TY - JOUR
T1 - What is the Effect of LiDAR-Derived DEM Resolution on Large-Scale Watershed Model Results?
AU - Yang, Ping
AU - Ames, Daniel P.
AU - Fonseca, André
AU - Anderson, Danny
AU - Shrestha, Rupesh
AU - Glenn, Nancy F.
AU - Cao, Yang
PY - 2014/8
Y1 - 2014/8
N2 - This paper examines the effect of raster cell size on hydrographic feature extraction and hydrological modeling using LiDAR derived DEMs. LiDAR datasets for three experimental watersheds were converted to DEMs at various cell sizes. Watershed boundaries and stream networks were delineated from each DEM and were compared to reference data. Hydrological simulations were conducted and the outputs were compared. Smaller cell size DEMs consistently resulted in less difference between DEM-delineated features and reference data. However, minor differences been found between streamflow simulations resulted for a lumped watershed model run at daily simulations aggregated at an annual average. These findings indicate that while higher resolution DEM grids may result in more accurate representation of terrain characteristics, such variations do not necessarily improve watershed scale simulation modeling. Hence the additional expense of generating high resolution DEM's for the purpose of watershed modeling at daily or longer time steps may not be warranted.
AB - This paper examines the effect of raster cell size on hydrographic feature extraction and hydrological modeling using LiDAR derived DEMs. LiDAR datasets for three experimental watersheds were converted to DEMs at various cell sizes. Watershed boundaries and stream networks were delineated from each DEM and were compared to reference data. Hydrological simulations were conducted and the outputs were compared. Smaller cell size DEMs consistently resulted in less difference between DEM-delineated features and reference data. However, minor differences been found between streamflow simulations resulted for a lumped watershed model run at daily simulations aggregated at an annual average. These findings indicate that while higher resolution DEM grids may result in more accurate representation of terrain characteristics, such variations do not necessarily improve watershed scale simulation modeling. Hence the additional expense of generating high resolution DEM's for the purpose of watershed modeling at daily or longer time steps may not be warranted.
KW - hydrographic feature extraction
KW - hydrologic modeling
KW - stream networks
KW - LiDAR
KW - digital elevation model
KW - terrain analysis
UR - https://scholarworks.boisestate.edu/geo_facpubs/200
UR - http://www.scopus.com/inward/record.url?scp=84899878206&partnerID=8YFLogxK
U2 - 10.1016/j.envsoft.2014.04.005
DO - 10.1016/j.envsoft.2014.04.005
M3 - Article
SN - 1364-8152
VL - 58
SP - 48
EP - 57
JO - Environmental Modelling & Software
JF - Environmental Modelling & Software
ER -