Abstract
As one of important large-scale systems in south Asia, the Indian summer monsoon (ISM) can affect the moisture budget and cloud processes over the Tibetan Plateau (TP). The influneces of ISM on cloud and precipitation of the Eastern TP (ETP) are discussed via a cloud-resolving model. The outbreak of ISM can activate the moisture transport between TP and the southern ocean in May, which reaches its annual most active period in July. The simulation results show that, compared to a normal ISM year, the moisture transport is intensified in pre-summer and is weakened in a strong ISM year, leading to more pre-summer deep clouds and rainfall. However, a weak ISM year exhibits weak pre-summer moisture transport and active summer moisture transport, resulting in few pre-summer deep clouds and rainfall. The summer moderate cloud cells are reduced in the strong ISM year while are promoted in the weak ISM year, taking responsibility for the summer precipitation variations. The ETP daily maximum precipitation appears at around 21:00 LST and increases after mid-April, reaches its maximum in summer. The model also suggests that the ETP warm season precipitation variation in the strong ISM year is closely related to deep convective cloud (DCC) properties (e.g. frequency and cloud water content). However, deep clouds (cloud depth > 4.0 km) rather than DCC contribute more to the precipitation diurnal variations during June and July in the weak ISM year.
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Data availability
ERA5 and ERA-Interim reanalysis datasets are accessed from the European Centre for Medium-Range Weather Forecasts (ECMWF) at https://cds.climate.copernicus.eu. TRMM precipitation products can be accessed from the NASA Goddard Space Flight Center via https://gpm.nasa.gov/data. CERES data can be accessed via https://ceres.larc.nasa.gov/data/. An application of CN05 data can request permission via https://ccrc.iap.ac.cn/resource/detail?id=228. The model output can be requested via email of the corresponding author (jhchen@nuist.edu.cn).
References
Bao X, Zhang F, Sun J (2011) Diurnal variations of warm-season precipitation east of the Tibetan Plateau over China. Mon Weather Rev 139:2790–2810
Berrisford P, Dee D, Poli P, Brugge R, Fielding M, Fuentes M, Kållberg P, Kobayashi S, Uppala S, Simmons A (2011) The ERA-interim archive Version 2.0. ECMWF. Available online: https://www.ecmwf.int/node/8174. Accessed 2018 Dec 3
Chen B, Xu X-D, Yang S, Zhang W (2012a) On the origin and destination of atmospheric moisture and air mass over the Tibetan Plateau. Theor Appl Climatol 110:423–435
Chen H, Yuan W, Li J, Yu R (2012b) A possible cause for different diurnal variations of warm season rainfall as shown in station observations and TRMM 3B42 data over the southeastern Tibetan Plateau. Adv Atmos Sci 29:193–200
Chen J, Wu X, Yin Y, Huang Q, Xiao H (2017a) Characteristics of cloud systems over the Tibetan Plateau and East China during Boreal Summer. J Climate 30:3117–3137
Chen Y, Fu Y, Xian T, Pan X (2017b) Characteristics of cloud cluster over the steep southern slopes of the Himalayas observed by CloudSat. Int J Climatol 37:4043–4052
Chen B, Zhang W, Yang S, Xu X (2019a) Identifying and contrasting the sources of the water vapor reaching the subregions of the Tibetan Plateau during the wet season. Clim Dynam 53:6891–6907
Chen J, Wu X, Yin Y, Lu C, Xiao H, Huang Q, Deng L (2019b) Thermal Effects of the surface heat flux on cloud systems over the Tibetan Plateau in Boreal Summer. J Climate 32:4699–4714
