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