VOLUME 74, NUMBER 5
PHOTOGRAMMETRIC ENGINEERING & REMOTE
SENSING
JOURNAL OF THE AMERICAN SOCIETY FOR PHOTOGRAMMETRY
AND REMOTE SENSING
Ground truth data overlaid on a color combination of GeoSAR X- and P-band orthorectified radar imagery and X-band digital elevation data in Yazoo County, Mississippi.
Under contract to the USDA Farm Service Agency’s Aerial Photography Field Office,
Fugro EarthData acquired airborne interferometric synthetic aperture radar (IFSAR) data
over Yazoo County in August 2007 using its unique GeoSAR (X- and P- band) system
that is permanently mounted on a Gulfstream II jet aircraft (inset). Semi-automated
methodologies for crop identification from the GeoSAR data are currently being evaluated
for potential use in USDA compliance programs. GeoCue has partnered with Fugro
EarthData to enhance the effi ciency of the GeoSAR production process.
In the image, locations of ground truth data of calibrated soil samples are indicated
by red data points while crop measurements from ground truth data are indicated by
green data points. Varying crop heights and conditions (harvested, in-field, irrigated
or non-irrigated, etc.) affect the way the X-and P-band radar signal interact with the
crops. This results in the distinct coloration of the crops, which along with the ground
truth data, allows us to distinguish between crop types.
An objective approach to evaluate pixel labeling confidence
in a classification and to combine classified maps generated
from different classification procedures.
A new approach based on statistical theory of observations
and error propagation to estimate temperature and emissivity
from thermal radiation observations.
The efficiency of nine fusion techniques: IHS, Modified IHS,
PCA, Pansharp, Wavelet, Local Mean Matching, Local Mean
and Variance Matching, Brovey, and Miltiplicative for fusion
of QuickBird data. View/download color figures