Knowledge Resource Center for Ecological Environment in Arid Area
DOI | 10.1080/15324982.2016.1170076 |
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
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ISSN | 1532-4982 |
EISSN | 1532-4990 |
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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