Evaluation of IMERG Precipitation Products in the Southeast Costal Urban Region of China

被引:5
|
作者
Lu, Ning [1 ,2 ]
机构
[1] Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R China
[2] Jiangsu Ctr Collaborat Innovat Geog Informat Reso, Nanjing 210023, Peoples R China
基金
中国国家自然科学基金;
关键词
precipitation evaluation; high-density; gauge; IMERG; coastal urban; INTEGRATED MULTISATELLITE RETRIEVALS; GPM SATELLITE PRECIPITATION; HIGH-RESOLUTION SATELLITE; GLOBAL PRECIPITATION; PROFILING ALGORITHM; RAINFALL ESTIMATION; PASSIVE MICROWAVE; ANALYSIS TMPA; TRMM; 3B42; PERFORMANCE;
D O I
10.3390/rs14194947
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The intensification of extreme precipitation has aggravated urban flood disasters, which makes timely and reliable precipitation information urgently needed. As the high-quality and widely used satellite precipitation products, Integrated Multi-satellitE Retrievals for GPM (IMERG), have not been well investigated in coastal urban agglomerations where damages from precipitation-related disasters are more severe. With precipitation measurements from local high-density gauge stations, this study evaluates three IMERG runs (IMERG ER, IMERG LR, and IMERG FR) in the southeast coastal urban region of China. The evaluation shows that the three IMERG products severely overestimate weak precipitation and underestimate heavy precipitation. Among the three runs, the post-corrected IMERG FR does not show a substantial improvement compared to the near-real-time IMERG ER and IMERG LR. The performance of IMERG varies depending on the precipitation pattern and intensity, with the best estimation ability occurring in the coastal urban region in summer and in the northern forests in winter. Due to the year-round urban effect on precipitation variability, IMERG cannot detect precipitation events well in the central high-density urban areas, and has its best detection ability on cultivated lands in summer and forests in winter. Within the urban agglomeration, IMERG shows a poorer performance in areas with higher urbanization levels. Thus, the IMERG products for coastal urban areas need considerable improvements, such as regionalized segmental corrections based on precipitation intensity and the adjustment of short-duration estimates by daily or sub-daily precipitation measurements.
引用
收藏
页数:22
相关论文
共 50 条
  • [31] Evaluation of the GPM-based IMERG and GSMaP precipitation estimates over the Sichuan region
    Zeng, Suikang
    Yong, Bin
    [J]. Dili Xuebao/Acta Geographica Sinica, 2019, 74 (07): : 1305 - 1318
  • [32] Extensive evaluation of IMERG precipitation for both liquid and solid in Yellow River source region
    Meng, Chengcheng
    Mo, Xingguo
    Liu, Suxia
    Hu, Shi
    [J]. ATMOSPHERIC RESEARCH, 2021, 256
  • [33] Evaluation of Three Gridded Precipitation Products in Characterizing Extreme Precipitation over the Hengduan Mountains Region in China
    Dong, Wenchang
    Wang, Genxu
    Guo, Li
    Sun, Juying
    Sun, Xiangyang
    [J]. REMOTE SENSING, 2022, 14 (17)
  • [34] An evaluation of the use of IMERG products for representing drought in a typical rocky karst region experiencing rocky desertification in Guangxi, China
    Gan, Fuwan
    Diao, Xiang
    Tan, Kongrong
    Cao, Guangxu
    Zhang, Yuan
    Zhong, Xianci
    Gao, Yang
    [J]. REMOTE SENSING LETTERS, 2022, 13 (11) : 1100 - 1109
  • [35] A comprehensive validation for GPM IMERG precipitation products to detect extremes and drought over mainland China
    Yu, Linfei
    Leng, Guoyong
    Python, Andre
    [J]. WEATHER AND CLIMATE EXTREMES, 2022, 36
  • [36] Evaluation of 3B42V7 and IMERG daily-precipitation products for a very high-precipitation region in northwestern South America
    Palomino-Angel, Sebastian
    Anaya-Acevedo, Jesus A.
    Botero, Blanca A.
    [J]. ATMOSPHERIC RESEARCH, 2019, 217 : 37 - 48
  • [37] Evaluation of GPM IMERG and error sources for tropical cyclone precipitation over eastern China
    Chen, Fengjiao
    Wang, Rui
    Liu, Peng
    Yu, Lu
    Feng, Yan
    Zheng, Xiaoyi
    Gao, Jinlan
    [J]. JOURNAL OF HYDROLOGY, 2023, 627
  • [38] Performance evaluation of IMERG and TMPA daily precipitation products over CONUS (2000-2019)
    Pirmoradian, Roghayeh
    Hashemi, Hossein
    Fayne, Jessica
    [J]. ATMOSPHERIC RESEARCH, 2022, 279
  • [39] An applicability evaluation of version 05 IMERG precipitation products over a coastal basin located in the tropics with hilly and karst combined Landform, China
    Gan, Fuwan
    Gao, Yang
    Xiao, Liang
    Qin, Lina
    Huang, Yuming
    Zhang, Huaguo
    [J]. INTERNATIONAL JOURNAL OF REMOTE SENSING, 2020, 41 (12) : 4568 - 4587
  • [40] Evaluation of GPM IMERG Satellite Precipitation Products in Event-Based Flood Modeling over the Sunshui River Basin in Southwestern China
    Lyu, Xiaoyu
    Li, Zhanling
    Li, Xintong
    [J]. REMOTE SENSING, 2024, 16 (13)