Concepedia

Rainfall-runoff Forecasting

Rainfall-Runoff Forecasting is a hydrological prediction method that models the transformation of precipitation into surface water flow to estimate the timing and volume of runoff in a catchment area over time.

851

Publications

53K

Citations

2.5K

Authors

841

Institutions

Publications per year

2017–2026

359

Variants

Rainfall-runoff Prediction

Parents

Publications

851

Artificial Neural Network Modeling of the Rainfall‐Runoff Process

Kuolin Hsu, Hoshin V. Gupta, Soroosh Sorooshian · Water Resources Research · 1995 · 1.5K citations

, , +15

A Rainfall‐Runoff Model With LSTM‐Based Sequence‐to‐Sequence Learning

Zhongrun Xiang, Jun Yan, İbrahim Demir · Water Resources Research · 2020 · 766 citations

, , +17

An artificial neural network approach to rainfall-runoff modelling

Christian W. Dawson, Robert L. Wilby · Hydrological Sciences Journal · 1998 · 693 citations · Full text

, , +14

Short-term runoff prediction with GRU and LSTM networks without requiring time step optimization during sample generation

Shuai Gao, Yuefei Huang, Shuo Zhang et al. · Journal of Hydrology · 2020 · 679 citations

, , +17

Rainfall-Runoff Modeling Using Artificial Neural Networks

A. Sezin Tokar, Peggy A. Johnson · Journal of Hydrologic Engineering · 1999 · 664 citations

, , +17

1–5 of 851

Authors

2.5K

  1. WW
    Wenchuan Wang

    Beijing University of Chemical Technology, China

    16 publications · 1.6K citations

    16

    h-index

  2. KC
    Kwok‐wing Chau

    Hong Kong Polytechnic University, Hong Kong SAR China

    13 publications · 2.2K citations

    13

    h-index

  3. VN
    Vahid Nourani

    University of Tabriz, Iran

    13 publications · 962 citations

    13

    h-index

  4. AY
    Asaad Y. Shamseldin

    University of Auckland, New Zealand

    12 publications · 1.7K citations

    11

    h-index

  5. JZ
    Jianzhong Zhou

    Huazhong University of Science and Technology, China

    8 publications · 327 citations

    8

    h-index

1–5 of 2.5K

Institutions

841

  1. Huazhong University of Science and Technology

    Wuhan, China

    19 h-index

    88 publications

    4.8K citations

  2. North China University of Water Resources and Electric Power

    Zhengzhou, China

    19 h-index

    98 publications

    5.1K citations

  3. University of Tabriz

    Tabriz, Iran

    17 h-index

    30 publications

    2.2K citations

  4. Chinese Academy of Sciences

    Beijing, China

    16 h-index

    48 publications

    2.3K citations

  5. National Taiwan University

    Taipei, Taiwan

    15 h-index

    41 publications

    2.6K citations

  6. Dalian University of Technology

    Dalian, China

    15 h-index

    44 publications

    3.1K citations

  7. China Institute of Water Resources and Hydropower Research

    Beijing, China

    15 h-index

    55 publications

    3.2K citations

  8. Hohai University

    Nanjing, China

    14 h-index

    46 publications

    2.9K citations

1–8 of 841

Venues

  1. Journal of Hydrology

    94 publications · 10K citations

    55

    h-index

  2. Water Resources Research

    40 publications · 6.4K citations

    31

    h-index

  3. Hydrology and earth system sciences

    41 publications · 2.9K citations

    28

    h-index

  4. Water Resources Management

    43 publications · 2.6K citations

    28

    h-index

  5. Water

    54 publications · 2.2K citations

    26

    h-index

1–5