Abstract
The present study analyzes the observed extreme precipitation based on the daily precipitation records of 49 ground stations across Iran from 1980 to 2019. The present study aims to investigate the frequency, intensity, and trend of precipitation extremes in different climate zones. We computed the new extreme precipitation indices (EPI) recommended by the Expert Team on Sector–Specific Climate Indices (ET-SCI) and used two nonparametric tests, the modified Mann–Kendall (MM–K) test and Sen slope estimator (SSE), to identify the trend magnitude. Also, we applied the Buishand test for detecting the potential change-point of EPIs in Iran. The results showed that the consecutive wet days (CWD) are decreasing at 73.47% of the stations in Iran. The annual sum of precipitation in wet days (PRCPTOT) index in 87.76% of Iran showed a decreasing trend, indicating severe drought conditions in Iran. The simple daily intensity index (SDII) in 71.42% (30.23% at the level of 0.05 significance) has an increasing trend. The heavy precipitation index (R10mm) showed a decreasing trend in all zones. The most frequent change-point of extreme precipitation occurred in 1997 and 1998 on Iran’s west, southeast, and southern coasts. Increasing the intensity of precipitation along with decreasing in precipitation frequency has caused the increased contribution of extreme precipitation to the total annual precipitation in Iran.
Similar content being viewed by others
Availability of Data and Material
Not applicable.
Code Availability
The R package used in this paper is available on github (https://github.com/ECCC-CDAS/RClimDex).
References
Ajjur, S. B., & Riffi, M. I. (2020). Analysis of the observed trends in daily extreme Precipitation indices in Gaza Strip during 1974–2016. International Journal of Climatology. https://doi.org/10.1002/joc.6576
Alavinia, S. H., & Zarei, M. (2021). Analysis of spatial changes of extreme precipitation and temperature in Iran over a 50-year period. International Journal of Climatology, 41, E2269–E2289.
Alexander, L. V., Fowler, H. J., Bador, M., Behrangi, A., Donat, M. G., Dunn, R., & Venugopal, V. (2019). On the use of indices to study extreme precipitation on sub-daily and daily timescales. Environmental Research Letters, 14(12), 125008.
Alijani, B., & Harman, J. R. (1985). Synoptic climatology of precipitation in Iran. Annals of the Association of American Geographers, 75(3), 404–416.
Alijani, B., O’Brien, J., & Yarnal, B. (2008). Spatial analysis of precipitation intensity and concentration in Iran. Theoretical and Applied Climatology, 94(1), 107–124.
Alizadeh-Choobari, O., Ahmadi-Givi, F., Mirzaei, N., & Owlad, E. (2016). Climate change and anthropogenic impacts on the rapid shrinkage of Lake Urmia. International Journal of Climatology, 36(13), 4276–4286.
Babaeian, I., & Rezazadeh, P. (2018). On the relationship between Indian monsoon withdrawal and Iran’s fall precipitation onset. Theoretical and Applied Climatology, 134(1–2), 95–105.
Beck, H. E., Zimmermann, N. E., McVicar, T. R., Vergopolan, N., Berg, A., & Wood, E. F. (2018). Present and future Köppen-Geiger climate classification maps at 1-km resolution. Scientific Data, 5(1), 1–12.
Benestad, R. E. (2018). Implications of a decrease in the precipitation area for the past and the future. Environmental Research Letters, 13(4), 044022.
Beniston, M. (2015). Ratios of record high to record low temperatures in Europe exhibit sharp increases since 2000 despite a slowdown in the rise of mean temperatures. Climatic Change, 129(1–2), 225–237.
Buishand, T. A. (1982). Some methods for testing the homogeneity of rainfall records. Journal of Hydrology, 58(1–2), 11–27.
Cardoso Pereira, S., Marta-Almeida, M., Carvalho, A. C., & Rocha, A. (2020). Extreme precipitation events under climate change in the Iberian Peninsula. International Journal of Climatology, 40(2), 1255–1278.
