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Identifying Surface Runoff Distribution and Amount in Stream Basins: Ergene River Basin

Year 2018, Volume: 2 Issue: 2, 40 - 83, 11.07.2018
https://doi.org/10.31807/tjwsm.364011

Abstract



The undisputable significance of water resources necessitates solving
problems related to the amount and distribution of water. However, existing
methods and the outcomes obtained via these methods are continuously criticized
and do not meet the expectations in terms of reliability.  On the other hand, increasing need to plan
water resources and lack of alternative methods to determine the water
potential in areas where flow measurement does not exist make it impossible to
evade dependency on these methods. With this purpose  generated flexible, comprehensive and reliable
runoff distribution map was formed on the basis of weighted overlay in parallel
to impact degrees of effective parameters. The calibration of the obtained map
was done on the basis of pixels based on both theoretical and empirical data.
As a result of the analyses, it was seen that an accurate runoff distribution
model that fully reflects the characteristics of the field can only be
developed by calibrating it based on the real flow data obtained from remote sub-basins
that are free from external interventions. It would be impossible to free the
theoretical approaches from errors since these approaches are related to amount
of water which has an active nature and interacts with factors that are beyond
measure. As a result of implementing the method on Ergene River Basin, the
sample basin, a surface runoff volume of an average183,45mm/year/m², i.e. a
total of  2100000000m³/year ±2% was
obtained for the basin and this result has at least 27% difference from the
results obtained with existing methods. 

References

  • Aksoy, H., 2007. Hydrological variability of the European part of Turkey. Iranian Journal of Science & Technology, Transaction B, Engineering, 31 (B2), 225–236. Aksoy, H., Ünal, N. E., Alexandrov, V., Dakova, S., Yoon, J., 2007. Hydrometeorological analysis of northwestern Turkey with links to climate change. Int. J. Climatol. 28: 1047–1060. Alexandris, S., Kerkides, P., Liakatas, A., 2006. Daily reference evapotrnspiration estimates by the “Copais” approach, Agric. Water Manage. 82, 371–386. Alexandris, S., Stricevic, R., Petkovic, S., 2008. Comparative analysis of reference evapotranspiration from the surface of rainfed grass in central Serbia, calculated by six empirical methods againist the Penman-Monteith formula. European Water 21/22: 17–28. Allen R. G., Pereira S. L., Raes D., Smith M., 1998. Crop Evapotranspiration Guidelines for Computing Crop Water Requirements. Irrigation and Drainage Paper, Rome, 56. Allen, R. G., 1993. Evaluation of a temperature difference method for computing grass reference evapotranspiration. Report submitted to the Water Resources Develop. and Man. Serv., Land and Water Develop. Div., FAO, Rome. 49 p. Allen, R. G., Pruitt, W. O., 1986. Rational Use of the FAO Blaney-Criddle Formula. Journal of Irrigation and Drainage Engineering, 112, 139–155. Alley, W. M., 1984. On the treatment of evapotranspiration, soil moisture accounting and aquifer recharge in monthly water balance models, Water Resour. Res. 20 (8), 1137–1149. Ardel, A., 1957. Trakya’nın Jeomorfolojisi. Türk Coğrafya Dergisi, 17, 152–158. Ardel, A., 1965. Anadolu Havzalarının Teşekkül ve Tekamülü Hakkında Düşünceler. İ.Ü. Coğrafya Enstitüsü Dergisi, 8, 60–73. İstanbul. Ardos, M., 1995. Türkiye Ovalarının Jeomorfolojisi, Cilt I. Çantay Kitabevi, İstanbul. Arnall, N. W., 1992. Factors controlling the effects of climate change on river flow regimes in a humid temperate environment, J. Hydrol, 132, 321–342. Arnold, J. G., Srinivasan, R., Muttiah, R. S., Allen, P. M., 2000. Continental scale simulation of the hydrologic balance. Journal of the American Water Resources Association, 35 (5), 1037–1051. ASCE, 1990. Evapotranspiration and irrigation water requirements. In: Jensen, M.E., Burman, R.D., Allen, R.G. (Eds.), ASCE Manuals and Reports on Engineering Practice, vol. 70. ASCE, New York. Atalay, İ., 1986. Uygulamalı Hidrografya I. Ege Üniv. Edeb. Fak. Yayın No: 38, Ege Üniv. Basımevi, Bornova-İzmir. Baier, W., Robertson, G.W., 1965. Estimation of Latent Evaporation from Simple Weather Observations,. Can. J. Plant Sct., 45.276–284. Baldwin, C. K., Tarboton, D. G., Shoemaker, J., McKee, M., Basdekas, L., 2002. Assessment of streamflow and climatological data available for use in WRIA 1 watershed management. Final Draft 2 Report for Surface Water Quantity Task 1. Utah Water Research Laboratory, Utah State University, Logan, Utah. Batelaan, O., Smedt, F. D., 2007. GIS-based recharge estimation by coupling surface–subsurface water balances. Journal of Hydrology. 337, 337– 355. Bayazıt, M., Avcı, İ., Şen, Z., 1991. Hidroloji Uygulamaları, Üçüncü Baskı, İstanbul Teknik Üniversitesi İnşaat Fakültesi Matbaası, İstanbul. Berry, J. K., Sailor, J. K., 1987. Use of a Geographic Information System for Storm Run-off Prediction from Small Urban Watersheds. Environmental Management, 11, 21–27. Beven, K. J., 2000. Rainfall runoff modelling: the primer. Wiley & Sons, Chichester etc., 360pp. Bhaduri, B., Harbor, J., Engel, B., Grove, M., 2000. Assessing Watershed-Scale, Long-Term Hydrologic Impacts of Land-Use Change Using a GIS-NPS Model. Environmental Management, 26 (6), 643–658. Bhaduri, B., Grove, M., Lowry, C., Harbor, J., 1997. Assessing the long-term hydrologic impact of land use change. Journal of the American Water Works Association 89 (11): 94–106. Birsoy, Y., Ölgen, M. K., 1992. Thornthwaite yöntemiyle su bilançosunun ve iklim tipinin belirlenmesinde bilgisayar kullanımı (Computer using on determining water balance and climate type of Thornthwaite). Ege Coğrafya Dergisi, 6 (1), 153–178. Black, P. E., 2007. Revisiting the Thornthwaite and Mather Water Balance. Journal of the American Water Resources Association, 43 (6), 1604–1605. Blaney, H. F., Criddle, W. D., 1950. Determining water requirements in irrigated áreas from climatological and irrigation data. In ISDA Soil Conserv. Serv., SCS-TP-96. Blaney, H. F., Criddle, W. D., 1962. Determining Consumptive Use and Irrigation Water Requirements. USDA Technical Bulletin 1275, US Department of Agriculture, Beltsville. Borga, M., 2002. Accuracy of radar rainfall estimates for streamflow simulation. Journal of Hydrology 267, 26–39. Brakensiek, D. L., 1955. Estimation of surface runoff volumes from agricultural watersheds by infiltration theory. Retrospective Theses and Dissertations. Paper 13263. Bultot, F., Dupriez, G. L., Gellens, D., 1990. Simulation of Land Use Changes and Impacts on Water Balance A Case Study in Belgium. Journal of Hydrology 114(1990):327–348. Calvo, J. C., 1986. An evaluation of Thornthwaite's water balance technique in predicting stream runoff in Costa Rica. Journal of Hydrological Sciences 31 (1-3) 51–60. Chow, V. T., Maidment, D. R., Mays, L. W., 1988. Applied Hydrology. McGraw-Hill Book Company, New York. Cohn, T. A., Lane, W. L., Baier. W. G., 1997. An algorithm for computing moments-based flood quantile estimates when historical information is available, Water Resour. Res., 33(9), 2089–2096. Cowan, W. L., 1957. Letter to H. O. Orgosky, dated Oct. 15, 1957, 7pp. In: Rallison, R. E. and Miller, N. 1982. Past, present, and future SCS Runoff Procedure. Proceedings of the International Symposium on Rainfall-Runoff Modelling held May 18-21, 1981 at Mississippi State University, Mississippi State, Mississippi, U.S.A. Cruff, R. W., Thompson, T. H., 1967. A comparison of methods of estimating potential evapotranspiration from climatological data in arid and subhumid environments. U. S. Geol. Survey Water-Supply Paper 1839-M. Çobaner, M., Çıtakoğlu, H., Haktanır, T., Yelkara, F., 2018. Akdeniz bölgesi için en uygun Hargreaves-Samani eşitliğinin belirlenmesi. Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi, 7 (2), 181–190. Dalton, J., 1802. Experimental essays on the constitution of mixed gases: On the force of steam or vapor from water or other liquids in different temperatures, both in a Torricelli vacuum and in air; on evaporation; and on expansion of gases by heat. Manchester Literary Philosophical Society Mem. Proceedings, (5): 536–602. Diouf, O. C., Weihermüller, L., Ba, K., Faye, S. C., Faye, S., Vereecken, H., 2016. Estimation of Turc reference evapotranspiration with limited data against the Penman-Monteith Formula in Senegal. Journal of Agriculture and Environment for International Development - JAEID 2016, 110 (1): 117 – 137. Dockter, D., 1994. Computation of the 1982 Kimberly-Penman and the Jensen-Haise evapotranspiration equations as applied in the U.S. Bureau of Reclamation's Pacific Northwest AgriMet Program. U. S. Bureau of Reclamation Pacific Northwest Region Water Conservation Center. Doğdu, M. Ş., 2011. Hidrolojik çalışmalarda kullanılan su bütçesi bileşenlerinin hesabı için bilgisayar programı. Devlet Su İşleri Genel Müdürlüğü, DSİ Teknik Bülteni, 112, 19–32. Doorenbos, J., Pruitt, W. O., 1975. Guidelines for predicting crop water requirements, Irrigation and Drainage Paper no. 24, FAO-ONU, Rome, Italy. 