Nataliia Kussul

Proceedings of the 20th IEEE International Conference on Smart Technologies, 2023

Machine Learning Models and Technology for Classification of Forest on Satellite Data.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Smart Technologies, 2023

Geospatial Analysis of Life Quality in Ukrainian Rural Areas.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Dependable Systems, 2023

Fusion of very high and moderate spatial resolution satellite data for detection and mapping of damages in agricultural fields.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Dependable Systems, 2023

Assessing Ukrainian Territory Suitability for Solar Power Station Placement Using Satellite Data on Climate and Topography.

[BibT_eX]

[DOI]

Sofiia Drozd

Proceedings of the 13th International Conference on Dependable Systems, 2023

2022

Discrete Atomic Transform-Based Lossy Compression of Three-Channel Remote Sensing Images with Quality Control.

[BibT_eX]

[DOI]

Remote. Sens., 2022

Super Resolution Approach for the Satellite Data Based on the Generative Adversarial Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Fire Danger Assessment Based on the Improved Fire Weather Index.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Agriculture Land Appraisal with Use of Remote Sensing and Infrastructure Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

High-Impact Hot Spots of Land Cover Land Use Change in Ukraine.

[BibT_eX]

[DOI]

Michael Oluwatosin Adegbenro

Christian Abys

Alexander V. Prishchepov

Proceedings of the 12th International Conference on Dependable Systems, 2022

Detection of War-Damaged Agricultural Fields of Ukraine Based on Vegetation Indices Using Sentinel-2 Data.

[BibT_eX]

[DOI]

Hanna Yailymova

Sophia Drozd

Proceedings of the 12th International Conference on Dependable Systems, 2022

Analysis of Cultivated Areas in Ukraine During the War.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Dependable Systems, 2022

2021

Air Quality Estimation in Ukraine Using SDG 11.6.2 Indicator Assessment.

[BibT_eX]

[DOI]

Remote. Sens., 2021

A Comparison between Support Vector Machine and Water Cloud Model for Estimating Crop Leaf Area Index.

[BibT_eX]

[DOI]

Remote. Sens., 2021

Data Protection on Business Intelligence Analytics Platform with Masking Level Adjustment.

[BibT_eX]

[DOI]

Mykhailo V. Kolomytsev

Svitlana O. Nosok

Proceedings of the Selected Papers of the XXI International Scientific and Practical Conference "Information Technologies and Security" (ITS 2021), 2021

U-Net Model for Logging Detection Based on the Sentinel-1 and Sentinel-2 Data.

[BibT_eX]

[DOI]

Leonid Shumilo

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Relationships Between Land Degradation and Climate Change Vulnerability of Agricultural Water Resources.

[BibT_eX]

[DOI]

Leonid Shumilo

Loukas Garanis

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Automatic Deforestation Detection based on the Deep Learning in Ukraine.

[BibT_eX]

[DOI]

Proceedings of the 2021 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2021

Validation of the Global Human Settlement Layer and NASA Population Data for Ukraine.

[BibT_eX]

[DOI]

Proceedings of the 2021 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2021

2020

Cloud Approach to Automated Crop Classification Using Sentinel-1 Imagery.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2020

Developing food, water and energy nexus workflows.

[BibT_eX]

[DOI]

Int. J. Digit. Earth, 2020

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

[BibT_eX]

[DOI]

Int. J. Digit. Earth, 2020

Assessment of Land Consumption for SDG Indicator 11.3.1 Using Global and Local Built-Up Area Maps.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Satellite Agricultural Monitoring in Ukraine at Country Level: World Bank Project.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Deep Recurrent Neural Network for Crop Classification Task Based on Sentinel-1 and Sentinel-2 Imagery.

[BibT_eX]

[DOI]

Leonid Shumilo

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Crop monitoring technology based on time series of satellite imagery.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on Dependable Systems, 2020

2019

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

[BibT_eX]

[DOI]

Remote. Sens., 2019

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

[BibT_eX]

[DOI]

Int. J. Appl. Earth Obs. Geoinformation, 2019

The Use of Landsat 8 and Sentinel-2 Data and Meterological Observations for Winter Wheat Yield Assessment.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Dependable Systems, 2019

Land Cover and Land Use Monitoring Based on Satellite Data within World Bank Project.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Dependable Systems, 2019

2018

Object-Based Postprocessing Method for Crop Classification MAPS.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Alexei Novikov

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.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2017

Large scale crop classification using Google earth engine platform.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Sentinel-2 for agriculture national demonstration in ukraine: Results and further steps.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Speckle reducing for Sentinel-1 SAR data.

[BibT_eX]

[DOI]

Sergey K. Abramov

Oleksii S. Rubel

Vladimir V. Lukin

Ruslan A. Kozhemiakin

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

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

[BibT_eX]

[DOI]

Guido Lemoine

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 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.

[BibT_eX]

[DOI]

Remote. Sens., 2016

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

[BibT_eX]

[DOI]

Data, 2016

Validation methods for regional retrospective high resolution land cover for Ukraine.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Remote. Sens., 2015

Regional retrospective high resolution land cover for Ukraine: Methodology and results.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Guido Lemoine

Mykola Lavrenyuk

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Geospatial Intelligence and Data Fusion Techniques for Sustainable Development Problems.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Service-oriented infrastructure for flood mapping using optical and SAR satellite data.

[BibT_eX]

[DOI]

Int. J. Digit. Earth, 2014

A Utility-Based Reputation Model for Grid Resource Management System.

[BibT_eX]

[DOI]

Comput. Informatics, 2014

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

[BibT_eX]

[DOI]

Int. J. Appl. Earth Obs. Geoinformation, 2014

Quantitative estimation of drought risk in Ukraine using satellite data.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Orthorectification of Sich-2 satellite images using elastic models.

[BibT_eX]

[DOI]

Mykola Lavrenyuk

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.

[BibT_eX]

[DOI]

Jean-Francois Saulnier

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

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

[BibT_eX]

[DOI]

Comput. Secur., 2013

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

[BibT_eX]

[DOI]

Int. J. Appl. Earth Obs. Geoinformation, 2013

Sensor Web approach to flood monitoring and risk assessment.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Andrii Kolotii

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.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012

Interoperable Infrastructure for Flood Monitoring: SensorWeb, Grid and Cloud.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012

Crop area estimation in Ukraine using satellite data within the MARS project.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Grid and Cloud Database Management, 2011

2010

The Data Fusion Grid Infrastructure: Project Objectives and Achievements.

[BibT_eX]

[DOI]

Yulia Gripich

Paul Kopp

Evgeny Lupian

Comput. Informatics, 2010

2009

Grid and sensor web technologies for environmental monitoring.

[BibT_eX]

[DOI]

Serhiy Skakun

Earth Sci. Informatics, 2009

2008

Grid system for flood extent extraction from satellite images.

[BibT_eX]

[DOI]

Serhiy Skakun

Earth Sci. Informatics, 2008

Web service for biodiversity estimation using remote sensing data.

[BibT_eX]

[DOI]