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Climate Dynamics

, Volume 50, Issue 9–10, pp 3281–3300 | Cite as

Analyzing energy–water exchange dynamics in the Thar desert

  • P. Raja
  • Nilendu Singh
  • C. V. Srinivas
  • Mohit Singhal
  • Pankaj Chauhan
  • Maharaj Singh
  • N. K. Sinha
Article

Abstract

Regions of strong land–atmosphere coupling will be more susceptible to the hydrological impacts in the intensifying hydrological cycle. In this study, micrometeorological experiments were performed to examine the land–atmosphere coupling strength over a heat low region (Thar desert, NW India), known to influence the Indian summer monsoon (ISM). Within the vortex of Thar desert heat low, energy–water exchange and coupling behavior were studied for 4 consecutive years (2011–2014) based on sub-hourly measurements of radiative–convective flux, state parameters and sub-surface thermal profiles using lead-lag analysis between various E–W balance components. Results indicated a strong (0.11–0.35) but variable monsoon season (July–September) land–atmosphere coupling events. Coupling strength declined with time, becomes negative beyond 10-day lag. Evapotranspiration (LE) influences rainfall at the monthly time-scale (20–40 days). Highly correlated monthly rainfall and LE anomalies (r = 0.55, P < 0.001) suggested a large precipitation memory linked to the local land surface state. Sensible heating (SH) during March and April are more strongly (r = 0.6–0.7) correlated to ISM rainfall than heating during May or June (r = 0.16–0.36). Analyses show strong and weak couplings among net radiation (Rn)–vapour pressure deficit (VPD), LE–VPD and Rn–LE switching between energy-limited to water-limited conditions. Consistently, +ve and −ve residual energy [(dE) = (Rn − G) − (SH + LE)] were associated with regional wet and dry spells respectively with a lead of 10–40 days. Dew deposition (18.8–37.9 mm) was found an important component in the annual surface water balance. Strong association of variation of LE and rainfall was found during monsoon at local-scale and with regional-scale LE (MERRA 2D) but with a lag which was more prominent at local-scale than at regional-scale. Higher pre-monsoon LE at local-scale as compared to low and monotonous variation in regional-scale LE led to hypothesize that excess energy and water vapour brought through advection caused by pre-monsoon rainfall might have been recycled through rainfall to compensate for early part of monsoon rainfall at local-scale. However, long-term measurements and isotope analysis would be able to strengthen this hypothesis. This study would fill the key gaps in the global flux studies and improve understanding on local E–W exchange pathways, responses and feedbacks.

Keywords

Energy–mass exchange Surface fluxes Sensible heating Land–atmosphere coupling Thar desert heat low Indian summer monsoon 

Notes

Acknowledgements

We are thankful to the reviewers for their insightful comments that helped to improve this manuscript. This work has been carried out under a project entitled ‘Energy and Mass Exchange in Arid Grassland System’ as a part of a national project titled ‘Energy and Mass Exchange in Vegetative Systems (EME-VS)’ in ISRO-Geosphere Biosphere Programme. Authors like to acknowledge the review contributions of Dr. Santanu Goswami, Oak Ridge National Laboratory and proper guidance by Dr. Bimal K. Bhattacharya, Space Applications Centre, ISRO. Authors are thankful to the Directors, Wadia Institute of Himalayan Geology (WIHG), Dehradun, Central Arid Zone Research Institute (ICAR-CAZRI), IGCAR, Kalpakkam and Space Applications Centre (ISRO) for their encouragement and providing facilities to carry out this work. The MERRA analysis data are obtained (http://apdrc.soest.hawaii.edu/datadoc/merra.php) from Asia Pacific Data-research center acquired as part of the activities of NASA’s Science Mission Directorate, and archived and distributed by the Goddard Earth Sciences (GES) Data and Information Services Center (DISC). Corresponding author thankfully acknowledges the specific review comments and logistic support from Prof. Anil K. Gupta, Director, WIHG.

