@inproceedings{5772,
  author       = {Behrens, Grit and Marten, Daniel and Koch, Levent and Gaj, Marcel},
  booktitle    = {Umweltinformationssysteme - Digitalisierung für eine nachhaltige Planetare Zukunft/ Tagungsband des 31. Workshops "Umweltinformationssysteme (UIS 2024)" der Fachgruppe "Umweltinformationssysteme" der Gesellschaft für Informatik (GI)},
  editor       = {Fuchs-Kittkowski, Frank and Abecker, Andreas  and Hosenfeld, Friedhelm  and Reineke, Anja and Möller, Matthias},
  isbn         = {978-3-658-46393-9},
  location     = {Uni Bamberg},
  publisher    = {Springer Fachmedien Wiesbaden; Springer Vieweg },
  title        = {{Prognose von Pegelständen mit Methoden des Maschinellen Lernens und frei verfügbaren Daten}},
  year         = {2025},
}

@inproceedings{5774,
  author       = {Behrens, Grit and Ribouh, Yassine and El Atmioui, Naoufal},
  location     = {Rosenheim},
  title        = {{Cloud Classification and Solar Irradiance Forecasting Using All-Sky Images}},
  year         = {2025},
}

@inproceedings{5775,
  author       = {Behrens, Grit and Ribouh, Yassine and El Atmioui, Naoufal and Kruse, Alexander},
  location     = {Thessaloniki },
  title        = {{Cloud Classification and Solar Irradiance Forecasting Using All-Sky Images and based on Machine Learning  Techniques }},
  year         = {2025},
}

@inproceedings{5773,
  author       = {Behrens, Grit and Poppe, Patrick },
  location     = {Bamberg},
  title        = {{Potenzial und Konzept zu einem System zu handlungsbasierten Energieeinsparungen an holzbearbeitenden Maschinen}},
  year         = {2024},
}

@inproceedings{5067,
  author       = {Behrens, Grit and Boschert, Andreas  and Zehner, Mike  and Theiß, Niklas},
  booktitle    = {PV-Symposium Proceedings},
  editor       = {Rennhofer, Marcus },
  issn         = {2942-8246},
  location     = {Bad Staffelstein },
  publisher    = {TIB Open Publishing},
  title        = {{Cloud Segmetation and Matching using Deep Learning in All-Sky Images}},
  doi          = {10.52825/pv-symposium.v1i},
  volume       = {1},
  year         = {2024},
}

@inproceedings{5068,
  author       = {Behrens, Grit and Boschert, Andreas and Kruse, Alexander  and Zehner, Mike and Fehring, Florian and Kurz, Christian  and Rascher, Michele  and Anneser, Katrin },
  booktitle    = {EUPVSEC 2024},
  location     = {Wien },
  title        = {{Enhancing Photovoltaic Power Forecasting Accuracy with a Network of All-Sky Imagers and Meteorological Sensors Deployed in a PV Test Field}},
  year         = {2024},
}

@inproceedings{5069,
  author       = {Behrens, Grit and Boschert, Andreas and Kruse, Alexander  and Zehner, Mike  and Heigl, Martin },
  location     = {Cairo},
  title        = {{Helios: Introducing a Project for Forecasting Yields using a Small Network of All-Sky Imagers and Meteorological Sensors}},
  year         = {2024},
}

@inproceedings{5070,
  author       = {Behrens, Grit},
  location     = {Kairo},
  title        = {{Large Language Modeling Method to Support the Analysis of Environmental, Social , and Governance Reporting E-metrics}},
  year         = {2024},
}

@inproceedings{5071,
  author       = {Behrens, Grit and Flohr, Sarah  and Worms, Svea},
  location     = {Kairo},
  title        = {{Posterbeitrag: Advancing Corrosion Foeecasting Through Empirical And Simulated Data Integration}},
  year         = {2024},
}

@inproceedings{4395,
  author       = {Behrens, Grit and Karaztas, Kostans  and Orlowski, Cezary },
  booktitle    = {57th Hawaii International Conference on System Sciences, {HICSS} 2024, Hilton Hawaiian Village Waikiki Beach Resort, Hawaii, USA, January 3-6, 2024},
  editor       = {Bui, Tung X. },
  isbn         = {978-0-9981331-7-1},
  location     = {Hilton Hawaiian Village Waikiki Beach Resort, Hawaii, USA},
  pages        = {288--297},
  title        = {{Business Intelligence Fog IoT node development model for Big Data processing of air quality in scientific partnerships}},
  doi          = {10125/106409},
  year         = {2024},
}

@inbook{4397,
  author       = {Orlowski, Cezary and Behrens, Grit and Karatzas, Kostas},
  booktitle    = {Advances and New Trends in Environmental Informatics 2023. Sustainable Digital Society},
  editor       = {Wohlgemuth, Volker and Kranzlmüller, Dieter and Höb, Maximilian},
  isbn         = {978-3-031-46901-5},
  issn         = {2196-8713},
  pages        = {21--37},
  publisher    = {Springer Nature Switzerland},
  title        = {{Commonalities and Differences in ML-Pipelines for Air Quality Systems}},
  doi          = {10.1007/978-3-031-46902-2_2},
  year         = {2024},
}

