Abstracts

2020

New opportunities for land use analysis
Yailymova Hanna, Nataliia Kussul, Shelestov Andrii, Lavreniuk Mykola
2020 IAMO Forum “Digital transformation – towards sustainable food value chains in Eurasia”, 24-26 June 2020 (approved).

World bank project “Supporting Transparent Land Government in Ukraine” as a step towards the digitalization of Ukraine economy and ecology
Nataliia Kussul
2020 IAMO Forum “Digital transformation – towards sustainable food value chains in Eurasia”, 24-26 June 2020 (approved).

Monitoring of SDG’s indicators and agricultural lands productivity using Amazon Cloud Platform
Shelestov Andrii
2020 IAMO Forum “Digital transformation – towards sustainable food value chains in Eurasia”, 24-26 June 2020 (approved).

Active Fire Detection For Stubble Burning Identification Using Remote Sensing Data
Shumilo Leonid, Shelestov Andrii, Yailymov Bohdan, Kalinchuk Anastasia
2020 IAMO Forum “Digital transformation – towards sustainable food value chains in Eurasia”, 24-26 June 2020 (approved).

2019

Winter wheat yield assessment from Landsat 8 and Sentinel-2 data: why data normalization matters
Skakun S.Vermote E.Franch B.Roger J. C.Ju J.Masek J.Kussul N.Justice C.
2019 Living Planet Symposium, 13-17 May 2019, MiCo – Milano Congressi – Milan, Italy
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Satellite-Based Multi-Sensor Framework for Crop Condition Monitoring
Ghazaryan G.Dubovyk O.Graw V.Kussul N.Schellberg J.
2019 Living Planet Symposium, 13-17 May 2019, MiCo – Milano Congressi – Milan, Italy
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A Deep Convolutional Encoder-Decoder Network for Crop Classification Maps Filtration
Lavreniuk M.
2019 Living Planet Symposium, 13-17 May 2019, MiCo – Milano Congressi – Milan, Italy
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Cropland productivity estimation workflow within GEO-Essential ERA-PLANET Project
Kolotii A.Shumilo L.Lavreniuk M.Kussul N.
2019 Living Planet Symposium, 13-17 May 2019, MiCo – Milano Congressi – Milan, Italy
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Anomaly detection for training data forming and validation in task of crop classification using Satellite data
Shumilo L.
2019 Living Planet Symposium, 13-17 May 2019, MiCo – Milano Congressi – Milan, Italy
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Land Surface Temperature estimation for Smart City
Shumilo L.Shelestov A.Yailymov B.Korsunska Y.  , Kussul N.
2019 Living Planet Symposium, 13-17 May 2019, MiCo – Milano Congressi – Milan, Italy
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Urban Growth Services Within ERA-PLANET SMURBS Project
Shelestov A.Raudner A.Kolotii A.Marinosci I.Attanasio A.Munafò M.Lavreniuk M.Speyer O.Yailymov B.Kussul N.
2019 Living Planet Symposium, 13-17 May 2019, MiCo – Milano Congressi – Milan, Italy
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Anomaly Detection Approach for In-Situ Data in the Crop Classification Task Using Supervised and Unsupervised Methods
Leonid Shumilo
Earth Observation Phi-Week, 9-13 September 2019, Rome, Italy
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U-net for Crop Classification Map Filtration
Mykola Lavreniuk
Earth Observation Phi-Week, 9-13 September 2019, Rome, Italy
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Crop Mapping Based on Sentinel-1 and Sentinel-2 Data Within World Bank Project
Nataliia Kussul, Andrii Shelestov, Mykola Lavreniuk, Andrii Kolotii, Vladimir Vasiliev
Earth Observation Phi-Week, 9-13 September 2019, Rome, Italy
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Air Quality Estimation for the Kyiv City Within ERA-PLANET Project
Shelestov A., Shumilo L., Kolotii A., Korsunska Y.
Earth Observation Phi-Week, 9-13 September 2019, Rome, Italy
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Nexus Approach for Calculating SDG Indicator 2.4.1 Using Remote Sensing and Biophysical Modeling
Nataliia Kussul, Mykola Lavreniuk, Leonid Shumilo, Andrii Kolotii
IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium — 2019 — 6425-6428 – 
DOI: 10.1109/IGARSS.2019.8898549.
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The Use of Landsat 8 and Sentinel-2 Data and Meterological Observations for Winter Wheat Yield Assessment
Skakun, S., Franch, B., Vermote, E., Roger, J. C., Kussul, N., & Masek, J.
IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium — 2019 — 6291-6294 – 
DOI:10.1109/IGARSS.2019.8898245
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Air Quality Estimation Using Satellite and In-situ Data for Kyiv City within ERA-PLANET Project
Yuliia Korsunska, Leonid Shumilo, Andrii Kolotii, Andrii Shelestov
2019 IEEE 2nd Ukraine Conference on Electrical and Computer Engineering (UKRCON), 2-6 July 2019, Lviv, Ukraine – P. 1032-1036 – 
DOI: 10.1109/UKRCON.2019.8879843
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Transparent Land Governance in Ukraine within World Bank Program
Nataliia Kussul, Andrii Shelestov, Mykola Lavreniuk, Andrii Kolotii, Vladimir Vasiliev
2019 IEEE 2nd Ukraine Conference on Electrical and Computer Engineering (UKRCON), 2-6 July 2019, Lviv, Ukraine – P. 1077-1080 –
DOI: 10.1109/UKRCON.2019.8879771
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Use of Modified BM3D Filter and CNN Classifier for SAR Data to Improve Crop Classification Accuracy
Mykola Lavreniuk, Andrii Shelestov, Nataliia Kussul, Oleksii Rubel, Vladimir Lukin, Karen Egiazarian
2019 IEEE 2nd Ukraine Conference on Electrical and Computer Engineering (UKRCON), 2-6 July 2019, Lviv, Ukraine – P. 1-6 –
DOI: 10.1109/UKRCON.2019.8879805.
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Land Surface Temperature Analysis and Trends for Rivne Using Remote Sensing Data
Leonid Shumilo, Bohdan Yailymov, Mykola Lavreniuk, Andrii Shelestov, Yuliia Korsunska
2019 IEEE 2nd Ukraine Conference on Electrical and Computer Engineering (UKRCON) 2-6 July 2019, Lviv, Ukraine –  P. 1107-1111 – 
DOI: 10.1109/UKRCON.2019.8879776
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Land Cover and Land Use Monitoring Based on Satellite Data within World Bank Project
Nataliia Kussul, Andrii Shelestov, Mykola Lavreniuk, Andrii Kolotii, Vladimir Vasiliev
2019 10th International Conference on Dependable Systems, Services and Technologies (DESSERT), 5-7 June 2019,  Leeds, United Kingdom – P. 127-130 – DOI: 10.1109/DESSERT.2019.8770040.
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Sentinel-3 Urban Heat Island Monitoring and analysis for Kyiv Based on Vector Data
Leonid Shumilo, Nataliia Kussul, Andrii Shelestov, Yuliia Korsunska, Bohdan Yailymov
2019 10th International Conference on Dependable Systems, Services and Technologies (DESSERT), 5-7 June 2019,  Leeds, United Kingdom – P. 131-135 – DOI: 10.1109/DESSERT.2019.8770042.
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Rivne City Land Cover and Land Surface Temperature Analysis Using Remote Sensing Data
Leonid Shumilo, Bohdan Yailymov, Nataliia Kussul, Mykola Lavreniuk, Andrii Shelestov, Yuliia Korsunska
2019 IEEE 39th International Conference on Electronics and Nanotechnology (ELNANO), 16-18 April 2019, Kyiv, Ukraine – P. 813-816 –DOI: 10.1109/ELNANO.2019.8783604.
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Smart City Services for Kiev City Within ERA-PLANET SMURBS Project
Andrii Shelestov, Andrii Kolotii, Mykola Lavreniuk, Bohdan Yailymov, Leonid Shumilo, Yuliia Korsunska
2019 IEEE 39th International Conference on Electronics and Nanotechnology (ELNANO), 16-18 April 2019, Kyiv, Ukraine – P. 784-788 – DOI: 10.1109/ELNANO.2019.8783424.
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Crop Classification Maps Filtration Based on Deep Learning Methods
Mykola Lavreniuk
2019 IEEE 2nd Ukraine Conference on Electrical and Computer Engineering (UKRCON), 2-6 July 2019, Lviv, Ukraine – P. 1081-1085 – 
DOI: 10.1109/UKRCON.2019.8879903.
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Prediction of Visual Quality for Lossy Compressed Images
Sergey S. Krivenko, Mikhail Zriakhov, Nataliia Kussul, Vladimir Vasilyevich Lukin
2019 IEEE 15th International Conference on the Experience of Designing and Application of CAD Systems (CADSM), February 2019 – P. 89-93 – DOI: 10.1109/CADSM.2019.8779266.
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Comparison Of Different Data Sources To Generate Regional Cropland Maps Across Agricultural Systems
Dmitry Plotnikov, Diego de Abelleyra, Santiago R Verón, Miao Zhang, Mykola Lavreniuk, Nataliia Kussul, Francois Waldner, Aly Ziad
Conference: Living Planet Symposium At: Milan – 2019 – DOI: 10.13140/RG.2.2.17659.36649
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2018

