Assessing causal dependencies in climatic indices

被引:0
|
作者
Riccardo Silini
Giulio Tirabassi
Marcelo Barreiro
Laura Ferranti
Cristina Masoller
机构
[1] Universitat Politecnica de Catalunya,Department of Physics
[2] Facultad de Ciencias,Departamento de Ciencias de la Atmosfera
[3] Universidad de la Republica,European Centre for Medium
[4] (ECMWF),Range Weather Forecast
来源
Climate Dynamics | 2023年 / 61卷
关键词
ENSO; North Atlantic Oscillation; Pacific Decadal Oscillation; Causality; Transfer entropy;
D O I
暂无
中图分类号
学科分类号
摘要
We evaluate causal dependencies between thirteen indices that represent large-scale climate patterns (El Nino/Southern Oscillation, the North Atlantic Oscillation, the Pacific Decadal Oscillation, etc.) using a recently proposed approach based on a linear approximation of the transfer entropy. We demonstrate that this methodology identifies causal relations that are well-known, as well as it uncovers some relations which, to the best of our knowledge, have not yet been reported in the literature. We also identify significant changes in causal dependencies that have occurred in the last three decades.
引用
收藏
页码:79 / 89
页数:10
相关论文
共 50 条
  • [21] Formalizing timing diagrams as causal dependencies for verification purposes
    Fischer, J
    Conrad, S
    INTEGRATED FORMAL METHODS, PROCEEDINGS, 2000, 1945 : 45 - 60
  • [22] Characterizing Counterfactuals and Dependencies over (Generalized) Causal Teams
    Barbero, Fausto
    Yang, Fan
    NOTRE DAME JOURNAL OF FORMAL LOGIC, 2022, 63 (03) : 301 - 341
  • [23] The WHY in Business Processes: Discovery of Causal Execution Dependencies
    Fournier, Fabiana
    Limonad, Lior
    Skarbovsky, Inna
    David, Yuval
    KUNSTLICHE INTELLIGENZ, 2025,
  • [24] Using concept lattices to uncover causal dependencies in software
    Pfaltz, JL
    FORMAL CONCEPT ANALYSIS, PROCEEDINGS, 2006, 3874 : 233 - 247
  • [25] Mining for Long-Term Dependencies in Causal Graphs
    Kourani, Humam
    Di Francescomarino, Chiara
    Ghidini, Chiara
    van der Aalst, Wil
    van Zelst, Sebastiaan
    BUSINESS PROCESS MANAGEMENT WORKSHOPS, BPM 2022 INTERNATIONAL WORKSHOPS, 2023, 460 : 117 - 131
  • [26] ASSESSING CAUSAL DIMENSIONS
    WATKINS, D
    AUSTRALIAN PSYCHOLOGIST, 1986, 21 (03) : 467 - 472
  • [27] Assessing Asset Indices
    Filmer, Deon
    Scott, Kinnon
    DEMOGRAPHY, 2012, 49 (01) : 359 - 392
  • [28] Assessing estuarine environmental quality using fish-based indices: Performance evaluation under climatic instability
    Martinho, F.
    Viegas, I.
    Dolbeth, M.
    Leitao, R.
    Cabral, H. N.
    Pardal, M. A.
    MARINE POLLUTION BULLETIN, 2008, 56 (11) : 1834 - 1843
  • [29] Estimation of Drought Indices for Assessing the Impact of Climatic Variables on Groundwater Fluctuation over Upper Bhima Sub Basin
    Jipkate, A. B.
    Londhe, D. S.
    Katpatal, Y. B.
    NATIONAL CONFERENCE ON CHALLENGES IN GROUNDWATER DEVELOPMENT AND MANAGEMENT, 2020, 597
  • [30] OVERVIEW OF CLIMATIC VARIABILITY AND ITS CAUSAL MECHANISMS
    MITCHELL, JM
    QUATERNARY RESEARCH, 1976, 6 (04) : 481 - 493