Coupled estimation of global 500m daily aerodynamic roughness length, zero-plane displacement height and canopy height
文献类型：期刊论文
| 作者 | Peng, Zhong2,4; Tang, Ronglin4; Liu, Meng; Jiang, Yazhen4; Li, Zhao-Liang |
| 刊名 | AGRICULTURAL AND FOREST METEOROLOGY
 |
| 出版日期 | 2023-11-15 |
| 卷号 | 342页码:109754 |
| 关键词 | Aerodynamic roughness length Zero -plane displacement height Canopy height Balanced random forest Lidar |
| DOI | 10.1016/j.agrformet.2023.109754 |
| 产权排序 | 1 |
| 文献子类 | Article |
| 英文摘要 | Aerodynamic roughness length (z0m) and zero-plane displacement height (d), highly related to canopy height (h), are pivotal parameters to characterize the exchange of momentum, heat and water between the land and atmosphere and widely used in many remotely sensed evapotranspiration models, hydrological models and land surface models. In this study, we developed a practical method for coupled estimates of global 500 m daily z0m, d and h by combining the measurements over 2000-2019 at 271 sites worldwide, collocated remote sensing and reanalysis datasets, an optimized scheme, balanced random forest (BRF) and wind profile equation. The h estimated by the optimization (Opt) scheme, in comparison to that by five classical schemes, was in the highest agreement with the dynamic observations at 109 of 271 sites, with a root mean square error (RMSE) of 1.14 m (varying between 0.17 m and 2.58 m over different vegetated surfaces) and a coefficient of determination (R2) of 0.99. Meanwhile, the validation of h estimated by the BRF model against the inferred h at 271 sites and the Lidarbased observations showed an RMSE of 0.13 m - 4.84 m and an R2 of 0.79 - 0.95 over different vegetated land cover types. The z0m estimated by combining the BRF model and the Opt scheme presented a similar global spatial distribution compared to the CFSv2 and ERA5 products in 2019, with the estimated z0m exhibiting the greatest temporal-spatial variability. Moreover, the estimated z0m was more similar in magnitude to the ERA5 product but lower than the CFSv2 product. The generated d product showed similar spatial distribution and temporal-spatial variability to the z0m estimates, but was about 4 to 15 times larger than z0m in magnitude. This study could benefit the improvement of simulation of turbulent flux transfer between the land and atmosphere. |
| WOS关键词 | VEGETATION ; MODEL ; EVAPOTRANSPIRATION ; SCALE ; FLUX ; SOIL |
| WOS研究方向 | Agriculture ; Forestry ; Meteorology & Atmospheric Sciences |
| WOS记录号 | WOS:001092555600001 |
| 源URL | [http://ir.igsnrr.ac.cn/handle/311030/199462]  |
| 专题 | 资源与环境信息系统国家重点实验室_外文论文 |
| 作者单位 | 1.Henan Polytech Univ, Sch Surveying & Land Informat Engn, Jiaozuo 454000, Peoples R China 2.Chinese Acad Agr Sci, Inst Agr Resources & Reg Planning, State Key Lab Efficient Utilizat Arid & Semiarid A, Beijing 100081, Peoples R China 3.Univ Chinese Acad Sci, Beijing 100049, Peoples R China 4.Chinese Acad Sci, State Key Lab Resources & Environm Informat Syst, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R China |
| 推荐引用方式 GB/T 7714 | Peng, Zhong,Tang, Ronglin,Liu, Meng,et al. Coupled estimation of global 500m daily aerodynamic roughness length, zero-plane displacement height and canopy height[J]. AGRICULTURAL AND FOREST METEOROLOGY,2023,342:109754. |
| APA | Peng, Zhong,Tang, Ronglin,Liu, Meng,Jiang, Yazhen,&Li, Zhao-Liang.(2023).Coupled estimation of global 500m daily aerodynamic roughness length, zero-plane displacement height and canopy height.AGRICULTURAL AND FOREST METEOROLOGY,342,109754. |
| MLA | Peng, Zhong,et al."Coupled estimation of global 500m daily aerodynamic roughness length, zero-plane displacement height and canopy height".AGRICULTURAL AND FOREST METEOROLOGY 342(2023):109754. |
入库方式： OAI收割
来源：地理科学与资源研究所
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