Fire perimeters for eastern Siberia taiga and tundra from 2001-2020 ...

We developed a fire perimeter dataset for eastern Siberian taiga and tundra zones from 2001-2020 based on Landsat imagery. Our study area spanned 7.8 million square kilometers across eight ecozones of eastern Siberian taiga and tundra from approximately 61-72.5°North (N) and 100°East (E)-176°West (W...

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Bibliographic Details
Main Authors: Talucci, Anna, Loranty, Michael, Alexander, Heather
Format: Dataset
Language:English
Published: NSF Arctic Data Center 2021
Subjects:
eastern Siberia
Fire activity
Bering tundra
Cherskii-Kolyma Mountain tundra
Chukchi Peninsula tundra
East Siberian taiga
Northeast Siberian coastal tundra
Northeast Siberian taiga
Taimyr-Central Siberian tundra
Trans-Baikal Bald Mountain tundra
Kolyma
Chukchi
Chukchi Peninsula
taiga
Taimyr
Tundra
Siberia
Online Access:https://dx.doi.org/10.18739/a2ff3m154
https://arcticdata.io/catalog/view/doi:10.18739/A2FF3M154
Description
Summary:We developed a fire perimeter dataset for eastern Siberian taiga and tundra zones from 2001-2020 based on Landsat imagery. Our study area spanned 7.8 million square kilometers across eight ecozones of eastern Siberian taiga and tundra from approximately 61-72.5°North (N) and 100°East (E)-176°West (W). We used the cloud computing power of Google Earth Engine to access the Landsat archive. We generated composite images for the annual growing season (May - September), which allowed us to mitigate missing data from snow-cover, cloud-cover, and the Landsat 7 scan line error. We used annual composites to calculate the difference Normalized Burn Ratio (dNBR) for each year. Finally, we converted the annual dNBR images to binary burned or unburned imagery that was used to vectorize fire perimeters. We map 22,110 fires burning 150.5 million hectares over 20 years. ...

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