Uncertainty of Climate Change Impact on the Flood Regime Case Study: Aidoghmoush Basin, East Azerbaijan, Iran

Document Type : Original Article

Authors

1 MSc Student, Irrigation Group, Abouraihan Campus, Tehran University

2 Assistant Professor, Irrigation Group, Abouraihan Campus, Tehran University

Abstract

This research was aimed to investigate the changes of flood magnitude and frequency considering the uncertainty of AOGCM models that may occur due to the climate change predicted for the time period of 2040-2069. At first, monthly temperature and precipitation data of AOGCM models (models of TAR reports) were provided in the baseline period (1971-2000) and the target period (2040-2069) under the SRES emission scenario, namely A2. Then, these data downscaled spatially and temporally to Aidoghmoush Basin by proportional and change factor methods. Results showed temperature increase and precipitation variation in the target period compared to the baseline period. Monthly probability distribution function of temperature and precipitation in the period of 2040-2069 was constructed by weighting method; comparing observed and modeled temperature-precipitation. A semi- conceptual model (IHACRES) for simulation of daily runoff was calibrated for the basin. Using the Monte Carlo approach 2000 samples of temperature and precipitation were sampled from probability distribution functions and introduced to IHACRES. Finally 2000 series of daily runoff were simulated for the target period. Theoretical probability distribution was fitted to maximum annual flood series and the flood regime of the target period was compared to that of the baseline. Results indicated that the climate change will affect the flood regime of the basin.

Keywords


قربانی واقعی، ح.، مساح بوانی، ع. ر. و بهرامی، ح. (1387)، " ارزیابی عملکرد مدل‌های AOGCM در شبیه‌سازی داده‌های اقلیمی بندرانزلی". سومین کنفرانس منابع آب ایران. تبریز.
مساح بوانی، ع.، مرید، س. و محمدزاده، م. (1385 الف)، "وضعیت آینده اقلیم حوضه زاینده‌رود تحت تأثیر تغییر اقلیم: مقایسه‌ای بین سناریوهای مدل‌های مختلف AOGCM". دومین کنفرانس منابع آب ایران.
مساح بوانی، ع.، مرید، س. و محمدزاده، م. (1385 ب)، "بررسی تأثیر عدم قطعیت در توزیع تجمعی احتمالاتی رواناب تحت تأثیر تغییر اقلیم"، دومین کنفرانس منابع آب ایران.
 
 
راماچاندرا، ر. (1939)، مترجم اسلامیان س و سلطانی کوپایی س. (1381). تحلیل فراوانی سیل، اصفهان: نشر ارکان.
Alison, L.K., Richard, G.J. and Nicholas, S.R. (2004), “RCM rainfall for UK flood frequency estimation“. II. Climate change results. Journal of Hydrology, 318: pp. 163-172
Ekstrom, M., Fowler, H.J., Kilsby, G.G. and Jones, P.D. (2003), “New estimates of future changes in extreme rainfall across the UK using regional climate model integrations.2. Future estimates and use in impact studies“. Journal of Hydrology, 300: pp. 234-251
Gellen, D. and Roulin, E. (1998), “Stream flow response of Belgian to IPCC climate change scenarios“. Journal of Hydrology, 210: pp. 242-258.
IPCC (2007), Summary for Policymarkers, in: Climate Change 2007. Solomon, S., D. Qin, M. Manning, Z. Chen, M. Marquis, K.B. Averyt, M.Tignor and H.L. Miller (eds.) (2007) Climate Change 2007: The Physical Science Basis. Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change, Cambridge University Press, Cambridge, pp. 1-18.
IPCC-DDC (1988) http://ipcc-ddc.cru.uea.ac.uk/
IPCC-TGCIA, (1999), Guidelines on the use of scenario data for climate impact and adaptation assessment. eds. Carter, T.R., Hulme, M. and Lal, M., Version 1, 69pp. Intergovernmental Panel on Climate Change, Task Group on Scenarios for Climate Impact Assessment.
Jakeman, A. J. and Hornberger, G. M. (1993), “How Much Complexity Is Warranted in a Rainfall-Runoff Model? “
 Water Resources Research., 29(8): pp. 2637-2649.
Jones, P.D. and Hulme, M. (1996), “Calculating regional climatic times series for temperature and precipitation: methods and illustrations“. International journal of climatology, 16: pp. 361-377
Katz, R.w. (2002), “Techniques for estimating uncertainty in climate change scenarios and impact studies“. Climate Research, 20(2).
Mirza, M. (2001), Global warming and changes in the probability of occurrence of floods in Bangladesh and implications. Global Environmental Change, 12: pp. 137-138
New, M. and Hulme, M. (2000), “Representing uncertainty in climate change scenario: a Monte-Carlo approach. “ Integrated Assessment, 1: pp. 203-213
Prudhomme, Ch., Jakob, D. and Svensson, C. (2001), “Uncertainty and climate change impact on the flood regime of small UK catchments“. Journal of Hydrology, 277: pp. 1-23
Steele- Dunne, S., Lynch, P., McGrath, R., Semmler, T., Wang, Sh., Hanafin, J. and Nolan, P. (2008), “The impacts of climate change on hydrology in Ireland“.Journal of Hydrology, 356: pp. 28-45.
Wilby, R.L. and Harris, I. (2006), “A frame work for assessing uncertainties in climate change impacts: low flow scenarios for the River Thames“, UK. Water Resources Research (in press).