168 pp. Doorenbos, J., Pruitt, W. O., 1977. Guidelines for Predicting Crop Water Requirements. FAO Irrigation and Drainag. Paper, 24. FAO, Rome. Drayton, R. S., Wilde, B. M., Harris, J. H. K., 1992. Geographic Information System Approach to Distributed Modeling. Hydrological Processes, 6, 36–368. Dumlu, O., Yalçın, H. T., Bozkurtoğlu, E., 2006. Yeraltı Suyu Jeolojisi ve Hidroliği. Literatür Yayınları: 485, İstanbul. Eagleson, P. S., 1970. Dynamic Hydrology. McGraw-Hill, New York, USA. Edebeatu, C. C., 2015. Comparison of four empirical evapotranspiration models against the penman – montieth in a mangrove zone. Int. Journal of Applied Sciences and Engineering Research, 4 (4), 580–589. EİE, 2008. Su Akımları Yıllığı (2005). Elektrik İşleri Etüt İdaresi Genel Müdürlüğü Hidrolik Etütler Dairesi Başkanlığı, Ankara. Esri, 2013. ArcGIS Desktop: Release 10.3 Redlands, CA: Environmental Systems Research Institute. Feng, Y., Jia, Y., Cui, N., Zhao, L., Li, C., Gong, D., 2017. Calibration of Hargreaves model for reference evapotranspiration estimation in Sichuan basin of southwest China. Agricultural Water Management 181 (2017) 1–9. Fiering, M. B., 1967. Streamflow Synthesis, Harvard University Press, Cambridge, Massachusetts. Fleming, G., 1975. Computer Simulation Techniques in Hydrolgy. Elsevier Publ., New York. Fooladmand, H. R., 2011. Evaluation of Blaney-Criddle equation for estimating evapotranspiration in south of Iran. African Journal of Agricultural Research Vol. 6(13), pp. 3103-3109. Fooladmand, H. R., Ahmadi, S. H., 2009. Monthly spatial calibration of Blaney-Criddle equation for calculating monthly ETo in south of Iran. Irrig. Drain., 58: 234–245. Gabos, A., Gasparri, L., 1983. Monthly runoff model for regional planning, Water Internat. 8, 42–45. Gajbhiye, S., 2015. Estimation of Surface Runoff Using Remote Sensing and Geographical Information System. International Journal of u- and e- Service, Science and Technology, 8 (4), 113–122. Gitika, T., Ranjan, S., 2014. Estimation of Surface Runoff using NRCS Curve number procedure in Buriganga Watershed, Assam, India - A Geospatial Approach. International Research Journal of Earth Sciences, 2(5), 1–7. Gleick, P. H., 1986. Methods for evaluating the regional hydrologic inpacts of global climatic changes, J. Hydrol. 88, 97–116. Gleick, P. H., 1987. The development and testing of a water balance model for climate impact assessment: modelling the Sacramento basin, Water Resour. Res. 23(6), 1049–1061. González-Jorge, H., Díaz-Vilariño, L., Martínez-Sánchez, J., Arias, P., Lagüela, S., 2015. Influence of The Precision of Lidar Data in Surface Water Runoff Estimation for Road Maintenance. International Archives of the Photogrammetry, Remote Sensing & Spatial Information Sciences, 40 (3/W3), 3–8. Grace, B., Quick, B., 1988. A Comparison of Methods for the Calculation of Potential Evapotranspiration Under the Windy Semi-arid Conditions of Southern Alberta, Canadian Water Resources Journal / Revue canadienne des ressources hydriques, 13:1, 9–19. Haan, C. T., 1972. A water yield model for small watersheds, Water Resour. Res. 8 (1), 28–69. Halley, E., 1694. An account of the evaporation of water, as it was experimented in Gresham Colledge in the year 1693: With some observations thereon. by Edm. Halley. Philosophical Transactions, 18: 183–190, doi: 10.1098/rstl.1694.0037. Hargreaves, G. H., Samani, Z. A., 1982. Estimating Potential Evapotranspiration. Journal of the Irrigation and Drainage Division, Vol. 108, Issue 3, Pg. 225-230. Hargreaves, G. H., Samani, Z. A., 1985. Reference crop evapotranspiration from temperature. Applied Engineering Agric., 1:96-99. Harssema, S., 2005. A GIS based Surface Runoff Modelling and Analysis of Contributing Factors; A Case Study of the Nam Chun Watershed. Thailand. ITC Enschede, 99pp. Hewlett, J. D., Hibbert, A. R., 1966. Factors affecting the response of small watersheds to precipitation in humid areas. Reprint from Int. Symp. Forest Hydrol. Proc. Nat. Sci. Found Adv. Sci. Seminar, Penn. State Univ. 8/29 - 9/10 1965. Pergamon Press, Oxford, New York. 275–290. Horton, R. E., 1932. Drainage Basin Characteristics. Transaction of American Geological Union, 13, 350–361. Horton, R. E., 1935. Surface runoff phenomena. Part 1. Analysis of the hydrograph. Horton Hydrological Laboratory, Publication 101. Edward Bros. Ann Arbor, Michigan. Horton, R. E., 1938. The interpretation and application of runoff plat experiments with reference to soil erosion problems. Proc. Soil Sci. Soc. Am. 3, 340–349. Horton, R. E., 1939. Analysis of runoff-plat experiments with varying infiltration-capacity. Trans. Am. Geophys. Soc. 20, 693–711. Horton, R. E., 1945. Erosional Development of Streams and Their Drainage Basins: Hydrophysical Approach to Quantitative Morphology. Bulletin of the Geological Society of America 56, 275–370. Horvat, B., Rubinic, J., 2006. Annual runoff estimation—an example of karstic aquifers in the transboundary region of Croatia and Slovenia, Hydrological Sciences Journal, 51(2), 314–324. Hoşgören, Y., 2012. Hidrografya’nın Ana Çizgileri I Yeraltı Suları-Kaynaklar-Akarsular. 7. Baskı. Çantay Kitabevi, İstanbul. Hughes, D. A., 1982. Conceptual catchment model parameter transfer studies using monthly data from the Southern Cape Coastal lakes Region, Report 1/82, Hydrological Research Unit, Rhodes University, Grahamstown. Idowu, T. O., Edan, J. D., Damuya, S. T., 2013. Estimation of the Quantity of Surface Runoff to Determine Appropriate Location and Size of Drainage Structures in Jimeta Metropolis, Adamawa State, Nigeria. Journal of Geography and Earth Science 1(1), 19–29. Irmak, S., Irmak, A., Allen, R. G., Jones, J. W., 2003. Solar and Net Radiation-Based Equations to Estimate Reference Evapotranspiration in Humid Climates. Journal of irrigation and drainage engineering. September/October. Irmak, S., İstanbulluoğlu, E., Irmak, A., 2008. An Evaluation of Evapotranspiration model complexity against performance in comparison with Bowen Ration Energy Balance measurements. Transactions of the ASABE 51(4):1295–1310. Jabulani, J., 2008. Evaluation of the Potential of Using the Modified Jensen – Haise Model as an Irrigation Scheduling Technique in Zimbabwe. Electronic Journal of Environmental, Agricultural and Food Chemistry 7(3):2771–2778. Jensen, M., 2010. Estimating Evaporation from Water Surfaces. Presented at the CSU/ARS Evapotranspiration Workshop, Fort Collins, CO, 15-Mar-2010. 27 pp. Jensen, M. E., 2014. Historical evolution of ET estimating methods. Chapter 1, 1–18. In: Evapotranspiration: Principles and Applications for Water Management, By Megh R. Goyal and Eric W. Harmsen (Eds.). New Jersey, USA: Apple Academic Press Inc. Jensen, M. E., Haise, H. R., 1963. Estimating evapotranspiration from solar radiation. Journal of Irrigation and Drainage Division, Proc. Amer. Soc. Civil Eng. 89:15–41. Jensen, M. E., Burman, R. D., Allen, R. G., 1990. Evapotranspiration and Irrigation Water Requirements. ASCE Manuals and Reports on Engineering Practice No. 70, Am. Soc. Civil Engr., New York, NY. 332 pp. Jury, W. A., C. B. Tanner., 1975, Advection Modification of the Priestly and Taylor Evapotranspiration formula. Agron. J., 67.840–842. Kaletova, T., Nemetova, Z., 2017. Determination of surface runoff from the modelled area. Environment, Earth and Ecology, 1 (1), 61–66. Karataş, A., Korkmaz, H., 2012. Hatay İli’nin Su Potansiyeli ve Sürdürülebilir Yönetimi. I. Baskı, Color Ofset. Mustafa Kemal Üniversitesi, Yayın No: 40. Kellagher, R., 2013. Rainfall runoff management for developments. Report-SC030219. Department for Environment Food&Rural Affairs, Environment Agency, Horizon House, Deanery Road, Bristol. Kent, K. M., 1966. Estimating runoff from rainfall in small watersheds. Presented at meeting of Am. Geophys. Union, Los Angles, California. Available in: https://www.wcc.nrcs.usda.gov/ftpref/wntsc/H&H/TRsTPs/TP149.pdf. Kent, K. M., 1973. A method for estimating wolume and rate of rainfall in small watersheds. U.S. Department of Agriculture Soil Conservation Service, SCS-TP-149. Khatun, S., 2016. Estimation of Surface Runoff and its Seasonality of Kushkarni River Basin. International Research Journal of Earth Sciences, 4 (5), 1–10. Klemes, V., 1986. Operational testing of hydrological simulation models, Hydrological Sciences Journal, 31:1, 13–24. Koçman, A., 1993. Türkiye İklimi. Ege Üniversitesi Edebiyat Fakültesi Yayınları No: 72. İzmir. Krause, P., 2002. Quantifying the impact of land use changes on the water balance of large catchments using the J2000 model. Physics and Chemistry of the Earth 27, 663–673. Krzysztofowicz, R., Diskin, M. H., 1978. A moistureaccounting watershed model for singlestorm events based on timearea concept, J. Hydrol. 37, 261–294. Kuczera, G., 1982. On the relationship between the reliability of parameter estimates and hydrologic time series data used in calibration, Water Resour. Res. 18(1), 146–154. Kuczera, G., 1983. Improved parameter inference in catchment models, 2, Combining different kinds of hydrologic data and testing their compatibility,Water Resour. Res. 19 (5), 1163–1172. Kurter, A., 1963. Istranca Dağlarının Morfolojik Etüdü. İ.