@inproceedings{4399,
  author       = {Behrens, Grit and Hepp, Dennis and Hempelmann, Sebastian  and Friedrich , Werner },
  booktitle    = {Tagungsunterlagen 39. PV-Symposium, 2024 Kloster Banz, Bad Staffelstein},
  isbn         = {978-3-948176-25-9},
  location     = {Kloster Banz, Bad Staffelstein},
  title        = {{Anwendung von Convolutional Neural Networks zur Schneeerkennung auf Photovoltaikflächen}},
  year         = {2024},
}

@inproceedings{4400,
  author       = {Behrens, Grit and Theis, Niklas and Boschert, Andreas  and Zehner, Mike},
  booktitle    = {Tagungsunterlagen 39. PV-Symposium},
  editor       = {Rennhofer, Marcus },
  isbn         = {978-3-948176-25-9},
  location     = {Kloster Banz, Bad Staffelstein},
  title        = {{Wolkensegementierung und -matching mit Deep Learning in All Sky Images}},
  year         = {2024},
}

@inproceedings{4396,
  author       = {Behrens, Grit and Fehring, Florian and Thiel, Jannis},
  booktitle    = {53. Jahrestagung der Gesellschaft für Informatik, {INFORMATIK} 2023, Designing Future - Zukünfte gestalten},
  editor       = {Klein, Maike and Krupka, Daniel  and Wohlgemuth, Volker },
  location     = {Berlin },
  pages        = {1267--1276},
  publisher    = {LNI},
  title        = {{Smartmonitoring - eine webbasierte Plattform für das Monitoring von Umweltdaten aus verschiedensten Schnittstellen und Sensoren zur Nutzung für studentische Projekte und Forschungsprototypen}},
  doi          = {10.18420/inf2023_135},
  year         = {2023},
}

@book{4398,
  editor       = {Wohlgemuth, Volker and Naumann, Stefan  and Arndt, Hans-Knud and Behrens, Grit and Höb, Maximilian},
  isbn         = {978-3-88579-722-7},
  location     = {Hamburg},
  pages        = {278},
  publisher    = {Köllen},
  title        = {{GI Edition Proceedings Band 328 "EnviroInfo 2022" - 26.–28. September 2022 Hamburg, Germany}},
  volume       = {328},
  year         = {2022},
}

@inproceedings{2952,
  author       = {Behrens, Grit and Hepp, Dennis and Hempelmann, Sebastian},
  editor       = {Porzelius, Bernd},
  location     = {Messe Freiburg},
  title        = {{Detektion von Schneebedeckung mittels stringbasierter  Monitoringdaten und Methoden des Maschinellen Lernens}},
  year         = {2022},
}

@inproceedings{2953,
  author       = {Behrens, Grit and Hepp, Dennis and Hempelmann, Sebastian and Friedrich, Werner },
  booktitle    = {ENVIROINFO 2022},
  editor       = {Wohlgemuth, Volker  and Naumann, Stefan  and Arnd, Hans-Knud and Behrens, Grit  and Höb, Maximilian},
  isbn         = {	978-3-88579-722-7},
  issn         = {	1617-5468},
  keywords     = {convolutional neural network, photovoltaic modules, snow detection, machine learning},
  location     = {Hamburg},
  title        = {{Detection of snow-coverage on PV-modules with images based on CNN-techniques}},
  volume       = {P328},
  year         = {2022},
}

@inproceedings{3668,
  author       = {Schiffel, S. and Fehring, Florian and Behrens, Grit},
  booktitle    = {36th European Photovoltaic Solar Energy Conference and Exhibition},
  location     = {Marseille, France},
  publisher    = {WIP},
  title        = {{Classification of Building Parts in Real City Point Clouds}},
  doi          = {10.4229/EUPVSEC20192019-6BV.4.5},
  year         = {2019},
}

@article{3669,
  author       = {Behrens, Grit and Schlender, Klaus and Fehring, Florian},
  issn         = {2353-8589},
  journal      = {Environmental Protection and Natural Resources},
  number       = {3},
  pages        = {7--12},
  publisher    = {Walter de Gruyter GmbH},
  title        = {{Data mining methods of healthy indoor climate coefficients for comfortable well-being}},
  doi          = {10.2478/oszn-2018-0013},
  volume       = {29},
  year         = {2018},
}

@inbook{3562,
  author       = {Behrens, Grit and Weicht, Johannes and Schlender, Klaus and Fehring, Florian and Dreimann, Rouven and Meese, Michael and Hamelmann, Frank and Thiel, Christoph and Försterling, Thorsten and Wübbenhorst, Marc},
  booktitle    = {From Science to Society},
  editor       = {Otjacques, Benoît and Hitzelberger, Patrik and Naumann, Stefan and Wohlgemuth, Volker},
  isbn         = {978-3-319-65686-1},
  issn         = {2196-8713},
  pages        = {181--189},
  publisher    = {Springer International Publishing},
  title        = {{Smart Monitoring System of Air Quality and Wall Humidity Accompanying an Energy Efficient Renovation Process of Apartment Buildings}},
  doi          = {10.1007/978-3-319-65687-8_16},
  year         = {2018},
}