Temporal optimisation of image acquisition for land cover classification with Random Forest and MODIS time-series. - Ingmar Nitze; Brian Barrett; Fiona Cawkwell (Int. J. Appl. Earth Obs. Geoinformation, 2015)

Landsat-Based Trend Analysis of Lake Dynamics across Northern Permafrost Regions. - Ingmar Nitze; Guido Grosse; Benjamin M. Jones; Christopher D. Arp; Mathias Ulrich; Alexander N. Fedorov; Alexandra Veremeeva (Remote. Sens., 2017)

Remote Sensing-Based Statistical Approach for Defining Drained Lake Basins in a Continuous Permafrost Region, North Slope of Alaska. - Helena Bergstedt; Benjamin M. Jones; Kenneth Hinkel; Louise Farquharson; Benjamin V. Gaglioti; Andrew D. Parsekian; Mikhail Kanevskiy; Noriaki Ohara; Amy L. Breen; Rodrigo Corra Rangel; Guido Grosse; Ingmar Nitze (Remote. Sens., 2021)

Developing and Testing a Deep Learning Approach for Mapping Retrogressive Thaw Slumps. - Ingmar Nitze; Konrad Heidler; Sophia Barth; Guido Grosse (Remote. Sens., 2021)

A Quantitative Graph-Based Approach to Monitoring Ice-Wedge Trough Dynamics in Polygonal Permafrost Landscapes. - Tabea Rettelbach; Moritz Langer; Ingmar Nitze; Benjamin M. Jones; Veit Helm; Johann-Christoph Freytag; Guido Grosse (Remote. Sens., 2021)

Geomorphological and Climatic Drivers of Thermokarst Lake Area Increase Trend (1999-2018) in the Kolyma Lowland Yedoma Region, North-Eastern Siberia. - Alexandra Veremeeva; Ingmar Nitze; Frank Günther; Guido Grosse; Elizaveta Rivkina (Remote. Sens., 2021)

From Images to Hydrologic Networks - Understanding the Arctic Landscape with Graphs. - Tabea Rettelbach; Moritz Langer; Ingmar Nitze; Benjamin M. Jones; Veit Helm; Johann-Christoph Freytag; Guido Grosse (SSDBM, 2022)

PixelDINO: Semi-Supervised Semantic Segmentation for Detecting Permafrost Disturbances. - Konrad Heidler; Ingmar Nitze; Guido Grosse; Xiao Xiang Zhu 001 (CoRR, 2024)

PixelDINO: Semi-Supervised Semantic Segmentation for Detecting Permafrost Disturbances in the Arctic. - Konrad Heidler; Ingmar Nitze; Guido Grosse; Xiao Xiang Zhu 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Detecting mass wasting of Retrogressive Thaw Slumps in spaceborne elevation models using deep learning. - Kathrin Maier; Philipp Bernhard; Sophia Ly; Michele Volpi; Ingmar Nitze; Shiyi Li; Irena Hajnsek (Int. J. Appl. Earth Obs. Geoinformation, 2025)

Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings. - Amal Shehan Perera; David Fernandez; Chandi Witharana; Elias Manos; Michael Pimenta; Anna K. Liljedahl; Ingmar Nitze; Yili Yang; Todd Nicholson; Chia-Yu Hsu 001; Wenwen Li 002; Guido Grosse (CoRR, 2025)