Cloud Implementation of Country Level Crop Classification Based on Time Series of Satellite Data. In AGU Fall Meeting Abstracts.
Shumilo, L., Kussul, N., Lavreniuk, M. S., Shelestov, A.
American Geophysical Union, Fall Meeting – 2018. – IN51B-0585
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Use of Land Cover Maps as Indicators for Achieving Sustainable Development Goals.
Shumilo, L., Kolotii, A., Lavreniuk, M., & Yailymov, B.
IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium – 2018 – DOI: 10.1109/IGARSS.2018.8519141
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Indoor and outdoor air quality monitoring on the base of intelligent sensors for smart city
Shelestov, A., Sumilo, L., Lavreniuk, M., Vasiliev, V., Bulanaya, T., Gomilko, I., Kolotii A, Medianovskyi K, Skakun, S.
XVIII International Conference on Data Science and Intelligent Analysis of Information – 2018. – Vol. 836. –PP. 134-145
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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 Shumilo, Andrii Kolotii, Olena Rakoid, Bohdan Yailymov, Andrey Yu. Shelestov, Vladimir Vasiliev
Recent Developments in Data Science and Intelligent Analysis of Information – 2018 – DOI: 10.1007/978-3-319-97885-7_15
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Air quality monitoring system in the kyiv city within SMURBS (ERA-PLANET) project
Andrii Shelestov
6th Ukrainian Conference GEO-UA АЕРОКОСМІЧНІ СПОСТЕРЕЖЕННЯ В ІНТЕРЕСАХ СТАЛОГО РОЗВИТКУ ТА БЕЗПЕКИ. – 2018. – P. 58-62
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Automated System for Crop Mapping in Amazon Web Services based on Sentinel Data
Mykola Lavreniuk, Andrii Shelestov, Andrii Kolotii, Vladimir Vasiliev, Leonid Shumilo, Nataliia Kussul
EGU General Assembly Conference Abstracts. – 2018. – Vol.20 – P. 16629
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Air Quality Monitoring in Smart City Using Intelligent Sensors
Mykola Lavreniuk, Andrii Shelestov, Andrii Kolotii, Vladimir Vasiliev, Tatyana Bulanaya, Igor Gomilko
EGU General Assembly Conference Abstracts – 2018. – Vol. 20. – P. 17087
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Deep learning crop classification approach based on coding input satellite data into the unified hyperspace
Lavreniuk, M., Kussul, N., & Novikov, A.
38th International Conference on Electronics and Nanotechnology (ELNANO) – 2018 – pp. 239-244
DOI:10.1109/ELNANO.2018.8477525
