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Remotely Sensed Thermal Anomalies in Western Colorado

Feb 01, 2012
6.23 kB
Publicly accessible
This layer contains the areas identified as areas of anomalous surface temperature from Landsat satellite imagery in Western Colorado. Data was obtained for two different dates. The digital numbers of each Landsat scene were converted to radiance and the temperature was calculated...
Authors
Hussein, K. Flint Geothermal, LLC
geothermallandsatasterthermal infraredcoloradoremote sensingarcgisgisshapefileshape filegeospatial datadataanomaly detectionsatellite imagerysurface temperaturethermal anomalies

Programs and Code for Geothermal Exploration Artificial Intelligence

Apr 27, 2021
710.72 kB
Publicly accessible
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...
Authors
Moraga, J. Colorado School of Mines
geothermalenergycodershell scriptsgeothermal aimachine learningself organizing mapk-meanspythonaiartificial intelligencedeep learningexplorationgeothermal explorationremote sensingblindsite detectionlstland surface temperaturenumpyrastertensorflowk meananomaly detectionlandsat adr lstsbatchslurmshell

Appendices for Geothermal Exploration Artificial Intelligence Report

Jan 08, 2021
2.76 GB
Publicly accessible
The Geothermal Exploration Artificial Intelligence looks to use machine learning to spot geothermal identifiers from land maps. This is done to remotely detect geothermal sites for the purpose of energy uses. Such uses include enhanced geothermal system (EGS) applications, especia...
Authors
Duzgun, H. et al Colorado School of Mines
geothermalenergyartificial intelligencehydrothermally altered mineralsmineral markerssvmgeodatabasewellfaultseismicaiborderbradydesert peaksalton sealand surface temperaturedeformationgeophysicalgeophysicssupport vector machinehyperspectralhyperspectral imagingcalifornianevadaegsblindblind systemdeep learningmachine learningexplorationgeospatial datashort wavelength infraredswirdatabaseanomaly detectionsite detectionradarhydrothermalmodelconceptual modelzoteroraw datapreproccessedprocessed dataenhanced geothermal systemengineered geothermal systemremote sensingarcgisgisinsarmorphologymorphologicalmorphological featurestirvnirvisible near infraredthermal infraredcodepython

Brady Geodatabase for Geothermal Exploration Artificial Intelligence

Apr 27, 2021
179.02 GB
Publicly accessible
These files contain the geodatabases related to Brady's Geothermal Field. It includes all input and output files for the Geothermal Exploration Artificial Intelligence. Input and output files are sorted into three categories: raw data, pre-processed data, and analysis (post-proces...
Authors
Moraga, J. et al Colorado School of Mines
geothermalenergygeodatabasebrady hot springsbradyartificial intelligenceaibrady wellseismicremote sensinghyperspectralgeospatial databasedeep learningmachine learningexplorationsite detectiongeothermal site detectionanomaly detectionshort wavelength infraredswirsupport vector machinesvmland surface temperaturelstwellraw dataprocessed datanevadaarcgismodeldatabasehydrothermalgeophysicsradargisblindblind systemdeformationgeophysicalhyperspectral imagingconceptual modelfaultpreprocessedrastervectorfield datageospatial data

Desert Peak Geodatabase for Geothermal Exploration Artificial Intelligence

Apr 27, 2021
59.5 GB
Publicly accessible
These files contain the geodatabases related to the Desert Peak Geothermal Field. It includes all input and output files used in the project. The files include data categories of raw data, pre-processed data, and analysis (post-processed data). In each of these categories there ar...
Authors
Moraga, J. et al Colorado School of Mines
geothermalenergygeodatabasenevadadesert peakartificial intelligenceairaw dataprocessed dataremote sensinghyperspectralmachine learningdeep learningexplorationarcgismodelsite detectionanomaly detectiongeothermal site detectiondatabasehydrothermalgeophysicsradarshort wavelength infraredswirsupport vector machinesvmland surface temperaturelstwellgisblindblind systemhyperspectral imaginggeophysicaldeformationconceptual modelfaultpreprocessedgeospatial data

