A Bowen ratio-informed method for coordinating the estimates of air-sea turbulent heat fluxes
文献类型：期刊论文
| 作者 | Wang, Yizhe1,2; Tang, Ronglin1,2; Huang, Lingxiao1,2; Liu, Meng1,2; Jiang, Yazhen1,2; Li, Zhao-Liang1,2,3 |
| 刊名 | ENVIRONMENTAL RESEARCH LETTERS
 |
| 出版日期 | 2024-12-01 |
| 卷号 | 19期号:12页码:124080 |
| 关键词 | air-sea interaction turbulent heat flux sensible heat flux latent heat flux Bowen ratio |
| DOI | 10.1088/1748-9326/ad9341 |
| 产权排序 | 1 |
| 文献子类 | Article |
| 英文摘要 | Accurate quantification of turbulent heat fluxes [THF, comprising sensible heat flux (SHF) andlatent heat flux (LHF)] and Bowen ratio (beta, ratio of SHF and LHF) is essential for understandingthe air-sea interaction. However, the biased estimates of SHF and LHF by widely applied bulkaerodynamic models, and the separate estimates of SHF and LHF by data-driven models, both mayresult in unrealistic beta estimates. This study for the first time innovatively proposes a Bowenratio-informed data-driven model (BrTHF) for coordinating the estimations of THF and beta usingthe multivariate random forest (RF) technique and a combination of eddy covariance fluxobservations and meteorological and oceanic observations collected from 53 historical cruises. Theresult shows that the BrTHF model could not only achieve high-accuracy SHF and LHF estimates,but also avoid the outliers of beta estimates that were commonly found in un-synergistic RF andwell-known Coupled Ocean Atmosphere Response Experiment 3.5 models. |
| WOS关键词 | BULK PARAMETERIZATION ; SURFACE-TEMPERATURE ; SENSIBLE HEAT ; IMPACT ; WAVES ; LATENT |
| WOS研究方向 | Environmental Sciences & Ecology ; Meteorology & Atmospheric Sciences |
| WOS记录号 | WOS:001364651500001 |
| 源URL | [http://ir.igsnrr.ac.cn/handle/311030/210451]  |
| 专题 | 资源与环境信息系统国家重点实验室_外文论文 |
| 通讯作者 | Tang, Ronglin |
| 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.Chinese Acad Agr Sci, Inst Agr Resources & Reg Planning, State Key Lab Efficient Utilizat Arid & Semiarid A, Beijing 100081, Peoples R China |
| 推荐引用方式 GB/T 7714 | Wang, Yizhe,Tang, Ronglin,Huang, Lingxiao,et al. A Bowen ratio-informed method for coordinating the estimates of air-sea turbulent heat fluxes[J]. ENVIRONMENTAL RESEARCH LETTERS,2024,19(12):124080. |
| APA | Wang, Yizhe,Tang, Ronglin,Huang, Lingxiao,Liu, Meng,Jiang, Yazhen,&Li, Zhao-Liang.(2024).A Bowen ratio-informed method for coordinating the estimates of air-sea turbulent heat fluxes.ENVIRONMENTAL RESEARCH LETTERS,19(12),124080. |
| MLA | Wang, Yizhe,et al."A Bowen ratio-informed method for coordinating the estimates of air-sea turbulent heat fluxes".ENVIRONMENTAL RESEARCH LETTERS 19.12(2024):124080. |
入库方式： OAI收割
来源：地理科学与资源研究所
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