Ü. Coğrafya Enstitüsü, Yayımlanmamış Doktora Tezi. İstanbul. Lane, L. J., 1984. Surface Water Management: a users guide to calculate a water balande using the CREAMS model. Los Alamos National Labaratory, Report, LA-10177-M. Langbein, W. B., 1947. Topographic Characteristics of Drainage Basins. U.S. Geological Survey Water Supply, 968, (C), 125–157. Langbein, W. B., 1949. Annual floods and the partial-duration flood series. Eos Trans. AGU, 30 (6), 879–881. Langbein, W. B., Krug, J. A., Wrather, W. E., 1949. Annual runoff in the United States, U.S. Geological Survey Circular 52, 1–14. Langbein, W. B., 1980. Distribution of the Difference Between Precipitation and Open Water Evaporation in North America, Plate (2). In: Surface Water Hydrology, M. G. Wolman (Editor). Geological Society of America, Vol. 0-1. Langford, K. J., Duncan, H. P., Heeps, D. P., 1978. Forecasting streamflow and storage using a soil dryness index model. Rep. MMBWW0031, Melbourne and Metrop. Board of Works, Melbourne, Victoria. Liang, X., Lettenmaier, D. P., Wood, E. F., Burges, S. J., 1994. A Simple Hydrologically Based Model of Land Surface Water and Energy Fluxes for General Circulation Models. J. of Geophysical Research, 99 (D7): 14,415–14,428. Liebe, J. R., Van de Giesen, N., Andreini, M. S., Walter, M. T., Steenhuis, T. S., 2009. Determining watershed response in data poor environments with remotely sensed small reservoirs as runoff gauges. Water Resources Research, Vol. 45, W07410. Lima, J., Antonino, A., Souza, E., Hammecker, C., Montenegro, S., Lira, C., 2013. Calibration of Hargreaves-Samani equation for estimating reference evapotranspiration in the sub- humid region of Brazil. Journal ofWaterResourceand Protection, 5 12A1-A5. Lingling, Z., Jun, X., Chong-Yu, X., Zhonggen, W., Leszek, S., Cangrui, L., 2013. Evapotranspiration estimation methods in hydrological models. Journal of Geographical Sciences, Beijing, 23 (2), 359–369. General Directorate of Mineral Research and Exploration, 2006. Trakya Bölgesi Litostratigrafi Birimleri. Stratigrafi Komitesi Litostratigrafi Birimleri Serisi-2. Ankara. Majumder, A., Sivaramakrishnan, L., 2016. Estimating Water Budget Through Water Balance Method in Alluvial Damodar Fan-Delta: A Study in Semi-critical Pandua Block of West Bengal. In: Neo-Thinking on Ganges-Brahmaputra Basin Geomorphology Part of the series Springer Geography. Das, B.C., Ghosh, S., Islam, A., Ismail, M. (Eds.) pp 115-128. Makkink G. F., 1957. Testing the Penman formula by means of lysimeters. International Journal of Water Engineering, 11: 277–288. Mattikalli, N. M., Devereux, B. J., Richards, K. S., 1996. Prediction of River Discharge and Surface Water Quality Using an Integrated Geographic Information System Approach. International Journal of Remote Sensing, 17 (4), 683–701. McKenney, M. S., Rosenberg, N. J., 1993. Sensitivity of some potential evapotranspiration estimation methods to climate change. Agricultural and Forest Meteorology 64, 81–110. Melton, M. A., 1957. An Analysis of The Relation Among Elements of Climate, Surface Properties and Geomorphology. Off. Nav. Res. (U.S.), Geogr. Branch, Project 389-042, Tech. Rep., 11, Columbia University. Turkish State Meteorological Service, 2016. Elektronik veri. www.tumas.mgm.gov.tr. Miller, J. R., Ritter, D. F., Kochel, R. C., 1990. Morphometric Assessment of Lithologic Control on Drainage Basin Evolution in The Crawford Upland, South-Central Indiana. American Journal of Science, Vol. 290, 569–599. Mockus, V., 1964. Letter to Orrin Ferris, March 5, 6p, In: Rallison, R. E. 1980. Origin and evolution of the SCS runoff equation, Proc., A.S.C.E. Symp. Watershed Management, Boise, Idaho. Mohawesh, O. E., 2011. Evaluation of evapotranspiration models for estimating daily reference evapotranspiration in arid and semiarid environments. Plant Soil Environ. 57, 2011 (4): 145–152. Morales-Salinas, L., Ortega-Farías, S., Riveros-Burgos, C., Neira-Román, J., Carrasco-Benavides, M., López-Olivari, R., 2017. Monthly calibration of Hargreaves–Samani equation using remote sensing and topoclimatology in central-southern Chile, International Journal of Remote Sensing. Mulder, J. P. M., 1985. Simulating interception loss using standard meteorological data. In: Hutchison, B.A., Hicks, B.B. (Eds.), The Forest–Atmosphere Interaction. Reidel, Dordrecht, pp. 177–196. Nash, J. E., Sutcliffe, J. V., 1970. River flow forecasting through conceptual models, i., a discussion of principles. Journal of Hydrology 10, 282–290. Neitsch, S. L., Arnold, J. G., Kiniry, J. R., Williams, J. R., 2011. Soil and Water Assessment Tool: Theoretical Documentation Version 2009. Texas Water Resources Institute Technical Report No. 406. Agricultural Research Service (USDA) & Texas Agricultural Experiment Station, Texas A&M University, Temple. Nielsen, D. R., Biggar, J. W., Erh, K. T., 1973. Spatial Variability of Field-Measured Soil-Water Properties. Hilgardia, 42 (7), 215–260. Özer, Z., 1990. Su Yapılarının Projelendirilmesinde Hidrolojik ve Hidrolik Esaslar (Teknik Rehber). Köy Hizmetleri Genel Müdürlüğü Havza Islahı ve Göletler Daire Başkanlığı, Ankara. Pagh, T. L., Murdock, C., King, B. R., 2005. Using Lidar To Study Surface Water Run-Off and Impervious Surface Delineation. Pecora 16 Global Priorities in Land Remote Sensing, October 23-27, 2005 * Sioux Falls, South Dakota. Palmer, W. C., 1965. Meteorologic drought Research Paper, US Weather Bureau, 45, p. 58. Pastor, J., Post, W. M., 1984. Calculating Thornthwaite and Mather's actual evapotranspiration using an approximating function. Canadian Journal of Forest Research, 14(3): 466-467. Pelen, N., İşlek, M., Aydın, N., 2013. Ergene Havzası’nda Yağış ve Yeraltısuyu Seviye Verilerinin Değerlendirilmesi. III. Türkiye İklim Değişikliği Kongresi TİKDEK 2013, 3–5 Haziran 2013, İstanbul. Penman, H. L., 1948. Natural Evaporation from Open Water, Bare Soil and Grass. Proc. Royal Society, London, England. 193:120–146. Pereira, L. S., Allen, R. G. Smith, M., Raes, D., 2015. Crop evapotranspiration estimation with FAO56: Past and future. Agricultural Water Management, 147, 4–20. Pitman, W. V., 1973. A mathematical model for generating monthly river flows from meteorological data in South Africa. Report 2/73, Hydrological Research Unit, University of the Witwatersrand, Johannesburg. Pitman, W. V., 1978. Flow generation by catchment models of differing complexity – a comparison of performance, J. Hydrol. 38, 59–70. Ponce, V. M., Hawkins, R. H., Members, ASCE., 1996. Runoff curve number: has it reached maturity? Journal of Hydrologic Engineering 1(1): 11–19. Poullain, J., 2012. Estimating Storm Water Runoff. In Florida Erosion and Sediment Control Inspector’s Manual. PDH Online. Priestley, C. H. B., Taylor, R. J., 1972. On the assessment of surface heat flux and evaporation using large scale parameters monitoring. Weather Review, 100: 81–92. Rallison, R. E., Miller, N., 1982. Past, present, and future SCS Runoff Procedure. Proceedings of the International Symposium on Rainfall-Runoff Modelling held May 18-21, 1981 at Mississippi State University, Mississippi State, Mississippi, U.S.A. Ranzi, R., Bacchi, B., Grossi, G., 2003. Runoff measurements and hydrological modelling for the estimation of rainfall volumes in an alpine basin. Quarterly Journal of The Royal Meteorological Society, 129, 653–672. Rao, K. H. V. D., Rao, V. V., Dadhwal, V. K., 2014. Improvement to the Thornthwaite Method to Study the Runoff at a Basin Scale Using Temporal Remote Sensing Data. Water Resour Manage (2014) 28:1567–1578. Rientjes, T. H. M., 2004. Inverse modelling of the rainfall-runoff relation: a multi objective model calibration approach. PhD. Thesis, Delft, 371pp. Ries, K. G., 1990. Estimating surface-water runoff to Narragansett Bay, Rhode Island and Massachusetts. U.S. Geological Survey, Water-Resources Investigation Report 89-4164. Roberts, P. J. T., 1978. A comparison of the performance of selected conceptual models of the rainfallrunoff process in semiarid catchments near Grahamstown, Report 1/78, Hydrological Research Unit, Rhodes University, Grahamstown. Roberts, P. J. T., 1979. Model FLEXIFIT: A conceptual rainfallrunoff model for the extension of monthly runoff records. Dept. of Environment Affairs, Hydrological Research Institute, Tech. Report TR98. Roy, S., Ophori, D., 2012. Assessment of Water Balance of The Semi-Arid Region in Southern San Joaquin Valley California Using Thornthwaite and Mather’s Model. Journal of Environmetnal Hydrology, 20 (15), 1–9. Salas, J. D., Tabios III, G. Q., Obeysekera, J. T. B., 1986. Seasonalmodel forwatershed simulation, Users Manual, Dept. of Civil Engineering, Colorado State University. Samani, Z., 2000. Estimating solar radiation and evapotranspiration using minimum climatological data. Journal of Irrigation and Drainage Engineering, 126: 265–267. Sammis, W. T., Wang, J., Miller, D. R., 2011. The Transition of the Blaney-Criddle Formula to the Penman-Monteith Equation in the Western United States. Journal of Service Climatology, 5 (1), 1–11. Santhi, C., Allen, P. M., Muttiah, R. S., Arnold, J. G., Tuppad, P., 2008. Regional estimation of base flow for the conterminous United States by hydrologic landscape regions. Jour of Hydrology v 351 p 139–153. Sauer, T., Ries, J. B., 2002. The water balance of different soils on abandoned fields