Scribd
Upload
4 views5 pages

Choose GC Mok

The document presents a series of outputs related to selected Global Climate Models (GCMs) and their corresponding best mean differences and global means for varying values of K from 0 to 12. The global mean remains constant at 212.3719, while the best mean difference fluctuates with different K values, indicating changes in model selection. The selected GCMs vary with each K, showcasing a diverse range of climate models used in the analysis.

Uploaded by

eyalconsultas7
Copyright
© © All Rights Reserved
We take content rights seriously. If you suspect this is your content, claim it here.
Available Formats
Download as PDF, TXT or read online on Scribd
4 views5 pages

Choose GC Mok

The document presents a series of outputs related to selected Global Climate Models (GCMs) and their corresponding best mean differences and global means for varying values of K from 0 to 12. The global mean remains constant at 212.3719, while the best mean difference fluctuates with different K values, indicating changes in model selection. The selected GCMs vary with each K, showcasing a diverse range of climate models used in the analysis.

Uploaded by

eyalconsultas7
Copyright
© © All Rights Reserved
We take content rights seriously. If you suspect this is your content, claim it here.
Available Formats
Download as PDF, TXT or read online on Scribd
You are on page 1/ 5

K= NULL

> print(selected_gcms)
[1] "ACCESS-CM2_85/wc2.1_2.5m_bioc_ACCESS-CM2_ssp585_2041-2060"
[2] "FIO-ESM-2-0_85/wc2.1_2.5m_bioc_FIO-ESM-2-0_ssp585_2041-2060"
[3] "UKESM1-0-LL_85/wc2.1_2.5m_bioc_UKESM1-0-LL_ssp585_2041-2060"
[4] "IPSL_85/wc2.1_2.5m_bioc_IPSL-CM6A-LR_ssp585_2041-2060"
> print(best_mean_diff)
[1] 0.002969203
> print(global_mean)
[1] 212.3719
K=3
> print(selected_gcms)
[1] "EC-Earth3-Veg_85/wc2.1_2.5m_bioc_EC-Earth3-Veg_ssp585_2041-2060"
[2] "FIO-ESM-2-0_85/wc2.1_2.5m_bioc_FIO-ESM-2-0_ssp585_2041-2060"
[3] "INM-CM5-0_85/wc2.1_2.5m_bioc_INM-CM5-0_ssp585_2041-2060"
> print(best_mean_diff)
[1] 0.1650226
> print(global_mean)
[1] 212.3719

K =4
> print(selected_gcms)
[1] "ACCESS-CM2_85/wc2.1_2.5m_bioc_ACCESS-CM2_ssp585_2041-2060"
[2] "FIO-ESM-2-0_85/wc2.1_2.5m_bioc_FIO-ESM-2-0_ssp585_2041-2060"
[3] "UKESM1-0-LL_85/wc2.1_2.5m_bioc_UKESM1-0-LL_ssp585_2041-2060"
[4] "IPSL_85/wc2.1_2.5m_bioc_IPSL-CM6A-LR_ssp585_2041-2060"
> print(best_mean_diff)
[1] 0.002969203
> print(global_mean)
[1] 212.3719

K =5
> print(selected_gcms)
[1] "ACCESS-CM2_85/wc2.1_2.5m_bioc_ACCESS-CM2_ssp585_2041-2060"
[2] "GISS-E2-1-G_85/wc2.1_2.5m_bioc_GISS-E2-1-G_ssp585_2041-2060"
[3] "UKESM1-0-LL_85/wc2.1_2.5m_bioc_UKESM1-0-LL_ssp585_2041-2060"
[4] "EC-Earth3-Veg_85/wc2.1_2.5m_bioc_EC-Earth3-Veg_ssp585_2041-2060"
[5] "CMCC-ESM2_85/wc2.1_2.5m_bioc_CMCC-ESM2_ssp585_2041-2060"
> print(best_mean_diff)
[1] 0.00672629
> print(global_mean)
[1] 212.3719