Chen L, Pryor SC, Wang H, Zhang R (2019c) Distribution and variation of the surface sensible heat flux over the central and eastern Tibetan Plateau: Comparison of station observations and multi-reanalysis products. J Geophy Res Atmos 124:6191–6206
Chen J, Wu X, Yin Y, Lu C (2020) Large-scale circulation environment and microphysical characteristics of the cloud systems over the Tibetan Plateau in Boreal Summer. Earth Space Sci 7:e2020EA001154
Chow KC, Chan JCL (2009) Diurnal variations of circulation and precipitation in the vicinity of the Tibetan Plateau in early summer. Clim Dynam 32:55–73
Clark L, Hall D, Coen L (1996) Source code documentation for the Clark-Hall cloud-scale model code Version g3ch01. NCAR Technical Note, NCAR/TN– 426+STR
Dong W, Lin Y, Wright JS, Ming Y, Xie Y, Wang B, Luo Y, Huang W, Huang J, Wang L, Tian L, Peng Y, Xu F (2016) Summer rainfall over the southwestern Tibetan Plateau controlled by deep convection over the Indian subcontinent. Nat Commun 7:10925
Dong L, Xu X, Zhao T, Ren H (2019) Linkage between moisture transport over the Yangtze River Basin and a critical area of the Tibetan Plateau during the Meiyu. Clim Dynam 53:2643–2662
Feng L, Zhou T (2012) Water vapor transport for summer precipitation over the Tibetan Plateau: Multidata set analysis. J Geophy Res Atmos 117:D20114
Fu Y, Ma Y, Zhong L, Yang Y, Guo X, Wang C, Xu X, Yang K, Xu X, Liu L (2020) Land-surface processes and summer-cloud-precipitation characteristics in the Tibetan Plateau and their effects on downstream weather: a review and perspective. Natl Sci Rev 7:500–515
Fujinami H, Yasunari T (2001) The seasonal and intraseasonal variability of diurnal cloud activity over the Tibetan Plateau. J Meteorol Soc JPN 79:1207–1227
Fujinami H, Nomura S, Yasunari T (2005) Characteristics of diurnal variations in convection and precipitation over the southern Tibetan Plateau during summer. Sola 1:49–52
Ge F, Sielmann F, Zhu X, Fraedrich K, Zhi X, Peng T, Wang L (2017) The link between Tibetan Plateau monsoon and Indian summer precipitation: a linear diagnostic perspective. Clim Dynam 49:4201–4215
Ge J, You Q, Zhang Y (2019) Effect of Tibetan Plateau heating on summer extreme precipitation in eastern China. Atmos Res 218:364–371
Goode PR, Qiu J, Yurchyshyn V, Hickey J, Chu M-C, Kolbe E, Brown CT, Koonin SE (2001) Earthshine observations of the earth's reflectance. Geophy Res Lett 28:1671–1674
Grabowski WW, Wu X, Moncrieff MW (1996) Cloud-resolving modeling of tropical cloud systems during Phase III of GATE. Part I: two-dimensional experiments. J Atmos Sci 53:3684–3709
Guo B, Zhang J, Meng X, Xu T, Song Y (2020) Long-term spatio-temporal precipitation variations in China with precipitation surface interpolated by ANUSPLIN. Sci Rep 10:81
Huffman GJ, Adler RF, Bolvin DT, Gu G, Nelkin EJ, Bowman KP, Hong Y, Stocker EF, Wolff DB (2007) The TRMM multi-satellite precipitation analysis: quasi-global, multi-year, combined-sensor precipitation estimates at fine scale. J Hydrometeor 8:38–55
Jiang X, Ting M (2017) A dipole pattern of summertime rainfall across the indian subcontinent and the Tibetan Plateau. J Climate 30:9607–9620
Kessler E (1969) On the distribution and continuity of water substance in atmospheric circulation. Meteor. Monogr, 32, American Meteor Society, p 84
Koenig LR, Murray FW (1976) Ice-bearing cumulus cloud evolution: numerical simulation and general comparison against observations. J Appl Meteorol 15:747–762
Kuang X, Jiao JJ (2016) Review on climate change on the Tibetan Plateau during the last half century. J Geophys Res Atmos 121:3979–4007
