Dalelane.yaml

- key: Dalelane MNQS
  doi: [pers. comm., C. Dalelane, DWD]
  metric:
    name: MNQS 
    long_name: Multivariate Network Quality Score for Global Teleconnections
    units: 1
    variables: tos, z500
    comment: >
      Data is converted to seasonal anomalies, detrended with season-reliant trend-EOFs. 
      Seasonal variances normalized. 
      Adjacency-matrix between all pairs of grid cell with Spearman's rank correlation. 
      Maximal domains in tos (z500) with average pairwise rank correlation>0.95(0.93)-
      quantile of all pairwise correlations are found. All pairwise links between domains 
      (area weighted average time series) calculated with Distance correlation in tos, 
      z500 and cross-links between tos and z500. Tested to level 0.05 with control of 
      False Discovery Rate=0.05. New adjacency matrices constructed based on domain links.
      Adjacency matrices compared to references with Structural Similarity Index (SSIM).      
      Exponential transform wrt. value 1 for all 3 variables (individual Network Quality 
      Score-NQS). Geometric mean of NQSs over variables (Multivariate Network Quality Score,
      MNQS). Average of MNQSs over references. 
    best: 1
    worst: 0
  type: performance
  spatial_scope: Global
  temporal_scope: Annual
  plausible_values:
    min: 0
    max: 1
    source: author
    comment: the higher the better, MNQS between references in the table for comparison
  data_source: author 
  data: 
    ACCESS-CM2_r1i1p1f1: 0.790270
    ACCESS-ESM1-5_r1i1p1f1: 0.765972
    CESM2_r2i1p1f1: 0.752480
    CMCC-CM2-SR5_r1i1p1f1: 0.748260
    CMCC-ESM2_r1i1p1f2: 0.745913
    CNRM-ESM2-1_r1i1p1f2: 0.753409
    CanESM5_r1i1p2f1: 0.815094
    EC-Earth3_r1i1p1f1: 0.818007
    EC-Earth3-Veg_r1i1p1f1: 0.800464
    IPSL-CM6A-LR_r1i1p1f1: 0.827832
    MIROC6_r1i1p1f1: 0.797103
    MIROC-ES2L_r1i1p1f2: 0.773061
    MPI-ESM1-2-HR_r1i1p1f1: 0.840370
    MPI-ESM1-2-LR_r1i1p1f1: 0.818414
    NorESM2-LM_r1i1p1f1: 0.787007
    NorESM2-MM_r1i1p1f1: 0.751460
    TaiESM1_r1i1p1f1: 0.751145
    UKESM1-0-LL_r1i1p1f2: 0.845081
    MRI-ESM2-0_r1i1p1f1: 0.772159
    CESM2_r1i1p1f1: 0.785879
    HadGEM3-GC31-LL_r1i1p1f3: 0.821355
    BCC-CSM2-MR_r1i1p1f1: 0.782083
    CNRM-CM6-1_r1i1p1f1: 0.792255
    CanESM5_r1i1p1f1: 0.779562
  data_other:
    Reanalyses: 0.883043 # CERA-20C and 20CRv3