Dynamical and thermodynamical interactions in daily precipitation regimes in the Western Himalayas
Corresponding Author
Suma Bhanu Battula
Department of Civil Engineering, Indian Institute of Technology Bombay, Mumbai, India
School of Earth, Atmosphere and Environment, Monash University, Clayton, Victoria, Australia
IITB-Monash Research Academy, Mumbai, India
Correspondence
Suma Bhanu Battula, Department of Civil Engineering, Indian Institute of Technology Bombay, Mumbai, India.
Email: [email protected]
Contribution: Conceptualization, Formal analysis, Investigation, Software, Visualization, Writing - original draft
Search for more papers by this authorSteven Siems
School of Earth, Atmosphere and Environment, Monash University, Clayton, Victoria, Australia
Australian Research Council Centre of Excellence for Climate Extremes, University of New South Wales, Sydney, New South Wales, Australia
Contribution: Methodology, Supervision, Validation, Writing - review & editing
Search for more papers by this authorArpita Mondal
Department of Civil Engineering, Indian Institute of Technology Bombay, Mumbai, India
Interdisciplinary Programme in Climate Studies, Indian Institute of Technology Bombay, Mumbai, India
Contribution: Supervision, Writing - review & editing
Search for more papers by this authorCorresponding Author
Suma Bhanu Battula
Department of Civil Engineering, Indian Institute of Technology Bombay, Mumbai, India
School of Earth, Atmosphere and Environment, Monash University, Clayton, Victoria, Australia
IITB-Monash Research Academy, Mumbai, India
Correspondence
Suma Bhanu Battula, Department of Civil Engineering, Indian Institute of Technology Bombay, Mumbai, India.
Email: [email protected]
Contribution: Conceptualization, Formal analysis, Investigation, Software, Visualization, Writing - original draft
Search for more papers by this authorSteven Siems
School of Earth, Atmosphere and Environment, Monash University, Clayton, Victoria, Australia
Australian Research Council Centre of Excellence for Climate Extremes, University of New South Wales, Sydney, New South Wales, Australia
Contribution: Methodology, Supervision, Validation, Writing - review & editing
Search for more papers by this authorArpita Mondal
Department of Civil Engineering, Indian Institute of Technology Bombay, Mumbai, India
Interdisciplinary Programme in Climate Studies, Indian Institute of Technology Bombay, Mumbai, India
Contribution: Supervision, Writing - review & editing
Search for more papers by this authorAbstract
The mechanisms by which moisture interacts with the Himalayas largely determine the amount of precipitation in Himalayan basins. While many recent studies have focused on mechanisms of independent precipitation events, climatological studies that are essential for a complete understanding of precipitation-generating mechanisms are limited. This work presents synoptic regimes, which produced precipitation across all seasons in the Western Himalayas (WH) from 2000 to 2018. Using the k-means clustering algorithm, seven clusters are employed to define relatively mild, moderate and wet regimes, showing distinct seasonality and a synoptic meteorology. We found positive precipitation anomalies at lower elevations in monsoonal regimes (M1, M2 and M3) but at higher elevations in winter (W1 and W2) and transitional regimes (T1 and T2). Moist monsoonal regimes are associated with dynamical interactions between low-level tropical cyclonic circulations and mid-level subtropical troughs. Synchronous primary and secondary cyclonic circulations facilitate tropical moisture influx and obstruct the further northward movement of cyclonic circulations, which results in large magnitudes of precipitation at lower elevations in monsoonal regimes. On the other hand, winter regimes exhibit intense western disturbances, which enable orographic ascent of tropical moisture towards higher elevations. Despite weaker dynamical interactions, a stronger thermodynamical instability and a steeper terrain gradient trigger deep convection at higher elevations in transitional regimes. Overall, monsoonal regimes account for 52% of rainy days, whereas winter and transitional regimes account for 20 and 28%, respectively. We present a methodology that identifies hotspots of anomalous precipitation over vulnerable higher elevations by tracking atmospheric variables in Delhi. Our results illustrate the dynamical and thermodynamical interactions responsible for precipitation and highlight the significant contribution from nonmonsoonal regimes to the precipitation across higher elevations in the WH.
