VOLUME 75, NUMBER 8
PHOTOGRAMMETRIC ENGINEERING & REMOTE
SENSING
JOURNAL OF THE AMERICAN SOCIETY FOR PHOTOGRAMMETRY
AND REMOTE SENSING
NCDC Imaging contracted with Terra Remote Sensing Inc (TRSI) for the
acquisition of 1-meter resolution narrowband (5 nm) hyperspectral
imagery and accompanying lidar over Milwaukee,
Wisconsin (95 square miles). Refl ectance spectra of
representative tree species were collected in the field using a
FieldSpec® 3 spectroradiometer system from ASD, Inc.
NCDC analysts used a LiDAR-derived digital surface
model and a 4-band multispectral image that was derived
from the hyperspectral imagery to create an accurate tree
canopy polygon dataset. The canopy spectral signatures
collected with the ASD FieldSpec 3 spectroradiometer were
then utilized in conjunction with the hyperspectral imagery
to classify Ash trees over the study area. The hyperspectral
imagery was evaluated for detection of imperceptible stress
in ash species as a tool for rapid early detection for emerald
ash borer. The red points shown on the cover image are the
tree points for all trees in the given area. The green polygons
display the tree canopy in the same area and lastly the
yellow points represent the Ash trees.
The cover image and corresponding highlight article are
sponsored by ASD Inc. of Boulder, Colorado, manufacturer of
the rugged and truly portable FieldSpec 3 line of spectroradiometers (www.asdi.com).
An automated calibration model using a new concept called
the Moving Threshold Window (MTW) was developed to improve
binary change detection methods based on the traditional
Symmetric Threshold Window (STW) approach.
A genetic algorithms (GA)-based multiobjective optimization
approach for generating alternative land-use scenarios and a
visual evaluation tool for assessing the Pareto solutions.