Crops and Soils Research
For decades, scientists have used high-resolution reflectance spectra of minerals and soils to determine soil mineralogy, and to assess soil physical properties. A major breakthrough in these studies has been the use of visible-near infrared spectroscopy to develop quantitative calibrations for rapid characterization of soil nutrients and physical properties. The coupling of this technology with remote sensing data, georeferenced ground surveys, and new spatial statistical methods has resulted in the improved capability for large area soil assessments. Rapid spectroscopic soil analysis breaks the bottleneck of sample collection and lab testing, and permits the assessment of soil quality on a large number of representative samples covering expansive geographic areas.
Expansive spectral libraries continue to be developed for the interpretation and application of spectra to soils analysis. The spectral library approach allows calibrations based on small numbers of selected samples to be applied to the rapid analysis of thousands of samples. These studies overlap into many practical applications, including hazardous waste and environmental applications, agriculture, hydrology, and soil fertility assessment.
Other related applications include the analysis of plant tissue to assess such things as water and nutrient status. These applications are based on both canopy- and leaf-level measurements of reflectance. Employing the same quantitative methods used to develop soil nutrient calibrations, researchers have developed calibrations for a wide range of plant biochemicals, including chlorophyll, xanthophylls (and other pigments), lignin, cellulose, and total nitrogen. In addition to analysis of photosynthetic biomass, these methods have also been applied to rapid analysis of seed nutrient properties for crops such as corn, wheat, rice, soybeans, and canola.
Crop photosynthetic modeling is another application. These studies require the measurement of photosynthetic radiation above, below, and within a crop canopy. By measuring spectral irradiance, rather than just a single integrated reading, researchers can better study the interplay of the various secondary pigments.
The ability to accurately perform reflectance and radiometric measurements of vegetation and soil in the field is critical to all of these applications. The ASD FieldSpec® line of spectroradiometers offers a wide range of configuration options for both contact measurements (such as leaves or in a soil profile pit) and stand-off measurements (such as those needed to measure canopy reflectance). The FieldSpec uses a flexible fiber optic cable with several different accessories, giving researchers many options for acquiring critical data. Bringing a level of device portability that only ASD can provide, the FieldSpec also helps you work in some of the most remote regions of the planet.
Scientists around the world use ASD instruments in their soils and crops research. Examples of some of their work are available below.
Prediction of soil content using near-infrared spectroscopy
Sensing Soil Quality in Lab and Field
Soil Science and Biogeography, Department of Geography, University of Zürich
Image Analysis Sediments and Paleoenvironments
NASA JPL AVIRIS Science and Applications Workshop (jointly written with Alex Held)
Global Products of Vegetation Leaf Area and Fraction Absorbed PAR From Year One of MODIS Data
Sucrose Transporter StSUT4 from Potato Affects Flowering, Tuberization, and Shade Avoidance Response
Detection of Carbon Stock Change in Agricultural Soils Using Spectroscopic Techniques
Trace Chemical Detection Through Vegetation Sentinels and Fluorescence Spectroscopy
Assessing the Performance of HYPERION in Relation to Eucalypt Biochemistry
Documentation of Ruokolahti Campaign— Finland, June 2000
Detection and Site-Specific Control of Weeds Through Remote Sensing
Sondankylä, Finland, the SIFLEX (Solar Induced Fluorescence Experiment) Campaign
Hyperspectral Vegetation Indices for Determining Agricultural Crop Characteristics
Hyperspectral Field Spectrometry for Estimating Greenbug (Homoptera: Aphididae) Damage in Wheat
Indiviual Spectral Reflectance Curves of the overstory species in LBL, Kentucky
Wyoming Assessment Project and Remote Sensing of Leafy Spurge
Spectral Separability among Six Southern Tree Species
Computational Modeling Support to the Remote Sensing Technologies Center
Spectral Acquisitions for Evaluation and Validation of EO -1 for Sustainable Development
Image Analysis Sediments and Paleoenvironments
Information about the FieldSpec® portable spectroradiometers and AgriSpec® portable spectrometer used to accurately perform reflectance and radiometric measurements of vegetation and soil properties in the field can be found in the links below.
Products
- FieldSpec® 3 Portable Spectroradiometer
- FieldSpec® 3 Hi-Res Portable Spectroradiometer
- FieldSpec® 3 Max Portable Spectroradiometer
- AgriSpec® Portable Vis/NIR Spectrometer
- FieldSpec® HandHeld Portable Spectroradiometer
Articles
- Seasonal Variability in Spectral Reflectance for Discriminating Grasslands along a Dry-Mesic Gradient in Switzerland
- Using vegetation reflectance variability for species level classification of hyperspectral data
- In Situ Characterization of Soil Clay Content with Visible Near-Infrared Diffuse Reflectance Spectroscopy
- Development of Reflectance Spectral Libraries for Characterization of Soil Properties
- Empirical Proof of the Empirical Line
- Global soil characterization with VNIR diffuse reflectance spectroscopy
- Estimating forage biomass and quality in a mixed sown pasture based on partial least squares regression with waveband selection
- Rapid Biomass Analysis - New Tools for Compositional Analysis of Corn Stover Feedstocks and Process Intermediates from Ethanol Production
- VNIR Diffuse Reflectance Spectroscopy for Agricultural Soil Property Determination Based on Regression-Kriging
- A New Perspective to Near-Infrared Reflectance Spectroscopy: A Wavelet Approach
- High-Resolution Remote Sensing Image Analysis for Early Detection and Response Planning for Emerald Ash Borer
- Spectroscopy of Humid Tropical Forests
- An Innovative Approach to Normalize Soil Reflectance Spectra Acquired by Different Spectrometers and Operators
- Demonstration of a Visible and Near-infrared Illuminated Penetrometer Probe for In Situ Subsurface Soil Interrogation
- Using NIRS to Determine Insect Species and Age, and to Determine Single Kernel Quality
- Remote Sensing of Invasive Leafy Spurge Using Reflectance and Imaging Spectroscopy
- Integrating Traditional Handheld Remotely Sensed Measurement Techniques with Chemometric Analyses in the Classroom
- Reflectance Spectroscopy Applied to Exploration for Mineral Deposits and Geothermal Systems
- The Hyperspectral Characteristics of Cotton Leaf Infected with Verticillium Wilt and Aphid
- 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






