Статті

2021

Air Quality Estimation in Ukraine Using SDG 11.6.2 Indicator Assessment
Andrii Shelestov, Hanna YailymovaBohdan Yailymov, Nataliia Kussul
Remote sensing. – 2021. – No. 13(23), 4769. doi: doi.org/10.3390/rs13234769
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Is Soil Bonitet an Adequate Indicator for Agricultural Land Appraisal in Ukraine?
Leonid Shumilo, Mykola Lavreniuk, Sergii Skakun, Nataliia Kussul
Міжнародний науковий журнал «Sustainability» видавництва MDPI. – 2021. – N0. 13, 12096. doi: 10.3390/su132112096
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Цифровізація розвитку міст: Urban Atlas на основі відкритих даних для міст України
А. Ю. Шелестов, А. М. Лавренюк, Б. Я. Яйлимов, Г. О. Яйлимова
Журнал «Радіоелектронні і комп’ютерні системи». – 2021. – No. 3(99). – P. 19-28.
DOI: 10.32620/reks.2021.3.02
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U-net model for logging detection based on the Sentinel-1 and Sentinel-2 data
Leonid Shumilo, Nataliia Kussul, Mykola Lavreniuk
2021 IEEE International Geoscience and Remote Sensing Symposium (IGARSS). – 2021. – Brussels (virtual format). – pp. 4680-4683, doi: 10.1109/IGARSS47720.2021.9554885.
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Extension of Copernicus Urban Atlas to non-european countries
Andrii Shelestov, Hanna Yailymova, Bohdan Yailymov, Leonid Shumilo, Alla Lavreniuk
2021 IEEE International Geoscience and Remote Sensing Symposium (IGARSS). – 2021. – Brussels (virtual format). – pp. 6789-6792, doi: 10.1109/IGARSS47720.2021.9553546.
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Relationships Between Land Degradation and Climate Change Vulnerability of Agricultural Water Resources
Nataliia Kussul, Leonid Shumilo, Loukas Garanis
2021 IEEE International Geoscience and Remote Sensing Symposium (IGARSS). – 2021. – Brussels (virtual format). – pp. 747-750, doi: 10.1109/IGARSS47720.2021.9553489.
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Intellectual Analysis of Major Crops Area due to Climate Changes in Ukraine
Mikhail Emelyanov, Hanna Yailymova, Andrii Shelestov, Bohdan Yailymov
2021 IEEE 19th International Conference on Smart Technologies (EUROCON). – 2021. – Lviv (virtual format). – pp. 192-196, doi: 10.1109/EUROCON52738.2021.9535607.
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Ground Based Validation of Copernicus Atmosphere Monitoring Service Data for Kyiv
Andrii Shelestov, Hanna Yailymova, Bohdan Yailymov, Oleg Samoilenko, Leonid Shumilo
2021 IEEE 19th International Conference on Smart Technologies (EUROCON). – 2021. – Lviv (virtual format). – pp. 88-91, doi: 10.1109/EUROCON52738.2021.9535629.
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The Land Degradation Estimation Remote Sensing Methods Using RUE-adjusted NDVI
Andrii Shelestov, Leonid Shumilo, Yuliia Bilokonska, Alla Lavreniuk
2021 IEEE 19th International Conference on Smart Technologies (EUROCON). – 2021. – Lviv (virtual format). – pp. 103-106, doi: 10.1109/EUROCON52738.2021.9535610.
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Remote Sensing Data usage for Smart City Greening Strategy Planning
Leonid Shumilo, Andrii Shelestov, Bohdan Yailymov, Anton Brazhnyi, Yuliia Bilokonska
2021 IEEE 19th International Conference on Smart Technologies (EUROCON). – 2021. – Lviv (virtual format). – pp. 92-97, doi: 10.1109/EUROCON52738.2021.9535595.
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Environmental and political implications of underestimated cropland burning in Ukraine
Joanne V HallSergiy V ZibtsevLouis GiglioSergii SkakunViktor MyroniukOleksandr ZhuravelJohann Georg Goldammer and Nataliia Kussul
Environmental Research Letters. – 2021. – Vol. 16, No. 6. – P. 1-12.  DOI: 10.1088/1748-9326/abfc04
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A Comparison between Support Vector Machine and Water Cloud Model for Estimating Crop Leaf Area Index
M. Hosseini, H.McNairn, S. Mitchell, L. Robertson, A. Davidson, N. Ahmadian, A. Bhattacharya, E. Borg, C. Conrad, K. Dabrowska-Zielinska, D. de Abelleyra, R. Gurdak, V. Kumar, N. Kussul, D. Mandal, Y. S. Rao, N. Saliendra, A. Shelestov, D. Spengler, S. R. Verón, S. Homayouni and I. Becker-Reshef
Remote Sensing. – 2021. – Vol. 13, No. 7. – P. 1-20.  DOI: 10.3390/rs13071348
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SDG INDICATOR 11.3.1 WITHIN HORIZON-2020 SMURBS
N. Kussul, A. Shelestov, M. Lavreniuk, B. Yailymov, A. Kolotii, H. Yailymova, S. Skakun, L. Shumilo, Y. Bilokonska
Space research in Ukraine. 2018–2020. – 2021. – P. 91-95.
ISBN 978-966-360-425-1

