PT Journal
AU Albright, TP
   Ode, D
TI Monitoring the dynamics of an invasive emergent macrophyte community using operational remote sensing data
SO Hydrobiologia
PY 2011
BP 469
EP 474
VL 661
IS 1
LA FY 2011
DE accuracy; accuracy assessment; Advanced Wide-Field Sensor (AWiFS); area; assessment; classification; cluster analysis; curly pondweed; data; dynamics; error; field data; Global Positioning System (GPS); GPS; image; imagery; journal articles; lake; Landsat; large area; macrophyte; monitoring; North America; operational; photography; pixel; Potamogeton crispus; remote sensing; remote sensing imagery; satellite; satellite image; satellite imagery; satellite remote sensing; South Dakota; United States; USA; water; water bodies; water quality
AB Potamogeton crispus L. (curly pondweed) is a cosmopolitan aquatic macrophyte considered invasive in North America and elsewhere. Its range is expanding and, on individual water bodies, its coverage can be dynamic both within and among years. In this study, we evaluate the use of free and low-cost satellite remote sensing data to monitor a problematic emergent macrophyte community dominated by P. crispus. Between 2000 and 2006, we acquired eight satellite images of 24,000-ha Lake Sharpe, South Dakota (USA). During one of the dates for which satellite imagery was acquired, we sampled the lake for P. crispus and other emergent macrophytes using GPS and photography for documentation. We used cluster analysis to assist in classification of the satellite imagery and independently validated results using the field data. Resulting estimates of emergent macrophyte coverage ranged from less than 20 ha in 2002 to 245 ha in 2004. Accuracy assessment indicated 82% of image pixels were correctly classified, with errors being primarily due to failure to identify emergent macrophytes. These results emphasize the dynamic nature of P. crispus-dominated macrophyte communities and show how they can be effectively monitored over large areas using low-cost remote sensing imagery. While results may vary in other systems depending on water quality and local flora, such an approach could be applied elsewhere and for a variety of macrophyte communities.
ER