Carpenter, S. R., Booth, E. G., & Kucharik, C. J. (2018). Extreme precipitation and phosphorus loads from two agricultural watersheds. Limnology and Oceanography, 63(3), 1221–1233.
Chapagain, D., Dhaubanjar, S., & Bharati, L. (2021). Unpacking future climate extremes and their sectoral implications in western Nepal. Climatic Change, 168(1), 1–23.
Dadashi-Roudbari, A., & Ahmadi, M. (2020). Evaluating temporal and spatial variability and trend of aerosol optical depth (550 nm) over Iran using data from MODIS on board the Terra and Aqua satellites. Arabian Journal of Geosciences, 13(6), 1–23.
Dadashi-Roudbari, A., & Ahmadi, M. (2021). An assessment of change point and trend of diurnal variation of dust storms in Iran: A multi-instrumental approach from in situ, multi-satellite, and reanalysis dust product. Meteorology and Atmospheric Physics, 133(5), 1523–1544.
Daniels, E. E., Hutjes, R. W., Lenderink, G., Ronda, R. J., & Holtslag, A. A. (2015). Land surface feedbacks on spring precipitation in the Netherlands. Journal of Hydrometeorology, 16(1), 232–243.
Darand, M., Dostkamyan, M., & Rehmani, M. I. A. (2017). Spatial autocorrelation analysis of extreme precipitation in Iran. Russian Meteorology and Hydrology, 42(6), 415–424.
de Vries, A. J., Tyrlis, E., Edry, D., Krichak, S. O., Steil, B., & Lelieveld, J. (2013). Extreme precipitation events in the Middle East: Dynamics of the Active Red Sea Trough. Journal of Geophysical Research: Atmospheres, 118(13), 7087–7108.
Donat, M. G., Alexander, L. V., Yang, H., Durre, I., Vose, R., Dunn, R. J. H., & Kitching, S. (2013). Updated analyses of temperature and precipitation extreme indices since the beginning of the twentieth century: The HadEX2 dataset. Journal of Geophysical Research: Atmospheres, 118(5), 2098–2118.
Donat, M. G., Lowry, A. L., Alexander, L. V., O’Gorman, P. A., & Maher, N. (2017). Addendum: More extreme precipitation in the world’s dry and wet regions. Nature Climate Change, 7(2), 154–158.
Donat, M. G., Angélil, O., & Ukkola, A. M. (2019). Intensification of precipitation extremes in the world’s humid and water-limited regions. Environmental Research Letters, 14(6), 065003.
Dravitzki, S., & McGregor, J. (2011). Extreme precipitation of the Waikato region. New Zealand. International Journal of Climatology, 31(12), 1803–1812.
Fathian, F., Ghadami, M., Haghighi, P., Amini, M., Naderi, S., & Ghaedi, Z. (2020). Assessment of changes in climate extremes of temperature and precipitation over Iran. Theoretical and Applied Climatology, 141, 1119–1133. https://doi.org/10.1007/s00704-020-03269-2
Flocas, H. A., Simmonds, I., Kouroutzoglou, J., Keay, K., Hatzaki, M., Bricolas, V., & Asimakopoulos, D. (2010). On cyclonic tracks over the eastern Mediterranean. Journal of Climate, 23(19), 5243–5257.
Ghalhari, G. F., Roudbari, A. D., & Asadi, M. (2016). Identifying the spatial and temporal distribution characteristics of precipitation in Iran. Arabian Journal of Geosciences, 9(12), 1–12.
Ghiami-Shamami, F., Sabziparvar, A. A., & Shinoda, S. (2019). Long-term comparison of the climate extremes variability in different climate types located in coastal and inland regions of Iran. Theoretical and Applied Climatology, 136(3–4), 875–897.
