Arid
DOI10.1016/j.ecolind.2018.02.026
Remote sensing of tamarisk beetle (Diorhabda carinulata) impacts along 412 km of the Colorado River in the Grand Canyon, Arizona, USA
Bedford, Ashton1; Sankey, Temuulen T.1; Sankey, Joel B.2; Durning, Laura1; Ralston, Barbara E.3
通讯作者Sankey, Joel B.
来源期刊ECOLOGICAL INDICATORS
ISSN1470-160X
EISSN1872-7034
出版年2018
卷号89页码:365-375
英文摘要

Tamarisk (Tamarix spp.) is an invasive plant species that is rapidly expanding along arid and semi-arid rivers in the western United States. A biocontrol agent, tamarisk beetle (Diorhabda carinulata), was released in 2001 in California, Colorado, Utah, and Texas. In 2009, the tamarisk beetle was found further south than anticipated in the Colorado River ecosystem within the Grand Canyon National Park and Glen Canyon National Recreation Area. Our objectives were to classify tamarisk stands along 412 km of the Colorado River from the Glen Canyon Dam through the Grand Canyon National Park using 2009 aerial, high spatial resolution multispectral imagery, and then quantify tamarisk beetle impacts by comparing the pre-beetle images from 2009 with 2013 post-beetle images. We classified tamarisk presence in 2009 using the Mahalanobis Distance method with a total of 2500 training samples, and assessed the classification accuracy with an independent set of 7858 samples across 49 image quads. A total of 214 ha of tamarisk were detected in 2009 along the Colorado River, where each image quad, on average, included an 8.4 km segment of the river. Tamarisk detection accuracies varied across the 49 image quads, but the combined overall accuracy across the entire study region was 74%. Using the Normalized Difference Vegetation Index (NDVI) from 2009 and 2013 with a region-specific ratio of > 1.5 decline between the two image dates (2009NDVI/2013NDVI), we detected tamarisk defoliation due to beetle herbivory. The total beetle-impacted tamarisk area was 32 ha across the study region, where tamarisk defoliation ranged 1-86% at the local levels. Our tamarisk classification can aid long-term efforts to monitor the spread and impact of the beetle along the river and the eventual mortality of tamarisk due to beetle impacts. Identifying areas of tamarisk defoliation is a useful ecological indicator for managers to plan restoration and tamarisk removal efforts.


英文关键词Riparian Invasive High resolution image Herbivory River regulation Dam
类型Article
语种英语
国家USA
收录类别SCI-E
WOS记录号WOS:000430760900036
WOS关键词SOUTHWESTERN UNITED-STATES ; ELONGATA-DESERTICOLA COLEOPTERA ; BIOLOGICAL-CONTROL AGENT ; NORTH-AMERICA ; LEAF BEETLE ; RIPARIAN RESTORATION ; FREMONT COTTONWOOD ; NATIVE TREES ; WATER-USE ; SALTCEDAR
WOS类目Biodiversity Conservation ; Environmental Sciences
WOS研究方向Biodiversity & Conservation ; Environmental Sciences & Ecology
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/2XILL650/208727
作者单位1.No Arizona Univ, Sch Informat Comp &Cyber Syst, 1298 S Knoles Dr, Flagstaff, AZ 86011 USA;
2.US Geol Survey, Grand Canyon Monitoring & Res Ctr, Southwest Biol Sci Ctr, Flagstaff, AZ 86001 USA;
3.US Geol Survey, Off Sci Qual & Integr, Flagstaff, AZ 86001 USA
推荐引用方式
GB/T 7714
Bedford, Ashton,Sankey, Temuulen T.,Sankey, Joel B.,et al. Remote sensing of tamarisk beetle (Diorhabda carinulata) impacts along 412 km of the Colorado River in the Grand Canyon, Arizona, USA[J]. United States Geological Survey,2018,89:365-375.
APA Bedford, Ashton,Sankey, Temuulen T.,Sankey, Joel B.,Durning, Laura,&Ralston, Barbara E..(2018).Remote sensing of tamarisk beetle (Diorhabda carinulata) impacts along 412 km of the Colorado River in the Grand Canyon, Arizona, USA.ECOLOGICAL INDICATORS,89,365-375.
MLA Bedford, Ashton,et al."Remote sensing of tamarisk beetle (Diorhabda carinulata) impacts along 412 km of the Colorado River in the Grand Canyon, Arizona, USA".ECOLOGICAL INDICATORS 89(2018):365-375.
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