Nataliia Kussul, Hanna Yailymova, Sophia Drozd, Andrii Shelestov

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

Intellectual Analysis of Major Crops Area due to Climate Changes in Ukraine.

Mikhail Emelyanov, Hanna Yailymova, Andrii Shelestov, Bohdan Yailymov

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

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

Satellite Agricultural Monitoring in Ukraine at Country Level: World Bank Project.

Nataliia Kussul, Andrii Shelestov, Hanna Yailymova, Bohdan Yailymov, Mykola Lavreniuk, Matviy Ilyashenko

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 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

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

Land Cover and Land Use Monitoring Based on Satellite Data within World Bank Project.

Nataliia Kussul, Andrii Shelestov, Mykola Lavreniuk, Andrii Kolotii, Vladimir Vasiliev

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

2018

Air Quality Monitoring in Urban Areas Using in-Situ and Satellite Data Within Era-Planet Project.

Andrii Shelestov, Andrii Kolotii, Mykola Lavreniuk, Kyrylo Medyanovskyi, Vladimir Vasiliev, Tatyana Bulanaya, Igor Gomilko

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

Object-Based Postprocessing Method for Crop Classification MAPS.

Mykola Lavreniuk, Nataliia Kussul, Andrii Shelestov, Olena Dubovyk, Fabian Löw

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

2017

Deep Learning Classification of Land Cover and Crop Types Using Remote Sensing Data.

Nataliia Kussul, Mykola Lavreniuk, Sergii Skakun, Andrii Shelestov

IEEE Geosci. Remote. Sens. Lett., 2017

Large scale crop classification using Google earth engine platform.

Andrii Shelestov, Mykola Lavreniuk, Nataliia Kussul, Alexei Novikov, Sergii Skakun

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Cropland productivity assessment for Ukraine based on time series of optical satellite images.

Nataliia Kussul, Mykola Lavreniuk, Sergii Skakun, Andrii Shelestov

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Sentinel-2 for agriculture national demonstration in ukraine: Results and further steps.

Nataliia Kussul, Andrii Kolotii, Andrii Shelestov, Mykola Lavreniuk, Nicolas Bellemans, Sophie Bontemps, Pierre Defourny, Benjamin Koetz

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Speckle reducing for Sentinel-1 SAR data.

Sergey K. Abramov, Oleksii S. Rubel, Vladimir V. Lukin, Ruslan A. Kozhemiakin, Nataliia Kussul, Andrii Shelestov, Mykola Lavreniuk

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Land degradation estimation from global and national satellite based datasets within UN program.

Nataliia Kussul, Andrii Kolotii, Andrii Shelestov, Bohdan Yailymov, Mykola Lavreniuk

Proceedings of the 9th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2017

2016

Efficiency Assessment of Multitemporal C-Band Radarsat-2 Intensity and Landsat-8 Surface Reflectance Satellite Imagery for Crop Classification in Ukraine.

Sergii Skakun, Nataliia Kussul, Andrii Shelestov, Mykola Lavreniuk, Olga Kussul

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Parcel-Based Crop Classification in Ukraine Using Landsat-8 Data and Sentinel-1A Data.

Nataliia Kussul, Guido Lemoine, Francisco Javier Gallego, Sergii Skakun, Mykola Lavreniuk, Andrii Shelestov

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Validation methods for regional retrospective high resolution land cover for Ukraine.

Mykola Lavreniuk, Nataliia Kussul, Andrii Shelestov, Bohdan Yailymov, Tamara Oliinyk, Alexander Kosteckyi

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Deep learning approach for large scale land cover mapping based on remote sensing data fusion.

Nataliia Kussul, Andrii Shelestov, Mykola Lavreniuk, Igor Butko, Sergii Skakun

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Along the season crop classification in Ukraine based on time series of optical and SAR images using ensemble of neural network classifiers.

Nataliia Kussul, Mykola Lavreniuk, Andrii Shelestov, Bohdan Yailymov

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015

Mapping of biophysical parameters based on high resolution EO imagery for JECAM test site in Ukraine.

Andrii Shelestov, Andrii Kolotii, Fernando Camacho, Sergii Skakun, Olga Kussul, Mykola Lavreniuk, Oleksandr Kostetsky

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Regional retrospective high resolution land cover for Ukraine: Methodology and results.

Mykola Lavreniuk, Nataliia Kussul, Sergii Skakun, Andrii Shelestov, Bohdan Yailymov

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Geospatial Intelligence and Data Fusion Techniques for Sustainable Development Problems.