Guo, X., Wu, Z., He, H., Du, H., Wang, L., Yang, Y., & Zhao, W. (2018). Variations in the start, end, and length of extreme precipitation period across China. International Journal of Climatology, 38(5), 2423–2434.
Hamed, K. H. (2008). Trend detection in hydrologic data: The Mann-Kendall trend test under the scaling hypothesis. Journal of Hydrology, 349(3–4), 350–363.
Hay, J. E., Easterling, D., Ebi, K. L., Kitoh, A., & Parry, M. (2016). Conclusion to the special issue: Observed and projected changes in weather and climate extremes. Weather and Climate Extremes, 11, 103–105.
Heureux, A. M. C., Alvar-Beltrán, J., Manzanas, R., Ali, M., Wahaj, R., Dowlatchahi, M., Afzaal, M., Kazmi, D., Ahmed, B., Salehnia, N., & Fujisawa, M. (2022). Climate Trends and Extremes in the Indus River Basin, Pakistan: Implications for Agricultural Production. Atmosphere, 13(3), 378.
Hoegh-Guldberg, O., Jacob, D., Bindi, M., Brown, S., Camilloni, I., Diedhiou, A., & Hijioka, Y. (2018). Impacts of 1.5 C global warming on natural and human systems. Global warming of 1.5° C. An IPCC Special Report.
Intergovernmental Panel on Climate Change (IPCC), (2013). In: Stocker, T.F., et al. (Eds.), Climate Change 2013: The Physical Science Basis: Working Group I Contribution to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge Univ Press, Cambridge, United Kingdom and New York, NY, USA
IPCC (2012). Managing the Risks of Extreme Events and Disasters to Advance Climate Change Adaptation. A Special Report of Working Groups I and II of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge, UK, and New York, NY, USA, 582 pp
Javanmard, S., Yatagai, A., Nodzu, M. I., BodaghJamali, J., & Kawamoto, H. (2010). Comparing high-resolution gridded precipitation data with satellite rainfall estimates of TRMM_3B42 over Iran. Advances in Geosciences, 25, 119–125.
Kendall, M. G. (1948). Rank correlation methods.
Khalili, K., Tahoudi, M. N., Mirabbasi, R., & Ahmadi, F. (2016). Investigation of spatial and temporal variability of precipitation in Iran over the last half century. Stochastic Environmental Research and Risk Assessment, 30(4), 1205–1221.
Kharin, V. V., Zwiers, F. W., Zhang, X., & Wehner, M. (2013). Changes in temperature and precipitation extremes in the CMIP5 ensemble. Climatic Change, 119(2), 345–357.
Kharin, V. V., Flato, G. M., Zhang, X., Gillett, N. P., Zwiers, F., & Anderson, K. J. (2018). Risks from climate extremes change differently from 1.5 C to 2.0 C depending on rarity. Earth’s Future, 6(5), 704–715.
Kiany, M. S. K., Masoodian, S. A., Balling, R. C., Jr., & Montazeri, M. (2020). Evaluation of the TRMM 3B42 product for extreme precipitation analysis over southwestern Iran. Advances in Space Research, 66(9), 2094–2112.
Kirschbaum, D., Kapnick, S. B., Stanley, T., & Pascale, S. (2020). Changes in extreme precipitation and landslides over High Mountain Asia. Geophysical Research Letters, 47(4), e2019GL085347.
Kunkel, K. E. (2003). North American trends in extreme precipitation. Natural Hazards, 29(2), 291–305.
Leander, R., Buishand, T. A., & Tank, A. K. (2014). An alternative index for the contribution of precipitation on very wet days to the total precipitation. Journal of Climate, 27(4), 1365–1378.
Li, Y. G., He, D., Hu, J. M., & Cao, J. (2015). Variability of extreme precipitation over Yunnan Province, China 1960–2012. International Journal of Climatology, 35(2), 245–258.