along a transect from the High Pyrenees to the Central Ebro Basin. In: J.M. García-Ruiz, J.A.A. Jones and J. Arnáez (Editors), Environmental change and water sustainability. Instituto Pirenaico de Ecología, CSIC, Zaragoza, pp. 99–109. Schaake, J. C., Liu, C., 1989. Development and application of simple water balance models to understand the relationship between climate and water resources, in: M. L. Kavvas (ed.), New Directions for Surface Water Modeling (Proceedings of the Baltimore Symposium, May 1989), IAHS Publ. No. 181. Schreiber, P., 1904. Ueber die Beziehungen zwischen dem Niederschlag und der Wasseruhrung der Flusse in Mitteleuropa. Meteorol. Z., 21, 441–452. Shahidian, S., Serralheiro, R. P., Serrano, J., Teixeira, J., Haie, N., Santos, F., 2012. Hargreaves and other reduced-set methods for calculating evapotranspiration. In: Irmak, A. (Ed.). Evapotranspiration – Remote Sensing and Modeling, In Tech, 59–80. Sharma, K. D., Singh, S., 1992. Runoff estimation using Landsat Thematic Mapper data and the SCS model, Hydrological Sciences Journal, 37:1, 39-52. Shuttleworth, W. J., Wallace, J. S., 1985. Evaporation from sparse crops – an energy combination theory. Quart. J. Royal Meteorol. Soc. 111, 839–855. Singh, R. K., Prasad, V. H., Bhatt, C. M., 2004. Remote sensing and GIS approach for assessment of the water balance of a watershed / Evaluation par télédétection et SIG du bilan hydrologique d’un bassin versant, Hydrological Sciences Journal, 49 (1), 131–141. Snyder, F. F., 1963. A water yield model derived from monthly runoff data. International Association of Scientific Hydrology Publication No. 63, 18–30. Stanton, J. S., Ryter, D. W., Peterson, S. M., 2013. Effects of Linking a Soil-Water-Balance Model with a Groundwater-Flow Model. USGS Staff - Published Research. Paper 740. Steenhuis, T. S., Van der Molen, W. H., 1986. The Thornthwaite-Mather procedure as a simple engineering method to predict recharge, J. Hydrol., 84, 221– 229. Stone, D. M., 1988. A BASIC Computer Program to Calculate Daily Potential Evapotranspiration. Tree Planter's Notes, 38 (3), 9–12. Strahler, A. N., 1952. Hypsometric Analysis of Erosional Topography. Bulletin of the Geological Society of America, 63, 1117–1142. Strahler, A. N., 1957. Quantitative Analysis of Watershed Geomorphology. American Geophysical Union Transactions, 38 (6), 913–920. Tayfur, G., Moramarco, T., 2008. Predicting hourly-based flow discharge hydrographs from level data using genetic algorithms. Journal of Hydrology 352, 77– 93. Tayfur, G., Singh, V. P., 2011. Predicting mean and bankfull discharge from channel cross-sectional area by expert and regression methods. Water Resources Management 25:1253–1267. Tedela, N. H., McCutcheon, S. C., Rasmussen, T. C., Hawkins, R. H., Swank, W. T., Campbell, J. L., Adams, M. B., Jackson, C. R., Tollner, E. W., 2012. Runoff curve numbers for 10 small forested watersheds in the mountains of the eastern United States. Journal of Hydrologic Engineering. 17: 1188–1198. Thomas, H. A., 1981. Improved method for national water assessment, Report WR15249270, U.S. Water Resource Council, Washington, D. C. Thornthwaite, C. W., 1944. Report of the Committee on Transpiration and Evaporation. 1943-44." lrans. Am. Geophys Union, 25:6B6-693. Thornthwaite, C. W., 1948. An approach toward a rational classification of climate. Geograph Rev.38:55–94. Thornthwaite, C. W., Mather, J. R., 1955. The Water Balance, Publications in Climatology VIII (1): 1-104, Drexel Institute of Climatology, Centerton, New Jersey. Thornthwaite, C. W., Mather, J. R., 1957. Instructions and Tables For Computing Potential Evapotranspiration and The Water Balance. Publication in Climatology 10, 185-311. Laboratory of Climatology Drexel Institute of Technology, Centerton, New Jersey, USA. Trajkovic, S., 2007. Temperature-Based Approaches for Estimating Reference Evapotranspiration. Journal of Irrigation and Drainage Engineering, Vol. 131 (4), 316–323. Tsutsumi, A., Jinno, K., Berndtsson, R., 2004. Surface and subsurface water balance estimation by the groundwater recharge model and a 3-D two-phase flow model/Estimation de bilan hydrologique de surface et de subsurface à l’aide de modèles de recharge de nappe et d’écoulement diphasique 3-D, Hydrological Sciences Journal, 49:2, 205–226. Tuffuor, S., Labadie, J. W., 1973. A nonlinear time variant rainfallrunoff model for augmenting monthly data, Water Resour. Res. 19 (6), 1161–1166. Tukimat, N. N. A., Harun, S., Shahid, S., 2012. Comparison of different methods in estimating potential evapotranspiration at Muda Irrigation Scheme of Malaysia. Journal of Agriculture and Rural Development in the Tropics and Subtropics. 113 (1), 77–85. Turc, L., 1954. Water Balance of Soils: Relationship Between Precipitation Evapotranspiration and Runoff (in French). Annales Agronomiques, 5, 491–595 and 6, 5–131. USDA, 1986. United States Department of Agriculture Soil Conservation Service Engineering Division Technical Release 55. Urban Hydrology for Small Watersheds. Van der Beken, A., Byloos, J., 1977. A monthly water balance model including deep infiltration and canal losses, Hydrol. Sci. Bull. 22 (3), 341–351. Verstappen, H. T., 1983. Applied Geomorphology Geomorphological Surveys for Environmental Development. Elsevier Science Publishing Company Inc., New York. Vojtek, M., Vojtekova, J., 2016. GIS-Based Approach to Estimate Surface Runoff in Small Catchments: A Case Study. Quaestiones Geographicae 35(3). 97–116. Ward, R. C., Robinson, M., 1990. Principles of Hydrology. McGraw-Hill, London, 365pp. Warnick, A. W., Nielsen, D. R., 1980. Spatial Variability of Soil Physical Properties in the Field. In: Applications of Soil Physics, D. Hillel (Editor). Academic, San Diego, California, 385 pp. Weib, M., Menzel, L., 2008. A global comparison of four potential evapotranspiration equations and their relevance to stream flow modelling in semi-arid environments. Adv. Geosci., 18, 15–23. Westenbroek, S. M., Kelson, V. A., Dripps, W. R., Hunt, R. J., Bradbury, K. R., 2010. SWB—A modified Thornthwaite-Mather Soil-Water-Balance code for estimating groundwater recharge: U.S. Geological Survey Techniques and Methods, 6–A31, 60 p. Wilcox, B. P., Rawls, W. J., Brakensiek, D. L., Wight, J. R., 1990. Predicting Runoff from Rangeland Catchments: A Comparison of Two Models. Water Res. Research 26(10):2401–2410. Xu, C. Y., 1999a. Operational testing of a water balance model for predicting climate change impacts. Agricultural and Forest Meteorology 98-99, 295–304. Xu, C. Y., 1999b. Estimation of Parameters of a ConceptualWater Balance Model for Ungauged Catchments. Water Resources Management 13, 353–368. Xu, C. Y., Singh, V. P., 1998. A review on monthly water balance models for water resources investigation and climatic impact assessment, Water Resour. Manage. 12, 31–50. Xu, C. Y., Singh, V. P., 2000. Evaluation and Generalization of Radiation-based Methods for Calculating Evaporation, Hydrolog. Processes 14: 339–349. Xu, C. Y., Singh, V. P., 2002. Cross comparison of empirical equations for calculating potential evapotranspiration with data from Switzerland. Water Resources Management, 16: 197–219. Xu, C. Y., Singh, V. P., 2005. Evaluation of three complementary relationship evapotranspiration models by water balance approach to estimate actual regional evapotranspiration in different climatic regions, J. Hydrol., 308, 105–121. Xu, C. Y., Vandewiele, G. L., 1994. Sensitivity of monthly rainfallrunoff models to input errors and data length, Hydrol. Sci. J. 39(2), 157–176. Xu, C. Y., Seibert, J., Halldin, S., 1996. Regional water balance modeling in the NOPEX area: development and application of monthly water balance models. Journal of Hydrology, 180(1): 211–236. Yalçınlar, İ., 1968. Strüktüral Morfoloji Cilt I. (Genişletilmiş İkinci Baskı). İst. Üniv. Yayın No: 800, Edeb. Fak. Coğ. Enst. Yayın No: 24, Taş Matbaası, İstanbul. Yalçınlar, İ., 1976. Türkiye Jeolojisine Giriş (Paleozoik açısından). İstanbul Üniversitesi Edebiyat Fakültesi Yayın No: 2089, Coğrafya Enstitüsü Yayın No: 87, Edebiyat Fakültesi Matbaası, İstanbul. Zhou, M. C., Ishidaira, H., Hapuarachchi, H. P., Magome, J., Kiem, A. S., Takeuchi, K., 2006. Estimating potential evapotranspiration using Shuttleworth–Wallace model and NOAA-AVHRR NDVI data to feed a distributed hydrological model over the Mekong River basin. Journal of Hydrology 327: 151–173. Zimmermann, E., 2006. Bayesian approach to daily rainfall modelling to estimate monthly net infiltration using the Thornthwaite water budget and Curve Number methods. Hydrogeology Journal 14: 648–656. http://desktop.arcgis.com/en/arcmap/10.3/tools/spatial-analyst-toolbox/understanding-overlay-analysis.htm (Accessed 20 June 2017). http://rasatlar.dsi.gov.tr/# (Accessed 18 July 2017). http://www.dsi.gov.tr/haberler/2016/01/23/ergenehavzasieylemplanitoplantisigerceklestirildi (Accessed 17 July 2017). http://www.dsi.gov.tr/toprak-ve-su-kaynaklari (Accessed 17 July 2017). https://water.usgs.gov/edu/runoff.html (Accessed 13 June 2017). https://www.csb.gov.tr/dosyalar/images/file/ERGENE%20HAVZASI%20KORUMA%20EYLEM%20PLANI%202011.pdf (Accessed 17 July 2017). https://www.mgm.gov.tr/FILES/iklim/iklim_siniflandirmalari.pdf (Accessed 14 July 2017).
