Ingmar Nitze

11 papers B 1Journal 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
Detecting mass wasting of Retrogressive Thaw Slumps in spaceborne elevation models using deep learning.
Int. J. Appl. Earth Obs. Geoinformation
Kathrin Maier, Philipp Bernhard, Sophia Ly, Michele Volpi, Ingmar Nitze, Shiyi Li, Irena Hajnsek
2025 J jnl
Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings.
CoRR
Amal Shehan Perera, David Fernandez, Chandi Witharana, Elias Manos, Michael Pimenta, Anna K. Liljedahl, Ingmar Nitze, Yili Yang, Todd Nicholson, Chia-Yu Hsu, Wenwen Li, Guido Grosse
2024 J jnl
PixelDINO: Semi-Supervised Semantic Segmentation for Detecting Permafrost Disturbances in the Arctic.
IEEE Trans. Geosci. Remote. Sens.
Konrad Heidler, Ingmar Nitze, Guido Grosse, Xiao Xiang Zhu
2024 J jnl
PixelDINO: Semi-Supervised Semantic Segmentation for Detecting Permafrost Disturbances.
CoRR
Konrad Heidler, Ingmar Nitze, Guido Grosse, Xiao Xiang Zhu
2022 B conf
From Images to Hydrologic Networks - Understanding the Arctic Landscape with Graphs.
SSDBM
Tabea Rettelbach, Moritz Langer, Ingmar Nitze, Benjamin M. Jones, Veit Helm, Johann-Christoph Freytag, Guido Grosse
2021 J jnl
A Quantitative Graph-Based Approach to Monitoring Ice-Wedge Trough Dynamics in Polygonal Permafrost Landscapes.
Remote. Sens.
Tabea Rettelbach, Moritz Langer, Ingmar Nitze, Benjamin M. Jones, Veit Helm, Johann-Christoph Freytag, Guido Grosse
2021 J jnl
Developing and Testing a Deep Learning Approach for Mapping Retrogressive Thaw Slumps.
Remote. Sens.
Ingmar Nitze, Konrad Heidler, Sophia Barth, Guido Grosse
2021 J jnl
Geomorphological and Climatic Drivers of Thermokarst Lake Area Increase Trend (1999-2018) in the Kolyma Lowland Yedoma Region, North-Eastern Siberia.
Remote. Sens.
Alexandra Veremeeva, Ingmar Nitze, Frank Günther, Guido Grosse, Elizaveta Rivkina
2021 J jnl
Remote Sensing-Based Statistical Approach for Defining Drained Lake Basins in a Continuous Permafrost Region, North Slope of Alaska.
Remote. Sens.
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
2017 J jnl
Landsat-Based Trend Analysis of Lake Dynamics across Northern Permafrost Regions.
Remote. Sens.
Ingmar Nitze, Guido Grosse, Benjamin M. Jones, Christopher D. Arp, Mathias Ulrich, Alexander N. Fedorov, Alexandra Veremeeva
2015 J jnl
Temporal optimisation of image acquisition for land cover classification with Random Forest and MODIS time-series.
Int. J. Appl. Earth Obs. Geoinformation
Ingmar Nitze, Brian Barrett, Fiona Cawkwell