Evaluation and optimization of raingauge network based on probability kriging (case study: Gorgan-Rud watershed)

Document Type : Original Article

Authors

1 PhD student, Department of Water Engineering, College of Agriculture, Ferdowsi University of Mashhad, Mashhad, Iran

2 Professor, Department of Water Engineering, College of Agriculture, Ferdowsi University of Mashhad. Mashhad, Iran.

3 Professor, Technical and Engineering Department, Science and Research Branch, Islamic Azad University, Tehran, Iran

Abstract

Rainfall is a key factor for water resources management. Raingauge networks with accurate measurement and appropriate density are required for the estimation of the rainfall in ungauged sites in watersheds. This study aimed at assessing a method based on kriging and normal probability distribution function for evaluating raingauge network in GorganRud watershed (114000 km2). The concept is based on criterion that named percentage of the total area with acceptable accuracy (Ap). Spatial variability of annual rainfall is analyzed using dimensionless variogram then using a sequential algorithm 33 raingauges in the network is evaluated. Results showed the base network for annual rainfall comprises 21 gauges and 12 remaining gauges have little contribution to estimate areal rainfall in the watershed. After optimization the non-based raingauges reduced to 7 gauges and will be more effective to estimate areal rainfall in whole of watershed. Furthermore, Results showed that simplifying and using GIS software by developing a toolbox will make it easier for evaluating a raingauge network.
 
 

Keywords


ثقفیان ب، رحیمی بندرآبادی س، طاهری ح و غیومیان ج (1384) اثر تراکم ایستگاه و تفکیک مکانی در برآورد توزیع مکانی بارندگی روزانه، مطالعه موردی بارندگی­های جنوب غرب ایران. مجله استقلال. شماره 24 (1).  75-59.
ثقفیان ب و رحیمی بندرآبادی س (1384) مقایسه روشهای درونیابی و برونیابی برای برآورد توزیع مکانی مقدار بارندگی سالانه. مجله تحقیقات منابع آب ایران. شماره 2. 84-74.
کسایی رودسری ب،  قهرمان ب و شریفی م (1389)  بررسی تراکم شبکه­ی ایستگاه­های باران­سنجی با استفاده از روش­های زمین آماری، مطالعه موردی استان­های خراسان شمال، رضوی و جنوبی. مجله علوم و مهندسی آبخیزداری ایران. شماره 10 (4). 35-44.
Al-Zahrani M, and Husain T (1998) An algorithm for designing a precipitation network in the south-western region of Saudi Arabia. Journal of Hydrology 205(3): 205–216.
Bastin G, Lorent B, Duque C, Gevers M (1984) Optimal estimation of the average areal rainfall and optimal selection of raingauge locations. Water Resources Research 20(4): 463–470.
Bardossy A (1985) Multicriterion network design using geostatistics. Water Resources Research 21(2):  199–208.
Cheng KS, Wei C, Cheng YB, Yeh HC and Liou JJ (2008) Rain-gauge network evaluation and augmentation using geostatistics. Hydrological Processes 22(14): 2555–2564.
Chen YC, Wei C, and Yeh HC (2008) Rainfall network design using kriging and entropy. Hydrological Processes 22(14): 340–346.
Ghahraman B, and sepaskhah AR (2001) Autographic Raingage Network design for Iran by kriging. Iran Journal of Science and Technology 25(B4): 653-660.
Kassim AHM, and Kottegoda NT (1991) Rainfall network design through comparative kriging methods. Hydrological Sciences Journal 36(3):  223–240.
Krstanovic PF and Singh VP (1992a) Evaluation of rainfall network using entropy: I. Theoretical development. Water Resources Management 6(4):  279–293.
Krstanovic PF and Singh VP (1992b) Evaluation of rainfall network using entropy: II. Application. Water Resources Management 6(4): 295–314.
Manegold J (2003) Using the ModelBuilder of ArcGIS 9 for Landscape Modeling. In: Buchmann, E. & S. Ervin (eds.): Trends in Landscape Modeling. Proceedings at Anhalt University of Applied Sciences. Heidelberg: Wichmann: 240-245.
Pannatier Y (1996) VARIOWIN software for spatial data analysis in 2D. Springer, New York. Lausanne Edition Springer, Institut of Mineralogy, University of Lausanne.
Saghafian B, Farazjoo H, Bozorgy B, Yazdandoost F (2008) Flood Intensification due to Changes in Land Use. Water Resource Management. 22(8): 1051–1067.
Sun B and Petreson TC (2006) Estimating precipitation normal for USCRN stations. Journal of Geophysical Research. 111(D9):1984–2012.
Tsintikidis D, Georgakakos KP, Sperfslage JA, Smith DE and Carpenter TM (2002) Precipitation uncertainty and raingauge network design within Folsom Lake watershed. Journal of Hydrologic Engineering, 7(2): 175–184.   
Webster R and Oliver MA (2001) Geostatistics for Environmental Scientists. John Wiley and Sons, Ltd., Chichester, UK. 271.
Winitzki S (2003) Uniform approximations for transcendental functions. ICCSA'03 Proceedings of the International Conference on Computational Science and its Applications. Part I: 780-789.
WMO (1994) Guide to Hydrological Practices, 5th Ed., WMO 168: 735.