DocumentCode :
2211211
Title :
Spatial Heterogeneity Analysis of Soil Moisture Based on Geostatistics
Author :
Song xiaoning ; Zhou Xia ; Li Xiaotao ; Li Xinhui
Author_Institution :
State Key Lab. of Remote Sensing Sci., Beijing Normal Univ., Beijing, China
fYear :
2009
fDate :
26-28 Dec. 2009
Firstpage :
5134
Lastpage :
5137
Abstract :
This paper is around the monitoring of soil moisture and the scale effect of the relevant research issues in arid / semi-arid areas. First of all, the surface temperature and vegetation index are inversed quantitatively using remote sensing data, and according to the distribution of vegetation index - surface temperature feature space, the soil moisture index is extracted. Then the regional soil moisture spatial heterogeneity characteristics are analyzed by means of geostatistics. Moreover, the best spatial resolution is determined for the study of soil moisture in this area. The study adopted a more effective understanding of regional scale soil moisture conditions, with a certain degree of scientific significance and practical significance.
Keywords :
hydrology; remote sensing; soil; statistical analysis; arid areas; geostatistics; remote sensing data; semi-arid areas; soil moisture; spatial heterogeneity analysis; spatial resolution; surface temperature; vegetation index; Data mining; Educational institutions; Information analysis; Information science; Remote monitoring; Remote sensing; Soil moisture; Temperature distribution; Temperature sensors; Vegetation mapping;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Science and Engineering (ICISE), 2009 1st International Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4244-4909-5
Type :
conf
DOI :
10.1109/ICISE.2009.1082
Filename :
5454665
Link To Document :
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