Related Experiment Video
Updated: Jul 11, 2026

Use of Principal Components for Scaling Up Topographic Models to Map Soil Redistribution and Soil Organic Carbon
Published on: October 16, 2018
[Multivariate geostatistical and GIS-based approach to study the spatial distribution of soil heavy metals in field
An-xiang Lu1, Ji-hua Wang, Yu-chun Pan
1National Engineering Research Center for Information Technology in Agriculture, Beijing 100097, China. luax@nercita.org.cn
Abstract:
One hundred and two surface soil samples were collected from four fields in a farm in Daxing district of Beijing, and analyzed for concentration of Cu, Zn, Pb, Cr and Cd. Soil pH, OM, the concentration of Fe and Mn was also analyzed. The results of statistical analysis indicated there was no significant difference among three wheat fields, but the difference between wheat field and vegetable field was evident. In the wheat fields, the concentration of heavy metals in soil was all below the critical value of first level in environmental quality standard for soils. On the contrary, the concentration of Cd in some plots of vegetable field exceeded the critical value of second first level in environmental quality standard for soils. Principal component analysis was applied to estimate the sources of heavy metals. The results grouped Cu, Cd, and Zn in factor 1, Cr in factor 2, Pb in factor 3. Semivariogram of factors in the whole farm was fitted well by Gausssian model. Further analysis showed good spatial correlation of factor 1, and poor spatial correlation of factor 2 and factor 3. The approach of ordinary kriging interpolation approved the Cu, Cd, Zn in the soil was associated with the agricultural landuse. The distribution of heavy metals was mainly attributed to the excessive input of fertilizer and pesticide in vegetable product practice.
More Related Videos
Related Concept Videos
Selected Data About Geographic Locations
Manipulation and Analysis
Levels of Use of a GIS
Gravimetry: Overview
In precipitation gravimetry, the analyte is converted into a precipitate and weighed. For example, the silver content in a sample can be estimated by precipitating and...
Introduction to GIS
GIS Software, Hardware, and Sources of GIS Data

