Alaska North Slope coastal plain terraced lake attributes
This dataset consists of a geopackage that has polygon bounding boxes for lakes on Alaska’s northern coastal plain, along with various attributes of the lakes. The goal of the study was to analyze the characteristics of lakes across the coastal plain, specifically focusing on spatial variability in shallow subaqueous terraces. A complete description of the methodologies can be found in Fratkin & Piliouras (in revision). Lakes were identified using the Global Surface Water data product from Pekel et al., (2016) and terraces were mapped using Otsu thresholding on Landsat 8 top of atmosphere satellite imagery with 30 m spatial resolution. Other related properties, such as the lithology around each lake, were determined by calculating zonal statistics over a 1.5 km buffer around each individual lake. Additional data sources for these properties are included in the table in the readme file.
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Work Title Alaska North Slope coastal plain terraced lake attributes Access Creators - Mulu Fratkin
- Anastasia Piliouras
License CC BY 4.0 (Attribution) Work Type Dataset Publication Date 2024 Subject - Geoscience
DOI doi:10.26207/vdwt-4143 Geographic Area - Alaska
Related URLs Deposited May 17, 2024 Versions
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Version 1
published-
Created
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Updated
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Updated Subject, Geographic Area, Description, and 1 more Show ChangesSubjectGeographic Area
- geoscience
Description- Alaska
Publication Date- This dataset consists of a geopackage that has polygon bounding boxes for lakes on Alaska’s northern coastal plain, along with various attributes of the lakes. The goal of the study was to analyze the characteristics of lakes across the coastal plain, specifically focusing on spatial variability in shallow subaqueous terraces. A complete description of the methodologies can be found in Fratkin & Piliouras (in review). Lakes were identified using the Global Surface Water data product from Pekel et al., (2016) and terraces were mapped using Otsu thresholding on Landsat 8 top of atmosphere satellite imagery with 30 m spatial resolution. Other related properties, such as the lithology around each lake, were determined by calculating zonal statistics over a 1.5 km buffer around each individual lake. Additional data sources for these properties are included in the table below.
- 2024
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Added Creator Mulu Fratkin
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Added Creator Anastasia Piliouras
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readme_051724.docx -
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terraced_lakes_attributes_May2024.gpkg -
Updated Description, License Show ChangesDescriptionLicense
This dataset consists of a geopackage that has polygon bounding boxes for lakes on Alaska’s northern coastal plain, along with various attributes of the lakes. The goal of the study was to analyze the characteristics of lakes across the coastal plain, specifically focusing on spatial variability in shallow subaqueous terraces. A complete description of the methodologies can be found in Fratkin & Piliouras (in review). Lakes were identified using the Global Surface Water data product from Pekel et al., (2016) and terraces were mapped using Otsu thresholding on Landsat 8 top of atmosphere satellite imagery with 30 m spatial resolution. Other related properties, such as the lithology around each lake, were determined by calculating zonal statistics over a 1.5 km buffer around each individual lake. Additional data sources for these properties are included in the table below.- This dataset consists of a geopackage that has polygon bounding boxes for lakes on Alaska’s northern coastal plain, along with various attributes of the lakes. The goal of the study was to analyze the characteristics of lakes across the coastal plain, specifically focusing on spatial variability in shallow subaqueous terraces. A complete description of the methodologies can be found in Fratkin & Piliouras (in revision). Lakes were identified using the Global Surface Water data product from Pekel et al., (2016) and terraces were mapped using Otsu thresholding on Landsat 8 top of atmosphere satellite imagery with 30 m spatial resolution. Other related properties, such as the lithology around each lake, were determined by calculating zonal statistics over a 1.5 km buffer around each individual lake. Additional data sources for these properties are included in the table in the readme file.
- https://creativecommons.org/licenses/by/4.0/
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Published
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Updated
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Updated Subject, Related URLs Show ChangesSubjectRelated URLs
geoscience- Geoscience
- https://doi.org/10.1002/ppp.2254
