Performance of air temperature from ERAS-Land reanalysis in coastal urban agglomeration of Southeast China
文献类型:期刊论文
作者 | Zou, Jin1,2; Lu, Ning1,3,4; Jiang, Hou1; Qin, Jun1; Yao, Ling1; Xin, Ying1,2; Su, Fenzhen1 |
刊名 | SCIENCE OF THE TOTAL ENVIRONMENT
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出版日期 | 2022-07-01 |
卷号 | 828页码:13 |
关键词 | Air temperature Error analysis Data accuracy GBA |
ISSN号 | 0048-9697 |
DOI | 10.1016/j.scitotenv.2022.154459 |
通讯作者 | Lu, Ning(lvn@lreis.ac.cn) |
英文摘要 | Near-surface air temperature is an important indicator of climate change and extreme events. ERAS-Land reanalysis products feature liner spatial and temporal resolutions, and have been widely adopted in global climate-related research. However, the performance of ERAS-Land air temperature data in coastal urban agglomerations has received little attention. In this study, a comprehensive evaluation is conducted in the Guangdong-Hong Kong-Macau Greater Bay Area (GSA) using the observations of 1080 automatic weather stations in 2018 as reference. Generally, ERAS-Land underestimates temperature (an average bias of 0.90 degrees C), and performs better at low temperatures than at high temperatures. At the station level, it is observed that the correlation shows a strong positive linear relationship with the distance to the coastline in summer, and that the bias increases with increasing altitude throughout the year. With respect to different land cover types, data accuracy over urban and built-up lands is the lowest. The spatial pattern of ERAS-land is generally consistent with that of stations but relatively poor in urban areas. In addition, ERAS-land properly captures daily and monthly variations, as well as intraday temperature fluctuations. These conclusions provide a reference for the implementation of ERAS-land in coastal urban agglomerations. |
WOS关键词 | SURFACE TEMPERATURE ; SUMMER MONSOON ; CLIMATE ; ENSO |
资助项目 | National Natural Science Foundation of China[41890854] ; National Natural Science Foundation of China[41971312] ; Key Special Project forIntroduced Talents Team of Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou)[GML2019ZD0301] |
WOS研究方向 | Environmental Sciences & Ecology |
语种 | 英语 |
WOS记录号 | WOS:000797292700007 |
出版者 | ELSEVIER |
资助机构 | National Natural Science Foundation of China ; Key Special Project forIntroduced Talents Team of Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou) |
源URL | [http://ir.igsnrr.ac.cn/handle/311030/178421] ![]() |
专题 | 中国科学院地理科学与资源研究所 |
通讯作者 | Lu, Ning |
作者单位 | 1.Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, State Key Lab Resources & Environm Informat Syst, Beijing 100101, Peoples R China 2.Univ Chinese Acad Sci, Beijing 100049, Peoples R China 3.Southern Marine Sci & Engn Guangdong Lab, Guangzhou 511458, Peoples R China 4.Nanjing Normal Univ, Jiangsu Ctr Collaborat Innovat Geog Informat Reso, Nanjing 210023, Peoples R China |
推荐引用方式 GB/T 7714 | Zou, Jin,Lu, Ning,Jiang, Hou,et al. Performance of air temperature from ERAS-Land reanalysis in coastal urban agglomeration of Southeast China[J]. SCIENCE OF THE TOTAL ENVIRONMENT,2022,828:13. |
APA | Zou, Jin.,Lu, Ning.,Jiang, Hou.,Qin, Jun.,Yao, Ling.,...&Su, Fenzhen.(2022).Performance of air temperature from ERAS-Land reanalysis in coastal urban agglomeration of Southeast China.SCIENCE OF THE TOTAL ENVIRONMENT,828,13. |
MLA | Zou, Jin,et al."Performance of air temperature from ERAS-Land reanalysis in coastal urban agglomeration of Southeast China".SCIENCE OF THE TOTAL ENVIRONMENT 828(2022):13. |
入库方式: OAI收割
来源:地理科学与资源研究所
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