Using Lidar Data to Evaluate Wetland Functions
نویسندگان
چکیده
The study objective is to extract HydroGeoMorphic Units in wetlands from LiDAR data estimating the required accuracy for assessing their functions in various hydrological and vegetation environments. Several Digital Terrain Models (DTMs) have been derived from LiDAR data with different point densities, ranging from 4 to 1 point/m2 with four interpolation methods. Then, the HGMU have been extracted from the more accurate DTM with an Object-based Image Analysis. This approach, validated with field data, has been applied in a study site located near the Mont-Saint-Michel, France. Results showed that the HGMU map quality highly depends primarily on the LIDAR data precision (point-density) and, in a lesser extent, on the interpolation method used. A minimum precision of 2 points per m2 was required to properly restitute the ditches network in wetlands and thus to evaluate their hydrological functions. The Nearest Neighbors interpolation provides best results and in the fastest computation time.
منابع مشابه
Mapping Spartina alterniflora Biomass Using LiDAR and Hyperspectral Data
Large-scale coastal reclamation has caused significant changes in Spartina alterniflora (S. alterniflora) distribution in coastal regions of China. However, few studies have focused on estimation of the wetland vegetation biomass, especially of S. alterniflora, in coastal regions using LiDAR and hyperspectral data. In this study, the applicability of LiDAR and hypersectral data for estimating S...
متن کاملCoastal Wetland Mapping Using Time Series Sar Imagery and Lidar: Alligator River National Wildlife Refuge, North Carolina
Mapping and monitoring of vast coastal wetlands vulnerable to dynamic coastal erosion, sea-level rise, fire, and marsh succession require remote sensing approaches that capitalize on newly available sensors, advanced classification techniques, and combinations of multi-sensor and multi-date data. This pilot study assesses the feasibility and accuracy potential for mapping specific coastal wetla...
متن کاملLight Detection and Ranging (LiDAR) for Improved Mapping of Wetland Resources and Assessment of Wetland Conservation Practices
Relief relative to a local elevation maximum provided a strong indicator of inundation dynamics (i.e., hydroperiod), but was less useful for mapping wetland boundaries. Combining local relief and an Enhanced Topographic Wetness Index produced a map that was well suited for mapping wetland extent and hydroperiod. Wetlands mapped using aerial photographs or LiDAR-derived digital elevation models ...
متن کاملAnalysis of Lidar’s ability in wetland investigation -a case study in Yellow River Delta
This study assesses the contribution of LIDAR altimetry, multi-return and intensity information, and aerial photos to coastal wetland investigation. Aerial photos in this area work as reference data to assess the accuracy of the experiment. The performance of Lidar data resources was tested alone with the adaptive TIN algorithms to separate ground points. Multi-return information was employed t...
متن کاملConditional Random Fields for Airborne Lidar Point Cloud Classification in Urban Area
Over the past decades, urban growth has been known as a worldwide phenomenon that includes widening process and expanding pattern. While the cities are changing rapidly, their quantitative analysis as well as decision making in urban planning can benefit from two-dimensional (2D) and three-dimensional (3D) digital models. The recent developments in imaging and non-imaging sensor technologies, s...
متن کامل