Salton Sea Geodatabase for Geothermal Exploration Artificial Intelligence

Apr 27, 2021
148.82 GB
Publicly accessible
These files contain the geodatabases related to Salton Sea Geothermal Field. It includes all input and output files used with the Geothermal Exploration Artificial Intelligence. Input and output files are sorted into three categories: raw data, pre-processed data, and analysis (po...
Authors
Moraga, J. et al Colorado School of Mines
geothermalenergygeodatabasesalton seaartificial intelligenceaideep learningmachine learningseismicremote sensinghyperspectralhyperspectral imaginggeospacial databaseexplorationsite detectiongeothermal site detectionanomaly detectionshort wavelength infraredswirsupport vector machinesvmland surface temperaturelstwellraw dataprocessed datacaliforniaarcgisgismodeldatabasehydrothermalgeophysicsradarblindblind systemdeformationgeophysicalconceptual model faultpreprocessedrastervectorfield datageospatial data

ASTER Thermal Anomalies in Western Colorado

Jan 01, 2013
6.1 kB
Publicly accessible
This layer contains the areas identified as areas of anomalous surface temperature from ASTER satellite imagery. The temperature is calculated using the Emissivity Normalization Algorithm that separate temperature from emissivity. Areas that had temperature greater than 2o, and ar...
Authors
E., R. Flint Geothermal, LLC
geothermalcoloradoremote sensingastergisshapefileshape filegeospatialarcgisgeospatial dataanomaly detectionsurface anomalysurface temperaturealgorithmthermal anomaliessurface exposures

Areas of Weakly Anomalous to Anomalous Surface Temperature in Archuleta County, Colorado, as Identified from ASTER Thermal Data

Feb 01, 2012
586.5 kB
Publicly accessible
Note: This "Weakly Anomalous to Anomalous Surface Temperature" dataset differs from the "Anomalous Surface Temperature" dataset for this county (another remotely sensed CIRES product) by showing areas of modeled temperatures between 1o and 2o above the mean, as opposed to the grea...
Authors
Hussein, K. Flint Geothermal, LLC
geothermalcoloradoarcheluta countyremote sensingasterthermal infraredarcgisgisshapefileshape filegeospatialdatathermaltemperatureanomaly detectionthermal anomaliesgeospatial data

Areas of Weakly Anomalous to Anomalous Surface Temperature in Chaffee County, Colorado, as Identified from ASTER Thermal Data

Feb 01, 2012
1.33 MB
Publicly accessible
Note: This "Weakly Anomalous to Anomalous Surface Temperature" dataset differs from the "Anomalous Surface Temperature" dataset for this county (another remotely sensed CIRES product) by showing areas of modeled temperatures between 1o and 2o above the mean, as opposed to the grea...
Authors
Hussein, K. Flint Geothermal, LLC
geothermalcoloradochaffee countyasterremote sensingthermal infraredarcgisgisshapefileshape filegeospatialgeospatial datadatatemperaturethermal anomaliesanomaly detection

Areas of Weakly Anomalous to Anomalous Surface Temperature in Dolores County, Colorado, as Identified from ASTER Thermal Data

Feb 01, 2012
48.87 kB
Publicly accessible
Note: This "Weakly Anomalous to Anomalous Surface Temperature" dataset differs from the "Anomalous Surface Temperature" dataset for this county (another remotely sensed CIRES product) by showing areas of modeled temperatures between 1o and 2o above the mean, as opposed to the grea...
Authors
Hussein, K. Flint Geothermal, LLC
geothermalcoloradodolores countyremote sensingasterthermal infraredarcgisgisshapefileshape filegeospatialdatatemperaturethermal anomalythermal anomaliesanomaly detectiongeospatial data

Areas of Weakly Anomalous to Anomalous Surface Temperature in Garfield County, Colorado, as Identified from ASTER Thermal Data

Feb 01, 2012
624.13 kB
Publicly accessible
Note: This "Weakly Anomalous to Anomalous Surface Temperature" dataset differs from the "Anomalous Surface Temperature" dataset for this county (another remotely sensed CIRES product) by showing areas of modeled temperatures between 1o and 2o above the mean, as opposed to the grea...
Authors
Hussein, K. Flint Geothermal, LLC
geothermalcoloradogarfield countyremote sensingasterthermal infraredarcgisgisshapefileshape filegeospatialgeospatial datadatathermaltemperaturethermal anomaliesthermal anomaly

Areas of Weakly Anomalous to Anomalous Surface Temperature in Routt County, Colorado, as Identified from ASTER Thermal Data