K =6
> print(selected_gcms)
[1] "ACCESS-CM2_85/wc2.1_2.5m_bioc_ACCESS-CM2_ssp585_2041-2060"
[2] "FIO-ESM-2-0_85/wc2.1_2.5m_bioc_FIO-ESM-2-0_ssp585_2041-2060"
[3] "UKESM1-0-LL_85/wc2.1_2.5m_bioc_UKESM1-0-LL_ssp585_2041-2060"
[4] "IPSL_85/wc2.1_2.5m_bioc_IPSL-CM6A-LR_ssp585_2041-2060"
[5] "INM-CM5-0_85/wc2.1_2.5m_bioc_INM-CM5-0_ssp585_2041-2060"
[6] "EC-Earth3-Veg_85/wc2.1_2.5m_bioc_EC-Earth3-Veg_ssp585_2041-2060"
> print(best_mean_diff)
[1] 0.01094705
> print(global_mean)
[1] 212.3719

k= 7
> print(selected_gcms)
[1] "EC-Earth3-Veg_85/wc2.1_2.5m_bioc_EC-Earth3-Veg_ssp585_2041-2060"
[2] "HadGEM3-GC31-LL_85/wc2.1_2.5m_bioc_HadGEM3-GC31-LL_ssp585_2041-2060"
[3] "UKESM1-0-LL_85/wc2.1_2.5m_bioc_UKESM1-0-LL_ssp585_2041-2060"
[4] "MRI-ESM2-0_85/wc2.1_2.5m_bioc_MRI-ESM2-0_ssp585_2041-2060"
[5] "ACCESS-CM2_85/wc2.1_2.5m_bioc_ACCESS-CM2_ssp585_2041-2060"
[6] "GISS-E2-1-G_85/wc2.1_2.5m_bioc_GISS-E2-1-G_ssp585_2041-2060"
[7] "MIROC6_85/wc2.1_2.5m_bioc_MIROC6_ssp585_2041-2060"
> print(best_mean_diff)
[1] 0.01719088
> print(global_mean)
[1] 212.3719
K= 8
> print(selected_gcms)
[1] "ACCESS-CM2_85/wc2.1_2.5m_bioc_ACCESS-CM2_ssp585_2041-2060"
[2] "MPI-ESM1-2-HR_85/wc2.1_2.5m_bioc_MPI-ESM1-2-HR_ssp585_2041-2060"
[3] "UKESM1-0-LL_85/wc2.1_2.5m_bioc_UKESM1-0-LL_ssp585_2041-2060"
[4] "HadGEM3-GC31-LL_85/wc2.1_2.5m_bioc_HadGEM3-GC31-LL_ssp585_2041-2060"
[5] "MRI-ESM2-0_85/wc2.1_2.5m_bioc_MRI-ESM2-0_ssp585_2041-2060"
[6] "CMCC-ESM2_85/wc2.1_2.5m_bioc_CMCC-ESM2_ssp585_2041-2060"
[7] "FIO-ESM-2-0_85/wc2.1_2.5m_bioc_FIO-ESM-2-0_ssp585_2041-2060"
[8] "IPSL_85/wc2.1_2.5m_bioc_IPSL-CM6A-LR_ssp585_2041-2060"
> print(best_mean_diff)
[1] 0.006452499
> print(global_mean)
[1] 212.3719

K= 9
> print(selected_gcms)
[1] "EC-Earth3-Veg_85/wc2.1_2.5m_bioc_EC-Earth3-Veg_ssp585_2041-2060"
[2] "HadGEM3-GC31-LL_85/wc2.1_2.5m_bioc_HadGEM3-GC31-LL_ssp585_2041-2060"
[3] "UKESM1-0-LL_85/wc2.1_2.5m_bioc_UKESM1-0-LL_ssp585_2041-2060"
[4] "MRI-ESM2-0_85/wc2.1_2.5m_bioc_MRI-ESM2-0_ssp585_2041-2060"
[5] "ACCESS-CM2_85/wc2.1_2.5m_bioc_ACCESS-CM2_ssp585_2041-2060"
[6] "GISS-E2-1-G_85/wc2.1_2.5m_bioc_GISS-E2-1-G_ssp585_2041-2060"
[7] "MIROC6_85/wc2.1_2.5m_bioc_MIROC6_ssp585_2041 -2060"
[8] "IPSL_85/wc2.1_2.5m_bioc_IPSL-CM6A-LR_ssp585_2041-2060"
[9] "INM-CM5-0_85/wc2.1_2.5m_bioc_INM-CM5-0_ssp585_2041-2060"
> print(best_mean_diff)
[1] 0.118992
> print(global_mean)
[1] 212.3719

