Trends of Extreme Temperature Over the Lake Urmia Basin, Iran, During 1987-2014

Authors

1 Lecturer, Department of Geography, payam Noor University, Tehran, Iran

2 Assistant Professor, Department of Geography, Urmia University, Urmia, Iran

Abstract

The variability of temperature extremes has been the focus of attention during the past several decades and had a great influence on the hydrologic cycle. A long-term, high-quality daily maximum (TX) and minimum temperature (TN) of seven stations was used to determine the spatial and temporal characteristics of extreme temperature events in Lake Urmia Basin in Iran during 1987 to 2014. The RClimdex was used to calculate 16 extreme temperature indices recommended by the Expert Team on Climate Change Detection and Indices (ETCCDI) for this study and the Mann-Kendall test was employed to assess the trend. All the temperature-based indices show patterns consistent with a general warming trend. The results revealed statistically significant changes in important temperature indices over the study area during the past three decades. On the whole, cold indices, including cool days, cool nights, ice days, frost days and cold spell duration index significantly decreased by -3.07, -2.27, -1.8, -1.53 and -0.16 days/decade, respectively. In contrast, warm indices such as warm days, warm nights, summer days, tropical nights, warm spell duration index, and growing season length significantly increased by 2.99, 3.34, 3.3, 3.06, 2.63 and 1.79 days/decade. Minimum TX, maximum TX, Minimum TN and maximum TN increased significantly by 1.00, 1.76, 0.36 and 1.01 °C/decade. Furthermore, the magnitudes of the trends in cold/warm days are larger than those in cold/warm nights, which indicate that the trends in minimum temperature extremes are more rapid than in maximum temperature extremes. Strong relationships between the annual mean temperature and the extreme temperature indices were detected in this study.

Keywords

Main Subjects


AghaKouchak, A., Cheng, L., Mazdiyasni, O. and Farahmand, A., 2014, Global warming and changes in risk of concurrent climate extremes: Insights from the 2014 California drought. Geophysical Research Letters, 41(24), 8847-8852.
AghaKouchak, A., Feldman, D., Hoerling, M., Huxman, T. and Lund, J., 2015a, Water and climate: Recognize anthropogenic drought. Nature, 524(7566), 409–411.
AghaKouchak, A., Norouzi, H., Madani, K., Mirchi, A., Azarderakhsh, M., Nazemi, A., Awal Fb. and Hassanzadeh, E., 2015b, Aral Sea syndrome desiccates Lake Urmia: call for action. Journal of Great Lakes Research, 41(1), 307-311.
Aguilar, E., Peterson, T. C., Ramirez Obando, P., Frutos, R., Retana, J. A., Solera, M., Soley, J., Gonzalez Garcia, I., Araujo, R. M., Rosa Santos, A., Valle, V. E., Brunet, M., Aguilar, L., Alvarez, L., Bautista, M., Castanon, C., Herrera, L., Ruano, E., Sinay, J. J., Sanchez, E., Hernandez Oviedo, G. I., Obed, F., Salgado, J. E., Vazquez, J. L., Baca, M., Gutierrez, M., Centella, C., Espinosa, J., Martinez, D., Olmedo, B., Ojeda Espinoza, C. E., Nunez, R., Haylock, M., Benavides, H. and Mayorga, R., 2005, Changes in precipitation and temperature extremes in Central America and northern South America, 1961-2003. Journal of Geophysical Research: 110, D23107. http://dx.doi.org/10.1029/2005JD006119.
Aguilar, E., Aziz Barry, A., Brunet, M., Ekang, L., Fernandes, A., Massoukina, M., Mbah, J., Mhanda, A., do Nascimento, D. J., Peterson, T. C., Thamba Umba, O., Tomou, M. and Zhang, X., 2009, Changes in temperature and precipitation extremes in western central Africa, Guinea Conakry, and Zimbabwe, 1955–2006. Journal of Geophysical Research: Atmospheres, 114(D2).