Supplementary material

382_2017_3804_MOESM1_ESM.docx (503 kb)
Supplementary material 1 (DOCX 503 KB)

References

  1. Agam N, Berliner PR (2006) Dew formation and water vapor adsorption in semi arid environments—a review. J Arid Environ 65:572–590CrossRefGoogle Scholar
  2. Allen MR, Ingram WJ (2002) Constraints on future changes in climate and the hydrologic cycle. Nature 419:224–232CrossRefGoogle Scholar
  3. Ananthakrishnan R, Srinivasan V, Ramakrishnan AR (1968) Climatology of India and neighbourhood. Monthly mean sea level isobaric charts, forecasting manual part I, No. I–IGoogle Scholar
  4. Beljaars ACM, Holstag AAM (1991) Flux parameterization over land surface for atmospheric models. J Appl Meteorol 30:327–341CrossRefGoogle Scholar
  5. Bhattacharya BK, Gunjal K, Nanda M, Panigrahy S (2009) Protocol development of energy–water flux computation from insat-linked micrometeorological station and model development. SAC/RESA/ARG/EMEVS/SR/02/2009, pp 34–53 (Chap. 3)Google Scholar
  6. Bhattacharya BK, Singh N, Bera N, Nanda MK, Bairagi GD, Raja P, Bal SK, Murugan V, Kandpal BK, Patel BH, Jain A, Parihar JS (2013) Canopy-scale dynamics of radiation and energy balance over short vegetative systems. Scientific report SAC/EPSA/ABHG/IGBP/EME-VS/SR/02/2013Google Scholar
  7. Bickford EE (2008) Quantification of land-atmosphere coupling and implications for drought persistence in observations and model simulations of 20th century climate and 21st century climate change, MS thesis (atmospheric and oceanic sciences), University of Wisconsin-Madison, MadisonGoogle Scholar
  8. Blonquist JM, Tanner BD, Bugbee B (2009) Evaluation of measurement accuracy and comparison of two new and three traditional net radiometers. Agric For Meteorol 149:1709–1721CrossRefGoogle Scholar
  9. Bollasina M, Nigam S (2011) The summertime ‘‘heat’’ low over Pakistan/northwestern India: evolution and origin. Clim Dyn 37:957–970. doi: 10.1007/s00382-010-0879-y CrossRefGoogle Scholar
  10. Brotzge JA, Duchon CE (2000) A field comparison among a domeless net radiometer, two four-component net radiometers, and a domed net radiometer. J Atmos Ocean Technol 17:1569–1582CrossRefGoogle Scholar
  11. Bryson RA, Baerreis DA (1967) Possibilities of major climatic modification and their implications: northwest India, a case for study. Bull Am Meteorol Soc 48:136–142Google Scholar
  12. Burke EJ, Brown SJ (2008) evaluating uncertainties in the projection of future drought. J Hydrometeorol 9:292–299CrossRefGoogle Scholar
  13. Businger JA, Wyngaard JC, Izumi I, Bradley E (1971) Flux-profile relationships in the atmospheric surface layer. J Atmos Sci 28:181–189CrossRefGoogle Scholar
  14. Cadet D, Reverdin G (1981) Water vapour transport during over the Indian Ocean during summer 1975. Tellus 33:476–487CrossRefGoogle Scholar
  15. Campbell GS, Norman JM (1998) Introduction to environmental biophysics. Springer, New YorkCrossRefGoogle Scholar
  16. Charney JG (1975) Dynamics of deserts and drought in the Sahel. Q J R Meteorol Soc 101:193–202CrossRefGoogle Scholar
  17. Cook ER, Seager R, Cane MA, Stahle DW (2007) North American drought: reconstructions, causes and consequences. Earth Sci Rev 81:93–134CrossRefGoogle Scholar
  18. Das N, De S, Chattopadhyay J, De UK (2005) Study of interrelation among various surface layer parameters during pre-monsoon and monsoon phases over Jodhpur (26°18′N, 73°04′E), India. TAO 16(1):155–176.Google Scholar
