Wind speed and temperature trends impacts on reference evapotranspiration in Southern Italy

Abstract

In this study, the impacts of both temperature and wind speed trends on reference evapotranspiration have been assessed using as a case study the Southern Italy, which present a wide variety of combination of such climatic variables trends in terms of direction and magnitude. The existence of statistically significant trends in wind speed and temperature from observational datasets, measured in ten stations over Southern Italy during the period 1968–2004, has been investigated. Time series have been examined using the Mann–Kendall nonparametric statistical test in order to detect possible evidences of wind speed and temperature trends at different temporal resolution and significance level. Once trends have been examined and quantified, the effects of these trends on seasonal reference evapotranspiration have been evaluated using the FAO-56 Penman–Monteith equation. Results quantified the effects of extrapolated temperature and wind speed trends on reference evapotranspiration. Where these climatic drivers are on the same direction, reference evapotranspiration generally increases during the growing season due to a nonlinear overlapping of effects. Whereas wind speed decreases and temperature increases, there is a sort of counterbalancing effect between the two considered climatic forcing in determining future reference evapotranspiration.

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References

  1. Aeronautica Militare (2009) Atlante Climatico d'Italia. Tiferno Grafica s.r.l. Città di Castello (Perugia), Pratica di Mare

  2. Allen RG, Pereira LS, Raes D, Smith M (1998) Crop evapotranspiration-Guidelines for computing crop water requirements-FAO Irrigation and drainage paper 56 FAO. Rome 300:6541

    Google Scholar 

  3. Atkinson N, Harman K, Lynn M, Schwarz A, Tindal A (2006) Long-term wind speed trends in northwestern Europe Garrad Hassan, Bristol:4

  4. Bakker A, Van den Hurk B, Coelingh J (2013) Decomposition of the windiness index in the Netherlands for the assessment of future long‐term wind supply. Wind Energy 16:927–938

    Article  Google Scholar 

  5. Balling RC, Idso SB (1989) Historical temperature trends in the United-States and the effect of urban-population growth. J Geophys Res-Atmospheres 94:3359–3363

    Article  Google Scholar 

  6. Blaney HF (1952) Determining water requirements in irrigated areas from climatological and irrigation data

  7. Brázdil R, Chromá K, Dobrovolný P, Tolasz R (2009) Climate fluctuations in the Czech Republic during the period 1961–2005. Int J Climatol 29:223–242

    Article  Google Scholar 

  8. Brutsaert W, Parlange M (1998) Hydrologic cycle explains the evaporation paradox Nature 396:30–30

  9. Chattopadhyay N, Hulme M (1997) Evaporation and potential evapotranspiration in India under conditions of recent and future climate change Agricultural and Forest Meteorology 87:55–73

  10. Chavuenet W (1871) A manual of spherical and practical astronomy.

  11. Chen L, Li D, Pryor S (2013) Wind speed trends over China: quantifying the magnitude and assessing causality. Int J Climatol 33:2579–2590

    Article  Google Scholar 

  12. Cohen S, Ianetz A, Stanhill G (2002) Evaporative climate changes at Bet Dagan, Israel, 1964–1998. Agric For Meteorol 111:83–91

    Article  Google Scholar 

  13. Collins DA, Della-Marta PM, Plummer N, Trewin BC (2000) Trends in annual frequencies of extreme temperature events in Australia. Aust Meteorol Mag 49:277–292

    Google Scholar 

  14. Cusack S (2013) A 101 year record of windstorms in the Netherlands. Clim Chang 116:693–704

    Article  Google Scholar 

  15. Dale L, Milborrow D, Slark R, Strbac G (2004) Total cost estimates for large-scale wind scenarios in UK Energy Policy 32:1949–1956

  16. Dinpashoh Y, Jhajharia D, Fakheri-Fard A, Singh VP, Kahya E (2011) Trends in reference crop evapotranspiration over Iran. J Hydrol 399:422–433

    Article  Google Scholar 

  17. Donohue RJ, McVicar TR, Roderick ML (2010) Assessing the ability of potential evaporation formulations to capture the dynamics in evaporative demand within a changing climate. J Hydrol 386(1):186–197

    Article  Google Scholar 

  18. Drake BG, Gonzàlez-Meler MA, Long SP (1997) More efficient plants: a consequence of rising atmospheric CO2?. Annual review of plant biology 48(1):609–639

