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Table 3 Area and proportions of different classes of habitat suitability maps of the RF, CART, BRT, GLM, and GAM models for five species including Melitta leporina (ML), Megachile maritima (MM), Halictus tetrazonianellus Strand (HT), Anthidium florentinum (AF), Megachile rubripes Morawitz

From: Estimating potential range shift of some wild bees in response to climate change scenarios in northwestern regions of Iran

Species Model High (Ha) Proportion Moderate (Ha) Proportion Low (Ha) Proportion
ML        
  RF 1943932 5.44% 21339347 59.72% 12448757 34.83%
  GLM 392093 1.09% 18619115 52.06% 16747625 46.84%
  GAM 1998060 5.58% 14410090 40.29% 19350621 54.12%
  BRT - - 19848746 55.50% 15910047 45.50%
  CART 2927952 8.18% 10543384 29.48% 22287472 62.33%
MM        
  RF 52833 0.14% 4515188 12.63% 31164039 87.21%
  GLM - - 2462414 6.88% 33296429 93.11%
  GAM 2553263 7.14% 8523604 23.83% 24681893 69.02%
  BRT - - 1585508 4.43% 34173334 95.56%
  CART 3484035 9.73% 8997875 25.16% 23276918 65.10%
HT        
  RF 40051 0.11% 2938465 8.22% 32753537 91.66%
  GLM 2995408 8.37% 12236867 34.22% 20526498 57.40%
  GAM 2821951 7.89% 9261979 25.90% 23674844 66.20%
  BRT - - 2089083 5.84% 33669716 94.15%
  CART 816949 2.28% 5483838 15.33% 29457997 82.37%
AF        
  RF - - 6950913 19.45% 28781143 80.54%
  GLM 768657 2.14% 23233406 64.97% 11756815 32.88%
  GAM 5012803 14% 7833518 21.90% 22912471 65%
  BRT - - 18552795 51.88% 17206014 48.12%
  CART 2488681 6.95% 7181425 20.08% 26088729 72.95%
MR        
  RF 166248 0.46% 1639611 4.58% 33926212 94.94%
  GLM 205012 0.57% 5621223 15.71% 29932597 83.70%
  GAM 1014423 2.83% 4741341 13.25% 30003099 83.92%
  BRT - - 906939 2.53% 34851885 97.47%
  CART 293212 0.81% 21950422 61.38% 13515205 37.97%