Leonid Shumilo

According to our database1, Leonid Shumilo authored at least 29 papers between 2018 and 2023.

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

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
Geospatial Monitoring of Sustainable and Degraded Agricultural Land.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Climate-Analog Velocity Estimation using Optical Flow Approach.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Generative Adversarial Networks for the Satellite Data Super Resolution Based on the Transformers with Attention.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Monitoring of Fires Caused by War in Ukraine Based on Satellite Data.
Proceedings of the 13th International Conference on Dependable Systems, 2023

Generative Adversarial Network Style Transfer for Sustainable Urban Restoration Planning in Ukraine.
Proceedings of the 13th International Conference on Dependable Systems, 2023

2022
Super Resolution Approach for the Satellite Data Based on the Generative Adversarial Networks.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Agriculture Land Appraisal with Use of Remote Sensing and Infrastructure Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

High-Impact Hot Spots of Land Cover Land Use Change in Ukraine.
Proceedings of the 12th International Conference on Dependable Systems, 2022

2021
U-Net Model for Logging Detection Based on the Sentinel-1 and Sentinel-2 Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Extension of Copernicus Urban Atlas to Non-European Countries.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Relationships Between Land Degradation and Climate Change Vulnerability of Agricultural Water Resources.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Automatic Deforestation Detection based on the Deep Learning in Ukraine.
Proceedings of the 2021 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2021

Remote Sensing Data usage for Smart City Greening Strategy Planning.
Proceedings of the 19th IEEE International Conference on Smart Technologies, 2021

Ground Based Validation of Copernicus Atmosphere Monitoring Service Data for Kyiv.
Proceedings of the 19th IEEE International Conference on Smart Technologies, 2021

The Land Degradation Estimation Remote Sensing Methods Using RUE-adjusted NDVI.
Proceedings of the 19th IEEE International Conference on Smart Technologies, 2021

2020
Cloud Approach to Automated Crop Classification Using Sentinel-1 Imagery.
IEEE Trans. Big Data, 2020

Essential variables for air quality estimation.
Int. J. Digit. Earth, 2020

Developing food, water and energy nexus workflows.
Int. J. Digit. Earth, 2020

A workflow for Sustainable Development Goals indicators assessment based on high-resolution satellite data.
Int. J. Digit. Earth, 2020

Active Fire Monitoring Service for Ukraine Based on Satellite Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Assessment of Land Consumption for SDG Indicator 11.3.1 Using Global and Local Built-Up Area Maps.
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.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Remote Sensing Approaches for Deforestation Identification in Ukraine.
Proceedings of the 2020 IEEE 5th International Symposium on Smart and Wireless Systems within the Conferences on Intelligent Data Acquisition and Advanced Computing Systems (IDAACS-SWS), 2020

Automatic Anomaly Detection Methodology for Crop Classification Data Using Morphological Features.
Proceedings of the 2020 IEEE 5th International Symposium on Smart and Wireless Systems within the Conferences on Intelligent Data Acquisition and Advanced Computing Systems (IDAACS-SWS), 2020

Losses Assessment for Winter Crops Based on Satellite Data and Fuzzy Logic.
Proceedings of the 2020 IEEE 5th International Symposium on Smart and Wireless Systems within the Conferences on Intelligent Data Acquisition and Advanced Computing Systems (IDAACS-SWS), 2020

Crop monitoring technology based on time series of satellite imagery.
Proceedings of the 11th IEEE International Conference on Dependable Systems, 2020

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

2018
Use of Land Cover Maps as Indicators for Achieving Sustainable Development Goals.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018


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