DOI: 10.1007/s11069-020-03963-4
论文题名: Testing UAV-derived topography for hydraulic modelling in a tropical environment
作者: Mazzoleni M. ; Paron P. ; Reali A. ; Juizo D. ; Manane J. ; Brandimarte L.
刊名: Natural Hazards
ISSN: 0921030X
出版年: 2020
卷: 103, 期: 1 起始页码: 139
结束页码: 163
语种: 英语
中文关键词: Hydraulic model
; LiDAR
; RTK-GPS
; SRTM
; Tropical environment
; UAV-derived topography
英文关键词: aerial survey
; digital elevation model
; GPS
; hydrological modeling
; lidar
; satellite data
; topographic mapping
; tropical environment
; unmanned vehicle
; Limpopo River
英文摘要: The past few years have seen the raise of unmanned aerial vehicles (UAV) in geosciences for generating highly accurate digital elevation models (DEM) at low costs, which promises to be an interesting alternative to satellite data for small river basins. The reliability of UAV-derived topography as input to hydraulic modelling is still under investigation: here, we analyse potentialities and highlight challenges of employing UAV-derived topography in hydraulic modelling in a tropical environment, where weather conditions and remoteness of the study area might affect the quality of the retrieved data. We focused on a stretch of the Limpopo River in Mozambique, where detailed ground survey and airborne data were available. First, we tested and compared topographic data derived by UAV (25 cm), RTK-GPS (50 cm DEM), LiDAR (1 m DEM) and SRTM (30 m DEM); then, we used each DEM as input data to a hydraulic model and compared the performance of each DEM-based model against the LiDAR based model, currently used as benchmark by practitioners in the area. Despite the challenges experienced during the field campaign—and described here—, the degree of accuracy in terrain modelling produced errors in water depth calculations within the tolerances adopted in this typology of studies and comparable in magnitude to the ones obtained from high-precision topography models. This suggests that UAV is a promising source of geometric data even in natural environments with extreme weather conditions. © 2020, The Author(s). Citation statistics:
资源类型: 期刊论文
标识符: http://119.78.100.158/handle/2HF3EXSE/168626
Appears in Collections: 气候变化与战略
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作者单位: Department of Earth Sciences, Uppsala University, Uppsala, 75236, Sweden; Centre of Natural Hazards and Disaster Science (CNDS), Uppsala, Sweden; IHE Delft, Institute for Water Education, Delft, Netherlands; Department of Sustainable Development, Environmental Sciences and Engineering, KTH Royal Institute of Technology, Stockholm, Sweden; Universidade Eduardo Mondlane UEM, Maputo, Mozambique; Salomon Lda, Maputo, Mozambique; CONSULTEC Lda, Maputo, Mozambique
Recommended Citation:
Mazzoleni M.,Paron P.,Reali A.,et al. Testing UAV-derived topography for hydraulic modelling in a tropical environment[J]. Natural Hazards,2020-01-01,103(1)