Improvement of satellite-based rainfall product CHIRPS in estimating rainfall erosivity on the Loess Plateau
文献类型：期刊论文
| 作者 | Zeng, Wenying2; Ding, Xiaotong2; Sun, Wenyi1,3,4; Mu, Xingmin1,3 |
| 刊名 | LAND DEGRADATION & DEVELOPMENT
 |
| 出版日期 | 2023-06-14 |
| 页码 | 12 |
| ISSN号 | 1085-3278 |
| 关键词 | CHIRPS rainfall erosivity satellite-based rainfall product the Loess Plateau |
| DOI | 10.1002/ldr.4790 |
| 通讯作者 | Sun, Wenyi(sunwy@ms.iswc.ac.cn) |
| 英文摘要 | Satellite-based rainfall products have great potential for estimating rainfall erosivity, as they can provide continuous spatiotemporal distribution of precipitation estimates over large areas, especially for monitoring in areas with complex terrain and extreme climates. This paper uses the daily rainfall derived from the satellite-based CHIRPS product on the GEE platform and Zhang's daily rainfall erosivity model to calculate the rainfall erosivity on the Loess Plateau during the period of 1981-2020. The accuracy of rainfall erosivity for the CHIRPS product is evaluated by comparing the results to estimates from national meteorological stations, and then the calculation formula of rainfall erosivity is optimized to improve the accuracy of rainfall erosivity based on CHIRPS products. The results show that the annual average rainfall of the CHIRPS product at the locations of national meteorological stations in 1981-2020 is 473.7 mm, which is 6.8% higher than that observed by the meteorological stations. The multi-year average value of daily rainfall and the yearly average rainfall both for days with rainfall larger than or equal to 12 mm are 15.9% and 18.2% greater than those of the meteorological stations, respectively, and eventually resulting in an overestimation of rainfall erosivity on the Loess Plateau by 44.0%. The annual mean rainfall erosivity interpolated based on meteorological stations and calculated from the gridded CHIRPS product in 1981-2020 is 1344.2 MJ center dot mm/(hm(2)center dot h) and 2013.7 MJ center dot mm/(hm(2)center dot h), respectively. This result suggests that rainfall erosivity estimated by gridded CHIRPS product is overestimated by 49.8%, of which 46.1% is due to the overestimation of erosive rainfall in gridded CHIRPS and 3.7% is caused by site density and interpolation. Satellite-based CHIRPS product is similar to the observations of meteorological stations in total rainfall and trends, but differs in rainfall frequency and intensity, which is an important reason for the difference in rainfall erosivity between satellite-based rainfall products and meteorological stations. The CHIRPS-based rainfall erosivity calculated using the optimized parameters reduces the overestimation from 49.8% to 3.2%, greatly reducing the satellite-based rainfall erosivity estimation error. |
| WOS关键词 | RIVER-BASIN ; PRECIPITATION ; CHINA |
| 资助项目 | National Key Research and Development Program[2022YFC3201702] ; National Natural Science Foundation of China[42177328] |
| WOS研究方向 | Environmental Sciences & Ecology ; Agriculture |
| 语种 | 英语 |
| 出版者 | WILEY |
| WOS记录号 | WOS:001004229800001 |
| 资助机构 | National Key Research and Development Program ; National Natural Science Foundation of China |
| 源URL | [http://ir.igsnrr.ac.cn/handle/311030/194789]  |
| 专题 | 中国科学院地理科学与资源研究所 |
| 通讯作者 | Sun, Wenyi |
| 作者单位 | 1.Northwest A&F Univ, Inst Soil & Water Conservat, State Key Lab Soil Eros & Dryland Farming Loess Pl, Yangling, Peoples R China 2.Northwest A&F Univ, Coll Water Resources & Architectural Engn, Yangling, Peoples R China 3.Chinese Acad Sci & Minist Water Resources, Inst Soil & Water Conservat, Yangling, Peoples R China 4.Northwest A&F Univ, Inst Soil & Water Conservat, Xinong Rd 26, Yangling 712100, Shaanxi, Peoples R China |
| 推荐引用方式 GB/T 7714 | Zeng, Wenying,Ding, Xiaotong,Sun, Wenyi,et al. Improvement of satellite-based rainfall product CHIRPS in estimating rainfall erosivity on the Loess Plateau[J]. LAND DEGRADATION & DEVELOPMENT,2023:12. |
| APA | Zeng, Wenying,Ding, Xiaotong,Sun, Wenyi,&Mu, Xingmin.(2023).Improvement of satellite-based rainfall product CHIRPS in estimating rainfall erosivity on the Loess Plateau.LAND DEGRADATION & DEVELOPMENT,12. |
| MLA | Zeng, Wenying,et al."Improvement of satellite-based rainfall product CHIRPS in estimating rainfall erosivity on the Loess Plateau".LAND DEGRADATION & DEVELOPMENT (2023):12. |
入库方式： OAI收割
来源：地理科学与资源研究所
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