Liu, H., Remer, L. A., Huang, J., Huang, H. C., Kondragunta, S., Laszlo, I., & Jackson, J. M. (2014). Preliminary evaluation of S-NPP VIIRS aerosol optical thickness. Journal of Geophysical Research: Atmospheres, 119(7), 3942–3962.
Maghrabi, A. H., & Alotaibi, R. N. (2018). Long-term variations of AOD from an AERONET station in the central Arabian Peninsula. Theoretical and Applied Climatology, 134(3–4), 1015–1026.
Mahbod, M., & Rafiee, M. R. (2021). Trend analysis of extreme precipitation events across Iran using percentile indices. International Journal of Climatology, 41(2), 952–969.
Mann, H. B. (1945). Nonparametric tests against trend. Econometrica. Journal of the Econometric Society, 13, 245–259.
Masih, I., Uhlenbrook, S., Maskey, S., & Smakhtin, V. (2011). Streamflow trends and climate linkages in the Zagros Mountains, Iran. Climatic Change, 104(2), 317–338.
Masson-Delmotte, V., Zhai, P., Pörtner, H. O., Roberts, D., Skea, J., Shukla, P. R., & Waterfield, T. (2018). Global warming of 1.5 C. An IPCC Special Report on the Impacts of Global Warming of, 1, 1–9.
Mofidi, A. (2005). Synoptic Climatology of Heavy Rainfalls with Origin of Red Sea Region in the Middle East. GEOGRAPHICAL RESEARCH, 19(4), 71–93. (In Persian).
Myers, L., & Sirois, M. J. (2004). S pearman Correlation Coefficients, Differences between. Encyclopedia of statistical sciences.
Najafi, M. R., & Moazami, S. (2016). Trends in total precipitation and magnitude–frequency of extreme precipitation in Iran, 1969–2009. International Journal of Climatology, 36(4), 1863–1872.
Nazemosadat, M. J., & Ghasemi, A. R. (2004). Quantifying the ENSO-related shifts in the intensity and probability of drought and wet periods in Iran. Journal of Climate, 17(20), 4005–4018.
Nissen, K. M., Leckebusch, G. C., Pinto, J. G., & Ulbrich, U. (2014). Mediterranean cyclones and windstorms in a changing climate. Regional Environmental Change, 14(5), 1873–1890.
Norris, J., Chen, G., & Neelin, J. D. (2019). Changes in frequency of large precipitation accumulations over land in a warming climate from the CESM Large Ensemble: The roles of moisture, circulation, and duration. Journal of Climate, 32(17), 5397–5416.
Palharini, R. S. A., Vila, D. A., Rodrigues, D. T., Quispe, D. P., Palharini, R. C., de Siqueira, R. A., & de Sousa Afonso, J. M. (2020). Assessment of the extreme precipitation by satellite estimates over South America. Remote Sensing, 12(13), 2085.
Pour, S. H., Wahab, A. K. A., & Shahid, S. (2020). Spatiotemporal changes in precipitation indicators related to bioclimate in Iran. Theoretical and Applied Climatology, 141(1), 99–115.
Prein, A. F., Rasmussen, R. M., Ikeda, K., Liu, C., Clark, M. P., & Holland, G. J. (2017). The future intensification of hourly precipitation extremes. Nature Climate Change, 7(1), 48–52.
Rahimi, M., & Fatemi, S. S. (2019). Mean versus extreme precipitation trends in Iran over the period 1960–2017. Pure and Applied Geophysics, 176(8), 3717–3735.
Rahimzadeh, F., Asgari, A., & Fattahi, E. (2009). Variability of extreme temperature and precipitation in Iran during recent decades. International Journal of Climatology: A Journal of the Royal Meteorological Society, 29(3), 329–343.
Rahman, M. S., & Islam, A. R. M. T. (2019). Are precipitation concentration and intensity changing in Bangladesh overtimes? Analysis of the possible causes of changes in precipitation systems. Science of the Total Environment, 690, 370–387.
