Ingmar Nitze
Ingmar Nitze
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Comparison of machine learning algorithms random forest, artificial neural network and support vector machine to maximum likelihood for supervised crop type classification
I Nitze, U Schulthess, H Asche
Proceedings of the 4th GEOBIA, Rio de Janeiro, Brazil 79, 3540, 2012
Remote sensing quantifies widespread abundance of permafrost region disturbances across the Arctic and Subarctic
I Nitze, G Grosse, BM Jones, VE Romanovsky, J Boike
Nature communications 9 (1), 5423, 2018
21st-century modeled permafrost carbon emissions accelerated by abrupt thaw beneath lakes
K Walter Anthony, T Schneider von Deimling, I Nitze, S Frolking, A Emond, ...
Nature communications 9 (1), 3262, 2018
Temporal optimisation of image acquisition for land cover classification with Random Forest and MODIS time-series
I Nitze, B Barrett, F Cawkwell
International Journal of Applied Earth Observation and Geoinformation 34 …, 2015
Landsat-based trend analysis of lake dynamics across northern permafrost regions
I Nitze, G Grosse, BM Jones, CD Arp, M Ulrich, A Fedorov, A Veremeeva
Remote Sensing 9 (7), 640, 2017
Assessment of multi-temporal, multi-sensor radar and ancillary spatial data for grasslands monitoring in Ireland using machine learning approaches
B Barrett, I Nitze, S Green, F Cawkwell
Remote sensing of environment 152, 109-124, 2014
Reduced arctic tundra productivity linked with landform and climate change interactions
MJ Lara, I Nitze, G Grosse, P Martin, AD McGuire
Scientific reports 8 (1), 2345, 2018
Tundra be dammed: Beaver colonization of the Arctic
KD Tape, BM Jones, CD Arp, I Nitze, G Grosse
Global change biology 24 (10), 4478-4488, 2018
A decade of remotely sensed observations highlight complex processes linked to coastal permafrost bluff erosion in the Arctic
BM Jones, LM Farquharson, CA Baughman, RM Buzard, CD Arp, ...
Environmental Research Letters 13 (11), 115001, 2018
Detection of landscape dynamics in the Arctic Lena Delta with temporally dense Landsat time-series stacks
I Nitze, G Grosse
Remote Sensing of Environment 181, 27-41, 2016
The catastrophic thermokarst lake drainage events of 2018 in northwestern Alaska: fast-forward into the future
I Nitze, SW Cooley, CR Duguay, BM Jones, G Grosse
The Cryosphere 14 (12), 4279-4297, 2020
Remote sensing annual dynamics of rapid permafrost thaw disturbances with LandTrendr
A Runge, I Nitze, G Grosse
Remote Sensing of Environment 268, 112752, 2022
Rapid fluvio-thermal erosion of a yedoma permafrost cliff in the Lena River Delta
M Fuchs, I Nitze, J Strauss, F Günther, S Wetterich, A Kizyakov, M Fritz, ...
Frontiers in Earth Science 8, 336, 2020
Geomorphological and climatic drivers of thermokarst lake area increase trend (1999–2018) in the Kolyma lowland yedoma region, north-eastern Siberia
A Veremeeva, I Nitze, F Günther, G Grosse, E Rivkina
Remote Sensing 13 (2), 178, 2021
Climatic and limnological changes at Lake Karakul (Tajikistan) during the last~ 29 cal ka
L Heinecke, S Mischke, K Adler, A Barth, BK Biskaborn, B Plessen, I Nitze, ...
Journal of Paleolimnology 58, 317-334, 2017
Tundra landform and vegetation productivity trend maps for the Arctic Coastal Plain of northern Alaska
MJ Lara, I Nitze, G Grosse, AD McGuire
Scientific data 5 (1), 1-10, 2018
Expanding infrastructure and growing anthropogenic impacts along Arctic coasts
A Bartsch, G Pointner, I Nitze, A Efimova, D Jakober, S Ley, E Högström, ...
Environmental Research Letters 16 (11), 115013, 2021
Identifying historical and future potential lake drainage events on the western Arctic coastal plain of Alaska
BM Jones, CD Arp, G Grosse, I Nitze, MJ Lara, MS Whitman, ...
Permafrost and Periglacial Processes 31 (1), 110-127, 2020
Developing and testing a deep learning approach for mapping retrogressive thaw slumps
I Nitze, K Heidler, S Barth, G Grosse
Remote Sensing 13 (21), 4294, 2021
Increase in beaver dams controls surface water and thermokarst dynamics in an Arctic tundra region, Baldwin Peninsula, northwestern Alaska
BM Jones, KD Tape, JA Clark, I Nitze, G Grosse, J Disbrow
Environmental Research Letters 15 (7), 075005, 2020
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