90-meter resolution geological hazard risk map of the Himalayas and Asia Water Tower (2021)
This data set collates and collects various geological hazard points, topographic relief, landslide, elevation, land use and other influencing factors, with a resolution of 90m. The above factor layers and sample data are used to obtain the risk grade map with random forest. Data sets / atlas are mainly generated by: raw data (investigation, collection and purchase, etc.), processing data (calculation and simulation). The data source is downloaded from the open source website with an accuracy of 90m. The data is downloaded from the open source website and calculated in spider with their own random forest code. The training set is 80% and the test set is 20%. Open it with a computer that can run ArcGIS.
Document name: 90 m resolution geological hazard risk map of Himalayas and Asian water tower area (2021)
How to use: open with ArcGIS
Yang, W. (2021). 90-meter resolution geological hazard risk map of the Himalayas and Asia Water Tower (2021). A Big Earth Data Platform for Three Poles, DOI: 10.11888/HumanNat.tpdc.272693. CSTR: 18406.11.HumanNat.tpdc.272693. (Download the reference： RIS | Bibtex )
Using this data, the data citation is required to be referenced and the related literatures are suggested to be cited.
Second Tibetan Plateau Scientific Expedition Program
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Attribution 4.0 International (CC BY 4.0)
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