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Methodology for Sustainable Development Goal indicators calculation with Vlab implementationLand degradation assessment in Ukraine within ERAPLANET Geo-Essential project
A. Kolotii, N. Kussul, M. Lavreniuk, B. Yailymov, O. Rakoid, Y. Kolmaz
6th Ukrainian Conference GEO-UA АЕРОКОСМІЧНІ СПОСТЕРЕЖЕННЯ В ІНТЕРЕСАХ СТАЛОГО РОЗВИТКУ ТА БЕЗПЕКИ. – 2018. – P. 32-33
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L. Shumilo, N. Kussul, M. Lavreniuk, A. Kolotii
6th Ukrainian Conference GEO-UA АЕРОКОСМІЧНІ СПОСТЕРЕЖЕННЯ В ІНТЕРЕСАХ СТАЛОГО РОЗВИТКУ ТА БЕЗПЕКИ. – 2018. – P. 38-39
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National Ukrainian cloud-based service for automatic crop classification within GEOESSENTIAL project
L. Shumilo, N. Kussul, M. Lavreniuk, A. Kolotii
6th Ukrainian Conference GEO-UA АЕРОКОСМІЧНІ СПОСТЕРЕЖЕННЯ В ІНТЕРЕСАХ СТАЛОГО РОЗВИТКУ ТА БЕЗПЕКИ. – 2018. – P. 45-46
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Application of harmonized landsat Sentinel-2 product for crop yield assessment
S. Skakun, E. Vermote, B. Franch, J-.C. Roger, J. Masek, C. Justice, N. Kussul, J. Ju
6th Ukrainian Conference GEO-UA АЕРОКОСМІЧНІ СПОСТЕРЕЖЕННЯ В ІНТЕРЕСАХ СТАЛОГО РОЗВИТКУ ТА БЕЗПЕКИ. – 2018. – P. 98-99
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Satellite crop monitoring within World Bank project on land management transparency in Ukraine
Nataliia Kussul, Eugene Karlov, Andrii Shelestov, Vladimir Vasiliev, Mykola Lavreniuk
6th Ukrainian Conference GEO-UA АЕРОКОСМІЧНІ СПОСТЕРЕЖЕННЯ В ІНТЕРЕСАХ СТАЛОГО РОЗВИТКУ ТА БЕЗПЕКИ. – 2018. – P. 142-144
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Моніторинг росту міст в межах проекту SMURBS
Яйлимов Б. Я., Шелестов А. Ю., Лавренюк М. С.
6th Ukrainian Conference GEO-UA АЕРОКОСМІЧНІ СПОСТЕРЕЖЕННЯ В ІНТЕРЕСАХ СТАЛОГО РОЗВИТКУ ТА БЕЗПЕКИ. – 2018. – P. 64-65
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Ground data collection in Ukraine over JECAM test site within international projects
Shelestov A., Yaylimov B., Lavreniuk N
6th Ukrainian Conference GEO-UA АЕРОКОСМІЧНІ СПОСТЕРЕЖЕННЯ В ІНТЕРЕСАХ СТАЛОГО РОЗВИТКУ ТА БЕЗПЕКИ. – 2018. – P. 144-145
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Filtration methodology for crop classification maps based on Sentinel data
M. Lavreniuk
6th Ukrainian Conference GEO-UA АЕРОКОСМІЧНІ СПОСТЕРЕЖЕННЯ В ІНТЕРЕСАХ СТАЛОГО РОЗВИТКУ ТА БЕЗПЕКИ. – 2018. – P. 141-142
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