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1

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

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

Journal:

IEEE Geoscience and Remote Sensing Letters

Year:

2017

Language:

english

File:

PDF, 4.41 MB

english, 2017

2

Exploring Google Earth Engine Platform for Big Data Processing: Classification of Multi-Temporal Satellite Imagery for Crop Mapping

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

Journal:

Frontiers in Earth Science

Year:

2017

Language:

english

File:

PDF, 3.91 MB

english, 2017

3

[IEEE 2019 10th International Conference on Dependable Systems, Services and Technologies (DESSERT) - Leeds, United Kingdom (2019.6.5-2019.6.7)] 2019 10th International Conference on Dependable Systems, Services and Technologies (DESSERT) - Sentinel-3 Urban Heat Island Monitoring and analysis for Kyiv Based on Vector Data

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

Year:

2019

Language:

english

File:

PDF, 3.83 MB

english, 2019

4

[IEEE 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) - Fort Worth, TX (2017.7.23-2017.7.28)] 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) - Large scale crop classification using Google earth engine platform

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

Year:

2017

Language:

english

File:

PDF, 355 KB

english, 2017

5

Flood Hazard and Flood Risk Assessment Using a Time Series of Satellite Images: A Case Study in Namibia

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

Journal:

Year:

2014

Language:

english

File:

PDF, 2.98 MB

english, 2014

6

[IEEE IGARSS 2014 - 2014 IEEE International Geoscience and Remote Sensing Symposium - Quebec City, QC (2014.7.13-2014.7.18)] 2014 IEEE Geoscience and Remote Sensing Symposium - Efficiency estimation of different satellite data usage for winter wheat yield forecasting in Ukraine

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

Year:

2014

Language:

english

File:

PDF, 1.10 MB

english, 2014

7

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

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

Journal:

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Year:

2015

Language:

english

File:

PDF, 1.41 MB

english, 2015

8

A rule-based approach for crop identification using multi-temporal and multi-sensor phenological metrics

Ghazaryan, Gohar, Dubovyk, Olena, Löw, Fabian, Lavreniuk, Mykola, Kolotii, Andrii, Schellberg, Jürgen, Kussul, Nataliia

Journal:

European Journal of Remote Sensing

Year:

2018

Language:

english

File:

PDF, 2.89 MB

english, 2018

9

The use of satellite data for agriculture drought risk quantification in Ukraine

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

Journal:

Geomatics Natural Hazards and Risk

Year:

2015

Language:

english

File:

PDF, 1.28 MB

english, 2015

10

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

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

Journal:

International Journal of Applied Earth Observation and Geoinformation

Year:

2013

Language:

english

File:

PDF, 2.32 MB

english, 2013

11

Cloud Approach to Automated Crop Classification Using Sentinel-1 Imagery

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

Journal:

IEEE Transactions on Big Data

Year:

2019

Language:

english

File:

PDF, 4.03 MB

english, 2019

12

[IEEE 2020 IEEE 11th International Conference on Dependable Systems, Services and Technologies (DESSERT) - Kyiv, Ukraine (2020.5.14-2020.5.18)] 2020 IEEE 11th International Conference on Dependable Systems, Services and Technologies (DESSERT) - Crop monitoring technology based on time series of satellite imagery

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

Year:

2020

File:

PDF, 1.88 MB

2020

13

Early season large-area winter crop mapping using MODIS NDVI data, growing degree days information and a Gaussian mixture model

Skakun, Sergii, Franch, Belen, Vermote, Eric, Roger, Jean-Claude, Becker-Reshef, Inbal, Justice, Christopher, Kussul, Nataliia

Journal:

Remote Sensing of Environment

Year:

2017

Language:

english

File:

PDF, 7.66 MB

english, 2017

14

Assessing security threat scenarios for utility-based reputation model in grids

Kussul, Olga, Kussul, Nataliia, Skakun, Sergii

Journal:

Computers & Security

Year:

2013

Language:

english

File:

PDF, 1.10 MB

english, 2013

15

[IEEE 2018 IEEE 38th International Conference on Electronics and Nanotechnology (ELNANO) - Kiev (2018.4.24-2018.4.26)] 2018 IEEE 38th International Conference on Electronics and Nanotechnology (ELNANO) - Deep Learning Crop Classification Approach Based on Coding Input Satellite Data Into the Unified Hyperspace