  19. De Bruin HAR, Ronda RJ, Van De Weil BJH (2000) Approximate solution for the Obukhov length and surface fluxes in terms of bulk Richardson numbers. Bound Layer Meteorol 95:145–157CrossRefGoogle Scholar
  20. Desai BN (1968) Influence of topographical features of the Indian sub-continent on its weather and climate. Geogr Rev India 30:33–44Google Scholar
  21. Dirmeyer PA (2006) The hydrologic feedback pathway for land-climate coupling. J Hydrometeorol 7:857–867CrossRefGoogle Scholar
  22. Donat MG, Lowry AL, Alexander LV, O’Gorman PA, Maher N (2016) More extreme precipitation in the world’s dry and wet regions. Nat Clim Change. doi: 10.1038/NCLIMATE2941 Google Scholar
  23. Dyer AJ (1974) A review of flux-profile relationships. Bound Layer Meteorol 7:363–372CrossRefGoogle Scholar
  24. Eltahir EAB (1998) A soil-moisture-rainfall feedback mechanism: 1. Theory and observations. Water Resour Res 34:765–776CrossRefGoogle Scholar
  25. Evenari M (1985) The desert environment. In: Evenari M, Noy-Meir I, Goodall DW (eds) Hot deserts and arid Shrublands, ecosystems of the world, vol 12. Elsevier Scientific Publishing Company, New York, pp 1–22Google Scholar
  26. Foken T (2008) The energy balance closure problem: an overview. Ecol Appl 18(6):1351–1367CrossRefGoogle Scholar
  27. Foley JA, Coe MT, Scheffer M, Wang G (2003) Regime shifts in the Sahara and Sahel: interactions between ecological and climatic systems in Northern Africa. Ecosystems 6:524–539CrossRefGoogle Scholar
  28. Gao Z, Horton R, Liu HP (2010) Impact of wave phase difference between soil surface heat flux and soil surface temperature on soil surface energy balance closure. J Geophys Res Atmos 115:D16112. doi: 10.1029/2009JD013278 CrossRefGoogle Scholar
  29. Garratt JR (1994) The atmospheric boundary layer. Cambridge University Press, UK, p 316Google Scholar
  30. Goel M, Srivastava HN (1990) Monsoon trough boundary layer experiment (MONTBLEX). Bull Am Meteorol Soc 71:1594–1600CrossRefGoogle Scholar
  31. Goswami P, Ramesh KV (2008) The expanding Indian desert: assessment through weighted epochal trend ensemble. Curr Sci 94:476–480Google Scholar
  32. Grip H, Halldin S, Jansson PE, Lindroth A, Noren B, Perttu K (1979) Discrepancy between energy and water balance estimates of evapotranspiration. In: Halldin S (ed) Comparison of forest water and energy exchange models, International Society of Ecological Modelling, Copenhagen, pp 237–255Google Scholar
  33. Grossman RL, Duran DR (1984) Interaction of low level flow with the western Ghat mountains and offshore convection in the summer monsoon. Mon Weather Rev 112:652–672CrossRefGoogle Scholar
  34. Grunwald T, Bernhofer C (2007) A decade of carbon, water and energy flux measurements of an old spruce forest at the Anchor Station Tharandt. Tellus Ser B 59:387–396CrossRefGoogle Scholar
  35. Guo Z, Dirmeyer PA, Koster RD, Bonan G, Chan E, Cox P, Gordon CT, Kanae S, Kowalczyk E, Lawrence D, Liu P, Lu C-H, Malyshev S, McAvaney B, McGregor JL, Mitchell K, Mocko D, Oki T, Oleson K, Pitman K, Sud YC, Taylor CM, Verseghy D, Vasic R, Xue Y, Yamada T (2006) GLACE: the global land-atmosphere coupling experiment. Part II. Anal J Hydrometeorol 7:611–625CrossRefGoogle Scholar
  36. Herweijer C, Seager R, Cook ER, Emile-Geay J (2007) North American droughts of the last millennium from a gridded network of tree-ring data. J Clim 20:1353–1376CrossRefGoogle Scholar