2020

Losses assessment for winter crops based on satellite data and fuzzy logic
Yuliia Bilokonska, Hanna Yailymova, Bohdan Yailymov, Andrii Shelestov, Leonid Shumilo and Mykola Lavreniuk
IEEE 5th International Symposium on Smart and Wireless Systems within the Conferences on Intelligent Data Acquisition and Advanced Computing Systems (IDAACS-SWS). – IEEE, 2020. – P. 1-5.
DOI: 10.1109/IDAACS-SWS50031.2020.9297059

Satellite agricultural monitoring in Ukraine at Country level: World bank project
Nataliia Kussul, Andrii Shelestov, Hanna Yailymova, Bohdan Yailymov, Mykola Lavreniuk, Matviy Ilyashenko
IGARSS 2020 – 2020 IEEE International Geoscience and Remote Sensing Symposium. – Waikoloa, HI, USA. – P. 1050-1053.
DOI: 10.1109/IGARSS39084.2020.9324573

Active fire monitoring service for Ukraine based on satellite data
Leonid Shumilo, Yailymov Bohdan, Shelestov Andrii
IGARSS 2020 – 2020 IEEE International Geoscience and Remote Sensing Symposium. – Waikoloa, HI, USA. – P. 2913-2916.
DOI: 10.1109/IGARSS39084.2020.9323922

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
IGARSS 2020 – 2020 IEEE International Geoscience and Remote Sensing Symposium. – Waikoloa, HI, USA. – P. 4971-4974.
DOI: 10.1109/IGARSS39084.2020.9324390

Супутниковий моніторинг посівів по Україні
А.Ю. Шелестов, Б.Я. Яйлимов, Г.О. Яйлимова, Ю.В. Білоконська, О.В. Нів’євський
Журнал «Космічна наука і технологія». – 2020. – Том 26, 6 (127). – С. 27-37.
DOI: 10.15407/knit2020.06.027

Crop monitoring technology based on time series of satellite imagery
Nataliia Kussul, Andrii Shelestov, Bohdan Yailymov, Hanna Yailymova, Mykola Lavreniuk, Leonid Shumilo and Yuliia Bilokonska
IEEE 11th International Conference on Dependable Systems, Services and Technologies.  – 2020. – P. 346-350.
DOI10.1109/DESSERT50317.2020.9125031

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
International Journal of Digital Earth. – 2020. – Vol. 2, No. 13. P. 309-321.
DOI: 10.1080/17538947.2019.1610807

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 Transactions on Big Data – 2020. – Vol. 6, No. 3. – 572-582 pp.
DOI: 10.1109/TBDATA.2019.2940237

Electronic ISSN: 2332-7790
CD-ROM ISSN: 2372-2096.