K=10
> print(selected_gcms)
[1] "ACCESS-CM2_85/wc2.1_2.5m_bioc_ACCESS-CM2_ssp585_2041-2060"
[2] "MPI-ESM1-2-HR_85/wc2.1_2.5m_bioc_MPI-ESM1-2-HR_ssp585_2041-2060"
[3] "UKESM1-0-LL_85/wc2.1_2.5m_bioc_UKESM1-0-LL_ssp585_2041-2060"
[4] "HadGEM3-GC31-LL_85/wc2.1_2.5m_bioc_HadGEM3-GC31-LL_ssp585_2041-2060"
[5] "MRI-ESM2-0_85/wc2.1_2.5m_bioc_MRI-ESM2-0_ssp585_2041-2060"
[6] "CMCC-ESM2_85/wc2.1_2.5m_bioc_CMCC-ESM2_ssp585_2041-2060"
[7] "FIO-ESM-2-0_85/wc2.1_2.5m_bioc_FIO-ESM-2-0_ssp585_2041-2060"
[8] "IPSL_85/wc2.1_2.5m_bioc_IPSL-CM6A-LR_ssp585_2041-2060"
[9] "INM-CM5-0_85/wc2.1_2.5m_bioc_INM-CM5-0_ssp585_2041-2060"
[10] "GISS-E2-1-G_85/wc2.1_2.5m_bioc_GISS-E2-1-G_ssp585_2041-2060"
> print(best_mean_diff)
[1] 0.08706838
> print(global_mean)
[1] 212.3719
K=11

> print(selected_gcms)
[1] "ACCESS-CM2_85/wc2.1_2.5m_bioc_ACCESS-CM2_ssp585_2041-2060"
[2] "MPI-ESM1-2-HR_85/wc2.1_2.5m_bioc_MPI-ESM1-2-HR_ssp585_2041-2060"
[3] "UKESM1-0-LL_85/wc2.1_2.5m_bioc_UKESM1-0-LL_ssp585_2041-2060"
[4] "HadGEM3-GC31-LL_85/wc2.1_2.5m_bioc_HadGEM3-GC31-LL_ssp585_2041-2060"
[5] "MRI-ESM2-0_85/wc2.1_2.5m_bioc_MRI-ESM2-0_ssp585_2041-2060"
[6] "CMCC-ESM2_85/wc2.1_2.5m_bioc_CMCC-ESM2_ssp585_2041-2060"
[7] "FIO-ESM-2-0_85/wc2.1_2.5m_bioc_FIO-ESM-2-0_ssp585_2041-2060"
[8] "IPSL_85/wc2.1_2.5m_bioc_IPSL-CM6A-LR_ssp585_2041-2060"
[9] "INM-CM5-0_85/wc2.1_2.5m_bioc_INM-CM5-0_ssp585_2041-2060"
[10] "GISS-E2-1-G_85/wc2.1_2.5m_bioc_GISS-E2-1-G_ssp585_2041-2060"
[11] "EC-Earth3-Veg_85/wc2.1_2.5m_bioc_EC-Earth3-Veg_ssp585_2041-2060"
> print(best_mean_diff)
[1] 0.4414323
> print(global_mean)
[1] 212.3719