  37. Heusinkveld BG, Jacobs AFG, Holtslag AAM, Berkowicz SM (2004) Surface energy balance closure in an arid region: role of soil heat flux. Agric For Meteorol 122:21–37CrossRefGoogle Scholar
  38. Joshi PC, Desai PS (1985) The satellite-determined thermal structure of heat low during Indian south-west monsoon season. Adv Space Res 5(6):57–60CrossRefGoogle Scholar
  39. Katul G, Finnigan JJ, Poggi D, Leuning R, Belcher SE (2006) The influence of hilly terrain on canopy-atmosphere carbon dioxide exchange. Bound Layer Meteorol 118:189–216CrossRefGoogle Scholar
  40. Kohsiek W, Liebethal C, Foken T, Vogt R, Oncley SP, Bernhofer C, Debruin HAR (2007) The energy balance experiment EBEX-2000. Part III. Behaviour and quality of the radiation measurements. Bound Layer Meteorol 123:55–75CrossRefGoogle Scholar
  41. Koster RD, Suarez MJ, Higgins RW, Van den Dool HM (2003) Observational evidence that soil moisture variations affect precipitation. Geophys Res Lett 30(5):1241. doi: 10.1029/2002GL016571
  42. Koster RD, Dirmeyer PA, Guo Z, Bonan G, Chan E, Cox P, Gordon CT, Kanae S, Kowalczyk E, Lawrence D, Liu P, Lu CH, Malyshev S, McAvaney B, Mitchell K, Mocko D, Oki K, Oleson K, Pitman A, Sud YC, Taylor CM, Verseghy D, Vasic R, Xue Y, Yamada T (2004) Regions of strong coupling between soil moisture and precipitation. Science 305:1138–1140CrossRefGoogle Scholar
  43. Koster RD, Guo Z, Dirmeyer PA, Bonan G, Chan E, Chan E, Cox P, Davies H, Gordon CT, Kanae S, Kowalczyk E, Lawrence D, Liu P, Lu CH, Malyshev S, McAvaney B, Mitchell K, Mocko D, Oki T, Oleson KW, Oleson A Pitman A, Sud YC, Taylor CM, Verseghy D, Vasic R, Xue Y, Yamada T (2006) GLACE: the global land- atmosphere coupling experiment. Part I: overview. J Hydrometeorol 7:590–610CrossRefGoogle Scholar
  44. Kumar P, Tarafdar JC, Painuli DK, Raina P, Singh MP, Beniwal RK, Soni ML, Kumar M, Santra P, Shamsuddin M (2009) Variability in Arid Soil Characteristics. In: Kar Amal, Garg BK, Singh MP, Kathju S (eds) Trends in Arid Zone Research in India. Central Arid Zone Research Institute, Jodhpur, pp 78–112Google Scholar
  45. Kundu A, Patel NR, Saha SK, Dutta D (2014) Monitoring the extent of desertification processes in western Rajasthan (India) using geo-information science. Arab J Geosci doi: 10.1007/s12517-014-1645-y Google Scholar
  46. Kustas WP, Prueger JR, Humes KS, Starks PJ (1999) Estimation of surface heat fluxes at field scale using surface layer versus mixed layer atmospheric variables with radiometric temperature observations. J Appl Meteorol 38:224–238CrossRefGoogle Scholar
  47. Lare AR, Nicholson SE (1994) Contrasting conditions of surface water balance in wet years and dry years as a possible land surface–atmosphere feedback mechanism in the West African Sahel. J Clim 7:653–668CrossRefGoogle Scholar
  48. Law BE et al (2002) Environmental controls over carbon dioxide and water vapour exchange of terrestrial vegetation. Agric For Meteorol 113:97–120CrossRefGoogle Scholar
  49. Leuning R, Gorsela EV, Massmanb WJ, Isaacc PR (2012) Reflections on the surface energy imbalance problem. Agric For Meteorol 156:65–74CrossRefGoogle Scholar
  50. Lindroth A, Molder M, Lagergren F (2010) Heat storage in forest biomass improves energy balance closure. Biogeosciences 7:301–313CrossRefGoogle Scholar
  51. Lorenz DJ, Hartmann DL (2006) The effect of the MJO on the North American monsoon. J Clim 19:333–343CrossRefGoogle Scholar
