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| Author: | G.L. Miller |
| Keywords: | spatial analysis, uniformity, statistics, geostatistics, semivariance, kriging |
Abstract:
Soccer ball reactions and player performance are dependent on an athletic field’s surface hardness, uniformity, and smoothness.
Spatial variation due to wear patterns can be a confounding factor for experimental designs on athletic fields.
This research was undertaken to spatially provide objective quantitative values of athletic field hardness.
A Clegg Impact Soil Tester was used to evaluate surface hardness at 80 specific locations on two US soccer fields on a regular basis over a two year period.
Significant differences were noted within and between fields.
Uniformity on the sand-based field was high (average difference = 30%) but hardness in areas of high traffic could be distinguished and spatially mapped using these methods.
Hardness differences within the native soil based field ranged from 51 to 96% depending on month sampled.
Geostatistical estimates indicated spatial relatedness can bridge the entire field.
Spatial analysis and graphical evaluations indicated that extrinsic factors played a significant role in field variability.
All three analysis techniques proved to be useful for classifying areas based on surface response as well as determining field consistency.
To a certain extent, the methods complement each other in providing different kinds of inferences from the same dataset.
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