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Detection of snow-coverage on PV-modules with images based on CNN-techniques 

EnviroInfo 2022 Hepp, Dennis; Hempelmann, Sebastian; Behrens, Grit; Friedrich, Werner
The transition from fossil fuels to renewable energy is considered as very meaningful to mitigate climate change. To integrate weather-dependent energies firmly into the power grid, a forecast of the energy yield is very important. This paper is about renewable energy generation by photovoltaic (PV) systems. The yield ...

Remote sensing data analysis via machine learning for land use estimation in the Greater Thessaloniki Area, Greece 

EnviroInfo 2022 Katsalis, Paraskevas; Bagkis, Evangelos; Karatzas, Kostas
Remote sensing data have been employed for monitoring the differences in land use over time. This information serves as the basis of any further land-related analysis, modelling and decision making. It requires satellite coverage of an area of interest, in various bands, and intense analysis of the data to correctly ...

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Author

Bagkis, Evangelos (1)Behrens, Grit (1)Friedrich, Werner (1)Hempelmann, Sebastian (1)Hepp, Dennis (1)Karatzas, Kostas (1)Katsalis, Paraskevas (1)

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machine learning (2)
convolutional neural network (1)image recognition (1)land use (1)Normalized Vegetation Index (1)photovoltaic (1)python (1)remote sensing (1)satellite data (1)snowdetection (1)... View More

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2022 (2)

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Yes (2)

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Gesellschaft für Informatik e.V. (GI), Kontakt: Geschäftsstelle der GI
Diese Digital Library basiert auf DSpace.