  19. Eamus D (1991) The interaction of rising CO and temperatures with water use efficiency. Plant, Cell & Environment 14(8):843–852

  20. Earl N, Dorling S, Hewston R, von Glasow R (2013) 1980–2010 Variability in UK Surface Wind Climate Journal of Climate 26

  21. Elnesr M, Alazba A (2013) Effect of climate change on spatio-temporal variability and trends of evapotranspiration, and its impact on water resources management in the Kingdom of Saudi Arabia Climate change—realities, impacts over ice cap, sea level and risks. In Tech 10:54832

    Google Scholar 

  22. Fu, G., Charles, S.P., Yu, J. (2009). A critical overview of pan evaporation trends over the last 50 years. Climatic Change, 97(1–2), 193–214.

  23. Golubev VS et al. (2001) Evaporation changes over the contiguous United States and the former USSR: a reassessment Geophysical Research Letters 28:2665–2668

  24. Guitjens JC (1982) Models of alfalfa yield and evapotranspiration Journal of the irrigation and drainage division 108:212–222

  25. Guoyu R et al (2005) Climate changes of China’s mainland over the past half century. Acta Meteorologica Sinica 63:942–956

    Google Scholar 

  26. Hamon WR (1963) Computation of direct runoff amounts from storm rainfall Int Assoc Sci Hydrol Publ 63:52–62

  27. Harbeck GE (1962) A practical field technique for measuring reservoir evaporation utilizing mass-transfer theory. Office, US Government Printing

    Google Scholar 

  28. Hargreaves GH, Samani ZA (1985) Reference crop evapotranspiration from ambient air temperature American Society of Agricultural Engineers (Microfiche collection)(USA) no fiche no 85–2517

  29. Hazlett M (2011) Climate change could have major impacts on wind resources North American Windpower Zackin 3

  30. Hewston R, Dorling SR (2011) An analysis of observed daily maximum wind gusts in the UK Journal of Wind Engineering and Industrial Aerodynamics 99:845–856

  31. Hirsch RM, Slack JR, Smith RA (1982) Techniques of trend analysis for monthly water quality data Water Resources Research 319:83–95

  32. Holt E, Wang J (2012) Trends in wind speed at wind turbine height of 80 m over the contiguous United States using the North American Regional Reanalysis (NARR) Journal of Applied Meteorology & Climatology 51

  33. Irmak S, Kabenge I, Skaggs KE, Mutiibwa D (2012) Trend and magnitude of changes in climate variables and reference evapotranspiration over 116-yr period in the Platte River Basin, central Nebraska–USA. J Hydrol 420:228–244

    Article  Google Scholar 

  34. Jhajharia D, Dinpashoh Y, Kahya E, Singh VP, Fakheri‐Fard A (2012) Trends in reference evapotranspiration in the humid region of northeast India Hydrological Processes 26:421–435

  35. Jiang Y, Luo Y, Zhao Z, Tao S (2010) Changes in wind speed over China during 1956–2004 Theoretical and Applied Climatology 99:421–430

  36. Jiménez-Muñoz JC, Sobrino JA, Mattar C (2012) Recent trends in solar exergy and net radiation at global scale. Ecol Model 228:59–65

    Article  Google Scholar 

  37. Kendall MG (1962) Rank correlation methods. Hafner, New York

    Google Scholar 

  38. Klink K (1999) Trends in mean monthly maximum and minimum surface wind speeds in the coterminous United States, 1961 to 1990 Climate Research 13:193–205

  39. Kothyari UC, Singh VP (1996) Rainfall and temperature trends in India Hydrological Processes 10:357–372

  40. Kousari MR, Ahani H (2012) An investigation on reference crop evapotranspiration trend from 1975 to 2005 in Iran. Int J Climatol 32:2387–2402

    Article  Google Scholar 

  41. Kruger AC, Shongwe S (2004) Temperature trends in South Africa: 1960–2003. Int J Climatol 24:1929–1945

    Article  Google Scholar 

  42. Lawrimore JH, Peterson TC (2000) Pan evaporation trends in dry and humid regions of the United States Journal of Hydrometeorology 1

  43. Lettenmaier DP, Wood EF, Wallis JR (1994) Hydro-climatological trends in the continental United-States, 1948–88 Journal of Climate 7:586–607

  44. Lin C, Yang K, Qin J, Fu R (2013) Observed coherent trends of surface and upper-air wind speed over China since 1960 Journal of Climate 26

