ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., II-2/W2, 183-189, 2015
https://doi.org/10.5194/isprsannals-II-2-W2-183-2015
© Author(s) 2015. This work is distributed under
the Creative Commons Attribution 3.0 License.
 
19 Oct 2015
ACCURACY ASSESSMENT OF LIDAR-DERIVED DIGITAL TERRAIN MODEL (DTM) WITH DIFFERENT SLOPE AND CANOPY COVER IN TROPICAL FOREST REGION
M. R. M. Salleh1, Z. Ismail2, and M. Z. A. Rahman1 1TropicalMAP RESEARCH GROUP, Malaysia
2Photogrammetry & Laser Scanning RESEARCH GROUP, Department of Geoinformation, Faculty of Geoinformation and Real Estate, Universiti Teknologi Malaysia, 81310 UTM Johor Bahru, Johor, Malaysia
Keywords: Airborne LiDAR, Accuracy, Vegetation, Slope, Tropical Forest Abstract. Airborne Light Detection and Ranging (LiDAR) technology has been widely used recent years especially in generating high accuracy of Digital Terrain Model (DTM). High density and good quality of airborne LiDAR data promises a high quality of DTM. This study focussing on the analysing the error associated with the density of vegetation cover (canopy cover) and terrain slope in a LiDAR derived-DTM value in a tropical forest environment in Bentong, State of Pahang, Malaysia. Airborne LiDAR data were collected can be consider as low density captured by Reigl system mounted on an aircraft. The ground filtering procedure use adaptive triangulation irregular network (ATIN) algorithm technique in producing ground points. Next, the ground control points (GCPs) used in generating the reference DTM and these DTM was used for slope classification and the point clouds belong to non-ground are then used in determining the relative percentage of canopy cover. The results show that terrain slope has high correlation for both study area (0.993 and 0.870) with the RMSE of the LiDAR-derived DTM. This is similar to canopy cover where high value of correlation (0.989 and 0.924) obtained. This indicates that the accuracy of airborne LiDAR-derived DTM is significantly affected by terrain slope and canopy caver of study area.
Conference paper (PDF, 1522 KB)


Citation: Salleh, M. R. M., Ismail, Z., and Rahman, M. Z. A.: ACCURACY ASSESSMENT OF LIDAR-DERIVED DIGITAL TERRAIN MODEL (DTM) WITH DIFFERENT SLOPE AND CANOPY COVER IN TROPICAL FOREST REGION, ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., II-2/W2, 183-189, https://doi.org/10.5194/isprsannals-II-2-W2-183-2015, 2015.

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