Feb 01, 2012
145.6 kB
Publicly accessible
Note: This "Weakly Anomalous to Anomalous Surface Temperature" dataset differs from the "Anomalous Surface Temperature" dataset for this county (another remotely sensed CIRES product) by showing areas of modeled temperatures between 1o and 2o above the mean, as opposed to the grea...
Authors
Hussein, K. Flint Geothermal, LLC
geothermalcoloradoroutt countyasterremote sensingthermal infraredarcgisgisshapefileshape filegeospatialdatageospatial datathermalthermal anomaliesthermal anomalytemperature

Areas of Weakly Anomalous to Anomalous Surface Temperature in Alamosa and Saguache Counties, Colorado, as Identified from ASTER Thermal Data

Feb 01, 2012
186.89 kB
Publicly accessible
This "Weakly Anomalous to Anomalous Surface Temperature" dataset differs from the "Anomalous Surface Temperature" dataset for this county (another remotely sensed CIRES product) by showing areas of modeled temperatures between 1o and 2o above the mean, as opposed to the greater th...
Authors
Hussein, K. Flint Geothermal, LLC
geothermalcoloradosaguache countyalamosa countyremote sensingasterthermal infraredshape filegeospatialdatageospatial layershapefilearcgisgisgeospatial dataanomaly detectiontemperaturethermal anomaly

Surface Temperature Anomalies Derived from Night Time ASTER Data Corrected for Solar and Topographic Effects, Alamosa and Saguache Counties, Colorado

Feb 01, 2012
2.14 MB
Publicly accessible
This map shows areas of anomalous surface temperature in Alamosa and Saguache Counties identified from ASTER thermal data and spatial based insolation model. The temperature is calculated using the Emissivity Normalization Algorithm that separate temperature from emissivity. The i...
Authors
Hussein, K. Flint Geothermal, LLC
geothermalremote sensingastercoloradothermal infraredalamosa countysaguache countymapsurface temperature anomaliesthermal anomalies

Surface Temperature Anomalies Derived from Night Time ASTER Data Corrected for Solar and Topographic Effects, Archuleta County

Feb 01, 2012
2.39 MB
Publicly accessible
This map shows areas of anomalous surface temperature in Alamosa and Saguache Counties identified from ASTER thermal data and spatial based insolation model. The temperature is calculated using the Emissivity Normalization Algorithm that separate temperature from emissivity. The i...
Authors
Hussein, K. Flint Geothermal, LLC
geothermalcoloradoarcheluta countyremote sensingasterthermal infraredmapsurface temperature anomaliesthermal anomalies

Surface Temperature Anomalies Derived from Night Time ASTER Data Corrected for Solar and Topographic Effects, Dolores County

Feb 01, 2012
2.33 MB
Publicly accessible
This map shows areas of anomalous surface temperature in Alamosa and Saguache Counties identified from ASTER thermal data and spatial based insolation model. The temperature is calculated using the Emissivity Normalization Algorithm that separate temperature from emissivity. The i...
Authors
Hussein, K. Flint Geothermal, LLC
geothermalcoloradodolores countyasterthermal infraredremote sensingmapsurface temperature anomaliesthermal anomalies

Surface Temperature Anomalies Derived from Night Time ASTER Data Corrected for Solar and Topographic Effects, Fremont County, Colorado

Feb 01, 2012
2.64 MB
Publicly accessible
This map shows areas of anomalous surface temperature in Alamosa and Saguache Counties identified from ASTER thermal data and spatial based insolation model. The temperature is calculated using the Emissivity Normalization Algorithm that separate temperature from emissivity. The i...
Authors
Hussein, K. Flint Geothermal, LLC
geothermalcoloradofremont countyasterremote sensingthermal infraredmapsurface temperature anomaliesthermal anomalies

Surface Temperature Anomalies Derived from Night Time ASTER Data Corrected for Solar and Topographic Effects, Routt County, Colorado

Feb 01, 2012
1.94 MB
Publicly accessible
This map shows areas of anomalous surface temperature in Alamosa and Saguache Counties identified from ASTER thermal data and spatial based insolation model. The temperature is calculated using the Emissivity Normalization Algorithm that separate temperature from emissivity. The i...
Authors
Hussein, K. Flint Geothermal, LLC
geothermalcoloradoroutt countyasterremote sensingthermal infraredmapsurface temperature anomaliesthermal anomalies

Surface Temperature Anomalies Derived from Night Time ASTER Data Corrected for Solar and Topographic Effects, San Miguel County, Colorado

