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     Pan-Arctic Visualization of Landscape Change (2003-2022), Arctic PASSION Permafrost ServiceThis raster dataset, in Cloud Optimized GeoTIFF format (COG), provides information on land surface changes at the pan-arctic scale. Multispectral Landsat-5 TM, Landsat-7 ETM+,...
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     Lake-DOC Database (PeRL-DOCv1), 1979-2017, Permafrost-RegionThe pan-Arctic Permafrost-Region Lake-DOC version1 database contains surface water samples of lakes in the permafrost regions of Alaska (49.3 %), Canada (24.2 %), Greenland (3.2...
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     Trend analysis of lake dynamics from Landsat time-series 1999-2014, Alaska North Slope, Alaska (US)The dataset was created with a methodology based on machine-learning based classification of robust trends of multi-spectral indices of Landsat data (TM,ETM+, OLI) and object-...
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     Trend analysis of lake dynamics from Landsat time-series 1999-2014, Kolyma Lowland, Siberia (RU)The dataset was created with a methodology based on machine-learning based classification of robust trends of multi-spectral indices of Landsat data (TM,ETM+, OLI) and object-...
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     Trend analysis of lake dynamics from Landsat time-series 1999-2014, Central Yakutia, Siberia (RU)The dataset was created with a methodology based on machine-learning based classification of robust trends of multi-spectral indices of Landsat data (TM,ETM+, OLI) and object-...
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     Trend analysis of lake dynamics from Landsat time-series 1999-2014, Kobuk-Selawik-Lowlands, Alaska (US)The dataset was created with a methodology based on machine-learning based classification of robust trends of multi-spectral indices of Landsat data (TM,ETM+, OLI) and object-...
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     Remote sensing-based permafrost region disturbances: lakes, 1999-2014, Eastern Canada (CA)The data quantify the abundance and distribution of the permafrost region disturbance (PRD) of lakes and their dynamics, using trend analyses of 30-m-resolution Landsat imagery...
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     Remote sensing-based permafrost region disturbances: fire, 1999-2015, Eastern Canada (CA)The data quantify the abundance and distribution of the permafrost region disturbance (PRD) wildfire, using trend analyses of 30-m-resolution Landsat imagery from 1999-2015 and...
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     Remote sensing-based permafrost region disturbances: retrogressive thaw slumps, 1999-2014, Alaska (US)The data quantify the abundance and distribution of the permafrost region disturbance (PRD) of retrogressive thaw slumps, using trend analyses of 30-m-resolution Landsat imagery...
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     Remote sensing-based permafrost region disturbances: lakes, 1999-2014, Alaska (US)The data quantify the abundance and distribution of the permafrost region disturbance (PRD) of lakes and their dynamics, using trend analyses of 30-m-resolution Landsat imagery...
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     Remote sensing-based permafrost region disturbances: fire, 1999-2015, Alaska (US)The data quantify the abundance and distribution of the permafrost region disturbance (PRD) wildfire, using trend analyses of 30-m-resolution Landsat imagery from 1999-2015 and...
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     Remote sensing-based permafrost region disturbances: fire, 1999-2015, Eastern Siberia (RU)The data quantify the abundance and distribution of the permafrost region disturbance (PRD) wildfire, using trend analyses of 30-m-resolution Landsat imagery from 1999-2015 and...
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     Remote sensing-based permafrost region disturbances: lakes, 1999-2014, Eastern Siberia (RU)The data quantify the abundance and distribution of the permafrost region disturbance (PRD) of lakes and their dynamics, using trend analyses of 30-m-resolution Landsat imagery...
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     Remote sensing-based permafrost region disturbances: retrogressive thaw slumps, 1999-2014, Eastern Siberia (RU)The data quantify the abundance and distribution of the permafrost region disturbance (PRD) of retrogressive thaw slumps, using trend analyses of 30-m-resolution Landsat imagery...
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     Remote sensing-based permafrost region disturbances: fire, 1999-2015, Western Siberia (RU)The data quantify the abundance and distribution of the permafrost region disturbance (PRD) wildfire, using trend analyses of 30-m-resolution Landsat imagery from 1999-2015 and...
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     Remote sensing-based permafrost region disturbances: lakes, 1999-2014, Western Siberia (RU)The data quantify the abundance and distribution of the permafrost region disturbance (PRD) of lakes and their dynamics, using trend analyses of 30-m-resolution Landsat imagery...
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     Remote sensing-based permafrost region disturbances: retrogressive thaw slumps, 1999-2014, Western Siberia (RU)The data quantify the abundance and distribution of the permafrost region disturbance (PRD) of retrogressive thaw slumps, using trend analyses of 30-m-resolution Landsat imagery...
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     Robust trends of landscape dynamics in the Arctic Lena Delta with temporally dense Landsat time-series stacksThe robust Theil-Sen regression algorithm was used to calculate trend parameters (slope, intercept, confidence intervals) on Landsat time-series stack in the north-east Siberian...

















