Data-driven approaches to rainfall nowcasting for application in hydrological modelling

被引:0
|
作者
Mhedhbi, Rim [1 ]
Erechtchoukova, Marina G. [1 ]
机构
[1] School of Information Technology, York University, Toronto, Canada
关键词
442.1 Flood Control - 443 Meteorology - 443.2 Meteorological Instrumentation - 443.3 Precipitation - 444.1 Surface Water - 723 Computer Software; Data Handling and Applications - 912.2 Management - 912.3 Operations Research - 914.1 Accidents and Accident Prevention - 922.2 Mathematical Statistics - 943.3 Special Purpose Instruments;
D O I
暂无
中图分类号
学科分类号
摘要
Rain
引用
收藏
页码:295 / 301
相关论文
共 50 条
  • [1] Data-driven approaches for estimating uncertainty in rainfall-runoff modelling
    Shrestha, Durga Lal
    Solomatine, Dimitri P.
    INTERNATIONAL JOURNAL OF RIVER BASIN MANAGEMENT, 2008, 6 (02) : 109 - 122
  • [2] Hydrological application of radar rainfall nowcasting in the Netherlands
    Heuvelink, Danny
    Berenguer, Marc
    Brauer, Claudia C.
    Uijlenhoet, Remko
    ENVIRONMENT INTERNATIONAL, 2020, 136
  • [3] Data-driven approaches to the modelling of bioprocesses
    Bernaerts, K
    Van Impe, JF
    TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, 2004, 26 (05) : 349 - 372
  • [4] Using hydrological modelling and data-driven approaches to quantify mining activities impacts on centennial streamflow
    Song, Xiaoyan
    Sun, Wenyi
    Zhang, Yongqiang
    Song, Songbai
    Li, Jiuyi
    Gao, Yanjun
    JOURNAL OF HYDROLOGY, 2020, 585
  • [5] REVIEW OF THREE DATA-DRIVEN MODELLING TECHNIQUES FOR HYDROLOGICAL MODELLING AND FORECASTING
    Oyebode, Oluwaseun
    Otieno, Fred
    Adeyemo, Josiah
    FRESENIUS ENVIRONMENTAL BULLETIN, 2014, 23 (07): : 1443 - 1454
  • [6] Data-Driven Modelling: Concepts, Approaches and Experiences
    Solomatine, D.
    See, L. M.
    Abrahart, R. J.
    PRACTICAL HYDROINFORMATICS: COMPUTATIONAL INTELLIGENCE AND TECHNOLOGICAL DEVELOPMENTS IN WATER APPLICATIONS, 2008, 68 : 17 - +
  • [7] Numerical and Data-Driven Modelling in Coastal, Hydrological and Hydraulic Engineering
    Fang, Fangxin
    WATER, 2021, 13 (04)
  • [8] A review on data-driven approaches for industrial process modelling
    Guo, Wei
    Pan, Tianhong
    Li, Zhengming
    Li, Guoquan
    INTERNATIONAL JOURNAL OF MODELLING IDENTIFICATION AND CONTROL, 2020, 34 (02) : 75 - 89
  • [9] Data-Driven Landslide Nowcasting at the Global Scale
    Stanley, Thomas A.
    Kirschbaum, Dalia B.
    Benz, Garrett
    Emberson, Robert A.
    Amatya, Pukar M.
    Medwedeff, William
    Clark, Marin K.
    FRONTIERS IN EARTH SCIENCE, 2021, 9
  • [10] A Radar Data-Driven AI Approach for Rainfall Nowcasting: Towards Flood Preparedness in Urban Regions
    Dandekar, Sharvil
    Limbashia, Taksha
    Parab, Om
    Kotecha, Radhika
    Chakravarty, Kaustav
    Ukarande, Suresh
    Hosalikar, Krishnanand
    JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING, 2025,