Alexander, L. V., Zhang, X. B., Peterson, T. C., Caesar, J., Gleason, B., Klein Tank, A., Haylock, M., Collins, D., Trewin, B. and Rahimzadeh, F., 2006, Global observed changes in daily climate extremes of temperature and precipitation. Journal of Geophysical Research: Atmospheres, 111(D5).
Alijani, B., 2007, Time series analysis of daily rainfall variability and extreme events. 10th International Meeting on Statistical Climatology, Beijing, China.
Alijani, B., 2011, Spatial analysis of daily temperatures and precipitation extremes in Iran, Applied Research in Geographical Sciences, 20, 9-30 (in Persian).
Alijani, B. and Farajzadeh, H., 2015, Trend analysis of extreme temperature indices in the North West of Iran, Geography and planning, 19(52), 229-256 (in Persian).
Alizadeh‐Choobari, O., Ahmadi‐Givi, F., Mirzaei, N. and Owlad, E., 2016a, Climate change and anthropogenic impacts on the rapid shrinkage of Lake Urmia. International Journal of Climatology, 36(13), 4276-4286.
Alizadeh-Choobari, O., Ghafarian, P. and Adibi, P., 2016b, Inter-annual variations and trends of the urban warming in Tehran. Atmospheric Research, 170, 176-185.
Alizadeh-Choobari, O. and Najafi, M. S., 2017, Extreme weather events in Iran under a changing climate. Climate Dynamics, 1-12.
Brown, S. J., Caesar, J. and Ferro, C. A. T., 2008, Global changes in extreme daily temperature since 1950. Journal of Geophysical Research, 113, D05115.
Caesar, J., Alexander, L. V., Trewin, B., Tse‐ring, K., Sorany, L., Vuniyayawa, V., Keosavang, N., Shimana, A., Htay, M. M., Karmacharya, J., Jayasinghearachchi, D. A., Sakkamart, J., Soares, E., Hung, L. T., Thuong, L. T., Hue, C. T., Dung, N. T. T., Hung, P. V., Cuong, H. D., Cuong, N. M. and Sirabaha, S., 2011, Changes in temperature and precipitation extremes over the Indo‐Pacific region from 1971 to 2005. International Journal of Climatology, 31(6), 791-801.
Choi, G., Collins, D., Ren, G. Y., Trewin, B., Baldi, M., Fukuda, Y., Afzaal, M., Pianmana, T., Gomboluudev, P., Huong, P. T. T., Lias, N., Kwon, W. T., Boo, K. O., Chaa, Y. M. and Zhou, Y. Q., 2009, Changes in means and extreme events of temperature and precipitation in the Asia‐Pacific Network region, 1955–2007. International Journal of Climatology, 29(13), 1906-1925.
Dashkhuu, D., Kim, J. P., Chun, J. A. and Lee, W., 2015, Long-term trends in daily temperature extremes over Mongolia. Weather and Climate Extremes, 8, 26–33.
Delju, A. H., Ceylan, A., Piguet, E. and Rebetez, M., 2013, Observed climate variability and change in Urmia Lake Basin, Iran. Theoretical and Applied Climatology, 111(1-2), 285-296.
Fan, X., Wang, Q. and Wang, M., 2012, Changes in temperature and precipitation extremes during 1959–2008 in Shanxi, China. Theoretical and Applied Climatology, 109(1-2), 283-303.
Fathian, F., Morid, S. and Kahya, E., 2015, Identification of trends in hydrological and climatic variables in Urmia Lake basin, Iran. Theoretical and Applied Climatology, 119 (3-4), 443-464.
Fernández‐Montes, S. and Rodrigo, F. S., 2012, Trends in seasonal indices of daily temperature extremes in the Iberian Peninsula, 1929–2005. International Journal of Climatology, 32(15), 2320-2332.
Gilles, D., Christian, W., Nicole, M., Lucien, H. and Laurent, P., 2006, Topography and recent winter rainfall regime change in temperate Western European areas: a case study in the Rhine‐Meuse basin. International Journal of Climatology, 26(6), 785-796.
