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Денис Кривогуз

Observed names: D Krivoguz, D. Krivoguz, D. O. Krivoguz, D.O. Krivoguz, Denis Krivoguz, Denis O. Krivoguz, Krivoguz O. Denis, Krivoguz, Denis, Денис О. Кривогуз, Кривогуз Денис Олегович
ORCID: 0000-0002-7368-3303
Observed ORCID: 0000-0002-7368-3303
OpenAlex ID: A5082439725
Using Landsat-5 for Accurate Historical LULC Classification: A Comparison of Machine Learning Models
2023 · Denis Krivoguz, Sergei G. Chernyi, et al. · Data · 46
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Geo-spatial analysis of urbanization and environmental changes with deep neural networks: Insights from a three-decade study in Kerch peninsula
2024 · Denis Krivoguz · Ecological Informatics · 40
Surface Water Salinity Evaluation and Identification for Using Remote Sensing Data and Machine Learning Approach
2022 · Raisa Borovskaya, Denis Krivoguz, et al. · Journal of Marine Science and Engineering · 30
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The Kerch Peninsula in Transition: A Comprehensive Analysis and Prediction of Land Use and Land Cover Changes over Thirty Years
2024 · Denis Krivoguz · Sustainability · 17
Machine learning-based assessment of land use change effects on land surface temperature fluctuations in Ho Chi Minh city, Vietnam
2025 · Bui B. Thien, Vu T. Phuong, et al. · Environmental Monitoring and Assessment · 11
A Deep Neural Network Method for Water Areas Extraction Using Remote Sensing Data
2022 · Denis Krivoguz, Liudmila Bespalova, et al. · Journal of Marine Science and Engineering · 9
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Automatic processing of Sentinel-2 image for Kerch peninsula lake areas extraction using QGIS and Python
2020 · Denis Krivoguz, Sergei Mal’ko, et al. · E3S Web of Conferences · 9
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Landslide susceptibility analysis for the Kerch Peninsula using weights of evidence approach and GIS
2020 · Denis Krivoguz, Liudmila Bespalova · Rossijskij žurnal nauk o zemle/Russian journal of earth sciences · 9
Unveiling Climate–Land Use and Land Cover Interactions on the Kerch Peninsula Using Structural Equation Modeling
2024 · Denis Krivoguz, Elena Bespalova, et al. · Climate · 8
Methodology of physiography zoning using machine learning: A case study of the Black Sea
2020 · Denis Krivoguz · Rossijskij žurnal nauk o zemle/Russian journal of earth sciences · 8
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Neural network modeling of changes in the land cover of the Kerch peninsula in the context of landslides occurence
2018 · D.O. Krivoguz, D.N. Burtnik · Nauchno-tekhnicheskiy vestnik Bryanskogo gosudarstvennogo universiteta · 8
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Convolution Neural Network for Identification of Underwater Objects
2022 · Alexander S. Sobolev, Sergei G. Chernyi, et al. · IEEE Conference of Russian Young Researchers in Electrical and Electronic Engineering · 6
Spatial analysis of seasonal patterns in sea surface temperature and salinity distribution in the Black Sea (1992-2017)
2021 · D Krivoguz, A Semenova, et al. · IOP Conference Series Earth and Environmental Science · 6
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Spatial analysis of salinity distribution patterns in upper layers of the Black Sea
2020 · Denis Krivoguz, Sergei Mal’ko, et al. · E3S Web of Conferences · 6
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Assessing Long-Term Lake Dynamics in Response to Climatic Variability: A Comprehensive Statistical Analysis
2023 · Denis Krivoguz, Alexander Ioshpa, et al. · Journal of Marine Science and Engineering · 5
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Machine Learning Approach for Detection of Water Overgrowth in Azov Sea with Sentinel-2 Data
2023 · Denis Krivoguz, Liudmila Bondarenko, et al. · Journal of Marine Science and Engineering · 5
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Performance of Machine Learning Algorithms in Predicting Dissolved Oxygen Concentration
2023 · Denis Krivoguz, Anna Semenova, et al. · Lecture notes in networks and systems · 5
Structural and Logical Model of Transport Maritime Functioning Based on Modeling Information Technology
2021 · Natalya Logunova, Sergei Chernyi, et al. · Economies · 5
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Analysis of Spatial and Temporal Dynamics of Climate Aridization in Rostov Oblast in 1951–2054 Using ERA5 and CMIP6 Data and the De Martonne Index
2025 · Denis Krivoguz · Climate · 4
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The impact of climate change and regime shifts on the lake dynamics of the Ethiopian Rift Valley
2025 · Denis Krivoguz, Sergei Chernyi, et al. · Discover Applied Sciences · 4
Structure and Technology of Structuring Marine Areas Using Remote Sensing Data in Semi-Arid Conditions
2024 · Denis Krivoguz, Liudmila Bespalova, et al. · Transactions on Maritime Science · 4
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Analysis of spatio-temporal changes in Arctic Ocean ecosystem using machine learning and its impact on marine transportation system
2022 · Denis Krivoguz, Elizaveta Nosova, et al. · Transportation research procedia · 4
Methodological aspects of natural territories zoning using machine learning
2020 · D.O. Krivoguz, R.V. Borovskaya · Monitoring systems of environment · 4
Real-Time Epizootic Monitoring with Inception Deep Neural Network for Maritime Applications
2025 · Denis Krivoguz, Alexander Ioshpa, et al. · Transactions on Maritime Science · 3
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Current State of the Habitat of Commercial Invertebrates in the Hypersaline Lakes of Crimea
2020 · R.V. Borovskaya, S.S. Zhugaylo, et al. · Водные биоресурсы и среда обитания · 3
Works count: 53
Citation count: 272
H-index: 8
I10-index: 5
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