2019

Near real-time agriculture monitoring at national scale at parcel resolution: Performance assessment of the Sen2-Agri automated system in various cropping systems around the world
Pierre Defourny, Sophie Bontemps, Nicolas Bellemans, Cosmin Cara, Gérard Dedieu, Eric Guzzonato, Olivier Hagolle, Jordi Inglada, Laurentiu Nicola, Thierry Rabaute, Mickael Savinaud, Cosmin Udroiu, Silvia Valero, Agnès Bégué, Jean-François Dejoux, Abderrazak El Harti, Jamal Ezzahar, Nataliia Kussul, Kamal Labbassi, Valentine Lebourgeois, Zhang Miao, Terrence Newby, Adolph Nyamugama, Norakhan Salh, Andrii Shelestov, Vincent Simonneaux, Pierre Sibiry Traore, Souleymane S Traore, Benjamin Koetz
Remote sensing of environment. – 2019. – Vol. 221. – P. 551-568.
DOI: 10.1016/j.rse.2018.11.007

Satellite data reveal cropland losses in South-Eastern Ukraine under military conflict
Sergii Skakun, Christopher O Justice, Nataliia Kussul, Andrii Shelestov, Mykola Lavreniuk
Frontiers in Earth Science. – 2019. – P. 305.
DOI: 10.3389/feart.2019.00305

Conflation of expert and crowd reference data to validate global binary thematic maps
François Waldner, Anne Schucknecht, Myroslava Lesiv, Javier Gallego, Linda See, Ana Pérez-Hoyos, Raphaël d’Andrimont, Thomas De Maet, Juan Carlos Laso Bayas, Steffen Fritz, Olivier Leo, Hervé Kerdiles, Mónica Díez, Kristof Van Tricht, Sven Gilliams, Andrii Shelestov, Mykola Lavreniuk, Margareth Simões, Rodrigo Ferraz, Beatriz Bellón, Agnès Bégué, Gerard Hazeu, Vaclav Stonacek, Jan Kolomaznik, Jan Misurec, Santiago R Verón, Diego De Abelleyra, Dmitry Plotnikov, Li Mingyong, Mrinal Singha, Prashant Patil, Miao Zhang, Pierre Defourny Remote sensing of environment. – 2019. – Vol. 221. – P. 235-246.
DOI: 10.1016/j.rse.2018.10.039

URBAN ATLAS ДЛЯ МІСТ УКРАЇНИ НА ОСНОВІ СУПУТНИКОВИХ ДАНИХ ВИСОКОГО РОЗРІЗНЕННЯ
Н.М. Куссуль, А.Ю. Шелестов, Б.Я. Яйлимов, Л.Л. Шуміло, Г.О. Яйлимова, М.С. Лавренюк, Л.М. Колос,
Л.В. Підгородецька, Ю.В. Білоконська
Журнал «Космічна наука і технологія». – 2019. – T. 25, Vol. 6, No. 121. – P. 51-60.
DOI: 10.15407/knit2019.06.051

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 Chunikhin, Maryna Dudarenko, Alexander Chunikhin,Maryna Dudarenko, Arina Petrosian, Vassyl Danylevsky, Arina Petrosian, Vassyl Danylevsky, Natallia Miatselskaya, Vasyl Choliy
International Journal of Digital Earth. –  2019. – P. 278-298.
DOI:  10.1080/17538947.2019.1620881

2018

ГЛИБИННИЙ ПІДХІД ДО КЛАСИФІКАЦІЇ СІЛЬСЬКОГОСПОДАРСЬКИХ КУЛЬТУР НА ОСНОВІ ВЕЛИКИХ ОБСЯГІВ ДАНИХ
Н. Куссуль, А. Шелестов, М. Лавренюк, Б. Яйлимов, А. Клотій, Г. Яйлимова, С. Скакун, Л. Шуміло
Космічні дослідження в Україні. 2016 — 2018 / Наук. ред. : О.П. Федоров ; ІКД НАНУ та ДКАУ. — К. : Академперіодика, 2018. — С. 73-79.
ISBN 978-966-02-8589-7