Nataliia Kussul, Andrii Shelestov, Ruslan Basarab, Sergii Skakun, Olga Kussul, Mykola Lavrenyuk

Proceedings of the 11th International Conference on ICT in Education, 2015

2014

Resilience Aspects in the Sensor Web Infrastructure for Natural Disaster Monitoring and Risk Assessment Based on Earth Observation Data.

Nataliia Kussul, Sergii Skakun, Andrii Shelestov, Olga Kussul, Bohdan Yailymov

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Service-oriented infrastructure for flood mapping using optical and SAR satellite data.

Nataliia Kussul, Andrii Shelestov, Sergii Skakun, Guoqing Li, Olga Kussul, J. Xie

Int. J. Digit. Earth, 2014

Efficiency assessment of using satellite data for crop area estimation in Ukraine.

Francisco Javier Gallego, Nataliia Kussul, Sergii Skakun, Oleksii M. Kravchenko, Andrii Shelestov, Olga Kussul

Int. J. Appl. Earth Obs. Geoinformation, 2014

Quantitative estimation of drought risk in Ukraine using satellite data.

Sergii Skakun, Nataliia Kussul, Olga Kussul, Andrii Shelestov

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

The use of satellite SAR imagery to crop classification in Ukraine within JECAM project.

Nataliia Kussul, Sergii Skakun, Andrii Shelestov, Olga Kussul

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Efficiency estimation of different satellite data usage for winter wheat yield forecasting in Ukraine.

Nataliia Kussul, Andrii Kolotii, Sergii Skakun, Andrii Shelestov, Olga Kussul, Tamara Oliynuk

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013

Winter wheat yield forecasting in Ukraine based on Earth observation, meteorological data and biophysical models.

Felix N. Kogan, Nataliia Kussul, Tatiana Adamenko, Sergii Skakun, Oleksii M. Kravchenko, Oleksii Kryvobok, Andrii Shelestov, Andrii Kolotii, Olga Kussul, Alla Lavrenyuk

Int. J. Appl. Earth Obs. Geoinformation, 2013

Sensor Web approach to flood monitoring and risk assessment.

Nataliia Kussul, Sergii Skakun, Andrii Shelestov, Olga Kussul

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Assessment of relative efficiency of using MODIS data to winter wheat yield forecasting in Ukraine.

Olga Kussul, Nataliia Kussul, Sergii Skakun, Oleksii M. Kravchenko, Andrii Shelestov, Andrii Kolotii

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012

The Wide Area Grid Testbed for Flood Monitoring Using Earth Observation Data.

Nataliia Kussul, Andrii Shelestov, Sergii Skakun, Guoqing Li, Olga Kussul

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012

Interoperable Infrastructure for Flood Monitoring: SensorWeb, Grid and Cloud.

Nataliia Kussul, Dan Mandl, Karen Moe, Jan-Peter Mund, Joachim Post, Andrii Shelestov, Sergii Skakun, Jörg Szarzynski, Guido Van Langenhove, Matthew Handy

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012

Crop area estimation in Ukraine using satellite data within the MARS project.

Nataliia Kussul, Sergii Skakun, Andrii Shelestov, Oleksii M. Kravchenko, Francisco Javier Gallego, Olga Kussul

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011

Grid Technologies for Satellite Data Processing and Management Within International Disaster Monitoring Projects.

Nataliia Kussul, Andrii Shelestov, Sergii Skakun

Proceedings of the Grid and Cloud Database Management, 2011

2010

The Data Fusion Grid Infrastructure: Project Objectives and Achievements.

Ladislav Hluchý, Nataliia Kussul, Andrii Shelestov, Serhiy Skakun, Oleksii M. Kravchenko, Yulia Gripich, Paul Kopp, Evgeny Lupian

Comput. Informatics, 2010

2009

Grid and sensor web technologies for environmental monitoring.

Nataliia Kussul, Andrii Shelestov, Serhiy Skakun

Earth Sci. Informatics, 2009

2008

Grid system for flood extent extraction from satellite images.

Nataliia Kussul, Andrii Shelestov, Serhiy Skakun

Earth Sci. Informatics, 2008

Web service for biodiversity estimation using remote sensing data.

Mikhail Popov, Nataliia Kussul, Sergey A. Stankevich, Anna A. Kozlova, Andrii Shelestov, Oleksii M. Kravchenko, Mykhailo B. Korbakov, Serhiy Skakun

Int. J. Digit. Earth, 2008

2006

An Agent Approach for Providing Security in Distributed Systems.

Nataliya Kussul, Andrii Shelestov, Serhiy Skakun

Int. J. Comput., 2006

2003

Intelligent Multi-Agent Information Security System.

Nataliia Kussul, Andrii Shelestov, Anton V. Sidorenko, Serhiy Skakun, Volodymyr I. Pasechnyk

Int. J. Comput., 2003