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GeoThermalCloud: Cloud Fusion of Big Data and Multi-Physics Models using Machine Learning for Discovery, Exploration and Development of Hidden Geothermal Resources

Apr 04, 2022
1.04 GB
Publicly accessible
Geothermal exploration and production are challenging, expensive and risky. The GeoThermalCloud uses Machine Learning to predict the location of hidden geothermal resources. This submission includes a training dataset for the GeoThermalCloud neural network. Machine Learning for Di...
Authors
Ahmmed, B. Stanford University
geothermalenergymachine learningartificial intelligenceaiexplorationmodelmodelingprocessed datatraining datatraining datasetremote sensinghidden geothermal resourcesresource detectiondiscoverydevelopmentresourceneural networkprediction

CIRES Approach Overview to Using Thermal Infrared Imagery to Find Geothermal Systems in Colorado

Feb 01, 2012
237.36 kB
Publicly accessible
Subsurface geothermal activity has a thermal expression that can be observed at the surface. Such spatial temperature gradients are within the radiometric resolution that is characteristic of a wide range of satellites that carry thermal sensors. For this effort, CIRES (part of ...
Authors
Hussein, K. Flint Geothermal, LLC
geothermalcoloradociresasterlandsatremote sensingthermal infraredtarget areasgeothermal potentialidentifydeep resource wellspotential

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 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 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 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

Areas with Surface Thermal Anomalies as Detected by ASTER and LANDSAT Data in Ouray, Colorado

Feb 01, 2012
2.26 MB
Publicly accessible
This map shows areas of anomalous surface temperature in Ouray identified from ASTER and LANDSAT thermal data and spatial based insolation model. The temperature for the ASTER data was calculated using the Emissivity Normalization Algorithm that separate temperature from emissivit...
Authors
Hussein, K. Flint Geothermal, LLC
geothermalcoloradoourayasterlandsatremote sensingthermal infraredthermal anomaliesmapsurface temperature anomalies

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 with Surface Thermal Anomalies as Detected by ASTER and LANDSAT Data in Northern Saguache County, Colorado

Feb 01, 2012
2.29 MB
Publicly accessible
This map shows areas of anomalous surface temperature in northern Saguache Counties identified from ASTER and LANDSAT thermal data and spatial based insolation model. The temperature for the ASTER data was calculated using the Emissivity Normalization Algorithm that separate tempe...
Authors
Hussein, K. Flint Geothermal, LLC
geothermalcoloradosanguache countyremote sensingasterlandsatthermal infraredthermal anomaliesmapsurface temperature anomalies

Areas with Surface Thermal Anomalies as Detected by ASTER and LANDSAT Data around Pinkerton Hot Springs, Colorado

Feb 01, 2012
2 MB
Publicly accessible
This map shows areas of anomalous surface temperature in northern Saguache Counties identified from ASTER and LANDSAT thermal data and spatial based insolation model. The temperature for the ASTER data was calculated using the Emissivity Normalization Algorithm that separate tempe...
Authors
Hussein, K. Flint Geothermal, LLC
geothermalpinkertoncoloradoremote sensingasterlandsatthermal infraredthermal anomaliessurface temperature anomaliesmap

Areas with Surface Thermal Anomalies as Detected by ASTER and LANDSAT Data in Northwest Delta, Colorado

Feb 01, 2012
1.55 MB
Publicly accessible
This map shows areas of anomalous surface temperature in northern Saguache Counties identified from ASTER and LANDSAT thermal data and spatial based insolation model. The temperature for the ASTER data was calculated using the Emissivity Normalization Algorithm that separate tempe...
Authors
Hussein, K. Flint Geothermal, LLC
geothermalcoloradodelta countyremote sensingasterlandsatthermal infraredthermal anomaliessurface temperature anomaliesmap

Areas with Surface Thermal Anomalies as Detected by ASTER and LANDSAT Data around South Canyon Hot Springs, Garfield County, Colorado

Feb 01, 2012
1.93 MB
Publicly accessible
This map shows areas of anomalous surface temperature around South Canyon Hot Springs as identified from ASTER and LANDSAT thermal data and spatial based insolation model. The temperature for the ASTER data was calculated using the Emissivity Normalization Algorithm that separate ...
Authors
Hussein, K. Flint Geothermal, LLC
geothermalcoloradogarfield countysouth canyon hot springsasterlandsatthermal infraredremote sensingthermal anomaliessurface temperature anomaliesmap

Areas with Surface Thermal Anomalies as Detected by ASTER and LANDSAT Data in Southwest Steamboat Springs, Garfield County, Colorado

Feb 01, 2012
1.52 MB
Publicly accessible
This map shows areas of anomalous surface temperature around south Steamboat Springs as identified from ASTER and LANDSAT thermal data and spatial based insolation model. The temperature for the ASTER data was calculated using the Emissivity Normalization Algorithm that separate t...
Authors
Hussein, K. Flint Geothermal, LLC
geothermalcoloradosteamboat springsremote sensingasterlandsatthermal infraredthermal anomaliessurface temperature anomaliesmap

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
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