The Mineral Resources Program has advanced methods of imaging spectroscopy (hyperspectral remote sensing) that are now used routinely by the earth science and remote sensing communities for mineral mapping, soil quality mapping, hazard mitigation, and other terrestrial and planetary applications. The USGS is highly qualified to advance this technology based on its world class expertise in mineral and material spectroscopy and extensive, well-characterized specimen collections.
Science Issue and Relevance
There is increasing demand for mineral mapping applied to identifying and defining deposits and associated hydrothermal systems, delimiting surface expressions of geologic structures that host deposits, and mitigating hazards associated with mineral resource extraction. The Mineral Resources Program has advanced methods of imaging spectroscopy (hyperspectral remote sensing) that are now used routinely by the earth science and remote sensing communities for mineral mapping, soil quality mapping, hazard mitigation, and other terrestrial and planetary applications. The USGS is highly qualified to advance this technology based on its world class expertise in mineral and material spectroscopy and extensive, well-characterized specimen collections (for example, the USGS spectral library). Our laboratories have set standards in the calibration of a wide range of laboratory, field, and imaging spectrometers. This breadth of expertise is critical to accomplishing this objective and provides a comprehensive perspective matched by few research groups.
Methodology to Address the Issue
Our objectives are to:
- Develop a calibrated hyperspectral imaging system to create mineral maps at high spatial resolution, pixel size as small as 24 microns in the laboratory and a few centimeters in the field.
- Demonstrate the capability of the hyperspectral imaging system in laboratory and field deployment to provide year-round scanning for hand samples and drill core sections, and outcrops and mine faces in the field.
Pilot Project - Hyperspectral Remote Sensing Data and a Multi-proxy Investigation for Characterizing Mineral Resources in Alaska
Why did USGS Conduct this study? Alaska is considered one of the premier locations in the world for mineral exploration and for discovery of world-class mineral resources. However, geologic mapping and exploration are hindered by Alaska’s vast size, remoteness, and rugged terrain. Hyperspectral surveying is one method that can be used to rapidly acquire data about the distributions of surficial materials, including different types of bedrock and ground cover. The USGS conducted a pilot project in the state of Alaska, USA, to test the effectiveness of using imaging spectroscopy (hyperspectral remote sensing) to characterize surficial materials, geology, and potential mineral resources for selected areas of interest (AOIs).
What methodology did USGS use? Our research objectives were to:
- Characterize surficial materials, geology, and minerals using imaging spectroscopy (airborne hyperspectral remote sensing) for selected areas of interest.
- Advance the USGS hyperspectral capabilities to identify and map surface minerals in poorly illuminated, steep, and vegetated terrain at higher latitudes.
- Integrate remote sensing data with field geology, geochemical, and geophysical studies to better characterize known deposits and identify prospective ground for additional mineral resources in Alaska.
The goal of the project was to define the geologic footprint of select deposits using imaging spectroscopy, and regionally extrapolate this knowledge to areas not well characterized. It is expected that the synthesis of results from this multi-disciplinary project will enhance our understanding of the regional geology and be used to develop a predictive exploration model for the identification of base and precious metal-bearing deposits in Alaska and similar remote regions of the world.
Airborne Hyperspectral Data Collection and Analysis - An airborne survey to collect hyperspectral remote sensing data covering several areas of interest in Alaska was performed by the USGS during the summer of 2014. The areas of interest included known large tonnage metallic mineral resources and associated broad alteration footprints. Supporting field work including field spectroscopy, geologic field investigations, and mineral mapping, was conducted to aid in the calibration and interpretation of remotely sensed data.
Multi-scale Hyperspectral Data Collection and Synthesis - Hyperspectral data were collected at multiple scales in the Nabesna area of interest. The scales ranged from regional, at 6-meter resolution covering hundreds of kilometers, to outcrop-scale at 30-centimeter resolution, to hand sample scale, at 500-micrometer resolution. This work was conducted in collaboration with the Alaska Department of Natural Resources Division of Geological and Geophysical Surveys, University of Alaska Fairbanks, and National Park Service. Preliminary examination of surface mineral maps show patterns of mineralogy consistent with those predicted from existing geologic maps and descriptions of the porphyry deposits in the region.
Below are other science projects associated with this project.
Spectroscopy and Hyperspectral Imaging of Critical Mineral Resources
USGS High Resolution Spectral Library
Below are data or web applications associated with this project.
Whole rock, soil, sediment, x-ray diffraction, and electron microprobe analyses of samples from the Orange Hill-Bond Creek area, Nabesna Quadrangle, Alaska
Below are publications associated with this project.
