Identification and mapping of recent rainfall-induced landslides using elevation data collected by airborne Lidar

被引:164
作者
Ardizzone, F. [1 ]
Cardinali, M. [1 ]
Galli, M. [1 ]
Guzzetti, F. [1 ]
Reichenbach, P. [1 ]
机构
[1] IRPI, CNR, I-06128 Perugia, Italy
关键词
D O I
10.5194/nhess-7-637-2007
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
A high resolution Digital Elevation Model with a ground resolution of 2 mx 2 m (DEM2) was obtained for the Collazzone area, central Umbria, through weighted linear interpolation of elevation points acquired by Airborne Lidar Swath Mapping. Acquisition of the elevation data was performed on 3 May 2004, following a rainfall period that resulted in numerous landslides. A reconnaissance field survey conducted immediately after the rainfall period allowed mapping 70 landslides in the study area, for a total landslide area of 2.7x10(5) m(2). Topographic derivative maps obtained from the DEM2 were used to update the reconnaissance landslide inventory map in 22 selected sub-areas. The revised inventory map shows 27% more landslides and 39% less total landslide area, corresponding to a smaller average landslide size. Discrepancies between the reconnaissance and the revised inventory maps were attributed to mapping errors and imprecision chiefly in the reconnaissance field inventory. Landslides identified exploiting the Lidar elevation data matched the local topography more accurately than the same landslides mapped using the existing topographic maps. Reasons for the difference include an incomplete or inaccurate view of the landslides in the field, an unfaithful representation of topography in the based maps, and the limited time available to map the landslides in the field. The high resolution DEM2 was compared to a coarser resolution (10 mx10 m) DEM10 to establish how well the two DEMs captured the topographic signature of landslides. Results indicate that the improved topographic information provided by DEM2 was significant in identifying recent rainfall-induced landslides, and was less significant in improving the representation of stable slopes.
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收藏
页码:637 / 650
页数:14
相关论文
共 43 条
[1]   Airborne laser scanning - present status and future expectations [J].
Ackermann, F .
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 1999, 54 (2-3) :64-67
[2]  
Barchi M., 1991, B SOC GEOL ITAL, V110, P65
[3]   MASS MOVEMENT - THE RESEARCH FRONTIER AND BEYOND - A GEOMORPHOLOGICAL APPROACH [J].
BRUNSDEN, D .
GEOMORPHOLOGY, 1993, 7 (1-3) :85-128
[4]  
BRUNSDEN D, 1985, P S POL WAL, P19
[5]  
Bucknam R. C., 2001, Landslides triggered by Hurricane Mitch in Guatemala-Inventory and discussion
[6]   Rainfall induced landslides in December 2004 in south-western Umbria, central Italy: types, extent, damage and risk assessment [J].
Cardinali, M ;
Galli, M ;
Guzzetti, F ;
Ardizzone, F ;
Reichenbach, P ;
Bartoccini, P .
NATURAL HAZARDS AND EARTH SYSTEM SCIENCES, 2006, 6 (02) :237-260
[7]  
CARDINALI M, 2001, P 1 EGS PLIN C MAR, P439
[8]  
Carrara A., 1992, ITC Journal, V2, P172
[9]   On the application of SAR interferometry to geomorphological studies: Estimation of landform attributes and mass movements [J].
Catani, F ;
Farina, P ;
Moretti, S ;
Nico, G ;
Strozzi, T .
GEOMORPHOLOGY, 2005, 66 (1-4) :119-131
[10]  
Cencetti II C., 1990, B SOC GEOL ITAL, V109, P337