Foto del docente

Polina Lemenkova

Assegnista di ricerca

Dipartimento di Scienze Biologiche, Geologiche e Ambientali

Pubblicazioni

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 [articolo]

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 [articolo]

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 [articolo]

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 [articolo]

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 [articolo]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 [articolo]

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 [articolo]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 [articolo]

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 [articolo]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 [articolo]

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 [articolo]

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

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

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 [articolo]

Polina Lemenkova, Seismic moment tensor solutions and geophysical settings in the Philippine Sea basin mapped by GMT, «REVISTA GEOFISICA», 2024, 70, pp. 17 - 34 [articolo]Open Access

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