Redirigiendo al acceso original de articulo en 21 segundos...
ARTÍCULO
TITULO

Similarity Calculation of Sudden Natural Disaster Cases with Fused Case Hierarchy?Taking Storm Surge Disasters as Examples

Cheng Cheng    
Qingtian Zeng    
Hua Zhao and Shansong Wang    

Resumen

Sudden natural disasters have the characteristics of complexity, unpredictability and frequency. To better manage and analyze sudden natural disasters promptly with the help of historical natural disaster cases, this study adopts the method of fused case structure to calculate the similarity between sudden disaster cases. Based on the disaster information of historical natural disaster cases, this paper aims to perform similarity measures for sudden natural disaster cases that contain textual information, data information and geographic location information at the same time. Taking storm surge disasters as examples, we designed a hierarchical case structure of ?vertex-edge-label? based on the characteristics of sudden natural disaster cases. Then, we calculated the case similarity based on three aspects of sudden natural disasters, which were ?case scenario?, ?disaster damage? and ?case structure?. Finally, we aggregated multiple factors to obtain the similarity between storm surge cases and conducted experiments on the historical storm surge cases in China. The result verified the feasibility and effectiveness of the method and showed a higher accuracy of the established aggregated multifactor method compared with the benchmark method.

 Artículos similares

       
 
Hongwei Deng, Bokun Zhao, Yigai Xiao and Guanglin Tian    
The response characteristics of the mesostructure and macro-characteristics of the soil?rock mixture under repeated freeze?thaw action have an important influence on the safety and stability of the dump slope in low-temperature environments. In order to ... ver más
Revista: Applied Sciences

 
Qianmu Xiao and Liang Zhao    
Acquiring relevant, high-quality, and heterogeneous medical images is essential in various types of automated analysis, used for a variety of downstream data augmentation tasks. However, a large number of real image samples are expensive to obtain, espec... ver más
Revista: Applied Sciences

 
Christof Hammer, Sebastian Sporrer, Johannes Warmer, Peter Kaul, Ronald Thoelen and Norbert Jung    
The following work presents algorithms for semi-automatic validation, feature extraction and ranking of time series measurements acquired from MOX gas sensors. Semi-automatic measurement validation is accomplished by extending established curve similarit... ver más
Revista: Algorithms

 
Zelang Miao, Renfeng Peng, Wei Wang, Qirong Li, Shuai Chen, Anshu Zhang, Minghui Pu, Ke Li, Qinqin Liu and Changhao Hu    
Earthquakes induce landslides worldwide every year that may cause massive fatalities and financial losses. Precise and timely landslide susceptibility mapping (LSM) is significant for landslide hazard assessment and mitigation in earthquake-affected area... ver más
Revista: Applied Sciences

 
Chengyin Ru, Shihai Zhang, Chongnian Qu and Zimiao Zhang    
Aiming at the application of the overhead transmission line insulator patrol inspection requirements based on the unmanned aerial vehicle (UAV), a lightweight ECA-YOLOX-Tiny model is proposed by embedding the efficient channel attention (ECA) module into... ver más
Revista: Applied Sciences