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, Gerard Dedieu, Eric Guzzonato, Olivier Hagolle, Jordi Inglada, Laurentiu Nicola, Thierry Rabaute, Mickael Savinaud, Cosmin Udroiu, Silvia Valero, Agnes Begue, Jean-Francois 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. – 2018. – Volume 221 – P. 551-568. – DOI: doi.org/10.1016/j.rse.2018.11.007 
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Comparison of Global and Continental Land Cover Products for Selected Study Areas in South Central and Eastern European Region
Ioannis Manakos, Monika Tomaszewska, Ioannis Z. Gkinis, Olga Brovkina, Lachezar Filchev, Levent Genc, Ioannis Gitas, Andrej Halabuk, Melis Inalpulat, Anisoara Irimescu, Georgi Jelev, Konstantinos Karantzalos, Thomas Katagis, Lucie Kupkova, Mykola Lavreniuk, Minucer Mesaros, Denis Mihailescu, Mihai Nita, Tomas Rusnak, Premysl Stych, Frantisek Zemek, Jana Albrechtova, Petya Campbell
Remote Sensing. – 2018. – DOI: 10.3390/rs10121967 
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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 
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Spatial distribution of arable and abandoned land across former Soviet Union countries
Myroslava Lesiv, Dmitry Schepaschenko, Elena Moltchanova, Rostyslav Bun, Martina Durauer, Alexander V. Prishchepov, Florian Schierhorn, Stephan Estel, Tobias Kuemmerle, Camilo Alcantara, Natalia Kussul, Maria Shchepashchenko, Olga Kutovaya, Olga Martynenko, Viktor Karminov, Anatoly Shvidenko, Petr Havlik, Florian Kraxner, Linda See & Steffen Fritz
Scientific Data. – 2018. – Vol. 5. No. 180056. – DOI: 10.1038/sdata.2018.56 
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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 
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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 
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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 
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A rule-based approach for crop identification using multi-temporal and multi-sensor phenological metrics
Gohar Ghazaryan, Olena Dubovyk, Fabian Low, Mykola Lavreniuk, Andrii Kolotii, Jurgen Schellberg, Nataliia Kussul
European Journal of Remote Sensing. – 2018. – Vol. 51. – P. 511-524. – DOI: 10.1080/22797254.2018.1455540 
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Огляд методів машинного навчання для класифікації великих обсягів супутникових даних
М.С. Лавренюк, О.М. Новіков
Системні дослідження та інформаційні технології – 2018. – Vol. 1. – P. 52-71. – DOI: 10.20535/SRIT.2308-8893.2018.1.04 
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Зміни земного покриву як супутниковий індикатор моніторингу досягнення нейтрального рівня деградації земель
Н. Куссуль, О. Ракоид, А. Колотий, М. Лавренюк
LDN Target Setting Programme Моніторинг та індикатори нейтрального рівня деградації земель в Україні. – 2018. – P. 43-54 
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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 
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Use of land cover maps as indicators for achieving sustainable development goals
L. Shumilo, A. Kolotii, M. Lavreniuk, B. Yailymov
IGARSS, Valencia, Spain. – 2018. – P. 830-833.– DOI:10.1109/IGARSS.2018.8519141 
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Deep learning crop classification approach based on sparse coding of time series of satellite data
M. Lavreniuk, N. Kussul, A. Novikov
IGARSS, Valencia, Spain. – 2018. – P. 4816-4819.– DOI:10.1109/IGARSS.2018.8518263 
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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 
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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 
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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 
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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 
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