Year 2018, Volume: 2 Issue: 2, 40 - 83, 11.07.2018
https://doi.org/10.31807/tjwsm.364011

Abstract

References

  • Aksoy, H., 2007. Hydrological variability of the European part of Turkey. Iranian Journal of Science & Technology, Transaction B, Engineering, 31 (B2), 225–236. Aksoy, H., Ünal, N. E., Alexandrov, V., Dakova, S., Yoon, J., 2007. Hydrometeorological analysis of northwestern Turkey with links to climate change. Int. J. Climatol. 28: 1047–1060. Alexandris, S., Kerkides, P., Liakatas, A., 2006. Daily reference evapotrnspiration estimates by the “Copais” approach, Agric. Water Manage. 82, 371–386. Alexandris, S., Stricevic, R., Petkovic, S., 2008. Comparative analysis of reference evapotranspiration from the surface of rainfed grass in central Serbia, calculated by six empirical methods againist the Penman-Monteith formula. European Water 21/22: 17–28. Allen R. G., Pereira S. L., Raes D., Smith M., 1998. Crop Evapotranspiration Guidelines for Computing Crop Water Requirements. Irrigation and Drainage Paper, Rome, 56. Allen, R. G., 1993. Evaluation of a temperature difference method for computing grass reference evapotranspiration. Report submitted to the Water Resources Develop. and Man. Serv., Land and Water Develop. Div., FAO, Rome. 49 p. Allen, R. G., Pruitt, W. O., 1986. Rational Use of the FAO Blaney-Criddle Formula. Journal of Irrigation and Drainage Engineering, 112, 139–155. Alley, W. M., 1984. On the treatment of evapotranspiration, soil moisture accounting and aquifer recharge in monthly water balance models, Water Resour. Res. 20 (8), 1137–1149. Ardel, A., 1957. Trakya’nın Jeomorfolojisi. Türk Coğrafya Dergisi, 17, 152–158. Ardel, A., 1965. Anadolu Havzalarının Teşekkül ve Tekamülü Hakkında Düşünceler. İ.Ü. Coğrafya Enstitüsü Dergisi, 8, 60–73. İstanbul. Ardos, M., 1995. Türkiye Ovalarının Jeomorfolojisi, Cilt I. Çantay Kitabevi, İstanbul. Arnall, N. W., 1992. Factors controlling the effects of climate change on river flow regimes in a humid temperate environment, J. Hydrol, 132, 321–342. Arnold, J. G., Srinivasan, R., Muttiah, R. S., Allen, P. M., 2000. Continental scale simulation of the hydrologic balance. Journal of the American Water Resources Association, 35 (5), 1037–1051. ASCE, 1990. Evapotranspiration and irrigation water requirements. In: Jensen, M.E., Burman, R.D., Allen, R.G. (Eds.), ASCE Manuals and Reports on Engineering Practice, vol. 70. ASCE, New York. Atalay, İ., 1986. Uygulamalı Hidrografya I. Ege Üniv. Edeb. Fak. Yayın No: 38, Ege Üniv. Basımevi, Bornova-İzmir. Baier, W., Robertson, G.W., 1965. Estimation of Latent Evaporation from Simple Weather Observations,. Can. J. Plant Sct., 45.276–284. Baldwin, C. K., Tarboton, D. G., Shoemaker, J., McKee, M., Basdekas, L., 2002. Assessment of streamflow and climatological data available for use in WRIA 1 watershed management. Final Draft 2 Report for Surface Water Quantity Task 1. Utah Water Research Laboratory, Utah State University, Logan, Utah. Batelaan, O., Smedt, F. D., 2007. GIS-based recharge estimation by coupling surface–subsurface water balances. Journal of Hydrology. 337, 337– 355. Bayazıt, M., Avcı, İ., Şen, Z., 1991. Hidroloji Uygulamaları, Üçüncü Baskı, İstanbul Teknik Üniversitesi İnşaat Fakültesi Matbaası, İstanbul. Berry, J. K., Sailor, J. K., 1987. Use of a Geographic Information System for Storm Run-off Prediction from Small Urban Watersheds. Environmental Management, 11, 21–27. Beven, K. J., 2000. Rainfall runoff modelling: the primer. Wiley & Sons, Chichester etc., 360pp. Bhaduri, B., Harbor, J., Engel, B., Grove, M., 2000. Assessing Watershed-Scale, Long-Term Hydrologic Impacts of Land-Use Change Using a GIS-NPS Model. Environmental Management, 26 (6), 643–658. Bhaduri, B., Grove, M., Lowry, C., Harbor, J., 1997. Assessing the long-term hydrologic impact of land use change. Journal of the American Water Works Association 89 (11): 94–106. Birsoy, Y., Ölgen, M. K., 1992. Thornthwaite yöntemiyle su bilançosunun ve iklim tipinin belirlenmesinde bilgisayar kullanımı (Computer using on determining water balance and climate type of Thornthwaite). Ege Coğrafya Dergisi, 6 (1), 153–178. Black, P. E., 2007. Revisiting the Thornthwaite and Mather Water Balance. Journal of the American Water Resources Association, 43 (6), 1604–1605. Blaney, H. F., Criddle, W. D., 1950. Determining water requirements in irrigated áreas from climatological and irrigation data. In ISDA Soil Conserv. Serv., SCS-TP-96. Blaney, H. F., Criddle, W. D., 1962. Determining Consumptive Use and Irrigation Water Requirements. USDA Technical Bulletin 1275, US Department of Agriculture, Beltsville. Borga, M., 2002. Accuracy of radar rainfall estimates for streamflow simulation. Journal of Hydrology 267, 26–39. Brakensiek, D. L., 1955. Estimation of surface runoff volumes from agricultural watersheds by infiltration theory. Retrospective Theses and Dissertations. Paper 13263. Bultot, F., Dupriez, G. L., Gellens, D., 1990. Simulation of Land Use Changes and Impacts on Water Balance A Case Study in Belgium. Journal of Hydrology 114(1990):327–348. Calvo, J. C., 1986. An evaluation of Thornthwaite's water balance technique in predicting stream runoff in Costa Rica. Journal of Hydrological Sciences 31 (1-3) 51–60. Chow, V. T., Maidment, D. R., Mays, L. W., 1988. Applied Hydrology. McGraw-Hill Book Company, New York. Cohn, T. A., Lane, W. L., Baier. W. G., 1997. An algorithm for computing moments-based flood quantile estimates when historical information is available, Water Resour. Res., 33(9), 2089–2096. Cowan, W. L., 1957. Letter to H. O. Orgosky, dated Oct. 15, 1957, 7pp. In: Rallison, R. E. and Miller, N. 1982. Past, present, and future SCS Runoff Procedure. Proceedings of the International Symposium on Rainfall-Runoff Modelling held May 18-21, 1981 at Mississippi State University, Mississippi State, Mississippi, U.S.A. Cruff, R. W., Thompson, T. H., 1967. A comparison of methods of estimating potential evapotranspiration from climatological data in arid and subhumid environments. U. S. Geol. Survey Water-Supply Paper 1839-M. Çobaner, M., Çıtakoğlu, H., Haktanır, T., Yelkara, F., 2018. Akdeniz bölgesi için en uygun Hargreaves-Samani eşitliğinin belirlenmesi. Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi, 7 (2), 181–190. Dalton, J., 1802. Experimental essays on the constitution of mixed gases: On the force of steam or vapor from water or other liquids in different temperatures, both in a Torricelli vacuum and in air; on evaporation; and on expansion of gases by heat. Manchester Literary Philosophical Society Mem. Proceedings, (5): 536–602. Diouf, O. C., Weihermüller, L., Ba, K., Faye, S. C., Faye, S., Vereecken, H., 2016. Estimation of Turc reference evapotranspiration with limited data against the Penman-Monteith Formula in Senegal. Journal of Agriculture and Environment for International Development - JAEID 2016, 110 (1): 117 – 137. Dockter, D., 1994. Computation of the 1982 Kimberly-Penman and the Jensen-Haise evapotranspiration equations as applied in the U.S. Bureau of Reclamation's Pacific Northwest AgriMet Program. U. S. Bureau of Reclamation Pacific Northwest Region Water Conservation Center. Doğdu, M. Ş., 2011. Hidrolojik çalışmalarda kullanılan su bütçesi bileşenlerinin hesabı için bilgisayar programı. Devlet Su İşleri Genel Müdürlüğü, DSİ Teknik Bülteni, 112, 19–32. Doorenbos, J., Pruitt, W. O., 1975. Guidelines for predicting crop water requirements, Irrigation and Drainage Paper no. 24, FAO-ONU, Rome, Italy. 168 pp. Doorenbos, J., Pruitt, W. O., 1977. Guidelines for Predicting Crop Water Requirements. FAO Irrigation and Drainag. Paper, 24. FAO, Rome. Drayton, R. S., Wilde, B. M., Harris, J. H. K., 1992. Geographic Information System Approach to Distributed Modeling. Hydrological Processes, 6, 36–368. Dumlu, O., Yalçın, H. T., Bozkurtoğlu, E., 2006. Yeraltı Suyu Jeolojisi ve Hidroliği. Literatür Yayınları: 485, İstanbul. Eagleson, P. S., 1970. Dynamic Hydrology. McGraw-Hill, New York, USA. Edebeatu, C. C., 2015. Comparison of four empirical evapotranspiration models against the penman – montieth in a mangrove zone. Int. Journal of Applied Sciences and Engineering Research, 4 (4), 580–589. EİE, 2008. Su Akımları Yıllığı (2005). Elektrik İşleri Etüt İdaresi Genel Müdürlüğü Hidrolik Etütler Dairesi Başkanlığı, Ankara. Esri, 2013. ArcGIS Desktop: Release 10.3 Redlands, CA: Environmental Systems Research Institute. Feng, Y., Jia, Y., Cui, N., Zhao, L., Li, C., Gong, D., 2017. Calibration of Hargreaves model for reference evapotranspiration estimation in Sichuan basin of southwest China. Agricultural Water Management 181 (2017) 1–9. Fiering, M. B., 1967. Streamflow Synthesis, Harvard University Press, Cambridge, Massachusetts. Fleming, G., 1975. Computer Simulation Techniques in Hydrolgy. Elsevier Publ., New York. Fooladmand, H. R., 2011. Evaluation of Blaney-Criddle equation for estimating evapotranspiration in south of Iran. African Journal of Agricultural Research Vol. 6(13), pp. 3103-3109. Fooladmand, H. R., Ahmadi, S. H., 2009. Monthly spatial calibration of Blaney-Criddle equation for calculating monthly ETo in south of Iran. Irrig. Drain., 58: 234–245. Gabos, A., Gasparri, L., 1983. Monthly runoff model for regional planning, Water Internat. 