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Original Articles

Raingauge network optimization in a tropical urban area by coupling cross-validation with the geostatistical technique

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Pages 474-491 | Received 30 Aug 2016, Accepted 15 Nov 2017, Published online: 01 Mar 2018

References

  • Adhikary, S.K., Yilmaz, A.G., and Muttil, N., 2015. Optimal design of raingauge network in the Middle Yarra River catchment, Australia. Hydrological Processes, 29 (11), 2582–2599. doi:10.1002/hyp.v29.11
  • Alfonso, L., et al. 2014. Ensemble entropy for monitoring network design. Entropy, 16 (3), 1365–1375. doi:10.3390/e16031365
  • Alfonso, L., Lobbrecht, A., and Price, R., 2010. Optimization of water level monitoring network in polder systems using information theory. Water Resources Research, 46 (12), n/a-n/a. doi:10.1029/2009WR008953
  • Ali, M.Z.M. and Othman, F., 2017. Selection of variogram model for spatial rainfall mapping using analytical hierarchy procedure (AHP). Scientia Iranica, 24 (1), 28–39. doi:10.24200/sci.2017.2374
  • Awadallah, A.G., 2012. Selecting optimum locations of rainfall stations using kriging and entropy. International Journal of Civil & Environmental Engineering IJCEE, 12, 36–41.
  • Barca, E., Passarella, G., and Uricchio, V., 2008. Optimal extension of the raingauge monitoring network of the Apulian Regional Consortium for Crop Protection. Environmental Monitoring and Assessment, 145 (1–3), 375–386. doi:10.1007/s10661-007-0046-z
  • Bárdossy, A. and Das, T., 2008. Influence of rainfall observation network on model calibration and application. Hydrology and Earth System Sciences, 12 (1), 77–89. doi:10.5194/hess-12-77-2008
  • Bastin, G., et al. 1984. Optimal estimation of the average areal rainfall and optimal selection of raingauge locations. Water Resources Research, 20, 463–470. doi:10.1029/WR020i004p00463
  • Chen, Y.-C., Wei, C., and Yeh, H.-C., 2008. Rainfall network design using kriging and entropy. Hydrological Processes, 22 (3), 340–346. doi:10.1002/(ISSN)1099-1085
  • Cheng, K.S., Lin, Y.C., and Liou, J.J., 2008. Rain‐gauge network evaluation and augmentation using geostatistics. Hydrological Processes, 22 (14), 2554–2564. doi:10.1002/hyp.6851
  • Feki, H., Slimani, M., and Cudennec, C., 2016. Geostatistically based optimization of a rainfall monitoring network extension: case of the climatically heterogeneous Tunisia. Hydrology Research, 48, 6. doi:10.2166/nh.2016.256
  • Garcia, M., Peters-Lidard, C.D., and Goodrich, D.C., 2008. Spatial interpolation of precipitation in a dense gauge network for monsoon storm events in the southwestern United States. Water Resources Research, 44 (5), n/a-n/a. doi:10.1029/2006WR005788
  • Journel, A.G. and Huijbregts, C.J., 1978. Mining geostatistics. New York: Academic Press.
  • Jung, Y., et al. 2014. Rain-gauge network evaluations using spatiotemporal correlation structure for semi-mountainous regions. Terrestrial Atmospheric and Oceanic Sciences, 25 (2), 267–278. doi:10.3319/TAO.2013.10.31.01(Hy)
  • Kamel, H.F.E., Slimani, M., and Cudennec, C., 2010. A comparison of three geostatistical procedures for rainfall network optimization. Sousse, Tunisia: International Renewable Energy Congress, 260–267.
  • Kar, A.K., et al. 2015. Raingauge network design for flood forecasting using multi-criteria decision analysis and clustering techniques in lower Mahanadi river basin, India. Journal of Hydrology. Regional Studies, 4, 313–332.
