Recognition on the relativity between typhoon and storm surge using fuzzy interval information matrix

被引:0
|
作者
Liu, Xulong [1 ]
Zhang, Junxiang [1 ]
Huang, Chongfu
机构
[1] Guangzhou Inst Geog, Guangdong Key Lab Applicat RS & GIS, Guangzhou 510070, Peoples R China
关键词
typhoon intensity; storm surge; information matrix; fuzzy information distribution;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper introduces the method of fuzzy interval information matrix to recognize the relation between typhoon and storm surge with monitor data in Chiwan and Beijiao in Guangdong, China. Comparison with the linear regression model, the new method has two advantages: (1) The root-mean-square error is less than that of the linear regress model; and (2) The new method can improve the recognizing accuracy of small samples effectively. The interval size of domain of the input and output, generally, influences the accuracy of the new method. An adaptive interval size may advance the recognizing accuracy between the wind speed of typhoon and storm surge. In this study, the recognizing relation between the wind speed and storm surge at stable monitoring position is discussed, which should be studied further in future research, such as introducing air pressure and radius of wind speed as parameter into information matrix.
引用
收藏
页码:39 / 44
页数:6
相关论文
共 50 条
  • [21] Storm Surge Inundation Modulated by Typhoon Intensities and Tracks: Simulations Using the Regional Ocean Modeling System (ROMS)
    Qin, Gangri
    Fang, Zhen
    Zhao, Shuyu
    Meng, Yanjiahui
    Sun, Weiwei
    Yang, Gang
    Wang, Lihua
    Feng, Tian
    JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2023, 11 (06)
  • [22] Study of storm surge due to Typhoon Linda (1997) in the Gulf of Thailand using a three dimensional ocean model
    Aschariyaphotha, N.
    Wongwises, P.
    Humphries, U. W.
    Wongwises, S.
    APPLIED MATHEMATICS AND COMPUTATION, 2011, 217 (21) : 8640 - 8654
  • [23] Assessing and zoning of typhoon storm surge risk with a geographic information system (GIS) technique: a case study of the coastal area of Huizhou
    Wang, Si
    Mu, Lin
    Yao, Zhenfeng
    Gao, Jia
    Zhao, Enjin
    Wang, Lizhe
    NATURAL HAZARDS AND EARTH SYSTEM SCIENCES, 2021, 21 (01) : 439 - 462
  • [24] A Preliminary Investigation into the Nonlinear Interaction Between Storm Surge and Astronomical Tide During the No. 8114 Typhoon in the Huanghai Sea
    张延廷
    王以娇
    Acta Oceanologica Sinica, 1986, (02) : 313 - 314
  • [25] Comparisons of Future Changes and Uncertainties of Typhoon Intensity and Storm Surge Between Super Typhoons Haiyan (2013) and Melor (2009)
    Toyoda, M.
    Yoshino, J.
    Kobayashi, T.
    ASIAN AND PACIFIC COASTS 2017: PROCEEDINGS OF THE 9TH INTERNATIONAL CONFERENCE ON APAC 2017, 2018, : 105 - 116
  • [26] The simulation of a storm surge and wave due to Typhoon Sarah using an integrally coupled tide-surge-wave model of the Yellow and East China Seas
    Yuk, Jin-Hee
    Kim, Kyeong Ok
    Choi, Byung Ho
    OCEAN SCIENCE JOURNAL, 2015, 50 (04) : 683 - 699
  • [27] The simulation of a storm surge and wave due to Typhoon Sarah using an integrally coupled tide-surge-wave model of the Yellow and East China Seas
    Jin-Hee Yuk
    Kyeong Ok Kim
    Byung Ho Choi
    Ocean Science Journal, 2015, 50 : 683 - 699
  • [28] A Study on the Effects of Historical Typhoon Parameters on Storm Surge Generation in San Pedro Bay Using Advanced Circulation Model
    Villalba, I. B. O.
    Cruz, E. C.
    ASIAN AND PACIFIC COASTS 2017: PROCEEDINGS OF THE 9TH INTERNATIONAL CONFERENCE ON APAC 2017, 2018, : 247 - 258
  • [29] PREDICTION OF TYPHOON STORM SURGE FLOOD IN TOKYO BAY USING UNSTRUCTURED MODEL ADCIRC UNDER GLOBAL WARMING SCENARIO
    Hirano, Kohin
    Murakami, Tomokazu
    Iizuka, Satoshi
    Nakatani, Tsuyoshi
    Shimokawa, Shinya
    Bunya, Shintaro
    Kawasaki, Koji
    ASME FLUIDS ENGINEERING DIVISION SUMMER MEETING - 2014, VOL 1D: SYMPOSIA, 2014,
  • [30] Investigation of compound occurrence of storm surge and river flood in Mikawa Bay, Japan, using typhoon track ensemble experiments
    Haruyama, Kazuki
    Toyoda, Masaya
    Kato, Shigeru
    Mori, Nobuhito
    Kim, Sooyoul
    Yoshino, Jun
    FRONTIERS IN WATER, 2024, 6