Kukulies J, Chen D, Wang M (2020) Temporal and spatial variations of convection, clouds and precipitation over the Tibetan Plateau from recent satellite observations. Part II: Precipitation climatology derived from global precipitation measurement mission. Intl J Climatol 40:4858–4875
Li Y, Liu X, Chen B (2006) Cloud type climatology over the Tibetan Plateau: a comparison of ISCCP and MODIS/TERRA measurements with surface observations. Geophys Res Lett 33:L17716
Li C, Zuo Q, Xu X, Gao S (2016) Water vapor transport around the Tibetan Plateau and its effect on summer rainfall over the Yangtze River valley. J Meteorol Res 30:472–482
Li J, Chen J, Lu C, Wu X (2020) Impacts of TIPEX‐III rawinsondes on the dynamics and thermodynamics over the Eastern Tibetan Plateau in the boreal summer. J Geophys Res Atmo 125:e2020JD032635
Liu WT, Katsaros KB, Businger JA (1979) Bulk Parameterization of air-sea exchanges of heat and water vapor including the molecular constraints at the interface. J Atmos Sci 36:1722–1735
Liu L, Feng J, Chu R, Zhou Y, Ueno K (2002) The diurnal variation of precipitation in monsoon season in the Tibetan Plateau. Adv Atmos Sci 19:365–378
Liu Z, Tian L, Yao T, Yu W (2008) Seasonal deuterium excess in Nagqu precipitation: influence of moisture transport and recycling in the middle of Tibetan Plateau. Environ Geol 55:1501–1506
Liu T, Chen J, Yang K, Deng L, Guo Z (2023) Impacts of the Indian summer monsoon on the southern boundarywater vapor transport and precipitation over the Tibetan Plateau. Atmosphere 14:20
Luo H, Yanai M (1983) The large-scale circulation and heat sources over the Tibetan Plateau and surrounding areas during the early summer of 1979. Part I: precipitation and kinematic analyses. Mon Wea Rev 111:922–944
Luo H, Yanai M (1984) The large-scale circulation and heat sources over the Tibetan Plateau and surrounding areas during the early summer of 1979. Part II: Heat and moisture budgets. Mon Wea Rev 112:966–989
Luo Y, Zhang R, Qian W, Luo Z, Hu X (2010) Intercomparison of deep convection over the Tibetan Plateau-Asian monsoon region and subtropical North America in Boreal summer using CloudSat/CALIPSO data. J Climate 24:2164–2177
Ma R, Luo Y, Wang H (2018a) Classification and diurnal variations of precipitation echoes observed by a C-band vertically-pointing radar in Central Tibetan Plateau during TIPEX-III 2014-IOP. J Meteorol Res 32:985–1001
Ma Y, Lu M, Chen H, Pan M, Hong Y (2018b) Atmospheric moisture transport versus precipitation across the Tibetan Plateau: A mini-review and current challenges. Atmos Res 209:50–58
Ma Y, Hu Z, Xie Z, Ma W, Wang B, Chen X, Li M et al (2020) A long-term (2005–2016) dataset of hourly integrated land–atmosphere interaction observations on the Tibetan Plateau. Earth Syst Sci Data 12:2937–2957
Neiman PJ, Ralph FM, Wick GA, Lundquist JD, Dettinger MD (2008) Meteorological characteristics and overland precipitation impacts of atmospheric rivers affecting the west coast of North America based on eight years of SSM/I satellite observations. J Hydrometeorol 9:22–47
Ou T, Chen D, Chen X, Lin C, Yang K, Lai H-W, Zhang F (2020) Simulation of summer precipitation diurnal cycles over the Tibetan Plateau at the gray-zone grid spacing for cumulus parameterization. Clim Dynam 54:3525–3539
Pan C, Zhu B, Gao J, Kang H, Zhu T (2019) Quantitative identification of moisture sources over the Tibetan Plateau and the relationship between thermal forcing and moisture transport. Clim Dynam 52:181–196
