برآورد تبخیر روزانه از مخزن سد با استفاده از روش بیلان انرژی و مقایسه با روابط متداول (مطالعۀ موردی: سد اکباتان)

نوع مقاله : پژوهشی

نویسندگان

1 کارشناس ارشد مهندسی عمران‌ـ آب و سازه‌های هیدرولیکی، گروه مهندسی عمران، دانشگاه بوعلی‌سینا، همدان‌

2 دکتری مهندسی آب، کارشناس مطالعات پایه منابع آب، شرکت سهامی آب منطقه‌ای همدان، همدان‌

چکیده

تبخیر به عنوان یکی از عوامل اصلی کاهش منابع آب‌های سطحی نظیر دریاچه‌ها و مخازن سدها شناخته شده است. با توجه به تعدد مؤلفه‌های مؤثر بر تبخیر، برآورد صحیح آن همواره مورد توجه محققان حوزۀ هیدرولوژی بوده است. در این پژوهش ارتفاع تبخیر روزانه از سطح مخزن سد اکباتان با استفاده از روش بیلان انرژی نسبت بوئن به عنوان روش پایه، برآورد و با نتایج 20 رابطۀ مختلف مقایسه شده است. بررسی‌ها بیانگر آن است که رابطۀ براتسارت‌ـ استریکر با مقادیر MSE، MAE و RMSE به‌ترتیب برابر با 36/0، 41/0 و 60/0 میلی‌متر بر روز و NSE و R2 برابر با 97/0 و 98/0 بهترین عملکرد را در برآورد تبخیر روزانه از سطح مخزن سد اکباتان داشته است. در مقابل روابط هاربک و ریان‌ـ هارلمن موجود در گروه روابط انتقال جرم ضعیف‌ترین عملکرد را داشته‌اند. همچنین رابطۀ ارائه‌شده در این پژوهش برای محاسبۀ تبخیر از مخزن سد اکباتان با استفاده از پارامترهای آب‌وهوایی و بدون نیاز به محاسبۀ ذخیرۀ حرارتی آب با مقادیر MSE، MAE و RMSE به‌ترتیب برابر با 81/0، 67/0 و 90/0 میلی‌متر بر روز و NSE و R2 به‌ترتیب برابر با 93/0 و 94/0 برای داده‌های آزمایش، عملکرد مطلوبی در برآورد میزان تبخیر داشته است.

کلیدواژه‌ها

موضوعات


  • Majidi Khalilabad M. Evaporation from lakes and reservoirs: a new approach development and application based on energy balance model and remote sensing data [PhD dissertation]. Mashhad: Ferdowsi University of Mashhad; 2015. 144 p. [Persian]

 

