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# CITATION file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
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cff-version: 1.2.0
message: 'To cite package "tEDM" in publications use:'
type: software
license: GPL-3.0-only
title: 'tEDM: Temporal Empirical Dynamic Modeling'
version: '2.0'
doi: 10.1016/j.compenvurbsys.2026.102435
identifiers:
- type: doi
  value: 10.32614/CRAN.package.tEDM
abstract: Inferring causation from time series data through empirical dynamic modeling
  (EDM), with methods such as convergent cross mapping from Sugihara et al. (2012)
  <https://doi.org/10.1126/science.1227079>, partial cross mapping introduced by Leng
  et al. (2020) <https://doi.org/10.1038/s41467-020-16238-0>, and cross mapping cardinality
  described in Tao et al. (2023) <https://doi.org/10.1016/j.fmre.2023.01.007>, following
  a systematic description proposed in Lyu et al. (2026) <https://doi.org/10.1016/j.compenvurbsys.2026.102435>.
authors:
- family-names: Lyu
  given-names: Wenbo
  email: lyu.geosocial@gmail.com
  orcid: https://orcid.org/0009-0002-6003-3800
preferred-citation:
  type: article
  title: 'Causal discovery in urban data with temporal empirical dynamic modeling:
    The R package tEDM'
  authors:
  - family-names: Lyu
    given-names: Wenbo
    email: lyu.geosocial@gmail.com
    orcid: https://orcid.org/0009-0002-6003-3800
  - family-names: Lei
    given-names: Yangyang
  - family-names: Yi
    given-names: Wen
  - family-names: Song
    given-names: Yongze
  - family-names: Li
    given-names: Xiao
  - family-names: Dai
    given-names: Shaoqing
  - family-names: Qin
    given-names: Yiming
  - family-names: Zhao
    given-names: Wufan
  journal: Computers, Environment and Urban Systems
  year: '2026'
  volume: '127'
  doi: 10.1016/j.compenvurbsys.2026.102435
  start: '102435'
repository: https://stscl.r-universe.dev
repository-code: https://github.com/stscl/tEDM
commit: ea9723819948f3b8a7e1f2083112f3314504c839
url: https://stscl.github.io/tEDM/
date-released: '2026-05-12'
contact:
- family-names: Lyu
  given-names: Wenbo
  email: lyu.geosocial@gmail.com
  orcid: https://orcid.org/0009-0002-6003-3800