Nataliia Kussul

According to our database1, Nataliia Kussul authored at least 46 papers between 2008 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
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PhD thesis 
Other 

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Bibliography

2019
Winter Wheat Yield Assessment from Landsat 8 and Sentinel-2 Data: Incorporating Surface Reflectance, Through Phenological Fitting, into Regression Yield Models.
Remote Sensing, 2019

Roadside collection of training data for cropland mapping is viable when environmental and management gradients are surveyed.
Int. J. Appl. Earth Obs. Geoinformation, 2019

The Use of Landsat 8 and Sentinel-2 Data and Meterological Observations for Winter Wheat Yield Assessment.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Nexus Approach for Calculating SDG Indicator 2.4.1 Using Remote Sensing and Biophysical Modeling.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Sentinel-3 Urban Heat Island Monitoring and analysis for Kyiv Based on Vector Data.
Proceedings of the 10th International Conference on Dependable Systems, 2019

Land Cover and Land Use Monitoring Based on Satellite Data within World Bank Project.
Proceedings of the 10th International Conference on Dependable Systems, 2019

2018
Object-Based Postprocessing Method for Crop Classification MAPS.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Deep Learning Crop Classification Approach Based on Sparse Coding of Time Series of Satellite Data.
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.
IEEE Geosci. Remote Sensing Lett., 2017

Large scale crop classification using Google earth engine platform.
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.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Sentinel-2 for agriculture national demonstration in ukraine: Results and further steps.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Speckle reducing for Sentinel-1 SAR data.
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.
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.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2016

Parcel-Based Crop Classification in Ukraine Using Landsat-8 Data and Sentinel-1A Data.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2016

Towards an Improved Environmental Understanding of Land Surface Dynamics in Ukraine Based on Multi-Source Remote Sensing Time-Series Datasets from 1982 to 2013.
Remote Sensing, 2016

A Unified Cropland Layer at 250 m for Global Agriculture Monitoring.
Data, 2016

Validation methods for regional retrospective high resolution land cover for Ukraine.
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.
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.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015
Building a Data Set over 12 Globally Distributed Sites to Support the Development of Agriculture Monitoring Applications with Sentinel-2.
Remote Sensing, 2015

Regional retrospective high resolution land cover for Ukraine: Methodology and results.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Parcel based classification for agricultural mapping and monitoring using multi-temporal satellite image sequences.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Geospatial Intelligence and Data Fusion Techniques for Sustainable Development Problems.
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.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2014

Service-oriented infrastructure for flood mapping using optical and SAR satellite data.
Int. J. Digital Earth, 2014

A Utility-Based Reputation Model for Grid Resource Management System.
Computing and Informatics, 2014

Efficiency assessment of using satellite data for crop area estimation in Ukraine.
Int. J. Appl. Earth Obs. Geoinformation, 2014

Quantitative estimation of drought risk in Ukraine using satellite data.
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.
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.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Orthorectification of Sich-2 satellite images using elastic models.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013
Use of the Earth Observing One (EO-1) Satellite for the Namibia SensorWeb Flood Early Warning Pilot.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2013

Assessing security threat scenarios for utility-based reputation model in grids.
Comput. Secur., 2013

Winter wheat yield forecasting in Ukraine based on Earth observation, meteorological data and biophysical models.
Int. J. Appl. Earth Obs. Geoinformation, 2013

Sensor Web approach to flood monitoring and risk assessment.
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.
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.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2012

Interoperable Infrastructure for Flood Monitoring: SensorWeb, Grid and Cloud.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2012

Crop area estimation in Ukraine using satellite data within the MARS project.
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.
Proceedings of the Grid and Cloud Database Management, 2011

2010
The Data Fusion Grid Infrastructure: Project Objectives and Achievements.
Computing and Informatics, 2010

2009
Grid and sensor web technologies for environmental monitoring.
Earth Science Informatics, 2009

2008
Grid system for flood extent extraction from satellite images.
Earth Science Informatics, 2008

Web service for biodiversity estimation using remote sensing data.
Int. J. Digital Earth, 2008


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