Datasets for Health Impacts of Future Prescribed Fire Smoke: Considerations from an Exposure Scenario in California

Required data to prepare and execute analysis of the data included in this published study. This includes (1) mapping daily mean exposure of total ambient, WF, RX, and fRx PM2.5; (2) calculating annual person-days of exposure; (3) calculating and mapping the fraction of population exposure (in person-days) in the Historical Period (2008-2016) &amp; Future Rx Scenario; (4) calculating the fraction of PM2.5-attributed cardiorespiratory emergency department (ED) visits by HYSPLIT-modeled PM2.5 smoke strata (μg/m3) in California; (5) calculating and plotting average daily PM2.5-attributed burden rates for cardiorespiratory emergency department (ED) visits by HYSPLIT-modeled PM2.5 smoke strata (μg/m3); (6) estimating annual prescribed fire smoke-attributed cardiorespiratory burden rates per 100,000 persons in the Historical Period (2008-2016), Future Prescribed Fire Scenario, and mapping the change in annual prescribed fire-related burden rates between the Historical Period and Future Scenario.Please note, raw health data is not provided due to confidentiality of personal health information used for research. Aggregated estimates of PM2.5-attributed ED visit counts and rates per 100,000 are provided by strata of smoke PM2.5.<br>Data documentation ReadMe files for data and R scripts are provided. See:1.) HYSPLIT_Exposure.README2.) HYSPLIT_Future_Rx_Exp.README3.) PHIRE_Rx_Impacts_README_v2<br>For original HYSPLIT Smoke Modeling datasets, see Kramer et al. (2023) published on Zenodo.Kramer, Samantha J., Huang, ShihMing, McClure, Crystal D., Chaveste, Melissa R., &amp; Lurmann, Fred. (2023). Projected Smoke Impacts from Increased Prescribed Fire Activity (PHIRE) Smoke Modeling Datasets (Version v1) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.7535621<br>Publication Citation:Rosenberg,A., Hoshiko,S., Buckman,J. R., Yeomans,K. R., Hayashi,T., Kramer,S. J., et al. (2024). Health impacts of future prescribed fire smoke: Considerations from an exposure scenario in California. <i>Earth's Future</i>, 12, e2023EF003778. https://doi.org/10.1029/2023EF003778

本数据集用于筹备并执行本已发表研究中的数据解析工作，具体涵盖以下内容：
(1) 绘制总环境、WF、RX及fRx PM2.5的日均暴露量空间分布图；
(2) 计算年度暴露人日数；
(3) 计算并绘制历史时期（2008-2016年）与未来RX情景下，人群暴露占比（以人日为单位）的空间分布情况；
(4) 基于HYSPLIT模型模拟的加利福尼亚州PM2.5烟雾分层浓度（单位：μg/m³），计算PM2.5相关心肺疾病急诊（Emergency Department，ED）就诊占比；
(5) 基于HYSPLIT模型模拟的PM2.5烟雾分层浓度（单位：μg/m³），计算并绘制心肺疾病急诊的日均PM2.5相关疾病负担率平均值；
(6) 分别估算历史时期（2008-2016年）、未来计划烧除情景下，每10万人中由计划烧除烟雾导致的年度心肺疾病负担率，并绘制历史时期与未来情景间年度计划烧除相关疾病负担率的变化分布图。

请注意，由于研究所使用的个人健康信息涉及保密要求，未提供原始健康数据。本数据集仅提供按PM2.5烟雾分层统计的PM2.5相关ED就诊人数及每10万人发病率的汇总估算值。

随数据集附带数据与R脚本的说明文档ReadMe文件，具体如下：
1. HYSPLIT_Exposure.README
2. HYSPLIT_Future_Rx_Exp.README
3. PHIRE_Rx_Impacts_README_v2

如需获取原始HYSPLIT烟雾建模数据集，请参考Kramer等人（2023年）发表于Zenodo平台的数据集：
Kramer, Samantha J., Huang, ShihMing, McClure, Crystal D., Chaveste, Melissa R., & Lurmann, Fred. (2023). 计划烧除活动增加导致的烟雾影响预测（PHIRE）烟雾建模数据集（版本v1）[数据集]. Zenodo. https://doi.org/10.5281/zenodo.7535621

本研究引用信息：
Rosenberg,A., Hoshiko,S., Buckman,J. R., Yeomans,K. R., Hayashi,T., Kramer,S. J., et al. (2024). 未来计划烧除烟雾的健康影响：来自加利福尼亚州暴露情景的思考. *地球的未来（Earth's Future）*, 12, e2023EF003778. https://doi.org/10.1029/2023EF003778