Lavreniuk, Mykola, Kussul, Nataliia, Novikov, Alexei

Year:

2018

Language:

english

File:

PDF, 1007 KB

english, 2018

16

[IEEE 2019 IEEE 15th International Conference on the Experience of Designing and Application of CAD Systems (CADSM) - Polyana, Ukraine (2019.2.26-2019.3.2)] 2019 IEEE 15th International Conference on the Experience of Designing and Application of CAD Systems (CADSM) - Prediction of Visual Quality for Lossy Compressed Images

Krivenko, Sergey, Zriakhov, Mikhail, Kussul, Nataliia, Lukin, Vladimir

Year:

2019

Language:

english

File:

PDF, 1.79 MB

english, 2019

17

[IEEE 2019 10th International Conference on Dependable Systems, Services and Technologies (DESSERT) - Leeds, United Kingdom (2019.6.5-2019.6.7)] 2019 10th International Conference on Dependable Systems, Services and Technologies (DESSERT) - Land Cover and Land Use Monitoring Based on Satellite Data within World Bank Project

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

Year:

2019

Language:

english

File:

PDF, 3.49 MB

english, 2019

18

[IEEE IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium - Valencia (2018.7.22-2018.7.27)] IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium - Deep Learning Crop Classification Approach Based on Sparse Coding of Time Series of Satellite Data

Lavreniuk, Mykola, Kussul, Nataliia, Novikov, Alexei

Year:

2018

Language:

english

File:

PDF, 484 KB

english, 2018

19

Satellite Data Reveal Cropland Losses in South-Eastern Ukraine Under Military Conflict

Skakun, Sergii, Justice, Christopher O., Kussul, Nataliia, Shelestov, Andrii, Lavreniuk, Mykola

Journal:

Frontiers in Earth Science

Year:

2019

File:

PDF, 2.28 MB

2019

20

[IEEE IGARSS 2016 - 2016 IEEE International Geoscience and Remote Sensing Symposium - Beijing, China (2016.7.10-2016.7.15)] 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) - Deep learning approach for large scale land cover mapping based on remote sensing data fusion

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

Year:

2016

Language:

english

File:

PDF, 469 KB

english, 2016

21

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

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

Journal:

International Journal of Digital Earth

Year:

2019

File:

PDF, 4.31 MB

2019

22

Crop inventory at regional scale in Ukraine: developing in season and end of season crop maps with multi-temporal optical and SAR satellite imagery

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

Journal:

European Journal of Remote Sensing

Year:

2018

Language:

english

File:

PDF, 2.10 MB

english, 2018

23

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

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

Journal:

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Year:

2014

Language:

english

File:

PDF, 762 KB

english, 2014

24

[IEEE IGARSS 2015 - 2015 IEEE International Geoscience and Remote Sensing Symposium - Milan, Italy (2015.7.26-2015.7.31)] 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) - Parcel based classification for agricultural mapping and monitoring using multi-temporal satellite image sequences

Kussul, Nataliia, Lemoine, Guido, Gallego, Javier, Skakun, Sergii, Lavreniuk, Mykola

Year:

2015

Language:

english

File:

PDF, 3.18 MB

english, 2015

25

[IEEE IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium - Valencia, Spain (2018.7.22-2018.7.27)] IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium - Object-Based Postprocessing Method for Crop Classification MAPS

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

Year:

2018

Language:

english

File:

PDF, 386 KB

english, 2018

26

Grid and sensor web technologies for environmental monitoring

Nataliia Kussul, Andrii Shelestov, Serhiy Skakun

Journal:

Earth Science Informatics

Year:

2009

Language:

english

File:

PDF, 1002 KB

english, 2009

27

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

Kussul, Nataliia N., Shelestov, Andrii Yu., Skakun, Sergii V., Li, Guoqing, Kussul, Olga M.