  52. Medina S, Houze RA Jr, Kumar A, Niyogi D (2010) Summer monsoon convection in the Himalayan region: terrain and land cover effects. Quart J Roy Meteor Soc 136:593–616Google Scholar
  53. Merti RS, Santra P, Kandpal BK, Prasad R (2010) Mass–height profile and total mass transport of wind eroded aeolian sediments from rangelands of the Indian Thar Desert. Aeolian Res. doi: 10.1016/j.aeolia.2010.04.002 Google Scholar
  54. Michel D, Philipona R, Ruckstuhl C, Vogt R, Vuilleumier L (2008) Performance and uncertainty of CNR1 net radiometers during a 1-year field comparison. J Atmos Ocean Technol 25:442–451CrossRefGoogle Scholar
  55. Moderow U, Aubinet M, Feigenwinter C, Kolle O, Lindroth A, Molder M, Montagnani L, Rebman C, Bernhofer C (2009) Available energy and energy balance closure at four coniferous sites across Europe. Theor Appl Climatol 98:397–412CrossRefGoogle Scholar
  56. Monin AS, Obukhov AM (1954) Basic laws of turbulent mixing in the ground layer of the atmosphere. Trans Geophys Inst Akad Nauk USSR 151:163–167Google Scholar
  57. Monod T (1973) Les D´eserts. Horizons de France, ParisGoogle Scholar
  58. Murthy BS, Parasnis SS, Ek M (2004) Interactions of the land-surface with atmospheric boundary layer: case studies from the LASPEX. Curr Sci 86(8):1128–1134Google Scholar
  59. Narisma GT, Foley JA, Licker R, Ramankutty N (2007) Abrupt changes in rainfall during the twentieth century. Geophys Res Lett 34:L06710. doi: 10.1029/2006GL028628
  60. Neog P, Srivastava AK, Chakravarty NVK (2005) Estimation and application of Bowen ratio fluxes over crop surfaces—an overview. J Agric Phys 5(1):36–45Google Scholar
  61. Notaro M (2008) Statistical identification of global hot spots in soil moisture feedbacks among IPCC AR4 models. J Geophys Res Lett 113Google Scholar
  62. Ogle K, Lucas RW, Bentley LP, Cable JM, Barron-Gafford GA, Griffith A, Ignace D, Jenerette GD, Tyler A, Huxman TE, Loik ME (2012) Differential daytime and night-time stomatal behavior in plants from North American deserts. New Phytologist 194(2):464–476Google Scholar
  63. Parker DJ, Willetts P, Birch C, Turner AG, Marsham JH, Taylor CM, Kolusu S, Martin GM (2016) Interaction of moist convection and mid-level dry air in the advance of the onset of the Indian monsoon. Quart J R Meteorol Soc. doi: 10.1002/qj.2815 Google Scholar
  64. Parthasarathy B, Rupa Kumar K, Munot AA (1992) Surface pressure and summer monsoon rainfall over India. Adv Atmos Sci 9:359–366CrossRefGoogle Scholar
  65. Pattanaik DR (2003) Analysis of moist convective instability over Indian monsoon region and neighbourhood. Mausam 54:659–670Google Scholar
  66. Pillai JS, Saxena S, Vernekar KG (1998) Diurnal variation of meteorological parameters in the land surface interface. Bound Layer Meteorol 89:197–209CrossRefGoogle Scholar
  67. Prueger JH, Kustas WP, Hipps LE, Hatfield JL (2004) Aerodynamic parameters and sensible heat flux estimates for a semi-arid ecosystem. J Arid Environ 57:87–100CrossRefGoogle Scholar
  68. Rahmani AR, Soni RG (1997) Avifaunal changes in the Indian Thar Desert. J Arid Environ 36:687–703CrossRefGoogle Scholar
  69. Raja P, Bhattacharya BK, Nilendu Singh, Sinha NK, Singh JP, Pandey CB, Parihar JS, Roy MM (2013) Surface energy balance and its closure in arid grassland ecosystem: a case study over Thar Desert. J Agrometeorol Spl Issue 1:94–99Google Scholar
  70. Rao YP (1976) “Southwest Monsoon”, Meteorological Monograph (Synoptic Meteorology), No. 1/1976, Report publication by India Meteorological Department, New Delhi, pp 3–34Google Scholar