CONFLICT OF INTEREST
The authors declare no potential conflict of interest.
REFERENCES
- Anders, A.M., Roe, G.H., Hallet, B., Montgomery, D.R., Finnegan, N.J. and Putkonen, J. (2006) Spatial patterns of precipitation and topography in the Himalaya. In: S.D. Willett, N. Hovius, M.T. Brandon and D. Fisher (Eds.) Tectonics, Climate, and Landscape Evolution. Boulder, Colorado: Geological Society of America, pp. 39–53.
- Baudouin, J.-P., Herzog, M. and Petrie, C.A. (2021) Synoptic processes of winter precipitation in the Upper Indus Basin. Weather and Climate Dynamics Discussions, 2(4), 1–32.
- Beniston, M. (2003) Climatic change in mountain regions: a review of possible impacts. In: Climate Variability and Change in High Elevation Regions: Past, Present & Future, Berlin, Heidelberg: Springer, pp. 5–31.
- Bharti, V. and Singh, C. (2015) Evaluation of error in TRMM 3B42V7 precipitation estimates over the Himalayan region. Journal of Geophysical Research: Atmospheres, 120, 12458–12473.
- Bolch, T., Kulkarni, A., Kääb, A., Huggel, C., Paul, F., Cogley, J.G., Frey, H., Kargel, J.S., Fujita, K. and Scheel, M. (2012) The state and fate of Himalayan glaciers. Science, 336, 310–314.
- Bookhagen, B. and Burbank, D.W. (2006) Topography, relief, and TRMM-derived rainfall variations along the Himalaya. Geophysical Research Letters, 33, L13402.
- Bookhagen, B. and Burbank, D.W. (2010) Toward a complete Himalayan hydrological budget: spatiotemporal distribution of snowmelt and rainfall and their impact on river discharge. Journal of Geophysical Research, 115, F03019.
- Brunello, C.F., Andermann, C., Marc, O., Schneider, K.A., Comiti, F., Achleitner, S. and Hovius, N. (2020) Annually resolved monsoon onset and withdrawal dates across the Himalayas derived from local precipitation statistics. Geophysical Research Letters, 47, e2020GL088420.
- Cannon, F., Carvalho, L.M.V., Jones, C. and Bookhagen, B. (2014) Multi-annual variations in winter westerly disturbance activity affecting the Himalaya. Climate Dynamics, 44, 441–455.
- Cannon, F., Carvalho, L.M.V., Jones, C. and Norris, J. (2015) Winter westerly disturbance dynamics and precipitation in the western Himalaya and Karakoram: a wave-tracking approach. Theoretical and Applied Climatology, 125, 27–44.
- Chug, D., Pathak, A., Indu, J., Jain, S.K., Jain, S.K., Dimri, A.P., Niyogi, D. and Ghosh, S. (2020) Observed evidence for steep rise in the extreme flow of western Himalayan rivers. Geophysical Research Letters, 47, e2020GL087815.
- Clark, S., Reeder, M.J. and Jakob, C. (2018) Rainfall regimes over northwestern Australia. Quarterly Journal of the Royal Meteorological Society, 144, 458–467.
- Danielson, J.J. and Gesch, D.B. (2011) Global multi-resolution terrain elevation data 2010 (GMTED2010). Washington, D.C: US Department of the Interior, US Geological Survey.
- Dimri, A.P. (2006) Surface and upper air fields during extreme winter precipitation over the Western Himalayas. Pure and Applied Geophysics, 163, 1679–1698.
- Dimri, A.P. (2013) Intraseasonal oscillation associated with the Indian winter monsoon. Journal of Geophysical Research: Atmospheres, 118, 1189–1198.
- Dimri, A.P., Chevuturi, A., Niyogi, D., Thayyen, R.J., Ray, K., Tripathi, S.N., Pandey, A.K. and Mohanty, U.C. (2017) Cloudbursts in Indian Himalayas: A review. Earth-Science Reviews, 168, 1–23.
- Dimri, A.P., Niyogi, D., Barros, A.P., Ridley, J., Mohanty, U.C., Yasunari, T. and Sikka, D.R. (2015) Western disturbances: a review. Reviews of Geophysics, 53, 225–246.