  • Tinoco V, Willems P, Wyseure G, Cisneros F. Evaluation of reservoir operation strategies for irrigation in the Macul Basin, Ecuador. Journal of Hydrology: Regional Studies. 2016;5:213–225.
  • Althoff D, Rodrigues LN, DaSilva DD. Evaluating evaporation methods for estimating small reservoir water surface evaporation in the Brazilian Savannah. Water. 2019;11(9):1-17.
  • Evans R, Murrihy E, Bastiaanssen W, Molloy R. Using satellite magery to measure evaporation from storages. solving the great unknown in water accounting. In: Irrigation and Drainage Conference; 2009; Swan Hill; Australia.
  • Winter TC, Rosenberry DO, Sturrock AM. Evaluation of 11 equations for determining evaporation for a small lake in the north central United States. Water Resources Research. 1995;31(4):983-993.
  • McJannet DL, Cook FJ, Burn, S. Comparison of techniques for estimating evaporation from an irrigation water storage. Water Resources Research. 2013;49:1415-1428.
  • Alvarez VM, Gonzalez-Real MM, Baillem A, Molina Martinez JM. A novel approach for estimating the pan coefficient of irrigation water reservoirs: Application to South Eastern Spain. Agricultural Water Management. 2007;92:29-40.
  • Khobragabe SD, Semwal P, Kumar ARS, Nainwal HC. Pan coefficients for estimating open-water surface evaporation for a humid tropical monsoon climate region in India. Journal of Earth System Science. 2019;128:175(1-14).
  • Majidi M, Alizadeh A, Vazifedoust M, Farid A. Lake and reservoir evaporation estimation: Sensitivity analysis and ranking existing methods. 2015;29(2):350-373. [Persian]
  • Gianniou SK, Antonopoulos, VZ. Evaporation and energy in lake Vegoritis, Greece. Journal of Hydrology. 2007;345:212-223.
  • Salas JD, Govindaraju RS, Anderson M, Arabi M, Frances F, Suarez W, et al. Introduction to hydrology. In: Wang LK, Yang CT, editor. Handbook of environmental engineering. New York: Springer Science+Business Media Dordrecht; 2014. 1-126.
  • Hassani A, Tajrishy M, Abrishamchi A. Evaporation study of saveh dam reservoir using modified energy budget method. Sharif Civil Engineering Journal. 2011;29(1):115-127. [Persian]
  • Bozorgi A, Bozorg-Haddad O, Sima S, Loáiciga HA. Comparison of methods to calculate evaporation from reservoirs. International Journal of River Basin Management. 2018;17:1-42.
  • Gallego-Elvira B, Baille A, Martin-Gorriz B, Martinez-Alvarez V. Energy balance and evaporation loss of an agricultural reservoir in a semi-arid climate (south-eastern Spain). Hydrological Processes. 2009;24:758-766.
  • Assouline S, Mahrer Y. Evaporation from lake kinneret eddy correlation system measurements and energy budget estimate. Water Resources Research. 1993;29(4):901-910.
  • Bowen IS. The ratio of heat losses by conduction and by evaporation from any water surface. Physical Review. 1926;27:779-787.
  • Winter TC, Buso DC, Rosenberry DO, Likens GE, Sturock AM, Mau DP. Evaporation determined by the energy-budget method for Mirror lake, New Hampshire. Limnology and Oceanography. 2003;48(3):995-1009.
  • Rosenberry DO, Winter TC, Buso DC, Likens GE. Comparison of 15 evaporation methods applied to a small mountain lake in the northeastern USA. Journal of Hydrology. 2007;340:149-166.
  • Elsawwaf M, Willems P, Pagano A, Berlamont J. Evaporation estimates from Nasser lake, Egypt, based on three floating station data and Bowen ratio energy budget. Theoretical and Applied Climatology. 2010;100:439-465.
  • Majidi M, Alizadeh A, Farid A, Vazifedoust M. Estimating evaporation from lakes and reservoirs under limited data condition in a semi-arid region. Water Resource Management. 2015;29:3711-3733.
  • El-Shazli A, Hormann G, Wagner PD, Fohrer N. Comparison of water balance method and alternative evaporation methods applied to the Aswan high dam reservoir. Journal of the Geographical Society of Berlin. 2018;149(3):117-131.
  • Hojjati E, Mahtabi G, Taran F, Kisi O. Estimating evaporation from reservoirs using energy budget and empirical methods: Alavian Dam reservoir, NW Iran. Italian Journal of Agrometeorology. 2020;2:19-34.
  • Penman HL. Natural evaporation from open water, bare soil and grass. In: Proceedings of the Royal Society of London. Series A; Containing Papers of a Mathematical and Physical Character; The Royal Society, London, UK. 1948;193:120–145.
