This research project was initiated to investigate and predict wildfire risk under climate change through a comparative analysis of two different wildfire indices, based on the Coupled Model Intercomparison Project Phase 6 multi-model ensemble. This dataverse will store the source codes applied to calculate the wildfire indices and to conduct the machine learning analysis.
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1 to 10 of 10 Results
_beeswarm.py
Mar 18, 2024 - Codes for machine learning and Shapley value analysis
Python Source Code - 44.3 KB - MD5: 95f77842584d6e194edc3fd54225121e
Ensemble_global_shap_analysis.py
Mar 18, 2024 - Codes for machine learning and Shapley value analysis
Python Source Code - 7.1 KB - MD5: de87681988f9e11cf6a67e3710a1d5df
_scatter.py
Mar 18, 2024 - Codes for machine learning and Shapley value analysis
Python Source Code - 34.9 KB - MD5: ecf526403dc904c321a6c15e52426b6a
Factor_dominance_shap_analysis.py
Mar 15, 2024 - Codes for machine learning and Shapley value analysis
Python Source Code - 2.6 KB - MD5: 48a19eb170ddcbf0b891aa64dc06358b
point_shap_ffdi_bar_plot.py
Mar 15, 2024 - Codes for machine learning and Shapley value analysis
Python Source Code - 5.4 KB - MD5: 1a0fc7eab52989ff694281df4f4d781c
point_shap_ffdi.py
Mar 15, 2024 - Codes for machine learning and Shapley value analysis
Python Source Code - 6.7 KB - MD5: bba342d728bd7bb0a369eda9a71fac8f
point_shap_fwi_bar_plot.py
Mar 15, 2024 - Codes for machine learning and Shapley value analysis
Python Source Code - 5.4 KB - MD5: b28274ad1801a31b76a448f3ae27ba48
point_shap_fwi.py
Mar 15, 2024 - Codes for machine learning and Shapley value analysis
Python Source Code - 6.7 KB - MD5: 27579b79c257e3e67f1df5828476db63
Source_code_cffwi.py
Mar 15, 2024 - Codes for generating FFDI and FWI
Python Source Code - 58.9 KB - MD5: 85d48988c3775dc1ece0878d027db12d
Source_code_ffdi.py
Mar 15, 2024 - Codes for generating FFDI and FWI
Python Source Code - 13.1 KB - MD5: 59d339eb0a2a02674df1d97f5fc9a48e
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