Multiscale hyperspectral imaging of the Orange Hill Porphyry Copper Deposit, Alaska, USA, with laboratory-, field-, and aircraft-based imaging spectrometers
Hyperspectral surveying for mineral resources in Alaska
Plant phenolics and absorption features in vegetation reflectance spectra near 1.66 μm
Geospatial compilation of results from field sample collection in support of mineral resource investigations, Western Alaska Range, Alaska, July 2013
Below are news stories associated with this project.
Below are partners associated with this current project and our pilot project in Alaska.
- Overview
The Mineral Resources Program has advanced methods of imaging spectroscopy (hyperspectral remote sensing) that are now used routinely by the earth science and remote sensing communities for mineral mapping, soil quality mapping, hazard mitigation, and other terrestrial and planetary applications. The USGS is highly qualified to advance this technology based on its world class expertise in mineral and material spectroscopy and extensive, well-characterized specimen collections.
Hyperspectral imager and laboratory scanning platform, operated by USGS scientist Todd Hoefen. Visible and near-infrared (VNIR) sensor is mounted on the left (blue box) and shortwave infrared (SWIR) sensor is mounted on the right (red box).(Credit: Gregg Swayze, USGS. Public domain.) Science Issue and Relevance
There is increasing demand for mineral mapping applied to identifying and defining deposits and associated hydrothermal systems, delimiting surface expressions of geologic structures that host deposits, and mitigating hazards associated with mineral resource extraction. The Mineral Resources Program has advanced methods of imaging spectroscopy (hyperspectral remote sensing) that are now used routinely by the earth science and remote sensing communities for mineral mapping, soil quality mapping, hazard mitigation, and other terrestrial and planetary applications. The USGS is highly qualified to advance this technology based on its world class expertise in mineral and material spectroscopy and extensive, well-characterized specimen collections (for example, the USGS spectral library). Our laboratories have set standards in the calibration of a wide range of laboratory, field, and imaging spectrometers. This breadth of expertise is critical to accomplishing this objective and provides a comprehensive perspective matched by few research groups.
Methodology to Address the Issue
Our objectives are to:
- Develop a calibrated hyperspectral imaging system to create mineral maps at high spatial resolution, pixel size as small as 24 microns in the laboratory and a few centimeters in the field.
- Demonstrate the capability of the hyperspectral imaging system in laboratory and field deployment to provide year-round scanning for hand samples and drill core sections, and outcrops and mine faces in the field.
Pilot Project - Hyperspectral Remote Sensing Data and a Multi-proxy Investigation for Characterizing Mineral Resources in Alaska
Project study areas in Alaska. The three areas include a variety of deposit types and were selected for acquisition of hyperspectral imagery and other advanced remote sensing data in areas with potential mineralization. (Public domain.) Why did USGS Conduct this study? Alaska is considered one of the premier locations in the world for mineral exploration and for discovery of world-class mineral resources. However, geologic mapping and exploration are hindered by Alaska’s vast size, remoteness, and rugged terrain. Hyperspectral surveying is one method that can be used to rapidly acquire data about the distributions of surficial materials, including different types of bedrock and ground cover. The USGS conducted a pilot project in the state of Alaska, USA, to test the effectiveness of using imaging spectroscopy (hyperspectral remote sensing) to characterize surficial materials, geology, and potential mineral resources for selected areas of interest (AOIs).
What methodology did USGS use? Our research objectives were to:
- Characterize surficial materials, geology, and minerals using imaging spectroscopy (airborne hyperspectral remote sensing) for selected areas of interest.
- Advance the USGS hyperspectral capabilities to identify and map surface minerals in poorly illuminated, steep, and vegetated terrain at higher latitudes.
- Integrate remote sensing data with field geology, geochemical, and geophysical studies to better characterize known deposits and identify prospective ground for additional mineral resources in Alaska.
The goal of the project was to define the geologic footprint of select deposits using imaging spectroscopy, and regionally extrapolate this knowledge to areas not well characterized. It is expected that the synthesis of results from this multi-disciplinary project will enhance our understanding of the regional geology and be used to develop a predictive exploration model for the identification of base and precious metal-bearing deposits in Alaska and similar remote regions of the world.
Airborne Hyperspectral Data Collection and Analysis - An airborne survey to collect hyperspectral remote sensing data covering several areas of interest in Alaska was performed by the USGS during the summer of 2014. The areas of interest included known large tonnage metallic mineral resources and associated broad alteration footprints. Supporting field work including field spectroscopy, geologic field investigations, and mineral mapping, was conducted to aid in the calibration and interpretation of remotely sensed data.