Raziei, T., Mofidi, A., Santos, J. A., & Bordi, I. (2012). Spatial patterns and regimes of daily precipitation in Iran in relation to large-scale atmospheric circulation. International Journal of Climatology, 32(8), 1226–1237.
Roushangar, K., Alizadeh, F., & Adamowski, J. (2018). Exploring the effects of climatic variables on monthly precipitation variation using a continuous wavelet-based multiscale entropy approach. Environmental Research, 165, 176–192.
Rousta, I., Karampour, M., Doostkamian, M., Olafsson, H., Zhang, H., Mushore, T. D., & Vargas, E. R. M. (2020). Synoptic-dynamic analysis of extreme precipitation in Karoun River Basin, Iran. Arabian Journal of Geosciences, 13(2), 1–16.
Salehi, S., Dehghani, M., Mortazavi, S. M., & Singh, V. P. (2020). Trend analysis and change point detection of seasonal and annual precipitation in Iran. International Journal of Climatology, 40(1), 308–323.
Schär, C., Ban, N., Fischer, E. M., Rajczak, J., Schmidli, J., Frei, C., & O’Gorman, P. A. (2016). Percentile indices for assessing changes in heavy precipitation events. Climatic Change, 137(1–2), 201–216.
Sen, P. K. (1968). Estimates of the regression coefficient based on Kendall’s tau. Journal of American Statistical Association, 63, 1379–1389.
Shaffie, S., Mozaffari, G., & Khosravi, Y. (2019). Determination of extreme precipitation threshold and analysis of its effective patterns (case study: West of Iran). Natural Hazards, 99(2), 857–878.
Shongwe, M. E., van Oldenborgh, G. J., Van den Hurk, B., & van Aalst, M. (2011). Projected changes in mean and extreme precipitation in Africa under global warming. Part II: East Africa. Journal of climate, 24(14), 3718–3733.
Soltani, M., Laux, P., Kunstmann, H., Stan, K., Sohrabi, M. M., Molanejad, M., & Martin, M. V. (2016). Assessment of climate variations in temperature and precipitation extreme events over Iran. Theoretical and Applied Climatology, 126(3), 775–795.
Some’e, B. S., Ezani, A., & Tabari, H. (2012). Spatiotemporal trends and change point of precipitation in Iran. Atmospheric Research, 113, 1–12.
Stocker, T. F., Qin, D., Plattner, G. K., Tignor, M., Allen, S. K., Boschung, J., & Midgley, P. M. (2013). Climate change 2013: The physical science basis. Contribution of working group I to the fifth assessment report of the intergovernmental panel on climate change, 1535.
Tabari, H. (2020). Climate change impact on flood and extreme precipitation increases with water availability. Scientific Reports, 10(1), 1–10.
Tabari, H., & Willems, P. (2018). Seasonally varying footprint of climate change on precipitation in the Middle East. Scientific Reports, 8(1), 1–10.
Tabari, H., AghaKouchak, A., & Willems, P. (2014). A perturbation approach for assessing trends in precipitation extremes across Iran. Journal of Hydrology, 519, 1420–1427.
Talchabhadel, R., Karki, R., Thapa, B. R., Maharjan, M., & Parajuli, B. (2018). Spatio-temporal variability of extreme precipitation in Nepal. International Journal of Climatology, 38(11), 4296–4313.
Tan, J., Jakob, C., Rossow, W. B., & Tselioudis, G. (2015). Increases in tropical rainfall driven by changes in frequency of organized deep convection. Nature, 519(7544), 451–454.
Tebaldi, C., & Wehner, M. F. (2018). Benefits of mitigation for future heat extremes under RCP4. 5 compared to RCP8. 5. Climatic Change, 146(3–4), 349–361.
