政大機構典藏-National Chengchi University Institutional Repository(NCCUR):Item 140.119/138686

政大典藏 > College of Social Science > Department of Land Economics > Periodical Articles > Item 140.119/138686

Please use this identifier to cite or link to this item: https://nccur.lib.nccu.edu.tw/handle/140.119/138686

Title:	The use of InSAR phase coherence analyses for the monitoring aeolian erosion
Authors:	林士淵 Lin, Shih-Yuan Kim, Jung-Rack Lin, Cheng-Wei
Contributors:	地政系
Keywords:	aeolian process;desertification;multi-sensor fusion;interferometric SAR;time-series analysis
Date:	2021-06
Issue Date:	2022-01-06 16:22:43 (UTC+8)
Abstract:	Aeolian erosion occurring in sand deserts causes significant socio-economical threats over extensive areas through mineral dust storm generation and soil degradation. To monitor a sequence of aeolian erosion in a sand desert area, we developed an approach fusing a set of remote sensing data. Vegetation index and Interferometric Synthetic Aperture Radar (InSAR) phase coherence derived from space-borne optical/SAR remote sensing data were used. This scheme was applied to Kubuqi Desert in Inner Mongolia where the effects of activity to combat desertification could be used to verify the outcome of the approach. We first established time series phase coherence and conducted a functional operation based on principal component analysis (PCA) to remove uncorrelated noise. Then, through decomposition of vegetation effect, where a regression model together with the Enhanced Vegetation Index (EVI) was employed, we estimated surface migration caused by aeolian interaction, that is, the aeolian erosion rate (AER). AER metrics were normalized and validated by additional satellite and ground data. As a result, the spatiotemporal migration of the target environment, which certainly induced dust storm generation, was traced and analyzed based on the correlations among surface characteristics. It was revealed that the derived AER successfully monitored the surface changes that occurred before and after the activities to combat desertification in the target area. Employing the established observation scheme, we expect a better understanding of the aeolian process in sand deserts with enhanced spatio-temporal resolution. In addition, the scheme will be beneficial for the evaluation of combating desertification activities and early warning of dust storm generations.
Relation:	Remote Sensing, Vol.13, No.12, pp.1-24
Data Type:	article
DOI link:	https://doi.org/10.3390/rs13122240
DOI:	10.3390/rs13122240
Appears in Collections:	[Department of Land Economics] Periodical Articles

Files in This Item:

File	Description	Size	Format
143.pdf		21189Kb	Adobe PDF2	270	View/Open

社群 sharing

Loading...