  • Finch J, Calver A. Methods for the quantification of evaporation from lakes. CEH Wallingford, Oxfordshire: World Meteorological Organization’s Commission for Hydrology; 2008. 47 p.
  • Priestley CHB, Taylor RJ. On the assessment of the surface heat flux and evaporation using large-scale parameters. Monthly Weather Review. 1972;100:81-92.
  • deBruin HAR. A simple model for shallow lake evaporation. Journal of Applied Meteorology. 1978;17:1132-134.
  • deBruin HAR, Keijman JQ. The Priestley-Taylor evaporation model applied to a large shallow lake in the Netherlands. Journal of Applied Meteorology. 1979;18:898-903.
  • Brutsaert W, Stricker H. An advection-aridity approachto estimate actual regional evapotranspiration. water resources research. 1979;15(2):443-450.
  • Yang Y, Roderick ML. Radiation, surface temperature and evaporation over wet surfaces. Quarterly Journal of the Royal Meteorological Society. 2019;145(720):1118-1129.
  • Makkink GF. Ekzameno de la formulo de Penman. Netherlands Journal of Agriculture Science. 1957;5:290-305.
  • Turc L. Assessment of irrigation water needs, ET potential. Annales Agronomiques. 1961;12:13-49.
  • Hamon WR. Estimating potential evapotranspiration. Journal of the Hydraulics Division. ASCE. 1961;87(3):107-120.
  • Linacre ET. Data-sparse estimation of lake evaporation, using a simplified Penman equation. Agricultural and Forest Meteorology. 1993;64:237-256.
  • Patel JA, Majmundar BP. Development of evaporation estimation methods for a reservoir in Gujarat, India. American Water Works Association. 2016;108(9):489-500.
  • Hassani A. Comparison of evaporation estimation methods applied to the Reservoir of Saveh (Alghadir) dam, Iran. Iran-Water Resources Research. 2013;9(1):15-35. [Persian]
  • Shertzer WM, Taylor B. Assessment of the capability tocoimpute evaporation from Okanagan lake, other mainstem lakes and basin lakes and reservoirs using the existing database. Canada: Okanagan Water Supply and Demand Study on Lake Evaporation; 2009. 104 p. Report No.: 08-547.
  • Majidi M, Alizadeh A, Farid A, Vazifedoust M. Development and application of a new lake evaporation estimation approach based on energy balance. Hydrology Research. 2018;49(5):1528-1539.
  • Brutsaert W. Evaporation into the atmosphere. Springer Science+Business Media Dordrecht; 1982. 310 p.
  • Jensen ME, Allen RG. Evaporation, evapotranspiration, and irrigation water requirements. 2nd Reston, Virginia: American Society of Civil Engineers (ASCE); 2016. 769 p.
  • Robinson M, Ward R. Hydrology: principles and processes. London: IWA Publishing; 2017. 402 p.
  • Allen RG, Pereira LS, Raes D, Smith M. Crop evapotranspiration-guidelines for computing crop water requirements. Rome: Water Resources, Development and Management Service, FAO Irrigation and Drainage; 1998. 327 p. FAO Paper No.: 56.
  • Henderson-Sellers B. Calculating the surface energy balance for lake and reservoir modeling: a review. Reviews of Geophysics. 1986;24(3):625-649.
  • Payero JO, Neale CMU, Wright JL, Allen RG. Guidelines for validating Bowen ratio data. Transactions of the American Society of Agricultural Engineers, ASAE. 1986;46(4):1051-1060.
  • Rohwer C. Evaporation from free water surfaces. Washington: USDA Technical Bulletin; 1931. 107 p. No.: 271.
  • Harbeck GE. A practical field technique for measuring reservoir evaporation utilizing mass-transfer theory. Washington: U.S. Government Printing Office; 1962. 9 p. Paper No.: 272-E.
  • Ryan PJ, Harleman DRF. An analytical and experimental study of transient cooling pond behavior. Cambridge: Ralph M. Parsons Laboratory, Department of Civil Engineering, Massachusetts Institute of Technology; 1973. 442 p. Report No.: 161.
  • Hargreaves GH, Samani ZA. Reference crop evapotranspiration firom telnperature. Applied Engineering in Agriculture. 1985;1(2):96-99.
  • Chicco D, Warrens MJ, Jurman G. The coefficient of determination r-squared is more informative than SMAPE, MAE, MAPE, MSE and RMSE in regression analysis evaluation. PeerJ Computer Science. 2021;7:e623(1-24).
دوره 10، شماره 1
فروردین 1402
صفحه 93-112
  • تاریخ دریافت: 11 دی 1401
  • تاریخ بازنگری: 11 بهمن 1401
  • تاریخ پذیرش: 12 اسفند 1401
  • تاریخ اولین انتشار: 10 مرداد 1402
  • تاریخ انتشار: 10 مرداد 1402