| 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 | 331 | 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 | 296 | 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 | 289 | 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 | 173 | 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 | 167 | 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 | 162 | 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 | 158 | 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 | 124 | 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 | 122 | 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 | 105 | 2016 |
| Remote sensing annual dynamics of rapid permafrost thaw disturbances with LandTrendr A Runge, I Nitze, G Grosse Remote Sensing of Environment 268, 112752, 2022 | 93 | 2022 |
| The catastrophic thermokarst lake drainage events of 2018 in northwestern Alaska: fast-forward into the future I Nitze, S Cooley, C Duguay, BM Jones, G Grosse The Cryosphere Discussions 2020, 1-33, 2020 | 86 | 2020 |
| 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 | 62 | 2021 |
| 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 | 61 | 2021 |
| 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 | 58 | 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 | 51 | 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 | 50 | 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 | 46 | 2018 |
| 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 | 42 | 2020 |
| Permafrost monitoring from space A Bartsch, T Strozzi, I Nitze Surveys in Geophysics 44 (5), 1579-1613, 2023 | 40 | 2023 |