Griffiths, G. M., Chambers, L. E., Haylock, M. R., Manton, M. J., Nicholls, N., Baek, H.-J., Choi, Y., Della-Marta, P. M., Gosai, A., Iga, N., Lata, R., Laurent, V., Maitrepierre, L., Nakamigawa, H., Ouprasitwong, N., Solofa, D., Tahani, L., Thuy, D. T., Tibig, L., Trewin, B., Vediapan, K. and Zhai, P., 2005, Change in mean temperature as a predictor of extreme temperature change in the Asia–Pacific region. International Journal of Climatology, 25(10), 1301-1330.
Guan, Y., Zhang, X., Zheng, F. and Wang, B., 2015, Trends and variability of daily temperature extremes during 1960–2012 in the Yangtze River Basin, China. Global and Planetary Change, 124, 79–94.
Haylock, M. R., Peterson, T. C., Alves, L. M., Ambrizzi, T., Anunciacao, M. T., Baez, J., Barros, V. R., Berlato, M. A., Bidegain, M., Coronel, G., Corradi, V., Garcia, V. J., Grimm, A. M., Karoly, D., Marengo, J. A., Marino, M. B., Moncunill, D. F., Nechet, D., Quintana, J., Rebello, E., Rusticucci, M., Santos, J. L., Trebejo, I. and Vincent, L. A., 2006, Trends in total and extreme South American rainfall in 1960-2000 and links with sea surface temperature. Journal of Climate, 19(8), 1490-1512.
IPCC (2013), Summary for Policymakers. In: Stocker, T. F., Qin, D., Plattner, G.-K., Tignor, M., Allen, S. K., Boschung, J., Nauels, A., Xia, Y., Bex, V., Midgley, P. M., (Eds.), Climate Change 2013: The Physical Science Basis. Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge, United Kingdom; New York, New York, USA.
Keggenhoff, I., Elizbarashvili, M., Amiri-Farahani, A. and King, L., 2014, Trends in daily temperature and precipitation extremes over Georgia, 1971–2010. Weather and Climate Extremes, 4, 75-85.
Kendall, M. G., 1962, Rank correlation methods. 3rd ed. Hafner Publishing Company, New York.
Klein Tank, A. M. G., Peterson, T. C., Quadir, D. A., Dorji, S., Zou, X., Tang, H., Santhosh, K., Joshi, U. R., Jaswal, A. K., Kolli, R. K., Sikder, A. B., Deshpande, N. R., Revadekar, J. V., Yeleuova, K., Vandasheva, S., Faleyeva, M., Gomboluudev, P., Budhathoki, K. P., Hussain, A., Afzaal, M., Chandrapala, L., Anvar, H., Amanmurad, D., Asanova, V. S., Jones, P. D., New, M. G. and Spektorman, T., 2006, Changes in daily temperature and precipitation extremes in central and south Asia. Journal of Geophysical Research: Atmospheres, 111(D16).
Lana, X., Martínez, M. D., Serra, C. and Burgueno, A., 2004, Spatial and temporal variability of the daily rainfall regime in Catalonia (northeastern Spain), 1950–2000. International Journal of Climatology, 24(5), 613-641.
Li, Z., Zheng, F. L., Liu, W. Z. and Flanagan, D. C., 2010, Spatial distribution and temporal trends of extreme temperature and precipitation events on the Loess Plateau of China during 1961–2007, Quaternary International, 226(1), 92-100.
Mann, H. B., 1945, Non–parametric tests again trend. Econometrica, 13, 245–259.
Marengo, J., 2009, Climate Change, Extreme Weather and Climate Events in Brazil.
Marofi, S., Sohrabi, M. M., Mohammadi, K., Sabziparvar, A. A. and Zare-Abyaneh, H., 2011, Investigation of meteorological extreme events over coastal regions of Iran. Theoretical and Applied Climatology, 103, 401–412.
Masoodian, S. and Darand, M., 2012, Spatial and temporal analysis of Iran extreme cold day's trend. Geographical Research, 27(2), 37-56 (in Persian).
Moberg, A. and Jones, P. D., 2005, Trends in indices for extremes in daily temperature and precipitation in central and western Europe, 1901–99. International Journal of Climatology, 25(9), 1149-1171.
Modarres, R. and Silva, V. P. R., 2007, Rainfall trends in arid and semi-arid regions of Iran. Journal of Arid Environments 70, 344–355.
