Hyperspectral and Multispectral Imagery Analysis
“Hyperspectral remote sensing is the definitive optical tool for increasing knowledge and understanding of the Earth's surface. Contiguous high-resolution spectrometry provides a new dimension in mapping capability because of the potential for quantitative measurement of surface biogeochemistry.” (John S. MacDonald, Susan L. Ustin, and Michael E. Schaepman. “The Contributions of Dr. Alexander F. H. Goetz to Imaging Spectroscopy.” Remote Sensing of Environment. September 2009: S2-S4.)
Multispectral remote sensing involves the acquisition of visible, near infrared, and short-wave infrared images in several broad wavelength bands. Different materials reflect and absorb differently at different wavelengths. As such, it is possible to differentiate among materials by their spectral reflectance signatures as observed in these remotely sensed images, whereas direct identification is usually not possible. NASA’s Landsat, one of the more common multispectral imagers, is widely used for monitoring a wide range of landscape scale properties.
Hyperspectral imaging systems acquire images in over one hundred contiguous spectral bands. While multispectral imagery is useful to discriminate land surface features and landscape patterns, hyperspectral imagery allows for identification and characterization of materials. In addition to mapping distribution of materials, assessment of individual pixels is often useful for detecting unique objects in the scene.
Well developed scientific application areas include geology and mineral exploration; forestry; marine, coastal zone, inland waters and wetlands; agriculture; ecology; urban; snow and ice; and atmosphere. There are also numerous military applications in camouflage, littoral zone mapping, and landmine detection. Hyperspectral sensors pose an advantage over multispectral sensors in their ability to identify and quantify molecular absorption. The high spectral resolution of a hyperspectral imager allows for detection, identification and quantification of surface materials, as well as inferring biological and chemical processes.
For all of these applications, ground truth signatures collected in the field and indexed in spectral libraries are critical for many methods of analysis. While image processing packages often include basic spectral libraries, application distinct libraries containing spectra of the specific materials occurring in the target field area greatly improves the accuracy of generated interpretations. In particular, spectra of vegetation are influenced by such a wide range of environmental conditions that it makes it difficult to adequately represent this variability without the collection of site specific field spectra.
The ASD FieldSpec® line of spectroradiometers offers multiple configuration options and the industry’s fastest sampling speeds. The use of a flexible fiber optic cable and a wide range of foreoptics, along with several direct sampling accessories, give you a number of options for acquiring the best data possible. Bringing a level of device portability that only ASD can provide and combined with GPS compatibility, the FieldSpec instruments help make it possible for you to work in some of the most remote geographic regions of the planet.
Examples of research utilizing ASD instrumentation can be found in the links below.
Lake Tahoe Experiment Summary Report
OV-10 Radiative Flux Measurements, W. L. Smith Jr., NASA LaRC, Hampton, VA.
CLAMS - Cheasapeake Lighthouse & Aircraft Measurements for Satellites July 10 - August 2/2001
Chesapeake Lighthouse and Aircraft Measurements for Satellites “CLAMS” July 10 – Aug 2, 2001
Chesapeake Lighthouse and Aircraft Measurements for Satellites “CLAMS” July 12 – Aug 1, 2001
In-flight Radiometric and Spatial Calibration of EO-1 Optical Sensors
Global Products of Vegetation Leaf Area and Fraction Absorbed PAR From Year One of MODIS Data
Hyperspectral Vegetation Indices for Determining Agricultural Crop Characteristics
Hyperspectral Field Spectrometry for Estimating Greenbug (Homoptera: Aphididae) Damage in Wheat
TerraMetrics Agriculture, Inc. — field equipment used for research
Changes in Biogeochemical Cycles NASA-Earth Observing System NAG5-6137
Use of Scanning Infrared Surface Temperature Radiometer (SISTeR)
For more information about the ASD instrumentation used for superior field collection of reflectance signatures for hyperspectral and multispectral imagery analysis select one of the links below.
Products
- FieldSpec® 3 Portable Spectroradiometer
- FieldSpec® 3 Hi-Res Portable Spectroradiometer
- FieldSpec® 3 Max Portable Spectroradiometer
- FieldSpec® HandHeld Portable Spectroradiometer
Articles
- CAR Measurements for Chesapeake Lighthouse and Aircraft Measurements for satellite (CLAMS) Experiment
- Chesapeake Lighthouse and Aircraft Measurements for Satellites "CLAMS" July 12-Aug 2, 2001
- Using vegetation reflectance variability for species level classification of hyperspectral data
- Detection and discrimination of sulfate minerals using reflectance spectroscopy
- Direct solar spectral irradiance and transmittance measurements from 350 to 2500 nm
- Multispectral and Hyperspectral Remote Sensing of Alpine Snow Properties
- Empirical Proof of the Empirical Line
- Estimating forage biomass and quality in a mixed sown pasture based on partial least squares regression with waveband selection
- High Spectral Resolution Remote Sensing of Forest Canopy Lingnin, Nitrogen and Ecosystem Processes
- Earth Observing Satellites
- Remote sensing estimates of inherent optical properties in a coastal environment
- High-Resolution Remote Sensing Image Analysis for Early Detection and Response Planning for Emerald Ash Borer
- Spectroscopy of Humid Tropical Forests
- Methods for Seagrass, Macro-algae and Coral Reef Spectral Measurements
- Remote Sensing of Invasive Leafy Spurge Using Reflectance and Imaging Spectroscopy
- A Very Short History of Reflectance Spectroscopy for Solar System Exploration: An Old Man's Recollection
- Mapping Methane Emissions Using Imaging Spectrometry
- Mapping Potentially Asbestos-bearing Rocks Using Imaging Spectroscopy
- Reflectance Spectroscopy Applied to Exploration for Mineral Deposits and Geothermal Systems
- The Hyperspectral Characteristics of Cotton Leaf Infected with Verticillium Wilt and Aphid
- Mineral Mapping Using Spectroscopy - From Field Measurements to Airborne Satellite-Based Imaging Spectrometry
- HyLogging - Voluminous Industrial-scale Reflectance Spectroscopy of the Earth's Subsurface
- Compositional Mapping the Solar System with Imaging Spectroscopy: The Role of Water and Nano-Particles
- The Use of a Portable Spectrometer in Support of the Calibration of AVIRIS, the Moon Mineralogy Mapper and other High Uniformity Imaging Spectrometers
- Estimation and Extrapolation of Soil Properties in the Siberian Tundra, using Field Spectroscopy
- Detection and discrimination of stress in bean (phaseolus vulgaris ‘tendergreen’.)
- Variation and Stability of Soil Reflectance Measurements with Different ASD Spectrometers Under Different Conditions
- Rapid Estimation of Brilliant Blue Concentrations in Soil by Diffusereflectance Spectroscopy
- A Comparison of Spectral Measurement Methods for Substratum and Benthic Features In Seagrass and Coral Reef Environments
- The NEON Imaging Spectrometer: Airborne Measurements of Vegetation Cover and Biochemistry for the Continental-scale NEON Observatory
- Radiometric Calibration Concept of Imaging Spectrometers for a Long-Term Ecological Remote Sensing Project
- High Performance Fore Optic Accessories and Tools for Reflectance and Radiometric Measurements with the ASD FieldSpec 3 Spectroradiometer
- Relationship Between Spectral Response and Changes of Water Level: La Purísima Dam, Guanajuato, Mexico
- Imaging Reflectance Spectroscopy in the National Ecological Observatory Network’s Airborne Observation Platform