  71. Rao TN, Uma KN, Satyanarayana TM, Rao DN (2009) Differences in draft core statistics from wet spell to dry spell over Gadanki (13.5N, 79.2E), India. Mon Weather Rev 137(12):4293–4306CrossRefGoogle Scholar
  72. Ravi S, Huxman TE (2009) Land degradation in the Thar Desert. Front Ecol Environ 7:517–518. doi: 10.1890/09.WB.029 CrossRefGoogle Scholar
  73. Rowell DP, Jones RG (2006) Causes and uncertainty of future summer drying over Europe. Clim Dyn 27:281–299CrossRefGoogle Scholar
  74. Ruiz-Barradas A, Nigam S (2005) Warm season rainfall variability over the US great plains in observations, NCEP and ERA-40 reanalysis, and NCAR and NASA atmospheric model simulations. J Clim 18:1808–1830CrossRefGoogle Scholar
  75. Ruiz-Barradas A, Nigam S (2006) Great plains hydroclimate variability: the view from North American regional reanalysis. J Clim 19:3004–3010CrossRefGoogle Scholar
  76. Schubert SD, Suarez MJ, Pegion PJ, Koster RD, Bacmeister JT (2004a) On the cause of the 1930s dust bowl. Science 303:1855–1859CrossRefGoogle Scholar
  77. Schubert SD, Suarez MJ, Pegion PJ, Koster RD, Bacmeister JT (2004b) Causes of long-term drought in the US great plains. J Clim 17(485):503Google Scholar
  78. Sen PN, Das HP (1980) Low level inversion over Arabian Sea and Indian summer monsoon. Results of Summer MONEX Field Phase Research (Part A), FGGE Oper. Rep., (WMO-ICSU), WMO, pp 225–233Google Scholar
  79. Sheffield J, Wood EF (2008) Projected changes in drought occurrence under future global warming from multi-model, multi-scenario, IPCC AR4 simulations. Clim Dyn 31:79–105CrossRefGoogle Scholar
  80. Shyampura RL, Singh SK, Singh RS, Jain BL, Gajbhiye KS (eds) (2002) Soil series of Rajasthan, vol 95. NBSS & LUP Publication, Nagpur, 364Google Scholar
  81. Sikka DR, Gadgil S (1980) On the maximum cloud zone and the ITCS over Indian longitude during southwest monsoon. Mon Weather Rev 108:1840–1853CrossRefGoogle Scholar
  82. Singh N, Sontakke NA, Singh HN (2005) Atlas of spatial features of rainfall of India: 1871–2003. Part 1, atlas of spatial features of moisture regions and rainfall of India during 19th and 20th centuries. Indian Institute of Tropical Meteorology, pp 350Google Scholar
  83. Singh N, Bhattacharya BK, Nanda MK, Soni P, Parihar JS (2014) Radiation and energy balance dynamics over young chir pine (Pinus roxburghii) system in doon of western Himalayas. J Earth Syst Sci 123(7):1451–1465CrossRefGoogle Scholar
  84. Smith EA (1986) The structure of the arabian heat low, part II: bulk tropospheric heat budget and implications. Mon Weather Rev 114:1084–1102CrossRefGoogle Scholar
  85. Thom AS (1975) Momentum, mass and heat exchange of plant community. In: Monteith JL (ed) Vegetation and the atmosphere, Academic Press, London. pp 57–109Google Scholar
  86. Thomas DSG (ed) (1997) Arid zone geomorphology: process form and change in drylands. Wiley, ChichesterGoogle Scholar
  87. Tivey J (1993) Biogeography, a study of plants in the ecosphere. Longman, EssexGoogle Scholar
  88. Todd RW, Evett SR, Howell TA (2000) Bowen ratio energy balance method for estimating latent heat flux over irrigated alfalfa evaluated in a semi arid, advective environment. Agric For Meteorol 103(3):335–348CrossRefGoogle Scholar
  89. Trenberth KE, Branstator GW, Arkin PA (1988) Origins of the 1988 North American drought. Science 242:1640–1645CrossRefGoogle Scholar
