Concepedia

Multi-step Inflow Forecasting

Multi-Step Inflow Forecasting is a hydrological prediction methodology that belongs to the class of reservoir inflow forecasting techniques, specifically characterized by its objective of estimating future inflows at multiple consecutive time steps beyond the current observation, as opposed to a single-step horizon.

9

Publications

344

Citations

32

Authors

12

Institutions

Publications per year

2017–2026

6

Parents

Publications

9

A nonlinear spatio-temporal lumping of radar rainfall for modeling multi-step-ahead inflow forecasts by data-driven techniques

Fi‐John Chang, Meng‐Jung Tsai · Journal of Hydrology · 2016 · 100 citations

, , +17

An RBF network with a two-step learning algorithm for developing a reservoir inflow forecasting model

Gwo‐Fong Lin, Ming‐Chang Wu · Journal of Hydrology · 2011 · 59 citations

, , +15

Multistep-ahead daily inflow forecasting using the ERA-Interim reanalysis data set based on gradient-boosting regression trees

Shengli Liao, Zhanwei Liu, Benxi Liu et al. · Hydrology and earth system sciences · 2020 · 54 citations · Full text

, , +16

Explainable machine learning model for multi-step forecasting of reservoir inflow with uncertainty quantification

Ming Fan, Siyan Liu, Dan Lu et al. · Environmental Modelling & Software · 2023 · 32 citations · Full text

, , +17

Two-step daily reservoir inflow prediction using ARIMA-machine learning and ensemble models

Akshita Gupta, Arun Kumar · Journal of Hydro-environment Research · 2022 · 31 citations

, , +16

1–5 of 9

Authors

32

  1. AG
    Akshita Gupta

    Indian Institute of Technology Roorkee, India

    2 publications · 41 citations

    2

    h-index

  2. ZL
    Zhanwei Liu

    Dalian University of Technology, China

    1 publications · 54 citations

    1

    h-index

  3. AK
    Arun Kumar

    National Institute of Technology Rourkela, India

    1 publications · 10 citations

    1

    h-index

  4. MS
    Muslume Sevba Colak

    Ankara University, Türkiye

    1 publications · 20 citations

    1

    h-index

  5. MS
    Muhammad Sibtain

    China Three Gorges University, China

    1 publications · 20 citations

    1

    h-index

1–5 of 32

Institutions

12

  1. National Taiwan University

    Taipei, Taiwan

    2 h-index

    4 publications

    318 citations

  2. Indian Institute of Technology Roorkee

    Roorkee, India

    2 h-index

    4 publications

    82 citations

  3. United Arab Emirates University

    Al Ain, United Arab Emirates

    1 h-index

    1 publications

    24 citations

  4. Universiti Tunku Abdul Rahman

    Kampar, Malaysia

    1 h-index

    3 publications

    72 citations

  5. University of Tabriz

    Tabriz, Iran

    1 h-index

    3 publications

    60 citations

  6. Universiti Tenaga Nasional

    Kuala Selangor, Malaysia

    1 h-index

    1 publications

    24 citations

  7. University of Malaya

    Kuala Lumpur, Malaysia

    1 h-index

    1 publications

    24 citations

  8. China Three Gorges University

    Yichang, China

    1 h-index

    1 publications

    20 citations

1–8 of 12

Venues

  1. Journal of Hydrology

    2 publications · 159 citations

    2

    h-index

  2. Hydrology and earth system sciences

    1 publications · 54 citations

    1

    h-index

  3. Applied Intelligence

    1 publications · 24 citations

    1

    h-index

  4. 1

    h-index

  5. Environmental Modelling & Software

    1 publications · 32 citations

    1

    h-index

1–5