Journal:

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Year:

2012

Language:

english

File:

PDF, 1.03 MB

english, 2012

28

[IEEE 2017 9th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS) - Bucharest, Romania (2017.9.21-2017.9.23)] 2017 9th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS) - Land degradation estimation from global and national satellite based datasets within UN program

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

Year:

2017

Language:

english

File:

PDF, 4.27 MB

english, 2017

29

[IEEE 2019 IEEE 2nd Ukraine Conference on Electrical and Computer Engineering (UKRCON) - Lviv, Ukraine (2019.7.2-2019.7.6)] 2019 IEEE 2nd Ukraine Conference on Electrical and Computer Engineering (UKRCON) - Use of Modified BM3D Filter and CNN Classifier for SAR Data to Improve Crop Classification Accuracy

Lavreniuk, Mykola, Shelestov, Andrii, Kussul, Nataliia, Rubel, Oleksii, Lukin, Vladimir, Egiazarian, Karen

Year:

2019

File:

PDF, 913 KB

2019

30

[IEEE IGARSS 2013 - 2013 IEEE International Geoscience and Remote Sensing Symposium - Melbourne, Australia (2013.07.21-2013.07.26)] 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS - Sensor Web approach to flood monitoring and risk assessment

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

Year:

2013

Language:

english

File:

PDF, 304 KB

english, 2013

31

Towards a set of agrosystem-specific cropland mapping methods to address the global cropland diversity

Waldner, François, De Abelleyra, Diego, Verón, Santiago R., Zhang, Miao, Wu, Bingfang, Plotnikov, Dmitry, Bartalev, Sergey, Lavreniuk, Mykola, Skakun, Sergii, Kussul, Nataliia, Le Maire, Guerric, Dupu

Journal:

International Journal of Remote Sensing

Year:

2016

Language:

english

File:

PDF, 5.75 MB

english, 2016

32

Developing food, water and energy nexus workflows

McCallum, Ian, Montzka, Carsten, Bayat, Bagher, Kollet, Stefan, Kolotii, Andrii, Kussul, Nataliia, Lavreniuk, Mykola, Lehmann, Anthony, Maso, Joan, Mazzetti, Paolo, Mosnier, Aline, Perracchione, Emma,

Journal:

International Journal of Digital Earth

Year:

2019

File:

PDF, 1.79 MB

2019

33

A Unified Cropland Layer at 250 m for Global Agriculture Monitoring

Waldner, François, Fritz, Steffen, Di Gregorio, Antonio, Plotnikov, Dmitry, Bartalev, Sergey, Kussul, Nataliia, Gong, Peng, Thenkabail, Prasad, Hazeu, Gerard, Klein, Igor, Löw, Fabian, Miettinen, Jukk

Journal:

Year:

2016

Language:

english

File:

PDF, 851 KB

english, 2016

34

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

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

Journal:

International Journal of Applied Earth Observation and Geoinformation

Year:

2014

Language:

english

File:

PDF, 2.56 MB

english, 2014

35

[IEEE IGARSS 2013 - 2013 IEEE International Geoscience and Remote Sensing Symposium - Melbourne, Australia (2013.07.21-2013.07.26)] 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS - Assessment of relative efficiency of using MODIS data to winter wheat yield forecasting in Ukraine

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

Year:

2013

Language:

english

File:

PDF, 185 KB

english, 2013

36

[IEEE IGARSS 2014 - 2014 IEEE International Geoscience and Remote Sensing Symposium - Quebec City, QC (2014.7.13-2014.7.18)] 2014 IEEE Geoscience and Remote Sensing Symposium - Quantitative estimation of drought risk in Ukraine using satellite data

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

Year:

2014

Language:

english

File:

PDF, 762 KB

english, 2014

37

[IEEE IGARSS 2015 - 2015 IEEE International Geoscience and Remote Sensing Symposium - Milan, Italy (2015.7.26-2015.7.31)] 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) - Regional retrospective high resolution land cover for Ukraine: Methodology and results

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

Year:

2015

Language:

english

File:

PDF, 498 KB

english, 2015

38

[IEEE IGARSS 2012 - 2012 IEEE International Geoscience and Remote Sensing Symposium - Munich, Germany (2012.07.22-2012.07.27)] 2012 IEEE International Geoscience and Remote Sensing Symposium - Crop area estimation in Ukraine using satellite data within the MARS project