- Dimri, A.P., Yasunari, T., Kotlia, B.S., Mohanty, U.C. and Sikka, D.R. (2016) Indian winter monsoon: present and past. Earth-Science Reviews, 163, 297–322.
- Doswell, C.A., III, Brooks, H.E. and Maddox, R.A. (1996) Flash flood forecasting: an ingredients-based methodology. Weather and Forecasting, 11, 560–581.
- Gadgil, S. and Joseph, P. (2003) On breaks of the Indian monsoon. Journal of Earth System Science, 112, 529–558.
- Galarneau, T.J., Hamill, T.M., Dole, R.M. and Perlwitz, J. (2012) A multiscale analysis of the extreme weather events over western Russia and northern Pakistan during July 2010. Monthly Weather Review, 140, 1639–1664.
- Goswami, B.N. (2005) South Asian monsoon. In: Intraseasonal Variability in the Atmosphere-Ocean Climate System. Berlin, Heidelberg: Springer.
- Guèye, A.K., Janicot, S., Niang, A., Sawadogo, S., Sultan, B., Diongue-Niang, A. and Thiria, S. (2010) Weather regimes over Senegal during the summer monsoon season using self-organizing maps and hierarchical ascendant classification. Part I: synoptic time scale. Climate Dynamics, 36, 1–18.
- Hartigan, J.A. and Wong, M.A. (1979) A k-means clustering algorithm. Journal of Royal Statistical Society, 28, 100–108.
- Hersbach, H., Bell, B., Berrisford, P., Hirahara, S., Horányi, A., Muñoz-Sabater, J., Nicolas, J., Peubey, C., Radu, R., Schepers, D., Simmons, A., Soci, C., Abdalla, S., Abellan, X., Balsamo, G., Bechtold, P., Biavati, G., Bidlot, J., Bonavita, M., Chiara, G., Dahlgren, P., Dee, D., Diamantakis, M., Dragani, R., Flemming, J., Forbes, R., Fuentes, M., Geer, A., Haimberger, L., Healy, S., Hogan, R.J., Hólm, E., Janisková, M., Keeley, S., Laloyaux, P., Lopez, P., Lupu, C., Radnoti, G., Rosnay, P., Rozum, I., Vamborg, F., Villaume, S. and Thépaut, J.N. (2020) The ERA5 global reanalysis. Quarterly Journal of the Royal Meteorological Society, 146, 1999–2049.
- Hill, S.A. (1887) Some anomalies in the winds of northern India, and their relation to the distribution of barometric pressure. Philosophical Transactions of the Royal Society of London. A, 178, 335–378.
- Hong, C.-C., Hsu, H.-H., Lin, N.-H. and Chiu, H. (2011) Roles of European blocking and tropical-extratropical interaction in the 2010 Pakistan flooding. Geophysical Research Letters, 38, L13806.
- Houze, R.A. (2012) Orographic effects on precipitating clouds. Reviews of Geophysics, 50, 1001.
- Houze, R.A., Mcmurdie, L.A., Rasmussen, K.L., Kumar, A. and Chaplin, M.M. (2017) Multiscale aspects of the storm producing the June 2013 flooding in Uttarakhand, India. Monthly Weather Review, 145, 4447–4466.
- Houze, R.A., Rasmussen, K.L., Medina, S., Brodzik, S.R. and Romatschke, U. (2011) Anomalous atmospheric events leading to the summer 2010 floods in Pakistan. Bulletin of the American Meteorological Society, 92, 291–298.
- Houze, R.A., Wilton, D.C. and Smull, B.F. (2007) Monsoon convection in the Himalayan region as seen by the TRMM precipitation radar. Quarterly Journal of the Royal Meteorological Society, 133, 1389–1411.
- Huffman, G.J., Adler, R.F., Bolvin, D.T., Gu, G., Nelkin, E.J., Bowman, K.P., Hong, Y., Stocker, E.F. and Wolff, D.B. (2007) The TRMM multisatellite precipitation analysis (TMPA): quasi-global, multiyear, combined-sensor precipitation estimates at fine scales. Journal of Hydrometeorology, 8, 38–55.
