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Shallow (2-meter) Temperature Surveys in Colorado

Feb 01, 2012
10.72 kB
Publicly accessible
Shallow temperature surveys are useful in early-stage geothermal exploration to delineate surface outflow zones, with the intent to identify the source of upwelling, usually a fault. Detailed descriptions of the 2-meter survey method and equipment design can be found in Coolbaugh ...
Authors
E., R. Flint Geothermal, LLC
geothermalshallow temperature surveyscoloradoshallow temperature surveyarcgisgisshapefileshape filegeospatialdatageospatial dataexplorationremote sensinganomaly detectionfault detectiontemperatureupflow faultfault

Identifying and Delineating Thermally Active Areas in Colorado Using Thermal Remote Sensing Data

Dec 26, 2012
3.26 MB
Publicly accessible
This report outlines the approach and methodology of the utilization of thermal satellite imagery to find areas of warm ground that might indicate heat flow from a buried geothermal system. The satellite platforms, modeling equations and corrections to the data are discussed. Some...
Authors
Hussein, K. Flint Geothermal, LLC
geothermalcoloradociresasterremote sensingthermal imagerygeothermal potentialdeep resource wellsidentifypotentialtarget areas

Colorado Potential Geothermal Pathways

Feb 01, 2012
68.99 kB
Publicly accessible
This layer contains the weakened basement rocks. Isostatic gravity was utilized to identify structural basin areas, characterized by gravity low values reflecting weakened basement rocks. Together interpreted regional fault zones and basin outlines define geothermal "exploration f...
Authors
E., R. Flint Geothermal, LLC
geothermalcoloradobasement weaknessgravityfaultsfluid flowbasement weaknessesarcgisshapefileshape filegeospatialgeospatial datadatageophysicsexplorationpfaplay fairwayanalysissuperheated fluid flowvolcanic activityremote sensingfault detectionanomaly detection

Geothermal Target Areas in Colorado as Identified by Remote Sensing Techniques

Feb 01, 2012
273.17 kB
Publicly accessible
This layer contains the areas identified as targets of potential geothermal activity. The Criteria used to identify the target areas include: hot/warm surface exposures modeled from ASTER/Landsat satellite imagery and geological characteristics, alteration mineral commonly associa...
Authors
Hussein, K. Flint Geothermal, LLC
geothermalremote sensingcoloradothermal infraredtarget areasarcgisgisshapefileshape filegeospatialdatageospatial datahot springsthermal anomalies

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

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

First Priority Geothermal Target Areas as Identified by ASTER and LANDSAT Thermal Imaging of Parts of Colorado

Feb 01, 2012
7.08 MB
Publicly accessible
The CIRES remote sensing unit of the University of Colorado was commissioned by Flint Geothermal LLC to identify areas of warm ground that could signify the thermal signature of "blind" geothermal systems. Using ASTER and LANDSAT data along with other characteristics considered fa...
Authors
Hussein, K. Flint Geothermal, LLC
geothermalcoloradothermal infraredasterlandsatremote sensingpotential siteschaffee countydelta countyeagle countygarfield countypark countyroutt county

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

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

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

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 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

Memos Relating to 2011 Field Checking of CIRES ASTER Thermal Targets

Feb 01, 2012
5.89 MB
Publicly accessible
In 2010 and 2011, Flint Geothermal commissioned CIRES from the University of Colorado to attempt to detect "blind" or buried geothermal systems using remote sensing. CIRES utilized thermal infrared bands from ASTER and LANDSAT satellite imagery to detect areas of warm ground in pa...
Authors
Zehner, R. and Hussein, K. Flint Geothermal, LLC
geothermalcoloradoremote sensingasterlandsatthermal infraredsite assessmentblind geothermal systemsburied geothermal systems

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

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
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  • The GDR provides free access to data generated from projects funded by the U.S. Department of Energy's Office of Geothermal.
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