  90. Twine TE, Kustas WP, Norman JM, Cook DR, Houser PR, Meyers TP, Prueger JH, Starks PJ, Wesely ML (2000) Correcting eddy-covariance flux underestimates over a grassland. Agric For Meteorol 103:279–300CrossRefGoogle Scholar
  91. Vernekar KG, Sinha S, Sadani LK, Sivaramakrishnan S, Parasnis S, BrijMohan S, Saxena S, Dharmaraj T, Patil MN, Pillai JS, Murthy BS, Debaje SB, Bagavathsingh A (2003) An overview of the land surface processes experiment (LASPEX) over a semi-arid region of India. Bound Layer Meteorol 106:561–572CrossRefGoogle Scholar
  92. Warner TT (2004) Desert meteorology. Cambridge University Press, New YorkCrossRefGoogle Scholar
  93. Wetherald RT, Manabe S (2002) Simulation of hydrologic changes associated with global warming. J Geophys Res 107Google Scholar
  94. Wilson K, Goldstein A, Falge E, Aubinet M, Baldocchi D, Berbigier P, Bernhofer C, Ceulemans R, Dolman H, Field C, Grelle A, Ibrom A, Law BE, Kowalski A, Meyers T, Moncrieff J, Monson R, Oechel W, Tenhunen J, Valentini R, Verma S (2002) Energy balance closure at FLUXNET sites. Agric For Meteorol 113:223–243CrossRefGoogle Scholar
  95. Wu GX, Liu YM, Zhang Q (2007) The influence of mechanical and thermal forcing by the Tibetan Plateau on Asian climate. J Hydrometeorol 8:770–89CrossRefGoogle Scholar
  96. Wu GX, Liu Y, Zhu X (2009) Multi-scale forcing and the formation of subtropical desert and monsoon. Ann Geophys 27:3631–3644CrossRefGoogle Scholar
  97. Wu P, Christidis N, Stott P (2013) Anthropogenic impact on Earth’s hydrological cycle. Nat Clim Change 3:807–810CrossRefGoogle Scholar
  98. Wu G, Duan A, Liu Y, Mao J, Ren R, Bao Q, He B, Liu B, Hu W (2015) Tibetan Plateau climate dynamics: recent research progress and outlook. Natl Sci Rev 2:100–116 doi: 10.1093/nsr/nwu045 CrossRefGoogle Scholar
  99. Xu Q, Qiu CJ (1997) A variational method for computing surface heat fluxes from ARM surface energy and radiation balance systems. J Appl Meteor 36:4–11Google Scholar
  100. Xue Y, Shukla J (1993) The influence of land-surface properties on Sahel climate. Part I: desertification. J Clim 6:2232–2245CrossRefGoogle Scholar
  101. Zhang Q, Huang RH, Wang S (2005) NWC-ALIEX and its research advances. Adv Earth Sci 20:427–441 (Chinese)Google Scholar
  102. Zhang J, Wang WC, Wei J (2008) Assessing land-atmosphere coupling using soil moisture from the global land data assimilation system and observational precipitation. J Geophys Res 113Google Scholar
  103. Zhou LT, Wu RG, Huang RH (2010) Variability of surface sensible heat flux over Northwest China. Atmos Ocean Sci Lett 3:75–80CrossRefGoogle Scholar

Copyright information

© Springer-Verlag GmbH Germany 2017

Authors and Affiliations

  • P. Raja
    • 1
    • 5
  • Nilendu Singh
    • 2
  • C. V. Srinivas
    • 3
  • Mohit Singhal
    • 2
  • Pankaj Chauhan
    • 2
  • Maharaj Singh
    • 4
  • N. K. Sinha
    • 4
    • 6
  1. 1.ICAR-Central Arid Zone Research InstituteJodhpurIndia
  2. 2.Centre for GlaciologyWadia Institute of Himalayan GeologyDehradunIndia
  3. 3.Health, Safety and Environment GroupIndira Gandhi Centre for Atomic ResearchKalpakkamIndia
  4. 4.ICAR-Central Arid Zone Research Institute, RRSJaisalmerIndia
  5. 5.ICAR-Indian Institute of Soil and Water Conservation, Research CentreUdhagamandalamIndia
  6. 6.ICAR-Indian Institute of Natural Resins and GumsRanchiIndia

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