Molanejad, M., Soltani, M. and Ranjbar SaadatAbadi, A., 2014, Changes in precipitation extremes in climate variability over northwest Iran, International Journal of Agricultural Policy and Research, 2(10), 334-345.
New, M., Hewitson, B., Stephenson, D. B., Tsiga, A., Kruger, A., Manhique, A., Gomez, B., Coelho, C. A. S., Masisi, D. N., Kululanga, E., Mbambalala, E., Adesina, F., Saleh, H., Kanyanga, J., Adosi, J., Bulane, L., Fortunata, L., Mdoka, M. L. and Lajoie, R., 2006, Evidence of trends in daily climate extremes over southern and west Africa. Journal of Geophysical Research: Atmospheres, 111(D14).
Nikulin, G., Kjellström, E., Hansson, U. L. F., Strandberg, G. and Ullerstig, A., 2011, Evaluation and future projections of temperature, precipitation and wind extremes over Europe in an ensemble of regional climate simulations. Tellus A, 63(1), 41-55.
Partal, T. and Kahya, E., 2006, Trend analysis in Turkish precipitation data. Hydrological Processes, 20, 2011–2026.
Peterson, T. C. and Manton, M. J., 2008, Monitoring changes in climate extremes: a tale of international collaboration. Bulletin of the American Meteorological Society, 89(9), 1266-1271.
Peterson, T. C., Taylor, M. A., Demeritte, R., Duncombe, D. L., Burton, S., Thompson, F., Porter, A., Mercedes, M., Villegas, E., Fils, R. S., Tank, A. K., Martis, A., Warner, R., Joyette, A., Mills, W., Alexander, L. and Gleason, B., 2002, Recent changes in climate extremes in the Caribbean region. Journal of Geophysical Research: Atmospheres, 107(D21).
Rahimzadeh, F., Asgari, A. and Fattahi, E., 2009, Variability of extreme temperature and precipitation in Iran during recent decades. Int. J. Climatol., 29(3), 329–343.
Revadekar, J. V., Hameed, S., Collins, D., Manton, M., Sheikh, M., Borgaonkar, H. P., Kothawale, D. R., Adnan, M., Ahmed, A. U., Ashraf, J., Baidya, S., Islam, N., Jayasinghearachchi, D., Manzoor., N., Premalal, K. H. M. S. and Shreshta, M. L., 2013, Impact of altitude and latitude on changes in temperature extremes over South Asia during 1971–2000. International Journal of Climatology, 33(1), 199-209.
Sneyers, R., 1990, On the Statistical Analysis of Series of Observations. Technical Note 143. World Meteorological Organization, Geneva, Switzerland.
Skansi, M. D. L. M., Brunet, M., Sigró, J., Aguilar, E., Arevalo, G., Juan, A., Bentancur, O.J., Castellón, G., Yaruska, R., Correa, A., Ruth, L., Jácome, H., Malheiros, R. A., Oria Rojas, C., Pasten, A. M., Sallons Mitro, S., Villaroel Jiménez, C., Martínez, R., Alexander, L. V. and Jones, P. D., 2013, Warming and wetting signals emerging from analysis of changes in climate extreme indices over South America. Global and Planetary Change, 100, 295-307.
Sohrabi, M. M., Marofi, S. and Ababaei, B., 2009, Investigation of climatic extreme events of Northwest of Iran by using daily precipitation and minimum and maximum temperature. In Proc., International Conference on Water Resources, 334-340.
Sohrabi, M. M., Ryu, J. H. and Alijani, B., 2013, Spatial and Temporal Analysis of Climatic Extremes in the Mountainous Regions of Iran. The International Journal of Climate Change: Impacts and Responses, 4(4), 18-36.
Tabari, H., AghaKouchak, A. and Willems, P., 2014, A perturbation approach for assessing trends in precipitation extremes across Iran. Journal of Hydrology, 519, 1420-1427.
Tabari, H. and Talaee, P. H., 2011, Temporal variability of precipitation over Iran: 1966–2005. Journal of Hydrology, 396(3), 313-320.
