water Article Developing Real-Time Nowcasting System for Regional Landslide Hazard Assessment under Extreme Rainfall Events Yuan-Chang Deng 1,*, Jin-Hung Hwang 2 and Yu-Da Lyu 2 1 National Center for Research on Earthquake Engineering, Taipei 106219, Taiwan 2 Department of Civil Engineering, National Central University, Taoyuan 320317, Taiwan;
[email protected] (J.-H.H.); fi
[email protected] (Y.-D.L.) * Correspondence:
[email protected]; Tel.: +886-2-6630-5107 Abstract: In this research, a real-time nowcasting system for regional landslide-hazard assessment under extreme-rainfall conditions was established by integrating a real-time rainfall data retrieving system, a landslide-susceptibility analysis program (TRISHAL), and a real-time display system to show the stability of regional slopes in real time and provide an alert index under rainstorm conditions for disaster prevention and mitigation. The regional hydrogeological parameters were calibrated using a reverse-optimization analysis based on an RGA (Real-coded Genetic Algorithm) of the optimization techniques and an improved version of the TRIGRS (Transient Rainfall Infiltration and Grid-based Regional Slope-Stability) model. The 2009 landslide event in the Xiaolin area of Taiwan, associated with Typhoon Morakot, was used to test the real-time regional landslide-susceptibility system. The system-testing results showed that the system configuration was feasible for practical applications concerning disaster prevention and mitigation. Keywords: real-time nowcasting system; TRIGRS; optimization; Xiaolin village; landslide Citation: Deng, Y.-C.; Hwang, J.-H.; Lyu, Y.-D. Developing Real-Time Nowcasting System for Regional Landslide Hazard Assessment under 1. Introduction Extreme Rainfall Events. Water 2021, During 7–10 August 2009, Typhoon Morakot brought strong southwesterly winds 13, 732.