Pan X, Fu Y (2015) Analysis on climatological characteristics of deep and shallow precipitation cloud in summer over Qinghai-Xizang Plateau. Plateau Meteorol 34(5):1191–1203 (in chinese)
Park H-S, Chiang JCH, Bordoni S (2012) The mechanical impact of the Tibetan Plateau on the seasonal evolution of the South Asian monsoon. J Climate 25:2394–2407
Qie X, Wu X, Yuan T, Bian J, Lu D (2014) Comprehensive pattern of deep convective systems over the Tibetan Plateau-South Asian monsoon region based on TRMM data. J Climate 27:6612–6626
Sato T, Kimura F (2007) How does the Tibetan Plateau affect the transition of Indian monsoon rainfall? Mon Wea Rev 135:2006–2015
Schiemann R, Lüthi D, Schär C (2009) Seasonality and interannual variability of the westerly jet in the Tibetan Plateau Region. J Climate 22:2940–2957
Shang H, Letu H, Nakajima TY, Wang Z, Ma R, Wang T, Lei Y, Ji D, Li S, Shi J (2018) Diurnal cycle and seasonal variation of cloud cover over the Tibetan Plateau as determined from Himawari-8 new-generation geostationary satellite data. Sci Rep 8:1105
Shi Q, Liang S (2014) Surface-sensible and latent heat fluxes over the Tibetan Plateau from ground measurements, reanalysis, and satellite data. Atmos Chem Phys 14:5659–5677
Singh P, Nakamura K (2009) Diurnal variation in summer precipitation over the central Tibetan Plateau. J Geophy Res Atmos 114: D20107
Tian L, Yao T, Numaguti A, Duan K (2001) Relation between stable isotope in monsoon precipitation in southern Tibetan Plateau and moisture transport history. Sci China Series D Earth Sci 44:267-274
Wang B, Fan Z (1999) Choice of South Asian summer monsoon indices. B Am Meteorol Soc 80:629–638
Wang B, Wu R, Lau KM (2001) Interannual variability of the Asian summer monsoon: contrasts between the Indian and the western North Pacific-East Asian monsoons. J Climate 14:4073–4090
Wang X, Pang G, Yang M, Zhao G (2017) Evaluation of climate on the Tibetan Plateau using ERA-Interim reanalysis and gridded observations during the period 1979–2012. Quatern Int 444:76–86
Wang Y, Peng D, Shen M, Xu X, Yang X, Huang W, Yu L, Liu L, Li C, Li X, Zheng S, Zhang H (2020) Contrasting effects of temperature and precipitation on vegetation greenness along elevation gradients of the Tibetan Plateau. Remote Sens 12:2751
Webster PJ, Magaña VO, Palmer TN, Shukla J, Tomas RA, Yanai M, Yasunari T (1998) Monsoons: processes, predictability, and the prospects for prediction. J Geophys Res Oceans 103:14451–14510
Wu J, Gao X (2013) A gridded daily observation dataset over China region and comparison with the other datasets. Chinese J Geophys 56:1102–1111 (in Chinese)
Wu X, Liang X-Z (2005) Radiative effects of cloud horizontal inhomogeneity and vertical overlap identified from a monthlong cloud-resolving model simulation. J Atmos Sci 62:4105–4112
Wu X, Grabowski WW, Moncrieff MW (1998) Long-term behavior of cloud systems in TOGA COARE and their interactions with radiative and surface processes. Part I: Two-dimensional modeling study. J Atmos Sci 55:2693–2714
Wu X, Hall WD, Grabowski WW, Moncrieff MW, Collins WD, Kiehl JT (1999) Long-term behavior of cloud systems in TOGA COARE and Their interactions with radiative and surface processes. Part II: Effects of ice microphysics on cloud-radiation interaction. J Atmos Sci 56:3177–3195
Wu G, Liu Y, Zhang Q, Duan A, Wang T, Wan R, Liu X, Li W, Wang Z, Liang X (2007) The influence of mechanical and thermal forcing by the Tibetan Plateau on Asian climate. J Hydrometeorol 8:770–789
Wu G, Liu Y, He B, Bao Q, Duan A, Jin F-F (2012) Thermal controls on the Asian summer monsoon. Sci Rep 2:1–7
