A global hybrid tropical cyclone risk model based upon statistical and coupled climate models - Supporting figures and data
收藏资源简介:
<strong>Introduction</strong> This contribution consists of 1) supporting figures and 2) supporting data for the submitted manuscript "A Global Hybrid Tropical Cyclone Risk Model based upon Statistical and Coupled Climate Models." Supporting figures are presented in two interactive HTML documents. The supporting datasets contain tropical cyclone event sets, catalogs, and an example analysis that plots summaries of the simulated catalogs and compares them to historical observations. All files are provided for the 400 ensemble members (event sets) that represent climate model years 1981-2020 (40 years) from the first 10 CESM-LE members. <strong>Contents</strong> ./Catalog/sim_650 Tropical cyclone annual catalog for each basin based on the CESM-LE distribution of ENSO phases. 650 simulations are provided for each of 400 event sets. Each file contains the catalog for a single basin and is written as catalog_tc_(BASIN)_sim650_my400_nbinom_condmeanensojma.csv., where BASIN can be NA, EP, WP, NI, SI, SP. ./Documentation TCMODEL_UQAM_EXAMPLE.html: Analysis script showing example of use of the tropical cyclone catalogs and comparison to historical observations. UQAM_TC_Model_Data_Supplement_Dictionary.xlsx: Data dictionary of all data supplement file contents. ./IBTRACS Summary of IBTrACS data required in the analysis script. ./TrajectoryBanks Contains subdirectories for each basin (EP, NAT, NI, SI, SP, WP) Each subdirectory contains several files summarizing the event sets, or banks, of tropical cyclone trajectories.
**引言** 本补充材料包含两项内容:1)已投稿论文"基于统计与耦合气候模型的全球混合热带气旋风险模型"的配套图表;2)配套数据集。配套图表以两份交互式HTML文档形式呈现。配套数据集涵盖热带气旋事件集、目录集,以及一份示例分析脚本,该脚本可绘制模拟目录的汇总结果,并将其与历史观测数据进行对比。所有文件均对应400个集合成员(即事件集),这些成员代表了基于前10个CESM-LE(社区地球系统模型大集合,Community Earth System Model Large Ensemble)成员开展的1981年至2020年(共40年)的气候模型模拟结果。 **内容说明** 1. `./Catalog/sim_650`:基于ENSO(厄尔尼诺南方涛动,El Niño-Southern Oscillation)相位CESM-LE分布的各海盆热带气旋年度目录。400个事件集中的每个事件集均提供650次模拟结果。每个文件仅包含单个海盆的目录,文件命名格式为`catalog_tc_(BASIN)_sim650_my400_nbinom_condmeanensojma.csv`,其中BASIN的可选取值为NA、EP、WP、NI、SI、SP。 2. `./Documentation`: - `TCMODEL_UQAM_EXAMPLE.html`:用于展示热带气旋目录使用方法并与历史观测数据开展对比的分析脚本示例; - `UQAM_TC_Model_Data_Supplement_Dictionary.xlsx`:涵盖所有配套数据文件内容的数据字典。 3. `./IBTRACS`:分析脚本所需的IBTrACS(国际气候管理最佳路径档案,International Best Track Archive for Climate Stewardship)数据汇总文件。 4. `./TrajectoryBanks`:包含各海盆(EP、NAT、NI、SI、SP、WP)对应的子目录,每个子目录内均包含多个文件,用于汇总热带气旋轨迹的事件集(或称轨迹库)。



