Concepedia

Multi-scale Forecasting

Multi-Scale Forecasting is a forecasting framework that integrates data and models across multiple temporal and spatial scales to capture both local dynamics and global patterns, distinguishing it from single-scale approaches by explicitly accounting for scale-dependent interactions and hierarchies within complex systems.

50

Publications

3K

Citations

326

Authors

179

Institutions

Publications per year

2017–2026

34

Parents

Publications

50

The Operational CMC–MRB Global Environmental Multiscale (GEM) Model. Part II: Results

Jean Côté, Jean-Guy Desmarais, Sylvie Gravel et al. · Monthly Weather Review · 1998 · 384 citations · Full text

, , +14

Linking Futures across Scales: a Dialog on Multiscale Scenarios

Reinette Biggs, Ciara Raudsepp‐Hearne, Carol Atkinson‐Palombo et al. · Ecology and Society · 2007 · 219 citations · Full text

, , +15

Multi-Scale Adaptive Graph Neural Network for Multivariate Time Series Forecasting

Ling Chen, Donghui Chen, Zongjiang Shang et al. · IEEE Transactions on Knowledge and Data Engineering · 2023 · 210 citations

, , +16

Multiscale scenarios for nature futures

Isabel M.D. Rosa, Henrique M. Pereira, Simon Ferrier et al. · Nature Ecology & Evolution · 2017 · 198 citations · Full text

, , +13

Linear and nonlinear Granger causality investigation between carbon market and crude oil market: A multi-scale approach

Lean Yu, Jingjing Li, Ling Tang et al. · Energy Economics · 2015 · 182 citations

, , +17

1–5 of 50

Authors

326

  1. LT
    Ling Tang

    Beijing University of Chemical Technology, China

    3 publications · 308 citations

    3

    h-index

  2. SW
    Shouyang Wang

    Chinese Academy of Sciences, China

    2 publications · 107 citations

    2

    h-index

  3. XL
    Xinggao Liu

    State Key Laboratory of Industrial Control Technology

    2 publications · 59 citations

    2

    h-index

  4. HC
    Huayou Chen

    Anhui University, China

    1 publications · 119 citations

    1

    h-index

  5. BW
    Bo Wen

    Alibaba Group (China), China

    1 publications · 210 citations

    1

    h-index

1–5 of 326

Institutions

179

  1. Academy of Mathematics and Systems Science

    Beijing, China

    4 h-index

    6 publications

    424 citations

  2. Chinese Academy of Sciences

    Beijing, China

    4 h-index

    6 publications

    424 citations

  3. The University of Melbourne

    Melbourne, Australia

    3 h-index

    3 publications

    47 citations

  4. State Key Laboratory of Industrial Control Technology

    Hangzhou, China

    2 h-index

    3 publications

    101 citations

  5. University of Exeter

    Exeter, United Kingdom

    2 h-index

    2 publications

    66 citations

  6. Wageningen University & Research

    Wageningen, The Netherlands

    2 h-index

    3 publications

    615 citations

  7. Environment and Climate Change Canada

    Ottawa, Canada

    2 h-index

    37 publications

    8.1K citations

  8. Xi'an Jiaotong University

    Xi'an, China

    2 h-index

    2 publications

    47 citations

1–8 of 179

Venues

  1. IEEE Access

    3 publications · 101 citations

    3

    h-index

  2. Energy

    3 publications · 180 citations

    3

    h-index

  3. Expert Systems with Applications

    2 publications · 161 citations

    2

    h-index

  4. Applied Energy

    2 publications · 174 citations

    2

    h-index

  5. arXiv (Cornell University)

    Repository · 2 publications · 126 citations

    2

    h-index

1–5