Conflation of expert and crowd reference data to validate global binary thematic maps
Francois Waldnera, Anne Schucknechtc, Myroslava Lesive, Javier Gallegoc, Linda Seee, Ana Perez-Hoyosc, Raphael d’Andrimonta, Thomas de Maeta, Juan Carlos Laso Bayase, Steffen Fritze, Olivier Leoc, Herve Kerdilesc, Monica Diezf, Kristof Van Trichtg, Sven Gilliamsg, Andrii Shelestov, Mykola Lavreniuk, Margareth Simoesi, Rodrigo Ferrazi, Beatriz Bellonj, Agnes Beguej, Gerard Hazeuk, Vaclav Stonacekl, Jan Kolomaznikl, Jan Misurecl, Santiago R. Veronm, Diego de Abelleyram, Dmitry Plotnikovo, Li Mingyongp, Mrinal Singhap, Prashant Patilp, Miao Zhangp, Pierre Defournya
Remote Sensing of Environment. – 2018. – P. 235-246.
DOI: 10.1016/j.rse.2018.10.039 

Despeckling of Multitemporal Sentinel SAR Images and Its Impact on Agricultural Area Classification
Vladimir Lukin, Oleksii Rubel, Ruslan Kozhemiakin, Sergey Abramov, Andrii Shelestov, Mykola Lavreniuk, Mykola Meretsky, Benoit Vozel and Kacem Chehdi
In Recent Advances and Applications in Remote Sensing. IntechOpen (Chapter 2). – 2018. – P. 21-40.
DOI: 10.5772/intechopen.72577 

Методи визначення істотних змінних для оцінки стану земного покриву
Б.Я. Яйлимов, М.С. Лавренюк, А.Ю. Шелестов, А.В. Колотій, Г.О. Яйлимова, О.П. Федоров
Космічна наука і технологія. – 2018. – Том. 24, №. 4. – С. 24-37.
DOI: doi.org/10.15407/knit2018.04.026 

Crop inventory at regional scale in Ukraine: developing in season and end of season crop maps with multi-temporal optical and SAR satellite imagery
Nataliia Kussul, Lavreniuk Mykola, Andrii Shelestov, Sergii Skakun
European Journal of Remote Sensing. – 2018. – Vol. 51. – P. 627-636.
DOI: 10.1080/22797254.2018.1454265 

Метод об’єктної постобробки карт класифікації з урахуванням специфіки кожного класу
М. С. Лавренюк
Авиационно-космическая техника и технология — 2018. — Vol. 12, P. 80–91
DOI: 10.32620/aktt.2018.1.10

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
IGARSS, Valencia, Spain. – 2018. – P. 1668-1671.
DOI:10.1109/IGARSS.2018.8518368

Object-based postprocessing method for crop classification maps
M. Lavreniuk, N. Kussul, A. Shelestov, O. Dubovyk, F. Low
IGARSS, Valencia, Spain. – 2018. – P. 7062-7065.
DOI:10.1109/IGARSS.2018.8519199

Assessment of Sustainable Development Goals Achieving with Use of NEXUS Approach in the Framework of GEOEssential ERA-PLANET Project
Nataliia Kussul, Mykola Lavreniuk, Leonid Sumilo, Andrii Kolotii, Olena Rakoid, Bohdan Yailymov, Andrii Shelestov, Vladimir Vasiliev
XVIII International Conference on Data Science and Intelligent Analysis of Information ICDSIAI 2018: Recent Developments in Data Science and Intelligent Analysis of Information. – 2018. – P. 146-155.
DOI: 10.1007/978-3-319-97885-7_15 

Indoor and Outdoor Air Quality Monitoring on the Base of Intelligent Sensors for Smart City
Andrii Shelestov, Leonid Sumilo, Mykola Lavreniuk, Vladimir Vasiliev, Tatyana Bulanaya, Igor Gomilko, Andrii Kolotii, Kyrylo Medianovskyi, Sergii Skakun
XVIII International Conference on Data Science and Intelligent Analysis of Information ICDSIAI 2018: Recent Developments in Data Science and Intelligent Analysis of Information – 2018. – P. 134-145.
DOI: 10.1007/978-3-319-97885-7_14