Ground-Cover Measurements: Assessing Correlation Among Aerial and Ground-Based Methods

Wyoming’s Green Mountain Common Allotment is public land providing livestock forage, wildlife habitat, and unfenced solitude, amid other ecological services. It is also the center of ongoing debate over USDI Bureau of Land Management’s (BLM) adjudication of land uses. Monitoring resource use is a BLM responsibility, but conventional monitoring is inadequate for the vast areas encompassed in this and other public-land units. New monitoring methods are needed that will reduce monitoring costs. An understanding of data-set relationships among old and new methods is also needed. This study compared two conventional methods with two remote sensing methods using images captured from two meters and 100 meters above ground level from a camera stand (a ground, image-based method) and a light airplane (an aerial, image-based method). Image analysis used SamplePoint or VegMeasure software. Aerial methods allowed for increased sampling intensity at low cost relative to the time and travel required by ground methods. Costs to acquire the aerial imagery and measure ground cover on 162 aerial samples representing 9000 ha were less than $3000. The four highest correlations among data sets for bare ground—the ground-cover characteristic yielding the highest correlations (r)—ranged from 0.76 to 0.85 and included ground with ground, ground with aerial, and aerial with aerial data-set associations. We conclude that our aerial surveys are a cost-effective monitoring method, that ground with aerial data-set correlations can be equal to, or greater than those among ground-based data sets, and that bare ground should continue to be investigated and tested for use as a key indicator of rangeland health.

[1]  D. Terrance Booth,et al.  Very Large Scale Aerial Photography for Rangeland Monitoring , 2006 .

[2]  Thomas J. Jackson,et al.  Airborne laser measurements of rangeland canopy cover and distribution. , 1992 .

[3]  Douglas E. Johnson,et al.  Technical Note: Lightweight Camera Stand for Close-to-Earth Remote Sensing , 2004 .

[4]  William S. Cooper An Apparatus for Photographic Recording of Quadrats , 1924 .

[5]  P. Tueller Near‐Earth monitoring of range condition and trend , 1996 .

[6]  Charles F. Fifield,et al.  Image Analysis Compared with Other Methods for Measuring Ground Cover , 2005 .

[7]  D Terrance Booth,et al.  Precision Measurements from Very-Large Scale Aerial Digital Imagery , 2006, Environmental monitoring and assessment.

[8]  A Camera Method for Charting Quadrats , 1934, Nature.

[9]  M. K. Owens,et al.  A photographic technique for repeated mapping of rangeland plant populations in permanent plots. , 1985 .

[10]  Robert D. Berryman,et al.  Point Sampling Digital Imagery with ‘Samplepoint’ , 2006, Environmental monitoring and assessment.

[11]  Josef Strobl,et al.  What’s wrong with pixels? Some recent developments interfacing remote sensing and GIS , 2001 .

[12]  D. T. Booth,et al.  Rangeland Monitoring Using Remote Sensing , 2003 .

[13]  Oregon State,et al.  AGRICULTURAL EXPERIMENT STATION , 1973 .

[14]  G. Pickup,et al.  Remote‐Sensing‐Based Condition Assessment for Nonequilibrium Rangelands Under Large‐Scale Commercial Grazing , 1994 .

[15]  José M. Paruelo,et al.  Range assessment using remote sensing in Northwest Patagonia (Argentina). , 1994 .

[16]  Henry J. Oosting,et al.  The study of plant communities. , 1956 .

[17]  D. T. Booth,et al.  Measuring Plant Cover in Sagebrush Steppe Rangelands: A Comparison of Methods , 2006, Environmental management.

[18]  J. R. Jensen Remote Sensing Education and Workforce Considerations , 2001 .

[19]  A. Lobo,et al.  Fine-scale mapping of a grassland from digitized aerial photography: an approach using image segmentation and discriminant analysis , 1998 .

[20]  N. Abel,et al.  A rapid method for assessing rates of soil erosion from rangeland: an example from Botswana. , 1987 .

[21]  A. Rango,et al.  Combining Decision Trees with Hierarchical Object-oriented Image Analysis for Mapping Arid Rangelands , 2007 .

[22]  Paul T. Tueller,et al.  Remote sensing technology for rangeland management applications. , 1989 .

[23]  Samuel E. Cox,et al.  The Accuracy of Ground-Cover Measurements , 2006 .

[24]  Lauren T. Bennett,et al.  Close-range vertical photography for measuring cover changes in perennial grasslands. , 2000 .

[25]  K. F. Wells Measuring vegetation changes on fixed quadrats by vertical ground stereophotography. , 1971 .

[26]  James H. Everitt,et al.  Use of Remote Sensing for Detecting and Mapping Leafy Spurge (Euphorbia esula) , 1995, Weed Technology.

[27]  D. Adams,et al.  New concepts for assessment of rangeland condition. , 1995 .

[28]  Douglas E. Johnson,et al.  Detection-Threshold Calibration and Other Factors Influencing Digital Measurements of Ground Cover , 2005 .

[29]  Two Modifications to the Vegetation Photographic Charting Method , 1966 .

[30]  A. Rango,et al.  An object-based image analysis approach for determining fractional cover of senescent and green vegetation with digital plot photography , 2007 .

[31]  D. T. Booth,et al.  A Laser Point Frame to Measure Cover , 2005 .

[32]  M. Louhaichi,et al.  Spatially Located Platform and Aerial Photography for Documentation of Grazing Impacts on Wheat , 2001 .

[33]  Using remote sensing for detecting and mapping noxious plants. , 1995 .