A METHOD TO VERIFY THE PRESENCE OF A TREND IN STUDYING SPATIAL VARIABILITY OF SOIL-TEMPERATURE

被引:21
作者
DAVIDOFF, B
LEWIS, JW
SELIM, HM
机构
[1] Louisiana State Univ, Baton Rouge,, LA, USA, Louisiana State Univ, Baton Rouge, LA, USA
关键词
DATA PROCESSING - Data Acquisition - MATHEMATICAL TECHNIQUES - Variational Techniques;
D O I
10.2136/sssaj1986.03615995005000050006x
中图分类号
S15 [土壤学];
学科分类号
0903 ; 090301 ;
摘要
A method for estimating the drift function and assessing the significance of possible trends in spatial observations was developed. This method takes as many data points as possible within each lag distance, is less sensitive to 'outliers,' and nearly all observations obtained by it have their contribution in calculating the drift function. Our method, as well as the 'cancellation method,' were examined on temperature data collected at a depth of 0. 05 m at 0. 68m intervals along an 80-m long transect. Tests based on the cancellation method falsely indicated the presence of a significant trend in the temperature data. No trend was indicated by our method, which has more statistical validity than the cancellation method. The decision to detrend or not has a marked impact on the interpretation of the data as attested to by the semivariograms and autocorrelograms of the original and detrended data.
引用
收藏
页码:1122 / 1127
页数:6
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