8, 42–45. Gajbhiye, S., 2015. Estimation of Surface Runoff Using Remote Sensing and Geographical Information System. International Journal of u- and e- Service, Science and Technology, 8 (4), 113–122. Gitika, T., Ranjan, S., 2014. Estimation of Surface Runoff using NRCS Curve number procedure in Buriganga Watershed, Assam, India - A Geospatial Approach. International Research Journal of Earth Sciences, 2(5), 1–7. Gleick, P. H., 1986. Methods for evaluating the regional hydrologic inpacts of global climatic changes, J. Hydrol. 88, 97–116. Gleick, P. H., 1987. The development and testing of a water balance model for climate impact assessment: modelling the Sacramento basin, Water Resour. Res. 23(6), 1049–1061. González-Jorge, H., Díaz-Vilariño, L., Martínez-Sánchez, J., Arias, P., Lagüela, S., 2015. Influence of The Precision of Lidar Data in Surface Water Runoff Estimation for Road Maintenance. International Archives of the Photogrammetry, Remote Sensing & Spatial Information Sciences, 40 (3/W3), 3–8. Grace, B., Quick, B., 1988. A Comparison of Methods for the Calculation of Potential Evapotranspiration Under the Windy Semi-arid Conditions of Southern Alberta, Canadian Water Resources Journal / Revue canadienne des ressources hydriques, 13:1, 9–19. Haan, C. T., 1972. A water yield model for small watersheds, Water Resour. Res. 8 (1), 28–69. Halley, E., 1694. An account of the evaporation of water, as it was experimented in Gresham Colledge in the year 1693: With some observations thereon. by Edm. Halley. Philosophical Transactions, 18: 183–190, doi: 10.1098/rstl.1694.0037. Hargreaves, G. H., Samani, Z. A., 1982. Estimating Potential Evapotranspiration. Journal of the Irrigation and Drainage Division, Vol. 108, Issue 3, Pg. 225-230. Hargreaves, G. H., Samani, Z. A., 1985. Reference crop evapotranspiration from temperature. Applied Engineering Agric., 1:96-99. Harssema, S., 2005. A GIS based Surface Runoff Modelling and Analysis of Contributing Factors; A Case Study of the Nam Chun Watershed. Thailand. ITC Enschede, 99pp. Hewlett, J. D., Hibbert, A. R., 1966. Factors affecting the response of small watersheds to precipitation in humid areas. Reprint from Int. Symp. Forest Hydrol. Proc. Nat. Sci. Found Adv. Sci. Seminar, Penn. State Univ. 8/29 - 9/10 1965. Pergamon Press, Oxford, New York. 275–290. Horton, R. E., 1932. Drainage Basin Characteristics. Transaction of American Geological Union, 13, 350–361. Horton, R. E., 1935. Surface runoff phenomena. Part 1. Analysis of the hydrograph. Horton Hydrological Laboratory, Publication 101. Edward Bros. Ann Arbor, Michigan. Horton, R. E., 1938. The interpretation and application of runoff plat experiments with reference to soil erosion problems. Proc. Soil Sci. Soc. Am. 3, 340–349. Horton, R. E., 1939. Analysis of runoff-plat experiments with varying infiltration-capacity. Trans. Am. Geophys. Soc. 20, 693–711. Horton, R. E., 1945. Erosional Development of Streams and Their Drainage Basins: Hydrophysical Approach to Quantitative Morphology. Bulletin of the Geological Society of America 56, 275–370. Horvat, B., Rubinic, J., 2006. Annual runoff estimation—an example of karstic aquifers in the transboundary region of Croatia and Slovenia, Hydrological Sciences Journal, 51(2), 314–324. Hoşgören, Y., 2012. Hidrografya’nın Ana Çizgileri I Yeraltı Suları-Kaynaklar-Akarsular. 7. Baskı. Çantay Kitabevi, İstanbul. Hughes, D. A., 1982. Conceptual catchment model parameter transfer studies using monthly data from the Southern Cape Coastal lakes Region, Report 1/82, Hydrological Research Unit, Rhodes University, Grahamstown. Idowu, T. O., Edan, J. D., Damuya, S. T., 2013. Estimation of the Quantity of Surface Runoff to Determine Appropriate Location and Size of Drainage Structures in Jimeta Metropolis, Adamawa State, Nigeria. Journal of Geography and Earth Science 1(1), 19–29. Irmak, S., Irmak, A., Allen, R. G., Jones, J. W., 2003. Solar and Net Radiation-Based Equations to Estimate Reference Evapotranspiration in Humid Climates. Journal of irrigation and drainage engineering. September/October. Irmak, S., İstanbulluoğlu, E., Irmak, A., 2008. An Evaluation of Evapotranspiration model complexity against performance in comparison with Bowen Ration Energy Balance measurements. Transactions of the ASABE 51(4):1295–1310. Jabulani, J., 2008. Evaluation of the Potential of Using the Modified Jensen – Haise Model as an Irrigation Scheduling Technique in Zimbabwe. Electronic Journal of Environmental, Agricultural and Food Chemistry 7(3):2771–2778. Jensen, M., 2010. Estimating Evaporation from Water Surfaces. Presented at the CSU/ARS Evapotranspiration Workshop, Fort Collins, CO, 15-Mar-2010. 27 pp. Jensen, M. E., 2014. Historical evolution of ET estimating methods. Chapter 1, 1–18. In: Evapotranspiration: Principles and Applications for Water Management, By Megh R. Goyal and Eric W. Harmsen (Eds.). New Jersey, USA: Apple Academic Press Inc. Jensen, M. E., Haise, H. R., 1963. Estimating evapotranspiration from solar radiation. Journal of Irrigation and Drainage Division, Proc. Amer. Soc. Civil Eng. 89:15–41. Jensen, M. E., Burman, R. D., Allen, R. G., 1990. Evapotranspiration and Irrigation Water Requirements. ASCE Manuals and Reports on Engineering Practice No. 70, Am. Soc. Civil Engr., New York, NY. 332 pp. Jury, W. A., C. B. Tanner., 1975, Advection Modification of the Priestly and Taylor Evapotranspiration formula. Agron. J., 67.840–842. Kaletova, T., Nemetova, Z., 2017. Determination of surface runoff from the modelled area. Environment, Earth and Ecology, 1 (1), 61–66. Karataş, A., Korkmaz, H., 2012. Hatay İli’nin Su Potansiyeli ve Sürdürülebilir Yönetimi. I. Baskı, Color Ofset. Mustafa Kemal Üniversitesi, Yayın No: 40. Kellagher, R., 2013. Rainfall runoff management for developments. Report-SC030219. Department for Environment Food&Rural Affairs, Environment Agency, Horizon House, Deanery Road, Bristol. Kent, K. M., 1966. Estimating runoff from rainfall in small watersheds. Presented at meeting of Am. Geophys. Union, Los Angles, California. Available in: https://www.wcc.nrcs.usda.gov/ftpref/wntsc/H&H/TRsTPs/TP149.pdf. Kent, K. M., 1973. A method for estimating wolume and rate of rainfall in small watersheds. U.S. Department of Agriculture Soil Conservation Service, SCS-TP-149. Khatun, S., 2016. Estimation of Surface Runoff and its Seasonality of Kushkarni River Basin. International Research Journal of Earth Sciences, 4 (5), 1–10. Klemes, V., 1986. Operational testing of hydrological simulation models, Hydrological Sciences Journal, 31:1, 13–24. Koçman, A., 1993. Türkiye İklimi. Ege Üniversitesi Edebiyat Fakültesi Yayınları No: 72. İzmir. Krause, P., 2002. Quantifying the impact of land use changes on the water balance of large catchments using the J2000 model. Physics and Chemistry of the Earth 27, 663–673. Krzysztofowicz, R., Diskin, M. H., 1978. A moistureaccounting watershed model for singlestorm events based on timearea concept, J. Hydrol. 37, 261–294. Kuczera, G., 1982. On the relationship between the reliability of parameter estimates and hydrologic time series data used in calibration, Water Resour. Res. 18(1), 146–154. Kuczera, G., 1983. Improved parameter inference in catchment models, 2, Combining different kinds of hydrologic data and testing their compatibility,Water Resour. Res. 19 (5), 1163–1172. Kurter, A., 1963. Istranca Dağlarının Morfolojik Etüdü. İ.