Researcher ORCID Identifier
Lindsey Sebastian Bryson: https://orcid.org/0000-0003-2350-2241
Daniel M. Francis: https://orcid.org/0009-0001-0598-143X
Files
Download Full Text (5.6 MB)
Dataset Creation Date
07/20/2023
Release Date
2023
Publisher
University of Kentucky Libraries
Description
These data are the geomorphologic and land information system-based soil moisture estimates from assimilation of NASA SMAP satellite-based observations and NOAH 3.6 Land Surface Model estimates over known landslides in Eastern Kentucky. Additionally Long Short-Term Memory Recurrent Neural Network and logistic regression machine learning codes, as well as an Application programming interface code are included. Finally, in-situ data from Eastern Kentucky is included.
Digital Object Identifier (DOI)
https://doi.org/10.13023/ce7.2023.dat
Rights
This dataset is distributed under the terms of the Creative Commons Attribution 4.0 International License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided that the dataset creators and source are credited and that changes (if any) are clearly indicated.
Supporting Information
Please see the Readme files.
File Format
Depth to Bedrock README: Text document (.txt)
Forecasted Landslide Analyses README: Text document (.txt)
Historic Landslide Analyses README: Text document (.txt)
In-Situ Data README: Text document (.txt)
Landslide Susceptibility README: Text document (.txt)
Depth to Bedrock: .zip format
Forecasted Landslide Analyses: .zip format
Historic Landslide Analyses: .zip format
In-Situ Data: .zip format
Landslide Susceptibility: .zip format
File Size
Depth to Bedrock README: 4 kb
Forecasted Landslide Analyses README: 4 kb
Historic Landslide Analyses README: 4 kb
In-Situ Data README: 4 kb
Landslide Susceptibility README: 4 kb
Depth to Bedrock: 492 kb
Forecasted Landslide Analyses: 304 kb
Historic Landslide Analyses: 2.60 mb
In-Situ Data: 160 kb
Landslide Susceptibility: 2.05 mb
Version
1
Spatial Coverage
Eastern Kentucky, Kentucky
Temporal Coverage
2017-2023
Language
English
Funding Information
N/A
Related Content
NASA Land Information System (LIS): https://github.com/NASA-LIS/LISF
NASA SMAP Level 3 Enhanced soil moisture data were accessed and acquired via the National Snow and Ice Data Center data access tool: https://nsidc.org/data/data-access-tool/SPL3SMP_E/versions/5
Soil Geomorphic Data were accessed via the USDA Natural Resources Conservation Service (NRCS) Web Soil Survey (WSS) https://websoilsurvey.nrcs.usda.gov/app/
Recommended Citation
Francis, D.M. and Bryson, L.S. 2023. Soil Moisture and Geomorphologic Data for Use in Dynamic and Forecastable Landslide Hazard Analyses in Eastern Kentucky: UKnowledge Civil Engineering Research Data https://doi.org/xxxxxxxxxx
Included in
Civil Engineering Commons, Geomorphology Commons, Geotechnical Engineering Commons, Hydrology Commons
Notes
N/A