Multi-scale Hyperspectral Data Collection and Synthesis - Hyperspectral data were collected at multiple scales in the Nabesna area of interest. The scales ranged from regional, at 6-meter resolution covering hundreds of kilometers, to outcrop-scale at 30-centimeter resolution, to hand sample scale, at 500-micrometer resolution. This work was conducted in collaboration with the Alaska Department of Natural Resources Division of Geological and Geophysical Surveys, University of Alaska Fairbanks, and National Park Service. Preliminary examination of surface mineral maps show patterns of mineralogy consistent with those predicted from existing geologic maps and descriptions of the porphyry deposits in the region.
Outcrop mineral classification map of the western side of the Orange Hill porphyry copper deposit. This mineral map was generated from data collected using a HySpexTM spectrometer. Note the different colors that indicate a predominance of clays, muscovite, and gypsum (likely related to porphyry mineralization) across the hillside. Data collected at 30-centimeter spatial resolution. Credit: USGS (Public domain.) Hand specimen photograph (top) and mineral classification map (bottom) from Corescan data for selected hand specimens collected at the Orange Hill deposit. Data collected at 500-micron spatial resolution. (Public domain.) - Science
Below are other science projects associated with this project.
Spectroscopy and Hyperspectral Imaging of Critical Mineral Resources
Our project will characterize the primary critical minerals (minerals that contain critical elements in their base structure) that are not yet in the USGS Spectral Library. We propose to increase understanding of the spectral indicators of critical minerals using lab-based studies of hand specimens and drill core, hyperspectral field scanning, and hyperspectral images collected from aircraft.USGS High Resolution Spectral Library
The USGS Spectral Library contains reflectance spectra, including samples of minerals, rocks, soils, physically constructed as well as mathematically computed mixtures, plants, vegetation communities, microorganisms, and man-made materials. The samples and spectra collected were assembled for the purpose of using spectral features for the remote detection of these and similar materials. The latest... - Data
Below are data or web applications associated with this project.
Whole rock, soil, sediment, x-ray diffraction, and electron microprobe analyses of samples from the Orange Hill-Bond Creek area, Nabesna Quadrangle, Alaska
This data release includes geochemical, x-ray diffraction mineralogical, and electron probe microanalysis (EPMA) data on rocks, soils, and sediments collected near the Orange Hill and Bond Creek porphyry copper deposits, Nabesna quadrangle, Alaska. Geochemical analyses were completed by a laboratory under contract with the U.S. Geological Survey (USGS). Electron microprobe and x-ray diffraction mi - Publications
Below are publications associated with this project.
Multiscale hyperspectral imaging of the Orange Hill Porphyry Copper Deposit, Alaska, USA, with laboratory-, field-, and aircraft-based imaging spectrometers
In the past decade, use of hyperspectral imaging (imaging spectroscopy) for mineral exploration and mining operations has been increasing at different spatial scales. In this paper, we focus on recent trends in applying imaging spectrometer data to: 1) airborne imaging of high latitude deposits, 2) field-based imaging of outcrops, and 3) laboratory-level imaging of geologic samples. Comparing mineAuthorsRaymond F. Kokaly, Garth E. Graham, Todd M. Hoefen, Karen D. Kelley, Michaela R. Johnson, Bernard E. Hubbard, M. Buchhorn, A. PrakashHyperspectral surveying for mineral resources in Alaska
Alaska is a major producer of base and precious metals and has a high potential for additional undiscovered mineral resources. However, discovery is hindered by Alaska’s vast size, remoteness, and rugged terrain. New methods are needed to overcome these obstacles in order to fully evaluate Alaska’s geology and mineral resource potential. Hyperspectral surveying is one method that can be used to raAuthorsRaymond F. Kokaly, Garth E. Graham, Todd M. Hoefen, Karen D. Kelley, Michaela R. Johnson, Bernard E. HubbardPlant phenolics and absorption features in vegetation reflectance spectra near 1.66 μm
Past laboratory and field studies have quantified phenolic substances in vegetative matter from reflectance measurements for understanding plant response to herbivores and insect predation. Past remote sensing studies on phenolics have evaluated crop quality and vegetation patterns caused by bedrock geology and associated variations in soil geochemistry. We examined spectra of pure phenolic compouAuthorsRaymond F. Kokaly, Andrew K SkidmoreGeospatial compilation of results from field sample collection in support of mineral resource investigations, Western Alaska Range, Alaska, July 2013
This Data Series summarizes results from July 2013 sampling in the western Alaska Range near Mount Estelle, Alaska. The fieldwork combined in situ and camp-based spectral measurements of talus/soil and rock samples. Five rock and 48 soil samples were submitted for quantitative geochemical analysis (for 55 major and trace elements), and the 48 soils samples were also analyzed by x-ray diffractionAuthorsMichaela R. Johnson, Garth E. Graham, Bernard E. Hubbard, William Benzel - News
Below are news stories associated with this project.
- Partners
Below are partners associated with this current project and our pilot project in Alaska.