Low-Cost, LiDAR-Based, Dynamic, Flood Risk Communication Viewer

被引:0
|
作者
Laefer, Debra F. [1 ,2 ]
O'Keeffe, Evan [2 ]
Chandna, Kshitij [2 ]
Hertz, Kim [1 ,2 ]
Zhu, Jing [3 ]
Lejano, Raul [3 ]
Vo, Anh Vu [4 ]
Bertolotto, Michela [4 ]
Ofterdinger, Ulrich [5 ]
机构
[1] NYU, Tandon Sch Engn, Dept Civil & Urban Engn, Brooklyn, NY 11201 USA
[2] NYU, Ctr Urban Sci & Progress, Tandon Sch Engn, Brooklyn, NY 11201 USA
[3] NYU, Steinhardt Sch Culture Educ & Human Dev, New York, NY 10003 USA
[4] Univ Coll Dublin, Sch Comp Sci, Dublin D04 V1W8, Ireland
[5] Queens Univ Belfast, Sch Nat & Built Environm, Belfast BT9 7BL, North Ireland
基金
爱尔兰科学基金会; 美国国家科学基金会;
关键词
flood; risk; 3D model; LiDAR; MAPS; SYSTEM;
D O I
10.3390/rs17040592
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
This paper proposes a flood risk visualization method that is (1) readily transferable (2) hyperlocal, (3) computationally inexpensive, and (4) geometrically accurate. This proposal is for risk communication, to provide high-resolution, three-dimensional flood visualization at the sub-meter level. The method couples a laser scanning point cloud with algorithms that produce textured floodwaters, achieved through compounding multiple sine functions in a graphics shader. This hyper-local approach to visualization is enhanced by the ability to portray changes in (i) watercolor, (ii) texture, and (iii) motion (including dynamic heights) for various flood prediction scenarios. Through decoupling physics-based predictions from the visualization, a dynamic, flood risk viewer was produced with modest processing resources involving only a single, quad-core processor with a frequency around 4.30 GHz and with no graphics card. The system offers several major advantages. (1) The approach enables its use on a browser or with inexpensive, virtual reality hardware and, thus, promotes local dissemination for flood risk communication, planning, and mitigation. (2) The approach can be used for any scenario where water interfaces with the built environment, including inside of pipes. (3) When tested for a coastal inundation scenario from a hurricane, 92% of the neighborhood participants found it to be more effective in communicating flood risk than traditional 2D mapping flood warnings provided by governmental authorities.
引用
收藏
页数:19
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