Foto del docente

Polina Lemenkova

Research fellow

Department of Biological, Geological, and Environmental Sciences

Publications

Lemenkova, Polina, Land Cover Analysis in the Yangtze River Basin for Detection of Wetland Agriculture and Urban Dynamics in Wuhan Area (China), «TRANSYLVANIAN REVIEW OF SYSTEMATICAL AND ECOLOGICAL RESEARCH», in corso di stampa, 27, pp. 1 - 16 [Scientific article]

Lemenkova, Polina, Automation of image processing through ML algorithms of GRASS GIS using embedded Scikit-Learn library of Python, «EXAMPLES AND COUNTEREXAMPLES», 2025, 7, Article number: 100180 , pp. 1 - 10 [Scientific article]Open Access

Lemenkova, Polina, Improving Bimonthly Landscape Monitoring in Morocco, North Africa, by Integrating Machine Learning with GRASS GIS, «GEOMATICS», 2025, 5, Article number: 5 , pp. 1 - 29 [Scientific article]Open Access

Lemenkova, Polina, Approche cartographique par le SIG GRASS pour l'analyse de la structure du paysage au Libéria, Afrique de l'Ouest, «DYNAMIQUES ENVIRONNEMENTALES», 2024, 53, pp. 1 - 36 [Scientific article]

Lemenkova, Polina, Artificial Intelligence for Computational Remote Sensing: Quantifying Patterns of Land Cover Types Around Cheetham Wetlands, Port Phillip Bay, Australia, «JOURNAL OF MARINE SCIENCE AND ENGINEERING», 2024, 12, Article number: 1279 , pp. 1 - 27 [Scientific article]

Lemenkova, Polina, Artificial Neural Networks for Mapping Coastal Lagoon of Chilika Lake, India, Using Earth Observation Data, «JOURNAL OF MARINE SCIENCE AND ENGINEERING», 2024, 12, Article number: 709 , pp. 1 - 29 [Scientific article]Open Access

Polina Lemenkova, Cartographie thématique du Burundi à l’aide de données géospatiales et d’images satellitaires traitées par les méthodes de géoinformatique, «GEOGRAFARES», 2024, 4, pp. 1 - 27 [Scientific article]

Lemenkova, Polina, Deep Learning Methods of Satellite Image Processing for Monitoring of Flood Dynamics in the Ganges Delta, Bangladesh, «WATER», 2024, 16, Article number: 1141 , pp. 1 - 29 [Scientific article]Open Access

Polina Lemenkova, Exploitation d'images satellitaires Landsat de la région du Cap (Afrique du Sud) pour le calcul et la cartographie d'indices de végétation à l'aide du logiciel GRASS GIS, «PHYSIO-GÉO», 2024, 20, pp. 113 - 129 [Scientific article]

Polina Lemenkova, Landscape Fragmentation and Deforestation in Sierra Leone, West Africa, Analysed Using Satellite Images, «TRANSYLVANIAN REVIEW OF SYSTEMATICAL AND ECOLOGICAL RESEARCH», 2024, 26, pp. 13 - 26 [Scientific article]Open Access

Lemenkova, Polina, Machine Learning Methods of Satellite Image Analysis for Mapping Geologic Landforms in Niger: A Comparison of the Aïr Mountains, Niger River Basin and Djado Plateau, «PODZEMNI RADOVI», 2024, 45, pp. 27 - 47 [Scientific article]

Polina Lemenkova, Mapping Coastal Regions of Guinea-Bissau for Analysis of Mangrove Dynamics Using Remote Sensing Data, «TRANSYLVANIAN REVIEW OF SYSTEMATICAL AND ECOLOGICAL RESEARCH», 2024, 26, pp. 17 - 30 [Scientific article]

Lemenkova, Polina, Mapping Woodlands in Angola, Tropical Africa: Calculation of Vegetation Indices From Remote Sensing Data, «POLJOPRIVREDA I ŠUMARSTVO», 2024, 70, pp. 185 - 202 [Scientific article]Open Access

Polina Lemenkova, Mapping landscapes of Africa using remote sensing data: detecting spatio-temporal environmental dynamics from the satellite images, 2024. [Exhibition]

Lemenkova, Polina, Random Forest Classifier Algorithm of Geographic Resources Analysis Support System Geographic Information System for Satellite Image Processing: Case Study of Bight of Sofala, Mozambique, «COASTS», 2024, 4, pp. 127 - 149 [Scientific article]

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