Arid
DOI10.1080/15324982.2016.1170076
Comparison of remote sensing indices for monitoring of desert cienegas
Wilson, Natalie R.1; Norman, Laura M.1; Villarreal, Miguel1; Gass, Leila1; Tiller, Ron2; Salywon, Andrew2
通讯作者Wilson, Natalie R.
来源期刊ARID LAND RESEARCH AND MANAGEMENT
ISSN1532-4982
EISSN1532-4990
出版年2016
卷号30期号:4页码:460-478
英文摘要

This research considers the applicability of different vegetation indices at 30 m resolution for mapping and monitoring desert wetland (cienega) health and spatial extent through time at Cienega Creek in southeastern Arizona, USA. Multiple stressors including the risk of decadal-scale drought, the effects of current and predicted global warming, and continued anthropogenic pressures threaten aquatic habitats in the southwest and cienegas are recognized as important sites for conservation and restoration efforts. However, cienegas present a challenge to satellite-imagery based analysis due to their small size and mixed surface cover of open water, exposed soils, and vegetation. We created time series of five well-known vegetation indices using annual Landsat Thematic Mapper (TM) images retrieved during the April-June dry season, from 1984 to 2011 to map landscape-level distribution of wetlands and monitor the temporal dynamics of individual sites. Indices included the Normalized Difference Vegetation Index (NDVI), the Soil-Adjusted Vegetation Index (SAVI), the Normalized Difference Water Index (NDWI), and the Normalized Difference Infrared Index (NDII). One topographic index, the Topographic Wetness Index (TWI), was analyzed to examine the utility of topography in mapping distribution of cienegas. Our results indicate that the NDII, calculated using Landsat TM band 5, outperforms the other indices at differentiating cienegas from riparian and upland sites, and was the best means to analyze change. As such, it offers a critical baseline for future studies that seek to extend the analysis of cienegas to other regions and time scales, and has broader applicability to the remote sensing of wetland features in arid landscapes.


英文关键词Landsat normalized difference infrared index normalized difference vegetation index semiarid grasslands wetlands
类型Article
语种英语
国家USA
收录类别SCI-E
WOS记录号WOS:000380616600010
WOS关键词DIFFERENCE WATER INDEX ; RIPARIAN VEGETATION ; CLIMATE-CHANGE ; CONSERVATION ; DELINEATION ; ECOSYSTEMS ; TRANSITION ; SOUTHWEST ; PATTERNS ; GROWTH
WOS类目Environmental Sciences ; Soil Science
WOS研究方向Environmental Sciences & Ecology ; Agriculture
来源机构United States Geological Survey
资源类型期刊论文
条目标识符http://119.78.100.177/qdio/handle/2XILL650/191522
作者单位1.US Geol Survey, Western Geog Sci Ctr, Tucson, AZ USA;
2.Desert Bot Garden, Phoenix, AZ USA
推荐引用方式
GB/T 7714
Wilson, Natalie R.,Norman, Laura M.,Villarreal, Miguel,et al. Comparison of remote sensing indices for monitoring of desert cienegas[J]. United States Geological Survey,2016,30(4):460-478.
APA Wilson, Natalie R.,Norman, Laura M.,Villarreal, Miguel,Gass, Leila,Tiller, Ron,&Salywon, Andrew.(2016).Comparison of remote sensing indices for monitoring of desert cienegas.ARID LAND RESEARCH AND MANAGEMENT,30(4),460-478.
MLA Wilson, Natalie R.,et al."Comparison of remote sensing indices for monitoring of desert cienegas".ARID LAND RESEARCH AND MANAGEMENT 30.4(2016):460-478.
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