HR: 1020h
AN: H52E-01 [Abstracts]
TI: Airborne LIDAR Data Processing and Analysis Tools
AU: * Zhang, K
EM: zhangk@fiu.edu
AF: Keqi Zhang, Department of Environmental Studies & International Hurricane Research
Center, Florida International University, Miami, FL 33199, United States
AB:
Airborne LIDAR technology allows accurate and inexpensive measurements of topography, vegetation canopy
heights, and buildings over large areas. In order to provide researchers high quality data, NSF has created the
National Center for Airborne Laser Mapping (NCALM) to collect, archive, and distribute the LIDAR data. However,
the LIDAR systems collect voluminous irregularly-spaced, three-dimensional point measurements of ground and
non-ground objects scanned by the laser beneath the aircraft. To advance the use of the technology and data,
NCALM is developing public domain algorithms for ground and non-ground measurement classification and
tools for data retrieval and transformation. We present the main functions of the ALDPAT (Airborne LIDAR Data
Processing and Analysis Tools) developed by NCALM.
While Geographic Information Systems (GIS) provide a useful platform for storing, analyzing, and visualizing most
spatial data, the shear volume of raw LIDAR data makes most commercial GIS packages impractical. Instead,
we have developed a suite of applications in ALDPAT which combine self developed C++ programs with the APIs
of commercial remote sensing and GIS software. Tasks performed by these applications include: 1)
transforming data into specified horizontal coordinate systems and vertical datums; 2) merging and sorting data
into manageable sized tiles, typically 4 square kilometers in dimension; 3) filtering point data to separate
measurements for the ground from those for non-ground objects; 4) interpolating the irregularly spaced
elevations onto a regularly spaced grid to allow raster based analysis; and 5) converting the gridded data into
standard GIS import formats. The ALDPAT 1.0 is available through http://lidar.ihrc.fiu.edu/.
DE: 1640 Remote sensing (1855)
DE: 1819 Geographic Information Systems (GIS)
DE: 1855 Remote sensing (1640)
DE: 1894 Instruments and techniques: modeling
SC: Hydrology [H]
MN: 2007 Fall Meeting