  45. Liu X, Zhang D (2013) Trend analysis of reference evapotranspiration in Northwest China: the roles of changing wind speed and surface air temperature Hydrological Processes 27:3941–3948

  46. Liu H, Li Y, Josef T, Zhang R, Huang G (2014) Quantitative estimation of climate change effects on potential evapotranspiration in Beijing during 1951–2010. J Geog Sci 24:93–112

    Article  Google Scholar 

  47. Mann HB (1945) Non parametric tests again trend. Econometrica 13:245–259

    Article  Google Scholar 

  48. Manton MJ (2001) Trends in extreme daily rainfall and temperature in Southeast Asia and the South Pacific: 1961–1998. Int J Climatol 21:269–284

    Article  Google Scholar 

  49. McKenney MS, Rosenberg NJ (1993) Sensitivity of some potential evapotranspiration estimation methods to climate change. Agric For Meteorol 64(1):81–110

    Article  Google Scholar 

  50. McVicar TR, Van Niel TG, Li LT, Roderick ML, Rayner DP, Ricciardulli L, Donohue RJ (2008) Wind speed climatology and trends for Australia, 1975–2006: Capturing the stilling phenomenon and comparison with near-surface reanalysis output Geophysical Research Letters 35 doi:10.1029/2008gl035627

  51. McVicar TR et al (2012) Global review and synthesis of trends in observed terrestrial near-surface wind speeds: implications for evaporation. J Hydrol 416:182–205. doi:10.1016/j.jhydrol.2011.10.024

    Article  Google Scholar 

  52. Monteith J (1965) Evaporation and environment. Symp Soc Exp Biol 19:205–234

    Google Scholar 

  53. Moratiel R, Snyder RL, Duran JM, Tarquis AM (2011) Trends in climatic variables and future reference evapotranspiration in Duero Valley (Spain) Natural Hazards and Earth System Sciences 11:1795–1805 doi:10.5194/nhess-11-1795-2011

  54. Penman HL (1948) Natural evaporation from open water, bare soil and grass Proceedings of the Royal Society of London Series A Mathematical and Physical Sciences 193:120–145

  55. Peterson T (1995) Evaporation losing its strength. Nature 377:687–688

    Article  Google Scholar 

  56. Piervitali E, Colacino M, Conte M (1997) Signals of climatic change in the central-western Mediterranean basin Theoretical and Applied Climatology 58:211–219

  57. Pirazzoli PA, Tomasin A (2003) Recent near-surface wind changes in the central Mediterranean and Adriatic areas. Int J Climatol 23:963–973

    Article  Google Scholar 

  58. Priestley C, Taylor R (1972) On the assessment of surface heat flux and evaporation using large-scale parameters Monthly weather review 100:81–92

  59. Pryor S, Ledolter J (2010) Addendum to “Wind speed trends over the contiguous United States” Journal of Geophysical Research: Atmospheres (1984–2012) 115

  60. Pryor S, Barthelmie R, Kjellström E (2005) Potential climate change impact on wind energy resources in northern Europe: analyses using a regional climate model Climate Dynamics 25:815–835

  61. Pryor SC et al. (2009) Wind speed trends over the contiguous United States Journal of Geophysical Research-Atmospheres 114 doi:10.1029/2008jd011416

  62. Rahim M, Yoshino J, Doi Y, Yasuda T (2012) Effects of Global Warming on the Average Wind Speed Field in Central Japan Journal of Sustainable Energy & Environment 3:165–171

  63. Rayner D (2007) Wind run changes: the dominant factor affecting pan evaporation trends in Australia Journal of Climate 20

  64. Roderick ML, Farquhar GD (2002) The cause of decreased pan evaporation over the past 50 years Science 298:1410–1411

  65. Roderick ML, Farquhar GD (2004) Changes in Australian pan evaporation from 1970 to 2002. Int J Climatol 24:1077–1090

    Article  Google Scholar 

  66. Roderick ML, Rotstayn LD, Farquhar GD, Hobbins MT (2007) On the attribution of changing pan evaporation Geophysical Research Letters 34 doi:10.1029/2004JD004511

  67. Sahsamanoglou HS, Makrogiannis TJ (1992) Temperature trends over the Mediterranean Region, 1950–88 Theoretical and Applied Climatology 45:183–192