- Hunt, K.M.R., Turner, A.G. and Schiemann, R.K.H. (2021) How interactions between tropical depressions and western disturbances affect heavy precipitation in South Asia. Monthly Weather Review, 149, 1801–1825.
- Hunt, K.M.R., Turner, A.G. and Shaffrey, L.C. (2018) Extreme daily rainfall in Pakistan and north India: scale interactions, mechanisms, and precursors. Monthly Weather Review, 146, 1005–1022.
- Hunt, K.M.R., Turner, A.G. and Shaffrey, L.C. (2019) Falling trend of Western Disturbances in future climate simulations. Journal of Climate, 32, 5037–5051.
- Hunt, K.M.R., Turner, A.G. and Shaffrey, L.C. (2020) The impacts of climate change on the winter water cycle of the western Himalaya. Climate Dynamics, 55, 2287–2307.
- Immerzeel, W.W., Van Beek, L.P. and Bierkens, M.F. (2010) Climate change will affect the Asian water towers. Science, 328, 1382–1385.
- Jakob, C. (2003) Objective identification of cloud regimes in the tropical western Pacific. Geophysical Research Letters, 30, 2082.
- Jones, P.D., Harpham, C. and Briffa, K.R. (2013) Lamb weather types derived from reanalysis products. International Journal of Climatology, 33, 1129–1139.
- Joseph, P. and Raman, P. (1966) Existence of low level westerly jet stream over peninsular India during July. Indian Journal of Meteorology and Geophysics, 17, 407–410.
- Joseph, S., Sahai, A.K., Sharmila, S., Abhilash, S., Borah, N., Chattopadhyay, R., Pillai, P.A., Rajeevan, M. and Kumar, A. (2014) North Indian heavy rainfall event during June 2013: diagnostics and extended range prediction. Climate Dynamics, 44, 2049–2065.
- Kapnick, S.B., Delworth, T.L., Ashfaq, M., Malyshev, S. and Milly, P.C.D. (2014) Snowfall less sensitive to warming in Karakoram than in Himalayas due to a unique seasonal cycle. Nature Geoscience, 7, 834–840.
- Kripalani, R.H., Kulkarni, A. and Sabade, S.S. (2003) Western Himalayan snow cover and Indian monsoon rainfall: a re-examination with INSAT and NCEP/NCAR data. Theoretical and Applied Climatology, 74, 1–18.
- Krishnamurti, T., Jha, B., Rasch, P. and Ramanathan, V. (1997) A high resolution global reanalysis highlighting the winter monsoon. Part I, reanalysis fields. Meteorology and Atmospheric Physics, 64, 123–150.
- Krishnan, R., Sabin, T.P., Madhura, R.K., Vellore, R.K., Mujumdar, M., Sanjay, J., Nayak, S. and Rajeevan, M. (2018) Non-monsoonal precipitation response over the Western Himalayas to climate change. Climate Dynamics, 52, 4091–4109.
- Kulkarni, A., Patwardhan, S., Kumar, K.K., Ashok, K. and Krishnan, R. (2013) Projected climate change in the Hindu Kush–Himalayan region by using the high-resolution regional climate model PRECIS. Mountain Research and Development, 33, 142–151.
- Lamb, H.H. (1972) British Isles weather types and a register of the daily sequence of circulation patterns 1861–1971 (Geophysical Memoir 116). London, England: HMSO.
- Lin, Y.-L., Chiao, S., Wang, T.-A., Kaplan, M.L. and Weglarz, R.P. (2001) Some common ingredients for heavy orographic rainfall. Weather and Forecasting, 16, 633–660.
- Liu, C. and Allan, R.P. (2012) Multisatellite observed responses of precipitation and its extremes to interannual climate variability. Journal of Geophysical Research: Atmospheres, 117, D03101.
- Martius, O., Sodemann, H., Joos, H., Pfahl, S., Winschall, A., Croci-Maspoli, M., Graf, M., Madonna, E., Mueller, B., Schemm, S., Sedláček, J., Sprenger, M. and Wernli, H. (2013) The role of upper-level dynamics and surface processes for the Pakistan flood of July 2010. Quarterly Journal of the Royal Meteorological Society, 139, 1780–1797.
