
Zheng Duan
Universitetslektor

Mapping diurnal cycles of precipitation over China through clustering
Författare
Summary, in English
The diurnal cycle of precipitation is a fundamental mode of climatic variability. Based on an hourly 0.1° × 0.1° gauge-satellite merged precipitation dataset, which is provided by the China Meteorological Data Service Center, this study used the K-means clustering algorithm to map the diurnal cycles of precipitation in summer over China. The obtained maps can objectively delineate irregular regions with similar patterns of diurnal cycles, and many of these regions resemble large-scale geomorphic units such as the North China Plain and the valley of the Yarlung Zangbo River, which verifies the importance of macroterrain for diurnal cycles of precipitation. In addition to total precipitation, precipitation events with different durations, which are often related to different types of precipitation (e.g., convective precipitation and stratiform precipitation), were analyzed separately. Compared with the previous studies using predefined region boundaries, the main advantage of this study is that the obtained maps can show more spatial details, through which we can get intuitive and in-depth understandings of the regional characteristics and spatial patterns of the diurnal cycles of precipitation over China.
Avdelning/ar
- MERGE: ModElling the Regional and Global Earth system
- Institutionen för naturgeografi och ekosystemvetenskap
Publiceringsår
2021
Språk
Engelska
Publikation/Tidskrift/Serie
Journal of Hydrology
Volym
592
Dokumenttyp
Artikel i tidskrift
Förlag
Elsevier
Ämne
- Oceanography, Hydrology, Water Resources
Nyckelord
- Diurnal cycles of precipitation over China
- Precipitation events with different durations
- Summer precipitation
- The K-means clustering algorithm
Aktiv
Published
ISBN/ISSN/Övrigt
- ISSN: 0022-1694