Ü. Coğrafya Enstitüsü, Yayımlanmamış Doktora Tezi. İstanbul. Lane, L. J., 1984. Surface Water Management: a users guide to calculate a water balande using the CREAMS model. Los Alamos National Labaratory, Report, LA-10177-M. Langbein, W. B., 1947. Topographic Characteristics of Drainage Basins. U.S. Geological Survey Water Supply, 968, (C), 125–157. Langbein, W. B., 1949. Annual floods and the partial-duration flood series. Eos Trans. AGU, 30 (6), 879–881. Langbein, W. B., Krug, J. A., Wrather, W. E., 1949. Annual runoff in the United States, U.S. Geological Survey Circular 52, 1–14. Langbein, W. B., 1980. Distribution of the Difference Between Precipitation and Open Water Evaporation in North America, Plate (2). In: Surface Water Hydrology, M. G. Wolman (Editor). Geological Society of America, Vol. 0-1. Langford, K. J., Duncan, H. P., Heeps, D. P., 1978. Forecasting streamflow and storage using a soil dryness index model. Rep. MMBWW0031, Melbourne and Metrop. Board of Works, Melbourne, Victoria. Liang, X., Lettenmaier, D. P., Wood, E. F., Burges, S. J., 1994. A Simple Hydrologically Based Model of Land Surface Water and Energy Fluxes for General Circulation Models. J. of Geophysical Research, 99 (D7): 14,415–14,428. Liebe, J. R., Van de Giesen, N., Andreini, M. S., Walter, M. T., Steenhuis, T. S., 2009. Determining watershed response in data poor environments with remotely sensed small reservoirs as runoff gauges. Water Resources Research, Vol. 45, W07410. Lima, J., Antonino, A., Souza, E., Hammecker, C., Montenegro, S., Lira, C., 2013. Calibration of Hargreaves-Samani equation for estimating reference evapotranspiration in the sub- humid region of Brazil. Journal ofWaterResourceand Protection, 5 12A1-A5. Lingling, Z., Jun, X., Chong-Yu, X., Zhonggen, W., Leszek, S., Cangrui, L., 2013. Evapotranspiration estimation methods in hydrological models. Journal of Geographical Sciences, Beijing, 23 (2), 359–369. General Directorate of Mineral Research and Exploration, 2006. Trakya Bölgesi Litostratigrafi Birimleri. Stratigrafi Komitesi Litostratigrafi Birimleri Serisi-2. Ankara. Majumder, A., Sivaramakrishnan, L., 2016. Estimating Water Budget Through Water Balance Method in Alluvial Damodar Fan-Delta: A Study in Semi-critical Pandua Block of West Bengal. In: Neo-Thinking on Ganges-Brahmaputra Basin Geomorphology Part of the series Springer Geography. Das, B.C., Ghosh, S., Islam, A., Ismail, M. (Eds.) pp 115-128. Makkink G. F., 1957. Testing the Penman formula by means of lysimeters. International Journal of Water Engineering, 11: 277–288. Mattikalli, N. M., Devereux, B. J., Richards, K. S., 1996. Prediction of River Discharge and Surface Water Quality Using an Integrated Geographic Information System Approach. International Journal of Remote Sensing, 17 (4), 683–701. McKenney, M. S., Rosenberg, N. J., 1993. Sensitivity of some potential evapotranspiration estimation methods to climate change. Agricultural and Forest Meteorology 64, 81–110. Melton, M. A., 1957. An Analysis of The Relation Among Elements of Climate, Surface Properties and Geomorphology. Off. Nav. Res. (U.S.), Geogr. Branch, Project 389-042, Tech. Rep., 11, Columbia University. Turkish State Meteorological Service, 2016. Elektronik veri. www.tumas.mgm.gov.tr. Miller, J. R., Ritter, D. F., Kochel, R. C., 1990. Morphometric Assessment of Lithologic Control on Drainage Basin Evolution in The Crawford Upland, South-Central Indiana. American Journal of Science, Vol. 290, 569–599. Mockus, V., 1964. Letter to Orrin Ferris, March 5, 6p, In: Rallison, R. E. 1980. Origin and evolution of the SCS runoff equation, Proc., A.S.C.E. Symp. Watershed Management, Boise, Idaho. Mohawesh, O. E., 2011. Evaluation of evapotranspiration models for estimating daily reference evapotranspiration in arid and semiarid environments. Plant Soil Environ. 57, 2011 (4): 145–152. Morales-Salinas, L., Ortega-Farías, S., Riveros-Burgos, C., Neira-Román, J., Carrasco-Benavides, M., López-Olivari, R., 2017. Monthly calibration of Hargreaves–Samani equation using remote sensing and topoclimatology in central-southern Chile, International Journal of Remote Sensing. Mulder, J. P. M., 1985. Simulating interception loss using standard meteorological data. In: Hutchison, B.A., Hicks, B.B. (Eds.), The Forest–Atmosphere Interaction. Reidel, Dordrecht, pp. 177–196. Nash, J. E., Sutcliffe, J. V., 1970. River flow forecasting through conceptual models, i., a discussion of principles. Journal of Hydrology 10, 282–290. Neitsch, S. L., Arnold, J. G., Kiniry, J. R., Williams, J. R., 2011. Soil and Water Assessment Tool: Theoretical Documentation Version 2009. Texas Water Resources Institute Technical Report No. 406. Agricultural Research Service (USDA) & Texas Agricultural Experiment Station, Texas A&M University, Temple. Nielsen, D. R., Biggar, J. W., Erh, K. T., 1973. Spatial Variability of Field-Measured Soil-Water Properties. Hilgardia, 42 (7), 215–260. Özer, Z., 1990. Su Yapılarının Projelendirilmesinde Hidrolojik ve Hidrolik Esaslar (Teknik Rehber). Köy Hizmetleri Genel Müdürlüğü Havza Islahı ve Göletler Daire Başkanlığı, Ankara. Pagh, T. L., Murdock, C., King, B. R., 2005. Using Lidar To Study Surface Water Run-Off and Impervious Surface Delineation. Pecora 16 Global Priorities in Land Remote Sensing, October 23-27, 2005 * Sioux Falls, South Dakota. Palmer, W. C., 1965. Meteorologic drought Research Paper, US Weather Bureau, 45, p. 58. Pastor, J., Post, W. M., 1984. Calculating Thornthwaite and Mather's actual evapotranspiration using an approximating function. Canadian Journal of Forest Research, 14(3): 466-467. Pelen, N., İşlek, M., Aydın, N., 2013. Ergene Havzası’nda Yağış ve Yeraltısuyu Seviye Verilerinin Değerlendirilmesi. III. Türkiye İklim Değişikliği Kongresi TİKDEK 2013, 3–5 Haziran 2013, İstanbul. Penman, H. L., 1948. Natural Evaporation from Open Water, Bare Soil and Grass. Proc. Royal Society, London, England. 193:120–146. Pereira, L. S., Allen, R. G. Smith, M., Raes, D., 2015. Crop evapotranspiration estimation with FAO56: Past and future. Agricultural Water Management, 147, 4–20. Pitman, W. V., 1973. A mathematical model for generating monthly river flows from meteorological data in South Africa. Report 2/73, Hydrological Research Unit, University of the Witwatersrand, Johannesburg. Pitman, W. V., 1978. Flow generation by catchment models of differing complexity – a comparison of performance, J. Hydrol. 38, 59–70. Ponce, V. M., Hawkins, R. H., Members, ASCE., 1996. Runoff curve number: has it reached maturity? Journal of Hydrologic Engineering 1(1): 11–19. Poullain, J., 2012. Estimating Storm Water Runoff. In Florida Erosion and Sediment Control Inspector’s Manual. PDH Online. Priestley, C. H. B., Taylor, R. J., 1972. On the assessment of surface heat flux and evaporation using large scale parameters monitoring. Weather Review, 100: 81–92. Rallison, R. E., Miller, N., 1982. Past, present, and future SCS Runoff Procedure. Proceedings of the International Symposium on Rainfall-Runoff Modelling held May 18-21, 1981 at Mississippi State University, Mississippi State, Mississippi, U.S.A. Ranzi, R., Bacchi, B., Grossi, G., 2003. Runoff measurements and hydrological modelling for the estimation of rainfall volumes in an alpine basin. Quarterly Journal of The Royal Meteorological Society, 129, 653–672. Rao, K. H. V. D., Rao, V. V., Dadhwal, V. K., 2014. Improvement to the Thornthwaite Method to Study the Runoff at a Basin Scale Using Temporal Remote Sensing Data. Water Resour Manage (2014) 28:1567–1578. Rientjes, T. H. M., 2004. Inverse modelling of the rainfall-runoff relation: a multi objective model calibration approach. PhD. Thesis, Delft, 371pp. Ries, K. G., 1990. Estimating surface-water runoff to Narragansett Bay, Rhode Island and Massachusetts. U.S. Geological Survey, Water-Resources Investigation Report 89-4164. Roberts, P. J. T., 1978. A comparison of the performance of selected conceptual models of the rainfallrunoff process in semiarid catchments near Grahamstown, Report 1/78, Hydrological Research Unit, Rhodes University, Grahamstown. Roberts, P. J. T., 1979. Model FLEXIFIT: A conceptual rainfallrunoff model for the extension of monthly runoff records. Dept. of Environment Affairs, Hydrological Research Institute, Tech. Report TR98. Roy, S., Ophori, D., 2012. Assessment of Water Balance of The Semi-Arid Region in Southern San Joaquin Valley California Using Thornthwaite and Mather’s Model. Journal of Environmetnal Hydrology, 20 (15), 1–9. Salas, J. D., Tabios III, G. Q., Obeysekera, J. T. B., 1986. Seasonalmodel forwatershed simulation, Users Manual, Dept. of Civil Engineering, Colorado State University. Samani, Z., 2000. Estimating solar radiation and evapotranspiration using minimum climatological data. Journal of Irrigation and Drainage Engineering, 126: 265–267. Sammis, W. T., Wang, J., Miller, D. R., 2011. The Transition of the Blaney-Criddle Formula to the Penman-Monteith Equation in the Western United States. Journal of Service Climatology, 5 (1), 1–11. Santhi, C., Allen, P. M., Muttiah, R. S., Arnold, J. G., Tuppad, P., 2008. Regional estimation of base flow for the conterminous United States by hydrologic landscape regions. Jour of Hydrology v 351 p 139–153. Sauer, T., Ries, J. B., 2002. The water balance of different soils on abandoned fields along a transect from the High Pyrenees to the Central Ebro Basin. In: J.M. García-Ruiz, J.A.A. Jones and J. Arnáez (Editors), Environmental change and water sustainability. Instituto Pirenaico de Ecología, CSIC, Zaragoza, pp. 99–109. Schaake, J. C., Liu, C., 1989. Development and application of simple water balance models to understand the relationship between climate and water resources, in: M. L. Kavvas (ed.), New Directions for Surface Water Modeling (Proceedings of the Baltimore Symposium, May 1989), IAHS Publ. No. 181. Schreiber, P., 1904. Ueber die Beziehungen zwischen dem Niederschlag und der Wasseruhrung der Flusse in Mitteleuropa. Meteorol. Z., 21, 441–452. Shahidian, S., Serralheiro, R. P., Serrano, J., Teixeira, J., Haie, N., Santos, F., 2012. Hargreaves and other reduced-set methods for