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    • Programs and Code for Geothermal Exploration Artificial Intelligence

    Metadata Updated: January 20, 2025

    The scripts below are used to run the Geothermal Exploration Artificial Intelligence developed within the "Detection of Potential Geothermal Exploration Sites from Hyperspectral Images via Deep Learning" project. It includes all scripts for pre-processing and processing, including: - Land Surface Temperature K-Means classifier - Labeling AI using Self Organizing Maps (SOM) - Post-processing for Permanent Scatterer InSAR (PSInSAR) analysis with SOM - Mineral marker summarizing - Artificial Intelligence (AI) Data splitting: creates data set from a single raster file - Artificial Intelligence Model: creates AI from a single data set, after splitting in Train, Validation and Test subsets - AI Mapper: creates a classification map based on a raster file

    Access & Use Information

    Public: This dataset is intended for public access and use. License: Creative Commons Attribution

    Downloads & Resources

    Dates

    Metadata Created Date January 11, 2025
    Metadata Updated Date January 20, 2025

    Metadata Source

    Harvested from OpenEI data.json

    Other Data Resources

    Additional Metadata

    Resource Type Dataset
    Metadata Created Date January 11, 2025
    Metadata Updated Date January 20, 2025
    Publisher Colorado School of Mines
    Maintainer
    Doi 10.15121/1787330
    Identifier https://data.openei.org/submissions/7425
    Data First Published 2021-04-27T06:00:00Z
    Data Last Modified 2021-06-09T21:22:13Z
    Public Access Level public
    Bureau Code 019:20
    Metadata Context https://openei.org/data.json
    Metadata Catalog ID https://openei.org/data.json
    Schema Version https://project-open-data.cio.gov/v1.1/schema
    Catalog Describedby https://project-open-data.cio.gov/v1.1/schema/catalog.json
    Data Quality True
    Datagov Dedupe Retained 20250120155001
    Harvest Object Id 825c78bd-440b-491f-b642-69b8c531f6ff
    Harvest Source Id 7cbf9085-0290-4e9f-bec1-91653baeddfd
    Harvest Source Title OpenEI data.json
    Homepage URL https://gdr.openei.org/submissions/1307
    License https://creativecommons.org/licenses/by/4.0/
    Old Spatial {"type":"Polygon","coordinates":-119.9582078125,32.71358983108084,-112.8941,32.71358983108084,-112.8941,40.47558089276303,-119.9582078125,40.47558089276303,-119.9582078125,32.71358983108084}
    Program Code 019:006
    Projectlead Mike Weathers
    Projectnumber EE0008760
    Projecttitle Detection of Potential Geothermal Exploration Sites from Hyperspectral Images via Deep Learning
    Source Datajson Identifier True
    Source Hash fa0d70a3e893b28e2158c95a658d08e995e672e005665a3831f8c1da7a288f73
    Source Schema Version 1.1
    Spatial {"type":"Polygon","coordinates":-119.9582078125,32.71358983108084,-112.8941,32.71358983108084,-112.8941,40.47558089276303,-119.9582078125,40.47558089276303,-119.9582078125,32.71358983108084}

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