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

Abstract 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.

[1]  E. Glenn,et al.  Tolerance of five riparian plants from the lower Colorado River to salinity drought and inundation , 2001 .

[2]  P. Nagler,et al.  Plot- and landscape-level changes in climate and vegetation following defoliation of exotic saltcedar (Tamarix sp.) from the biocontrol agent Diorhabda carinulata along a stream in the Mojave Desert (USA) , 2013 .

[3]  M. Chew The Monstering of Tamarisk: How Scientists made a Plant into a Problem , 2009, Journal of the history of biology.

[4]  P. Nagler,et al.  Northern tamarisk beetle (Diorhabda carinulata) and tamarisk (Tamarix spp.) interactions in the Colorado River basin , 2018 .

[5]  P. Mahalanobis On the generalized distance in statistics , 1936 .

[6]  E. Zavaleta,et al.  The Economic Value of Controlling an Invasive Shrub , 2000 .

[7]  C. van Riper,et al.  DIETS OF INSECTIVOROUS BIRDS ALONG THE COLORADO RIVER IN GRAND CANYON, ARIZONA , 2004 .

[8]  John C. Herr,et al.  Host specificity of the leaf beetle, Diorhabda elongata deserticola (Coleoptera: Chrysomelidae) from Asia, a biological control agent for saltcedars (Tamarix: Tamaricaceae) in the Western United States , 2003 .

[9]  L. E. Stevens,et al.  Tamarisk Reproductive Phenology and Colorado River Hydrography, Southwestern USA , 2012 .

[10]  R. Seager,et al.  Model Projections of an Imminent Transition to a More Arid Climate in Southwestern North America , 2007, Science.

[11]  Pamela L. Nagler,et al.  Rapid dispersal of saltcedar (Tamarix spp.) biocontrol beetles (Diorhabda carinulata) on a desert river detected by phenocams, MODIS imagery and ground observations , 2014 .

[12]  J. M. D. Tomaso,et al.  Impact, biology, and ecology of saltcedar (Tamarix spp.) in the southwestern United States , 1998 .

[13]  P. Nagler,et al.  Greenup and evapotranspiration following the Minute 319 pulse flow to Mexico: An analysis using Landsat 8 Normalized Difference Vegetation Index (NDVI) data , 2017 .

[14]  J. Hatten,et al.  A multiscaled model of southwestern willow flycatcher breeding habitat , 2003 .

[15]  Peng Gong,et al.  Texture Analysis for Mapping Tamarix parviflora Using Aerial Photographs along the Cache Creek, California , 2006, Environmental monitoring and assessment.

[16]  L. Reynolds,et al.  Ecosystem response to removal of exotic riparian shrubs and a transition to upland vegetation , 2011, Plant Ecology.

[17]  Eben H. Paxton,et al.  Tamarix as Habitat for Birds: Implications for Riparian Restoration in the Southwestern United States , 2008 .

[18]  Pamela L. Nagler,et al.  Comparative ecophysiology of Tamarix ramosissima and native trees in western U.S. riparian zones , 2005 .

[19]  Pamela L. Nagler,et al.  Remote monitoring of tamarisk defoliation and evapotranspiration following saltcedar leaf beetle attack , 2009 .

[20]  M. Rejmánek,et al.  High seedling relative growth rate and specific leaf area are traits of invasive species: phylogenetically independent contrasts of woody angiosperms. , 2007, American journal of botany.

[21]  Naomi Naik,et al.  Projections of Declining Surface-Water Availability for the Southwestern United States , 2013 .

[22]  W. Cohen,et al.  Comparison of Tasseled Cap-based Landsat data structures for use in forest disturbance detection , 2005 .

[23]  J. Sankey,et al.  Riparian vegetation, Colorado River, and climate: Five decades of spatiotemporal dynamics in the Grand Canyon with river regulation , 2015 .

[24]  Philip A. Davis Airborne digital-image data for monitoring the Colorado River corridor below Glen Canyon Dam, Arizona, 2009 - Image-mosaic production and comparison with 2002 and 2005 image mosaics , 2012 .

[25]  C. Riper,et al.  Riparian bird density decline in response to biocontrol of Tamarix from riparian ecosystems along the Dolores River in SW Colorado, USA , 2018, Biological Invasions.

[26]  E. Glenn,et al.  Growth rates, salt tolerance and water use characteristics of native and invasive riparian plants from the delta of the Colorado River, Mexico , 1998 .

[27]  P. Nagler,et al.  Roles of saltcedar (Tamarix spp.) and capillary rise in salinizing a non-flooding terrace on a flow-regulated desert river , 2012 .

[28]  Dean W. Blinn,et al.  Influence of topographic complexity on solar insolation estimates for the Colorado River, Grand Canyon, AZ , 2005 .

[29]  P. Dennison,et al.  Detection of Tamarisk Defoliation by the Northern Tamarisk Beetle Based on Multitemporal Landsat 5 Thematic Mapper Imagery , 2012 .

