气候变化领域集成服务门户(CCPortal): Estimating the daily pollen concentration in the atmosphere using machine learning and NEXRAD weather radar data

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DOI	10.1007/s10661-019-7542-9
	Estimating the daily pollen concentration in the atmosphere using machine learning and NEXRAD weather radar data
	Zewdie, Gebreab K.; Lary, David J.; Liu, Xun; Wu, Daji; Levetin, Estelle
发表日期	2019-07-01
ISSN	0167-6369
EISSN	1573-2959
卷号	191 期号:7
英文摘要	Millions of people have an allergic reaction to pollen. The impact of pollen allergies is on the rise due to increased pollen levels caused by global warming and the spread of highly invasive weeds. The production, release, and dispersal of pollen depend
关键词	Pollen NEXRAD Weather Machine learning Neural network Random forest Environmental public health
学科领域	Environmental Sciences
语种	英语
WOS记录号	WOS:000470677200005
来源期刊	ENVIRONMENTAL MONITORING AND ASSESSMENT
文献类型	期刊论文
条目标识符	http://gcip.llas.ac.cn/handle/2XKMVOVA/83494
作者单位	Univ Texas Dallas, William B Hanson Ctr Space Sci, Richardson, TX 75080 USA
推荐引用方式 GB/T 7714	Zewdie, Gebreab K.,Lary, David J.,Liu, Xun,et al. Estimating the daily pollen concentration in the atmosphere using machine learning and NEXRAD weather radar data[J],2019,191(7).
APA	Zewdie, Gebreab K.,Lary, David J.,Liu, Xun,Wu, Daji,&Levetin, Estelle.(2019).Estimating the daily pollen concentration in the atmosphere using machine learning and NEXRAD weather radar data.ENVIRONMENTAL MONITORING AND ASSESSMENT,191(7).
MLA	Zewdie, Gebreab K.,et al."Estimating the daily pollen concentration in the atmosphere using machine learning and NEXRAD weather radar data".ENVIRONMENTAL MONITORING AND ASSESSMENT 191.7(2019).