- Mirza, M. (1997) The runoff sensitivity of the Ganges river basin to climate change and its implications. Journal of Environmental Hydrology, 5, 1–13.
- Molini, L., Parodi, A., Rebora, N. and Craig, G.C. (2011) Classifying severe rainfall events over Italy by hydrometeorological and dynamical criteria. Quarterly Journal of the Royal Meteorological Society, 137, 148–154.
- Moore, B.J., Neiman, P.J., Ralph, F.M. and Barthold, F.E. (2012) Physical processes associated with heavy flooding rainfall in Nashville, Tennessee, and vicinity during 1–2 may 2010: the role of an Atmospheric River and Mesoscale convective systems. Monthly Weather Review, 140, 358–378.
- Mujumdar, M., Preethi, B., Sabin, T.P., Ashok, K., Saeed, S., Pai, D.S. and Krishnan, R. (2012) The Asian summer monsoon response to the La Niña event of 2010. Meteorological Applications, 19, 216–225.
- Nayak, M.A., Azam, M.F. and Lyngwa, R.V. (2021) ERA5-based database of atmospheric rivers over Himalayas. Earth System Science Data, 1–35. https://doi.org/10.5194/essd-2020-397
- Neal, R., Robbins, J., Dankers, R., Mitra, A., Jayakumar, A., Rajagopal, E.N. and Adamson, G. (2019) Deriving optimal weather pattern definitions for the representation of precipitation variability over India. International Journal of Climatology, 40, 342–360.
- Neiman, P.J., Wick, G.A., Ralph, F.M., Lundquist, J.D. and Dettinger, M.D. (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. Journal of Hydrometeorology, 9, 22–47.
- Nikumbh, A.C., Chakraborty, A., Bhat, G.S. and Frierson, D.M.W. (2020) Large-scale extreme rainfall-producing synoptic systems of the Indian summer monsoon. Geophysical Research Letters, 47, e2020GL088403.
- Norris, J., Carvalho, L.M.V., Jones, C. and Cannon, F. (2015) WRF simulations of two extreme snowfall events associated with contrasting extratropical cyclones over the western and central Himalaya. Journal of Geophysical Research: Atmospheres, 120, 3114–3138.
- Palazzi, E., Von Hardenberg, J. and Provenzale, A. (2013) Precipitation in the Hindu-Kush Karakoram Himalaya: observations and future scenarios. Journal of Geophysical Research: Atmospheres, 118, 85–100.
- Pisharoty, P. and Desai, B. (1956) Western disturbances and Indian weather. Indian Journal of Meteorology & Geophysics, 7, 333–338.
- Pope, M., Jakob, C. and Reeder, M.J. (2009) Regimes of the north Australian wet season. Journal of Climate, 22, 6699–6715.
- Pope, R.J., Butt, E.W., Chipperfield, M.P., Doherty, R.M., Fenech, S., Schmidt, A., Arnold, S.R. and Savage, N.H. (2016) The impact of synoptic weather on UK surface ozone and implications for premature mortality. Environmental Research Letters, 11, 124004.
- Priya, P., Krishnan, R., Mujumdar, M. and Houze, R.A. (2016) Changing monsoon and midlatitude circulation interactions over the Western Himalayas and possible links to occurrences of extreme precipitation. Climate Dynamics, 49, 2351–2364.
- Ralph, F.M. and Dettinger, M.D. (2012) Historical and national perspectives on extreme west coast precipitation associated with atmospheric rivers during December 2010. Bulletin of the American Meteorological Society, 93, 783–790.
- Ralph, F.M., Rutz, J.J., Cordeira, J.M., Dettinger, M., Anderson, M., Reynolds, D., Schick, L.J. and Smallcomb, C. (2019) A scale to characterize the strength and impacts of atmospheric rivers. Bulletin of the American Meteorological Society, 100, 269–289.
- Rasmussen, K.L., Hill, A.J., Toma, V.E., Zuluaga, M.D., Webster, P.J. and Houze, R.A. (2015) Multiscale analysis of three consecutive years of anomalous flooding in Pakistan. Quarterly Journal of the Royal Meteorological Society, 141, 1259–1276.
