2022 ESA Annual Meeting (August 14 - 19)
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COS 281 Remote Sensing And Image Analysis 4

3:30 PM-5:00 PM
516D
3:30 PM
Spectral mixture analysis for surveillance of harmful algal blooms (SMASH): A hybrid laboratory- and satellite-based approach to remote sensing of algal taxa in inland waterbodies
Natalie Hall, n/a, U.S. Geological Survey;Carl Legleiter, U.S. Geological Survey;Tyler King, U.S. Geological Survey;Adam Mumford, U.S. Geological Survey;Kurt Carpenter, U.S. Geological Survey;Terry Slonecker, U.S. Geological Survey;
3:45 PM
Creating and Using Synthetic Data Sets to Train Machine Learning Models For Species Level Identification of Herpetofauna In-Situ
Seth A. Frazer, University of California Santa Barbara / Cheadle Center for Biodiversity and Ecological Restoration;Chris Evelyn, PhD, University of California Santa Barbara / Cheadle Center for Biodiversity and Ecological Restoration (CCBER);Constance Woodman, PhD, Department of Pathobiology, College of Veterinary Medicine and Biomedical Sciences Texas A&M University;
4:00 PM
Detecting an invasive species in grasslands using Planetscope cubesat time-series
Ny Aina M. Rakotoarivony, Oklahoma State University;Hamed Gholizadeh, Oklahoma State University;Michael Friedman, American International College of Arts and Sciences in Antigua;Nicholas A. McMillan, Oklahoma State University;William M. Hammond, University of Florida;Kianoosh Hassani, Oklahoma State University;Aisha V. Sams, Oklahoma State University;Makyla D. Charles, Oklahoma State University;DeAndre Garrett, Heritage Environmental Services;Omkar Joshi, Oklahoma State University;Robert G. Hamilton, The Nature Conservancy;Samuel D. Fuhlendorf, Oklahoma State University;Amy M. Trowbridge, University of Wisconsin-Madison;Henry D. Adams, PhD, Washington State University;
4:15 PM
High-resolution distribution maps of Triadica sebifera (Chinese tallow) and Ligustrum sinense (Chinese privet) using multispectral NAIP imagery and airborne lidar data in coastal region of Alabama.
Nisham Thapa, n/a, Auburn University;Lana L. Narine, Auburn University;Zhaofei Fan, Auburn University;
4:30 PM
The LANDFIRE image-based annual prototype: Detailed annual updates to vegetation maps for the United States using machine learning.
Inga P. La Puma, n/a, LANDFIRE;Daryn Dockter, LANDFIRE;
4:45 PM
CANCELLED - Forest monitoring via segmentation and classification of tree species in a Bottomland Hardwood Forest using a U-Net Convolutional Neural Network
Paurava Thakore, ULM;Joydeep Bhattacharjee, ULM;