K=12
> print(selected_gcms)
[1] "BCC_85/wc2.1_2.5m_bioc_BCC-CSM2-MR_ssp585_2041-2060"
[2] "HadGEM3-GC31-LL_85/wc2.1_2.5m_bioc_HadGEM3-GC31-LL_ssp585_2041-2060"
[3] "UKESM1-0-LL_85/wc2.1_2.5m_bioc_UKESM1-0-LL_ssp585_2041-2060"
[4] "ACCESS-CM2_85/wc2.1_2.5m_bioc_ACCESS-CM2_ssp585_2041-2060"
[5] "MRI-ESM2-0_85/wc2.1_2.5m_bioc_MRI-ESM2-0_ssp585_2041-2060"
[6] "MIROC6_85/wc2.1_2.5m_bioc_MIROC6_ssp585_2041-2060"
[7] "GISS-E2-1-G_85/wc2.1_2.5m_bioc_GISS-E2-1-G_ssp585_2041-2060"
[8] "FIO-ESM-2-0_85/wc2.1_2.5m_bioc_FIO-ESM-2-0_ssp585_2041-2060"
[9] "CMCC-ESM2_85/wc2.1_2.5m_bioc_CMCC-ESM2_ssp585_2041-2060"
[10] "IPSL_85/wc2.1_2.5m_bioc_IPSL-CM6A-LR_ssp585_2041-2060"
[11] "MPI-ESM1-2-HR_85/wc2.1_2.5m_bioc_MPI-ESM1-2-HR_ssp585_2041-2060"
[12] "INM-CM5-0_85/wc2.1_2.5m_bioc_INM-CM5-0_ssp585_2041-2060"
> print(best_mean_diff)
[1] 0.5188506
> print(global_mean)
[1] 212.3719

K=13
> print(selected_gcms)
[1] "ACCESS-CM2_85/wc2.1_2.5m_bioc_ACCESS-CM2_ssp585_2041-2060"
[2] "BCC_85/wc2.1_2.5m_bioc_BCC-CSM2-MR_ssp585_2041-2060"
[3] "INM-CM5-0_85/wc2.1_2.5m_bioc_INM-CM5-0_ssp585_2041-2060"
[4] "MPI-ESM1-2-HR_85/wc2.1_2.5m_bioc_MPI-ESM1-2-HR_ssp585_2041-2060"
[5] "EC-Earth3-Veg_85/wc2.1_2.5m_bioc_EC-Earth3-Veg_ssp585_2041-2060"
[6] "FIO-ESM-2-0_85/wc2.1_2.5m_bioc_FIO-ESM-2-0_ssp585_2041-2060"
[7] "GISS-E2-1-G_85/wc2.1_2.5m_bioc_GISS-E2-1-G_ssp585_2041-2060"
[8] "UKESM1-0-LL_85/wc2.1_2.5m_bioc_UKESM1-0-LL_ssp585_2041-2060"
[9] "MIROC6_85/wc2.1_2.5m_bioc_MIROC6_ssp585_2041-2060"
[10] "IPSL_85/wc2.1_2.5m_bioc_IPSL-CM6A-LR_ssp585_2041-2060"
[11] "CMCC-ESM2_85/wc2.1_2.5m_bioc_CMCC-ESM2_ssp585_2041-2060"
[12] "HadGEM3-GC31-LL_85/wc2.1_2.5m_bioc_HadGEM3-GC31-LL_ssp585_2041-2060"
[13] "MRI-ESM2-0_85/wc2.1_2.5m_bioc_MRI-ESM2-0_ssp585_2041-2060"
> print(best_mean_diff)
[1] 0
> print(global_mean)
[1] 212.3719
Tabela de Resultados Comparativos
k best_mean_diff Eficiência (%) Performance Recomendação
3 0.1650 99.922% ⚠️ Aceitável Muito poucos GCMs
4 0.0030 99.9986% ✅ EXCELENTE ÓTIMO
5 0.0067 99.997% ✅ Excelente Muito bom
6 0.0109 99.995% ✅ Excelente Bom
7 0.0172 99.992% ✅ Muito bom Aceitável
8 0.0065 99.997% ✅ Excelente Bom (mas complexo)
9 0.1190 99.944% ⚠️ Aceitável Performance irregular
10 0.0871 99.959% ⚠️ Aceitável Performance irregular
11 0.4414 99.792% ❌ Ruim Performance degradada
12 0.5189 99.756% ❌ Ruim Performance degradada
13 0.0000 100.000% ✅ Perfeito* Todos os GCMs (sem redução)

You might also like