  68. Sailor DJ, Smith M, Hart M (2008) Climate change implications for wind power resources in the Northwest United States Renewable Energy 33:2393–2406

  69. Schiesser H, Pfister C, Bader J (1997) Winter storms in Switzerland north of the Alps 1864/1865–1993/1994 Theoretical and Applied Climatology 58:1–19

  70. Siegismund F, Schrum C (2001) Decadal changes in the wind forcing over the North Sea Climate Research 18:39–45

  71. Smits A, Klein Tank A, Können G (2005) Trends in storminess over the Netherlands, 1962–2002. Int J Climatol 25:1331–1344

    Article  Google Scholar 

  72. Stocker DQ (2013) Climate change 2013: The physical science basis Working Group I Contribution to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change, Summary for Policymakers, IPCC

  73. Talaee PH, Some’e BS, Ardakani SS (2013) Time trend and change point of reference evapotranspiration over Iran Theoretical and Applied Climatology:1–9

  74. Thomas A (2000) Spatial and temporal characteristics of potential evapotranspiration trends over China. Int J Climatol 20:381–396

    Article  Google Scholar 

  75. Thornthwaite CW (1948) An approach toward a rational classification of climate. Geogr Rev 38:55–94

    Article  Google Scholar 

  76. Tokinaga H, Xie S-P (2011) Weakening of the equatorial Atlantic cold tongue over the past six decades Nature Geoscience 4:222–226

  77. Tuller SE (2004) Measured wind speed trends on the west coast of Canada. Int J Climatol 24:1359–1374

    Article  Google Scholar 

  78. Turc L (1961) Evaluation des besoins en eau d’irrigation, évapotranspiration potentielle Ann agron 12:13–49

  79. Viola F, Liuzzo L, Noto LV, Lo Conti F, La Loggia G (2014) Spatial distribution of temperature trends in Sicily. Int J Climatol 34:1–17

    Article  Google Scholar 

  80. Wan H, Wang XL, Swail VR (2010) Homogenization and trend analysis of Canadian near-surface wind speeds. J Clim 23:1209–1225. doi:10.1175/2009jcli3200.1

    Article  Google Scholar 

  81. Ward MN, Hoskins BJ (1996) Near-surface wind over the global ocean 1949–1988. J Clim 9:1877–1895

    Article  Google Scholar 

  82. Xu C-Y, Singh V (2002) Cross comparison of empirical equations for calculating potential evapotranspiration with data from Switzerland Water Resources Management 16:197–219

  83. Xu M, Chang CP, Fu C, Qi Y, Robock A, Robinson D, Zhang Hm (2006) Steady decline of east Asian monsoon winds, 1969–2000: Evidence from direct ground measurements of wind speed Journal of Geophysical Research: Atmospheres (1984–2012) 111

  84. Young I, Zieger S, Babanin A (2011) Global trends in wind speed and wave height Science 332:451–455

  85. Zhai PM, Pan XH (2003) Trends in temperature extremes during 1951–1999 in China. Geophys Res Lett 30

  86. Zhang L, Ren G (2003) Change in dust storm frequency and the climatic controls in northern China. Acta Meteorologica Sinica 61:744–750

    Google Scholar 

  87. Zhang XB, Vincent LA, Hogg WD, Niitsoo A (2000) Temperature and precipitation trends in Canada during the 20th century Atmos-Ocean 38:395–429

  88. Zongxing L et al. (2014) Spatial and temporal trend of potential evapotranspiration and related driving forces in Southwestern China, during 1961–2009 Quaternary International

  89. Zunya W, Yihui D, Jinhai H, Jun Y (2004) An updating analysis of the climate change in China in recent 50 years. Acta Meteorologica Sinica 62:228–236

    Google Scholar 

  90. Zuo D, Xu Z, Yang H, Liu X (2012) Spatiotemporal variations and abrupt changes of potential evapotranspiration and its sensitivity to key meteorological variables in the Wei River basin, China Hydrological Processes 26:1149–1160

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Liuzzo, L., Viola, F. & Noto, L.V. Wind speed and temperature trends impacts on reference evapotranspiration in Southern Italy. Theor Appl Climatol 123, 43–62 (2016). https://doi.org/10.1007/s00704-014-1342-5

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Keywords

  • Wind Speed
  • Temperature Trend
  • Potential Evapotranspiration
  • Reference Evapotranspiration
  • Monteith Equation