Wu G, Zhuo H, Wang Z, Liu Y (2016) Two types of summertime heating over the Asian large-scale orography and excitation of potential-vorticity forcing I Over Tibetan Plateau. Sci China Earth Sci 59:1996–2008
Wu Y, Huang A, Huang D, Chen F, Yang B, Zhou Y, Fang D, Zhang L, Wen L (2018) Diurnal variations of summer precipitation over the regions east to Tibetan Plateau. Clim Dynam 51:4287–4307
Xie J, Yu Y, Li Jl, Ge J, Liu C (2019) Comparison of surface sensible and latent heat fluxes over the Tibetan Plateau from reanalysis and observations. Meteorol Atmos Phys 131:567–584
Xu W, Zipser EJ (2011) Diurnal variations of precipitation, deep convection, and lightning over and East of the Eastern Tibetan Plateau. J Climate 24:448–465
Xu Y, Gao X, Giorgi F, Zhou B, Ying S, Wu J, Zhang Y (2018) Projected changes in temperature and precipitation extremes over China as measured by 50-yr return values and periods based on a CMIP5 ensemble. Adv Atmos Sci 35:376–388
Xu X, Dong L, Zhao Y, Wang Y (2019) Effect of the Asian water tower over the Qinghai-Tibet Plateau and the characteristics of atmospheric water circulation. Chin Sci Bull 64:2830–2841
Xu X, Lu C, Shi X, Gao S (2008) World water tower: an atmospheric perspective. Geophys Res Lett 35(20):L20815
You Q, Min J, Zhang W, Pepin N, Kang S (2015) Comparison of multiple datasets with gridded precipitation observations over the Tibetan Plateau. Clim Dynam 45:791–806
Zhang C, Tang Q, Chen D (2017) Recent changes in the moisture source of precipitation over the Tibetan Plateau. J Climate 30:1807–1819
Zhang S, Wang D, Qin Z, Zheng Y, Guo J (2018) Assessment of the GPM and TRMM precipitation products using the rain gauge network over the Tibetan Plateau. J Meteorol Res 32:324–336
Zhang C, Tang Q, Chen D, van der Ent RJ, Liu X, Li W, Gebremeskel Haile G (2019) Moisture source changes contributed to different precipitation changes over the northern and southern Tibetan Plateau. J Hydrometeorol 20:217–229
Zhao P, Chen L (2001) Interannual variability of atmospheric heat source/sink over the Qinghai—Xizang (Tibetan) Plateau and its relation to circulation. Adv Atmos Sci 18:106–116
Zhou L, Zhu J, Zou H, Ma S, Li P, Zhang Y, Huo C (2013) Atmospheric moisture distribution and transport over the Tibetan Plateau and the impacts of the South Asian summer monsoon. Acta Meteorol Sin 27:819–831
Zhou B, Wen QH, Xu Y, Song L, Zhang X (2014) Projected changes in temperature and precipitation extremes in China by the CMIP5 multi-model ensembles. J Climate 27:6591–6611
Funding
Author J. C. is supported by the National Key Research and Development Program of China (No. 2023YFC3007504), the Second Tibetan Plateau Scientific Expedition and Research (STEP) program (2019QZKK0105), National Science Foundation of China (42075067), and the Open Research Program of the State Key Laboratory of Severe Weather (Grant Nos. 2023LASW-B25).
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All authors contributed to the study conception and design. Model simulation, data collection and analysis were performed by Jinghua Chen and Kai Yang. The first draft of the manuscript was written by Kai Yang and all authors commented on previous versions of the manuscript. All authors read and approved the final manuscript.
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Yang, K., Chen, J., Wu, X. et al. Effects of the Indian summer monsoon on the cloud characteristics over the Eastern Tibetan Plateau: a simulation study. Clim Dyn (2024). https://doi.org/10.1007/s00382-024-07219-w
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DOI: https://doi.org/10.1007/s00382-024-07219-w