Remote sensing of tamarisk beetle (Diorhabda carinulata) impacts along 412 km of the Colorado River in the Grand Canyon, Arizona, USA

Agriculture & Biology

• Diorhabda carinulata 100%
• Colorado River 79%
• Tamarix 74%
• canyons 68%
• remote sensing 61%
• Coleoptera 38%
• defoliation 10%
• rivers 7%
• national parks 6%
• multispectral imagery 5%
• recreation areas 5%
• normalized difference vegetation index 4%
• Western United States 4%
• dams (hydrology) 3%
• managers 3%
• biological control agents 3%
• herbivores 2%
• dates (fruit) 2%
• ecosystems 2%
• taxonomy 2%
• sampling 2%
• monitoring 2%
• methodology 0%

Earth & Environmental Sciences

• beetle 58%
• canyon 50%
• remote sensing 33%
• river 25%
• defoliation 23%
• national park 10%
• biocontrol agent 9%
• herbivory 6%
• recreation 5%
• NDVI 5%
• plant species 5%
• imagery 4%
• spatial resolution 4%
• mortality 4%
• dam 4%
• restoration 4%
• plan 3%
• indicator 3%
• ecosystem 3%
• detection 3%
• removal 3%
• method 1%

Business & Economics

• Remote Sensing 78%
• National Parks 21%
• United States of America 21%
• Recreation Area 14%
• Mahalanobis Distance 13%
• Vegetation 13%
• Dams 11%
• Ecosystem 9%
• Mortality 8%
• Managers 8%
• Imagery 7%
• Restoration 7%