[30]  Richard L. Penny The Whitewater Sourcebook: A Directory of Information on American Whitewater Rivers , 1989 .

[31]  T. Sankey,et al.  Remote Sensing of Tamarisk Biomass, Insect Herbivory, and Defoliation: Novel Methods in the Grand Canyon Region, Arizona , 2016 .

[32]  K. Snyder,et al.  Ecophysiological responses of salt cedar (Tamarix spp. L.) to the northern tamarisk beetle (Diorhabdacarinulata Desbrochers) in a controlled environment , 2010, Biological Invasions.

[33]  P. Shafroth,et al.  Planning Riparian Restoration in the Context of Tamarix Control in Western North America , 2008 .

[34]  Leo Breiman,et al.  Random Forests , 2001, Machine Learning.

[35]  P. M. Wade,et al.  Tamarix spp. (salt cedar), an invasive exotic woody plant in arid and semi-arid riparian habitats of western USA. , 1994 .

[36]  Le Wang,et al.  Detection of the spatiotemporal patterns of beetle-induced tamarisk ( Tamarix spp.) defoliation along the Lower Rio Grande using Landsat TM images , 2017 .

[37]  A. Sher,et al.  Success of Active Revegetation after Tamarix Removal in Riparian Ecosystems of the Southwestern United States: A Quantitative Assessment of Past Restoration Projects , 2008 .

[38]  Pamela L. Nagler,et al.  Wide‐Area Estimates of Stand Structure and Water Use of Tamarix spp. on the Lower Colorado River: Implications for Restoration and Water Management Projects , 2008 .

[39]  T. Kennedy,et al.  Ecosystem ecology meets adaptive management: food web response to a controlled flood on the Colorado River, Glen Canyon. , 2011, Ecological applications : a publication of the Ecological Society of America.

[40]  J. Stromberg Dynamics of Fremont cottonwood (Populus fremontii) and saltcedar (Tamarix chinensis) populations along the San Pedro River, Arizona , 1998 .

[41]  L. Munn,et al.  Soil salinity patterns in Tamarix invasions in the Bighorn Basin, Wyoming, USA. , 2006 .

[42]  Pamela L. Nagler,et al.  Changing Perceptions of Change: The Role of Scientists in Tamarix and River Management , 2009 .

[43]  The influence of floods and precipitation on Tamarix establishment in Grand Canyon, Arizona: consequences for flow regime restoration , 2012, Biological Invasions.

[44]  D. Patton,et al.  Effects of regulated water flows on regeneration of fremont cottonwood. , 1985 .

[45]  Sarah H. Reichard,et al.  Predicting Invasions of Woody Plants Introduced into North America , 1997, Conservation Biology.

[46]  J. Hatten A satellite model of Southwestern Willow Flycatcher ( Empidonax traillii extimus ) breeding habitat and a simulation of potential effects of tamarisk leaf beetles ( Diorhabda spp.), southwestern United States , 2016 .

[47]  S. G. Nelson,et al.  Relationship Between Remotely-sensed Vegetation Indices, Canopy Attributes and Plant Physiological Processes: What Vegetation Indices Can and Cannot Tell Us About the Landscape , 2008, Sensors.

[48]  P. Dalin,et al.  Evolution of critical day length for diapause induction enables range expansion of Diorhabda carinulata, a biological control agent against tamarisk (Tamarix spp.) , 2012, Evolutionary applications.

[49]  Curtis A. Brown,et al.  Saltcedar and Russian olive control demonstration act science assessment , 2010 .

[50]  P. H. Tienderen,et al.  Impact of plant invasions on local arthropod communities: a meta‐analysis , 2014 .

[51]  P. Nagler,et al.  Indirect effects of biocontrol of an invasive riparian plant (Tamarix) alters habitat and reduces herpetofauna abundance , 2014, Biological Invasions.

[52]  J. Ehleringer,et al.  Tamarisk biocontrol in the western United States: ecological and societal implications , 2010 .

[53]  S. G. Nelson,et al.  Regeneration of Native Trees in the Presence of Invasive Saltcedar in the Colorado River Delta, Mexico , 2005 .

[54]  R. Fletcher Employing spatial information technologies to monitor biological control of saltcedar in West Texas , 2014 .

[55]  J. Schmidt,et al.  Computation and analysis of the instantaneous-discharge record for the Colorado River at Lees Ferry, Arizona : May 8, 1921, through September 30, 2000 , 2003 .

[56]  Patrick B. Shafroth,et al.  Landscape-scale processes influence riparian plant composition along a regulated river , 2018 .

[57]  K. Didan,et al.  Wide‐area estimates of saltcedar (Tamarix spp.) evapotranspiration on the lower Colorado River measured by heat balance and remote sensing methods , 2009 .

[58]  Aggradation and degradation of alluvial sand deposits, 1965 to 1986, Colorado River, Grand Canyon National Park, Arizona , 1990 .

[59]  D. Merritt,et al.  Edaphic, salinity, and stand structural trends in chronosequences of native and non-native dominated riparian forests along the Colorado River, USA , 2012, Biological Invasions.