Taghavi, F., 2010, Linkage between Climate Change and Extreme Events in Iran, Journal of the Earth & Space Physics. 36(2), 33-43.
Taghavi, F. and Mohammadi, H., 2007, Study the return period of extreme climate events for reduction of environmental impacts, journal of Environmental Studies, 33(43), 10-20 (in Persian).
Vincent, L. A., Aguilar, E., Saindou, M., Hassane, A. F., Jumaux, G., Roy, D., Booneeady, P., Virasami, R., Randriamarolaza, L. Y. A., Faniriantsoa, F. R., Amelie, V., Seeward, H. and Montfraix, B., 2011, Observed trends in indices of daily and extreme temperature and precipitation for the countries of the western Indian Ocean, 1961–2008. Journal of Geophysical Research: Atmospheres, 116(D10).
Vincent, L. A. and Mekis, E., 2006, Changes in daily and extreme temperature and precipitation indices for Canada over the twentieth century. Atmos. Ocean, 44, 177–193.
Vincent, L. A., Peterson, T. C., Barros, V. R., Marino, M. B., Rusticucci, M., Carrasco, G., Ramirez, E., Alves, L. M., Ambrizzi, T., Berlato, M. A., Grimm, A. M., Marengo, J. A., Molion, L., Moncunill, D. F., Rebello, E., Anunciaçao, Y. M. T., Quintana, J., Santos, J. L., Baez, J., Coronel, G., Garcia, J., Trebejo, I., Bidegain, M., Haylock, M. R. and Karoly, D., 2005, Observed trends in indices of daily temperature extremes in South America 1960-2000. Journal of climate, 18(23), 5011-5023.
Wang, X. L. and Feng, Y., 2013, RHtestsV4 User Manual. Climate Research Division, Atmospheric Science and Technology Directorate, Science and Technology Branch, Environment Canada. 28 pp.
Wang, S., Zhang, M., Wang, B., Sun, M. and Li, X., 2013, Recent changes in daily extremes of temperature and precipitation over the western Tibetan Plateau, 1973–2011. Quaternary International, 313, 110-117.
Wu, C., Huang, G., Yu, H., Chen, Z. and Ma, J., 2014, Spatial and temporal distributions of trends in climate extremes of the Feilaixia catchment in the upstream area of the Beijiang River Basin, South China. International Journal of Climatology, 34(11), 3161-3178.
Yan, G., Feng, Q., Wei, L., Aigang, L., Yu, W., Jing, Y., Cheng, A., Yamin, W., Yubo, S., Li, L. and Qianqian, M., 2015, Changes of daily climate extremes in Loess Plateau during 1960–2013. Quaternary International, 371, 5-21.
You, Q. L., Kang, S. C., Aguilar, E. and Yan, Y. P., 2008, Changes in daily climate extremes in the eastern and central Tibetan Plateau during 1961–2005. J. Geophys. Res., 113, D07101.
You, Q. L., Kang, S. C., Aguilar, E., Pepin, N., Flügel, W. A., Yan, Y. P., Xu, Y. W., Zhang, Y. J. and Huang, J., 2011, Changes in daily climate extremes in China and their connection to the large scale atmospheric circulation during 1961–2003. Climate Dynamics, 36(11-12), 2399-2417.
Yu, Z. and Li, X., 2015, Recent trends in daily temperature extremes over northeastern China (1960-2011). Quaternary International, 380, 35-48.
Zhang, X. B., Vincent, L. A., Hogg, W. D. and Niitsoo, A., 2000, Temperature and precipitation trends in Canada during the 20th century. Atmos. Ocean, 38(3), 395–429.
Zhang, X. and Feng, Y., 2004, RClimDex (1.0) User guide. Climate Research Branch Environment Canada.
Zhang, X., Aguilar, E., Sensoy, S., Melkonyan, H., Tagiyeva, U., Ahmed, N., Kutaladze, N., Rahimzadeh, F., Taghipour, A., Hantosh, T. H., Alpert, P. and Semawi, M., 2005, Trends in Middle East climate extreme indices from 1950 to 2003. Journal of Geophysical Research: Atmospheres, 110(D22).