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

Year:

2012

Language:

english

File:

PDF, 329 KB

english, 2012

39

Web service for biodiversity estimation using remote sensing data

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

Journal:

International Journal of Digital Earth

Year:

2008

Language:

english

File:

PDF, 419 KB

english, 2008

40

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

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

Journal:

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Year:

2016

Language:

english

File:

PDF, 963 KB

english, 2016

41

Towards an Improved Environmental Understanding of Land Surface Dynamics in Ukraine Based on Multi-Source Remote Sensing Time-Series Datasets from 1982 to 2013

Ghazaryan, Gohar, Dubovyk, Olena, Kussul, Nataliia, Menz, Gunter

Journal:

Year:

2016

Language:

english

File:

PDF, 3.58 MB

english, 2016

42

[IEEE IGARSS 2014 - 2014 IEEE International Geoscience and Remote Sensing Symposium - Quebec City, QC (2014.7.13-2014.7.18)] 2014 IEEE Geoscience and Remote Sensing Symposium - Orthorectification of Sich-2 satellite images using elastic models

Kravchenko, Oleksii, Lavrenyuk, Mykola, Kussul, Nataliia

Year:

2014

Language:

english

File:

PDF, 583 KB

english, 2014

43

Roadside collection of training data for cropland mapping is viable when environmental and management gradients are surveyed

Waldner, François, Bellemans, Nicolas, Hochman, Zvi, Newby, Terence, de Abelleyra, Diego, Verón, Santiago R., Bartalev, Sergey, Lavreniuk, Mykola, Kussul, Nataliia, Maire, Guerric Le, Simoes, Margaret

Journal:

International Journal of Applied Earth Observation and Geoinformation

Year:

2019

File:

PDF, 6.11 MB

2019

44

Interoperable Infrastructure for Flood Monitoring: SensorWeb, Grid and Cloud

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

Journal:

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Year:

2012

Language:

english

File:

PDF, 1.62 MB

english, 2012

45

[IEEE IGARSS 2014 - 2014 IEEE International Geoscience and Remote Sensing Symposium - Quebec City, QC (2014.7.13-2014.7.18)] 2014 IEEE Geoscience and Remote Sensing Symposium - The use of satellite SAR imagery to crop classification in Ukraine within JECAM project

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

Year:

2014

Language:

english

File:

PDF, 2.13 MB

english, 2014

46

[IEEE 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) - Fort Worth, TX (2017.7.23-2017.7.28)] 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) - Sentinel-2 for agriculture national demonstration in ukraine: Results and further steps

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

Year:

2017

Language:

english

File:

PDF, 607 KB

english, 2017

47

Roadside collection of training data for cropland mapping is viable when environmental and management gradients are surveyed

Waldner, François, Bellemans, Nicolas, Hochman, Zvi, Newby, Terence, de Abelleyra, Diego, Verón, Santiago R., Bartalev, Sergey, Lavreniuk, Mykola, Kussul, Nataliia, Maire, Guerric Le, Simoes, Margaret

Journal:

International Journal of Applied Earth Observation and Geoinformation

Year:

2019

Language:

english

File:

PDF, 6.11 MB

english, 2019

48

[IEEE IGARSS 2017 - 2017 IEEE International Geoscience and Remote Sensing Symposium - Fort Worth, TX, USA (2017.7.23-2017.7.28)] 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) - Speckle reducing for Sentinel-1 SAR data

Abramov, Sergey, Rubel, Oleksii, Lukin, Vladimir, Kozhemiakin, Ruslan, Kussul, Nataliia, Shelestov, Andrii, Lavreniuk, Mykola

Year:

2017

Language:

english

File:

PDF, 408 KB

english, 2017

49

Grid system for flood extent extraction from satellite images

Nataliia Kussul, Andrii Shelestov, Serhiy Skakun

Journal:

Earth Science Informatics

Year:

2008

Language:

english

File:

PDF, 1.00 MB

english, 2008

50

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

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

Journal:

International Journal of Digital Earth

Year:

2019

Language:

english

File:

PDF, 4.31 MB

english, 2019

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