- Rasmussen, K.L. and Houze, R.A. (2012) A flash-flooding storm at the steep edge of high terrain: disaster in the Himalayas. Bulletin of the American Meteorological Society, 93, 1713–1724.
- Ridley, J., Wiltshire, A. and Mathison, C. (2013) More frequent occurrence of westerly disturbances in Karakoram up to 2100. Science of the Total Environment, 468–469, S31–S35.
- Roe, G.H. (2005) Orographic precipitation. Annual Review of Earth and Planetary Sciences, 33, 645–671.
- Rotunno, R. and Houze, R.A. (2007) Lessons on orographic precipitation from the mesoscale Alpine programme. Quarterly Journal of the Royal Meteorological Society, 133, 811–830.
- Roy Bhowmik, S.K., Sen Roy, S. and Kundu, P.K. (2008) Analysis of large-scale conditions associated with convection over the Indian monsoon region. International Journal of Climatology, 28, 797–821.
- Ruffault, J., Moron, V., Trigo, R.M. and Curt, T. (2017) Daily synoptic conditions associated with large fire occurrence in Mediterranean France: evidence for a wind-driven fire regime. International Journal of Climatology, 37, 524–533.
- Russo, A., Trigo, R.M., Martins, H. and Mendes, M.T. (2014) NO2, PM10 and O3 urban concentrations and its association with circulation weather types in Portugal. Atmospheric Environment, 89, 768–785.
- Saaroni, H., Halfon, N., Ziv, B., Alpert, P. and Kutiel, H. (2010) Links between the rainfall regime in Israel and location and intensity of Cyprus lows. International Journal of Climatology, 30, 1014–1025.
- Sarmadi, F., Huang, Y. and Siems, S.T. (2017) Characteristics of wintertime daily precipitation over the Australian Snowy Mountains. Journal of Hydrometeorology, 18, 2849–2867.
- Sikka, D. and Gadgil, S. (1980) On the maximum cloud zone and the ITCZ over Indian longitudes during the southwest monsoon. Monthly Weather Review, 108, 1840–1853.
- Singh, P. and Kumar, N. (1997) Effect of orography on precipitation in the western Himalayan region. Journal of Hydrology, 199, 183–206.
- Singh, P., Ramasastri, K.S. and Kumar, N. (1995) Topographical influence on precipitation distribution in different ranges of Western Himalayas. Nordic Hydrology, 26, 259–284.
- Theobald, A., Mcgowan, H., Speirs, J. and Callow, N. (2015) A synoptic classification of inflow-generating precipitation in the Snowy Mountains, Australia. Journal of Applied Meteorology and Climatology, 54, 1713–1732.
- Vellore, R.K., Kaplan, M.L., Krishnan, R., Lewis, J.M., Sabade, S., Deshpande, N., Singh, B.B., Madhura, R.K. and Rama Rao, M.V.S. (2015) Monsoon-extratropical circulation interactions in Himalayan extreme rainfall. Climate Dynamics, 46, 3517–3546.
- Vellore, R.K., Krishnan, R., Pendharkar, J., Choudhury, A.D. and Sabin, T.P. (2014) On the anomalous precipitation enhancement over the Himalayan foothills during monsoon breaks. Climate Dynamics, 43, 2009–2031.
- Waliser, D.E. and Gautier, C. (1993) A satellite-derived climatology of the ITCZ. Journal of Climate, 6, 2162–2174.
- Wilson, L., Manton, M.J. and Siems, S.T. (2013) Relationship between rainfall and weather regimes in south-eastern Queensland, Australia. International Journal of Climatology, 33, 979–991.
- Yadav, R.R., Gupta, A.K., Kotlia, B.S., Singh, V., Misra, K.G., Yadava, A.K. and Singh, A.K. (2017) Recent wetting and glacier expansion in the northwest Himalaya and Karakoram. Scientific Reports, 7, 6139.
- Zhou, B., Zhai, P. and Chen, Y. (2020) Contribution of changes in synoptic-scale circulation patterns to the past summer precipitation regime shift in eastern China. Geophysical Research Letters, 47, e2020GL087728.