DocumentCode
2686866
Title
The Comparison and Application of the Methods for Monitoring Farmland Drought based on NIR-Red Spectral Space
Author
Yang, Nan ; QIN, Qiming ; Jin, Chuan ; Yao, Yunjun
Author_Institution
Inst. of Remote Sensing & GIS, Peking Univ., Beijing
Volume
3
fYear
2008
fDate
7-11 July 2008
Abstract
In this paper, we develop a new method called distance drought index (DDI) to monitor land surface dryness condition, which is based on an extensive analysis of spatial distribution features of soil moisture in NIR-Red spectral space. The DDI can be considered as an improvement of the model perpendicular drought index (PDI). To validate the drought indices proposed in this paper, MODIS images are used to calculate the DDI and PDI over ground measuring points in NingXia of China. The DDI and PDI are then compared to an in-situ drought index obtained from field measurements made synchronously with the satellite overpass. Results show that DDI and PDI have significant correlation with 0-20 cm averaged soil moisture. The highest correlation of R2=0.59 for the DDI and R2=0.57 for the PDI is obtained when compared with average soil moisture from 0 to 20 cm soil depth. It is evident from the results showing that the DDI has better performance than the PDI and the potential to provide a simple and real-time drought monitoring method in the remote estimation of drought phenomena.
Keywords
geophysical techniques; hydrology; moisture; remote sensing; soil; vegetation; China; DDI method; Distance Drought Index; MODIS image; Moderate Resolution Imaging Spectroradiometer; NingXia; PDI model; Perpendicular Drought Index; climate change; depth 20 cm; farmland drought monitoring; land surface dryness monitoring; near infrared spectral space; soil moisture; Condition monitoring; Geographic Information Systems; Land surface; Land surface temperature; MODIS; Remote monitoring; Satellites; Soil measurements; Soil moisture; Vegetation mapping; Distance Drought Index (DDI); Drought monitoring; NIR-Red spectral space;
fLanguage
English
Publisher
ieee
Conference_Titel
Geoscience and Remote Sensing Symposium, 2008. IGARSS 2008. IEEE International
Conference_Location
Boston, MA
Print_ISBN
978-1-4244-2807-6
Electronic_ISBN
978-1-4244-2808-3
Type
conf
DOI
10.1109/IGARSS.2008.4779488
Filename
4779488
Link To Document