calculating evapotranspiration. In: Irmak, A. (Ed.). Evapotranspiration – Remote Sensing and Modeling, In Tech, 59–80. Sharma, K. D., Singh, S., 1992. Runoff estimation using Landsat Thematic Mapper data and the SCS model, Hydrological Sciences Journal, 37:1, 39-52. Shuttleworth, W. J., Wallace, J. S., 1985. Evaporation from sparse crops – an energy combination theory. Quart. J. Royal Meteorol. Soc. 111, 839–855. Singh, R. K., Prasad, V. H., Bhatt, C. M., 2004. Remote sensing and GIS approach for assessment of the water balance of a watershed / Evaluation par télédétection et SIG du bilan hydrologique d’un bassin versant, Hydrological Sciences Journal, 49 (1), 131–141. Snyder, F. F., 1963. A water yield model derived from monthly runoff data. International Association of Scientific Hydrology Publication No. 63, 18–30. Stanton, J. S., Ryter, D. W., Peterson, S. M., 2013. Effects of Linking a Soil-Water-Balance Model with a Groundwater-Flow Model. USGS Staff - Published Research. Paper 740. Steenhuis, T. S., Van der Molen, W. H., 1986. The Thornthwaite-Mather procedure as a simple engineering method to predict recharge, J. Hydrol., 84, 221– 229. Stone, D. M., 1988. A BASIC Computer Program to Calculate Daily Potential Evapotranspiration. Tree Planter's Notes, 38 (3), 9–12. Strahler, A. N., 1952. Hypsometric Analysis of Erosional Topography. Bulletin of the Geological Society of America, 63, 1117–1142. Strahler, A. N., 1957. Quantitative Analysis of Watershed Geomorphology. American Geophysical Union Transactions, 38 (6), 913–920. Tayfur, G., Moramarco, T., 2008. Predicting hourly-based flow discharge hydrographs from level data using genetic algorithms. Journal of Hydrology 352, 77– 93. Tayfur, G., Singh, V. P., 2011. Predicting mean and bankfull discharge from channel cross-sectional area by expert and regression methods. Water Resources Management 25:1253–1267. Tedela, N. H., McCutcheon, S. C., Rasmussen, T. C., Hawkins, R. H., Swank, W. T., Campbell, J. L., Adams, M. B., Jackson, C. R., Tollner, E. W., 2012. Runoff curve numbers for 10 small forested watersheds in the mountains of the eastern United States. Journal of Hydrologic Engineering. 17: 1188–1198. Thomas, H. A., 1981. Improved method for national water assessment, Report WR15249270, U.S. Water Resource Council, Washington, D. C. Thornthwaite, C. W., 1944. Report of the Committee on Transpiration and Evaporation. 1943-44." lrans. Am. Geophys Union, 25:6B6-693. Thornthwaite, C. W., 1948. An approach toward a rational classification of climate. Geograph Rev.38:55–94. Thornthwaite, C. W., Mather, J. R., 1955. The Water Balance, Publications in Climatology VIII (1): 1-104, Drexel Institute of Climatology, Centerton, New Jersey. Thornthwaite, C. W., Mather, J. R., 1957. Instructions and Tables For Computing Potential Evapotranspiration and The Water Balance. Publication in Climatology 10, 185-311. Laboratory of Climatology Drexel Institute of Technology, Centerton, New Jersey, USA. Trajkovic, S., 2007. Temperature-Based Approaches for Estimating Reference Evapotranspiration. Journal of Irrigation and Drainage Engineering, Vol. 131 (4), 316–323. Tsutsumi, A., Jinno, K., Berndtsson, R., 2004. Surface and subsurface water balance estimation by the groundwater recharge model and a 3-D two-phase flow model/Estimation de bilan hydrologique de surface et de subsurface à l’aide de modèles de recharge de nappe et d’écoulement diphasique 3-D, Hydrological Sciences Journal, 49:2, 205–226. Tuffuor, S., Labadie, J. W., 1973. A nonlinear time variant rainfallrunoff model for augmenting monthly data, Water Resour. Res. 19 (6), 1161–1166. Tukimat, N. N. A., Harun, S., Shahid, S., 2012. Comparison of different methods in estimating potential evapotranspiration at Muda Irrigation Scheme of Malaysia. Journal of Agriculture and Rural Development in the Tropics and Subtropics. 113 (1), 77–85. Turc, L., 1954. Water Balance of Soils: Relationship Between Precipitation Evapotranspiration and Runoff (in French). Annales Agronomiques, 5, 491–595 and 6, 5–131. USDA, 1986. United States Department of Agriculture Soil Conservation Service Engineering Division Technical Release 55. Urban Hydrology for Small Watersheds. Van der Beken, A., Byloos, J., 1977. A monthly water balance model including deep infiltration and canal losses, Hydrol. Sci. Bull. 22 (3), 341–351. Verstappen, H. T., 1983. Applied Geomorphology Geomorphological Surveys for Environmental Development. Elsevier Science Publishing Company Inc., New York. Vojtek, M., Vojtekova, J., 2016. GIS-Based Approach to Estimate Surface Runoff in Small Catchments: A Case Study. Quaestiones Geographicae 35(3). 97–116. Ward, R. C., Robinson, M., 1990. Principles of Hydrology. McGraw-Hill, London, 365pp. Warnick, A. W., Nielsen, D. R., 1980. Spatial Variability of Soil Physical Properties in the Field. In: Applications of Soil Physics, D. Hillel (Editor). Academic, San Diego, California, 385 pp. Weib, M., Menzel, L., 2008. A global comparison of four potential evapotranspiration equations and their relevance to stream flow modelling in semi-arid environments. Adv. Geosci., 18, 15–23. Westenbroek, S. M., Kelson, V. A., Dripps, W. R., Hunt, R. J., Bradbury, K. R., 2010. SWB—A modified Thornthwaite-Mather Soil-Water-Balance code for estimating groundwater recharge: U.S. Geological Survey Techniques and Methods, 6–A31, 60 p. Wilcox, B. P., Rawls, W. J., Brakensiek, D. L., Wight, J. R., 1990. Predicting Runoff from Rangeland Catchments: A Comparison of Two Models. Water Res. Research 26(10):2401–2410. Xu, C. Y., 1999a. Operational testing of a water balance model for predicting climate change impacts. Agricultural and Forest Meteorology 98-99, 295–304. Xu, C. Y., 1999b. Estimation of Parameters of a ConceptualWater Balance Model for Ungauged Catchments. Water Resources Management 13, 353–368. Xu, C. Y., Singh, V. P., 1998. A review on monthly water balance models for water resources investigation and climatic impact assessment, Water Resour. Manage. 12, 31–50. Xu, C. Y., Singh, V. P., 2000. Evaluation and Generalization of Radiation-based Methods for Calculating Evaporation, Hydrolog. Processes 14: 339–349. Xu, C. Y., Singh, V. P., 2002. Cross comparison of empirical equations for calculating potential evapotranspiration with data from Switzerland. Water Resources Management, 16: 197–219. Xu, C. Y., Singh, V. P., 2005. Evaluation of three complementary relationship evapotranspiration models by water balance approach to estimate actual regional evapotranspiration in different climatic regions, J. Hydrol., 308, 105–121. Xu, C. Y., Vandewiele, G. L., 1994. Sensitivity of monthly rainfallrunoff models to input errors and data length, Hydrol. Sci. J. 39(2), 157–176. Xu, C. Y., Seibert, J., Halldin, S., 1996. Regional water balance modeling in the NOPEX area: development and application of monthly water balance models. Journal of Hydrology, 180(1): 211–236. Yalçınlar, İ., 1968. Strüktüral Morfoloji Cilt I. (Genişletilmiş İkinci Baskı). İst. Üniv. Yayın No: 800, Edeb. Fak. Coğ. Enst. Yayın No: 24, Taş Matbaası, İstanbul. Yalçınlar, İ., 1976. Türkiye Jeolojisine Giriş (Paleozoik açısından). İstanbul Üniversitesi Edebiyat Fakültesi Yayın No: 2089, Coğrafya Enstitüsü Yayın No: 87, Edebiyat Fakültesi Matbaası, İstanbul. Zhou, M. C., Ishidaira, H., Hapuarachchi, H. P., Magome, J., Kiem, A. S., Takeuchi, K., 2006. Estimating potential evapotranspiration using Shuttleworth–Wallace model and NOAA-AVHRR NDVI data to feed a distributed hydrological model over the Mekong River basin. Journal of Hydrology 327: 151–173. Zimmermann, E., 2006. Bayesian approach to daily rainfall modelling to estimate monthly net infiltration using the Thornthwaite water budget and Curve Number methods. Hydrogeology Journal 14: 648–656. http://desktop.arcgis.com/en/arcmap/10.3/tools/spatial-analyst-toolbox/understanding-overlay-analysis.htm (Accessed 20 June 2017). http://rasatlar.dsi.gov.tr/# (Accessed 18 July 2017). http://www.dsi.gov.tr/haberler/2016/01/23/ergenehavzasieylemplanitoplantisigerceklestirildi (Accessed 17 July 2017). http://www.dsi.gov.tr/toprak-ve-su-kaynaklari (Accessed 17 July 2017). https://water.usgs.gov/edu/runoff.html (Accessed 13 June 2017). https://www.csb.gov.tr/dosyalar/images/file/ERGENE%20HAVZASI%20KORUMA%20EYLEM%20PLANI%202011.pdf (Accessed 17 July 2017). https://www.mgm.gov.tr/FILES/iklim/iklim_siniflandirmalari.pdf (Accessed 14 July 2017).
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Primary Language English
Journal Section TURKISH JOURNAL OF WATER SCIENCES AND MANAGEMENT
Authors

Atilla Karataş

Publication Date July 11, 2018
Published in Issue Year 2018 Volume: 2 Issue: 2

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APA Karataş, A. (2018). Identifying Surface Runoff Distribution and Amount in Stream Basins: Ergene River Basin. Turkish Journal of Water Science and Management, 2(2), 40-83. https://doi.org/10.31807/tjwsm.364011