Thiel, H. (1950). A rank-invariant method of linear and polynomial regression analysis, Part 3. In Proceedings of Koninalijke Nederlandse Akademie van Weinenschatpen A (Vol. 53, pp. 1397–1412).
Trenberth, K. E., Dai, A., Rasmussen, R. M., & Parsons, D. B. (2003). The changing character of precipitation. Bull Am Meteorol Soc, 84(9), 1205–1218.
UNISDR (2015). The Human Cost of Weather-Related Disasters 1995–2015. United Nations Initiative for Disaster Reduction. Available at: https://www.unisdr.org/files/48588_ unisdrannualreport2015evs.pdf.
Wasko, C., Lu, W. T., & Mehrotra, R. (2018). Relationship of extreme precipitation, dry-bulb temperature, and dew point temperature across Australia. Environmental Research Letters, 13(7), 074031.
Westra, S., Alexander, L. V., & Zwiers, F. W. (2013). Global increasing trends in annual maximum daily precipitation. Journal of Climate, 26(11), 3904–3918.
Yue, S., & Hashino, M. (2003). Temperature trends in Japan: 1900–1996. Theoretical and Applied Climatology, 75(1–2), 15–27.
Zarrin, A., & Dadashi-Roudbari, A. (2021). Projection of future extreme precipitation in Iran based on CMIP6 multi-model ensemble. Theoretical and Applied Climatology, 144(1), 643–660.
Zhang, X., Alexander, L., Hegerl, G. C., Jones, P., Tank, A. K., Peterson, T. C., & Zwiers, F. W. (2011). Indices for monitoring changes in extremes based on daily temperature and precipitation data. Wiley Interdisciplinary Reviews: Climate Change, 2(6), 851–870.
Zhang, W., Zhou, T., Zou, L., Zhang, L., & Chen, X. (2018). Reduced exposure to extreme precipitation from 0.5 C less warming in global land monsoon regions. Nature Communications, 9(1), 1–8.
Zhang, X., Aguilar, E., Sensoy, S., Melkonyan, H., Tagiyeva, U., Ahmed, N., & Wallis, T. (2005). Trends in Middle East climate extreme indices from 1950 to 2003. Journal of Geophysical Research: Atmospheres, 110(D22).
Zolina, O., Simmer, C., Kapala, A., & Gulev, S. (2005). On the robustness of the estimates of centennial-scale variability in heavy precipitation from station data over Europe. Geophysical Research Letters. https://doi.org/10.1029/2005GL023231
Acknowledgements
Abbasali Dadashi-Roudbari was supported by a grant from Ferdowsi University of Mashhad (no. FUM 14002794075). We would like to thank the Iran Meteorological Organization (IRIMO) for providing the necessary data and information.
Funding
Vice Chancellor for Research of Ferdowsi University of Mashhad.
Author information
Authors and Affiliations
Contributions
Conceived and designed the analysis: Azar Zarrin and Abbasali Dadashi-Roudbari. Collected the data: Azar Zarrin and Abbasali Dadashi-Roudbari. Contributed data or analysis tools: Azar Zarrin and Abbasali Dadashi-Roudbari. Performed the analysis: Azar Zarrin and Abbasali Dadashi-Roudbari. Wrote the paper: Azar Zarrin and Abbasali Dadashi-Roudbari. Writing—review and editing: Azar Zarrin and Abbasali Dadashi-Roudbari.
Corresponding author
Ethics declarations
Conflict of Interest
The authors declare that they have no conflict of interest.
Ethics Approval
We approve the ethical responsibilities of authors.
Consent to Participate
Not applicable.
Consent for Publication
Not applicable.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Zarrin, A., Dadashi-Roudbari, A. Spatiotemporal Variability, Trend, and Change-Point of Precipitation Extremes and Their Contribution to the Total Precipitation in Iran. Pure Appl. Geophys. 179, 2923–2944 (2022). https://doi.org/10.1007/s00024-022-03098-6
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00024-022-03098-6