Feb 01, 2012
1.57 MB
Publicly accessible
This map shows areas of anomalous surface temperature in Alamosa and Saguache Counties identified from ASTER thermal data and spatial based insolation model. The temperature is calculated using the Emissivity Normalization Algorithm that separate temperature from emissivity. The i...
Authors
Hussein, K. Flint Geothermal, LLC
geothermalcoloradosan miguel countyremote sensingasterthermal infraredmapthermal anomaliessurface temperature anomalies

Areas of Anomalous Surface Temperature in Archuleta County, Colorado, as Identified from ASTER Thermal Data

Feb 01, 2012
183.74 kB
Publicly accessible
This layer contains areas of anomalous surface temperature in Archuleta County identified from ASTER thermal data and spatial based insolation model. The temperature is calculated using the Emissivity Normalization Algorithm that separate temperature from emissivity. The incoming ...
Authors
Hussein, K. Flint Geothermal, LLC
geothermalcoloradoarchuleta countyremote sensingasterthermal infraredarcgisgisshapefileshape filegeospatialgeospatial datadatatemperaturethermalanomaly detectionthermal anomalies

Areas of Anomalous Surface Temperature in Chaffee County, Colorado, as Identified from ASTER Thermal Data

Feb 01, 2012
463.96 kB
Publicly accessible
This layer contains areas of anomalous surface temperature in Chaffee County identified from ASTER thermal data and spatial based insolation model. The temperature is calculated using the Emissivity Normalization Algorithm that separate temperature from emissivity. The incoming so...
Authors
Hussein, K. Flint Geothermal, LLC
geothermalcoloradochaffee countyasterthermal infraredremote sensingarcgisgisshapefileshape filegeospatialgeospatial datadatathermaltemperatureemissivitysolar radiation

Areas of Anomalous Surface Temperature in Dolores County, Colorado, as Identified from ASTER Thermal Data

Feb 01, 2012
17.98 kB
Publicly accessible
This layer contains areas of anomalous surface temperature in Dolores County identified from ASTER thermal data and spatial based insolation model. The temperature is calculated using the Emissivity Normalization Algorithm that separate temperature from emissivity. The incoming so...
Authors
Hussein, K. Flint Geothermal, LLC
geothermalcoloradodolores countyasterremote sensingthermal infraredarcgisgusshapefileshape filegeospatialthermaltemperaturedataanomaly detectionthermal anomaliesgeospatial data

Areas of Anomalous Surface Temperature in Routt County, Colorado, as Identified from ASTER Thermal Data

Feb 01, 2012
55.72 kB
Publicly accessible
This layer contains areas of anomalous surface temperature in Routt County identified from ASTER thermal data and spatial based insolation model. The temperature is calculated using the Emissivity Normalization Algorithm that separate temperature from emissivity. The incoming sola...
Authors
Hussein, K. Flint Geothermal, LLC
geothermalcoloradoroutt countyremote sensingasterthermal infraredarcgisgisshapefileshape filegeospatialgeospatial datasolar radiationthermal anomaliesanomaly detectiondatatemperature

Areas of Anomalous Surface Temperature in Garfield County, Colorado, as Identified from ASTER Thermal Data

Feb 01, 2012
183.46 kB
Publicly accessible
This layer contains areas of anomalous surface temperature in Garfield County identified from ASTER thermal data and spatial based insolation model. The temperature is calculated using the Emissivity Normalization Algorithm that separate temperature from emissivity. The incoming s...
Authors
Hussein, K. Flint Geothermal, LLC
geothermalcoloradogarfield countyasterremote sensingthermal infraredarcgisgisshapefileshape filegeospatialdatageospatial datasolar radiationthermal anomaliesanomaly detection

Areas of Anomalous Surface Temperature in Alamosa and Saguache Counties, Colorado, as Identified from ASTER Thermal Data

Feb 01, 2012
97.1 kB
Publicly accessible
This layer contains areas of anomalous surface temperature in Alamosa and Saguache Counties identified from ASTER thermal data and spatial based insolation model. The temperature is calculated using the Emissivity Normalization Algorithm that separate temperature from emissivity. ...
Authors
Hussein, K. Flint Geothermal, LLC
geothermalcoloradosaguache countyalamosa countyasterthermal infraredremote sensingnear infraredarcgisgisshapefileshape filegeospatialdatageospatial datathermal datathermal anomaliesanomaly detection
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