Ranked members - Cos et al. 2024 - Near-Term Mediterranean Summer Temperature Climate Projections: A Comparison of Constraining Methods

Reference journal article: 

Cos, P., Marcos-Matamoros, R., Donat, M., Mahmood, R., & Doblas-Reyes, F. J. (2024). Near-Term Mediterranean Summer Temperature Climate Projections: A Comparison of Constraining Methods. Journal of Climate, 37(17), 4367-4388. https://doi.org/10.1175/JCLI-D-23-0494.1

Example of code to read the YAML files:

#######################################
################## R ##################
#######################################

# install.packages("yaml")
library(yaml)
file <- 'RankedMembers_accumyears9_constraintregionGlobal_ensemble209.yaml'
member_list <- yaml.load_file(file)
print(member_list[['s1970']][1:30]) # to get the best 30 members for the start date 1970

#######################################
################ Python ###############
#######################################

# pip install pyyaml
import yaml
file = 'RankedMembers_accumyears9_constraintregionGlobal_ensemble209.yaml'
with open(file, "r") as f:
member_list = yaml.safe_load(f)
print(member_list['s1970'][0:30]) # to get the best 30 members for the start date 1970