  • Krstanovic, P.F. and Singh, V.P., 1992a. Evaluation of rainfall networks using entropy: I. Theoretical Development. Water Resources Management, 6, 279–293. doi:10.1007/BF00872281
  • Krstanovic, P.F. and Singh, V.P., 1992b. Evaluation of rainfall networks using entropy: II. Application. Water Resources Management, 6, 295–314.
  • Lee, Y.D. and Lahiri, S.N., 2002. Least squares variogram fitting by spatial subsampling. Journal of the Royal Statistical Society. Series B (Statistical Methodology), 64 (4), 837–854. doi:10.1111/1467-9868.00364
  • Li, C., Singh, V.P., and Mishra, A.K., 2012. Entropy theory-based criterion for hydrometric network evaluation and design: maximum information minimum redundancy. Water Resources Research, 48 (5), n/a-n/a. doi:10.1029/2011WR011251
  • Ly, S., Charles, C., and Degré, A., 2011. Geostatistical interpolation of daily rainfall at catchment scale: the use of several variogram models in the Ourthe and Ambleve catchments, Belgium. Hydrology and Earth System Sciences, 15 (7), 2259–2274. doi:10.5194/hess-15-2259-2011
  • Mishra, A.K. and Coulibaly, P., 2010. Hydrometric network evaluation for Canadian watersheds. Journal of Hydrology, 380 (3–4), 420–437. doi:10.1016/j.jhydrol.2009.11.015
  • Mishra, A.K. and Coulibaly, P., 2014. Variability in Canadian seasonal streamflow information and its implication for hydrometric network design. Journal of Hydrologic Engineering, 19 (8), 05014003. doi:10.1061/(ASCE)HE.1943-5584.0000971
  • Nemec, J. and Askew, A.J., 1986. Mean and variance in network-design philosophies. In: M.E. Moss, ed. Integrated design of hydrological networks. Proceedings of the Budapest Symposium, July 1986. Wallingford, UK: International Association of Hydrological Sciences, IAHS Publ. 158, 123–131. Available from: https://iahs.info/uploads/dms/iahs_158_0123.pdf [Accessed 1 Feb 2018].
  • Othman, F., Akbari, A., and Samah, A.A., 2011. Spatial rainfall analysis for an urbanized tropical river basin. International Journal of the Physical Sciences, 6 (20), 4861–4868.
  • Pardo-Igúzquiza, E., 1998. Optimal selection of number and location of rainfall gauges for areal rainfall estimation using geostatistics and simulated annealing. Journal of Hydrology, 210, 206–220. doi:10.1016/S0022-1694(98)00188-7
  • Putthividhya, A. and Tanaka, K., 2012. Optimal raingauge network design and spatial precipitation mapping based on geostatistical analysis from colocated elevation and humidity data. International Journal of Environmental Science and Development, 3, 2.
  • Ridolfi, E., et al. 2011. An entropy approach for evaluating the maximum information content achievable by an urban rainfall network. Natural Hazards and Earth System Science, 11 (7), 2075–2083. doi:10.5194/nhess-11-2075-2011
  • Ridolfi, E., et al. 2012. An entropy method for floodplain monitoring network design. AIP Conference Proceedings, 1479, 1780–1783.
  • Shaghaghian, M.R. and Abedini, M.J., 2013. Raingauge network design using coupled geostatistical and multivariate techniques. Scientia Iranica, 20 (2), 259–269.
  • Shannon, C.E. and Weaver, W., 1949. The mathematical theory of communication. Urbana: University of Illinois Press.
  • Şorman, Ü. and Balkan, G., 1983. An application of network design procedures for redesigning Kizilirmak River basin raingauge network, Turkey. Hydrological Sciences Journal, 28 (2), 233–246. doi:10.1080/02626668309491963
  • Vivekanandan, N. and Jagtap, R.S., 2013. Review and analysis of stream gauge and raingauge networks using spatial regression approach. WYNO Journal of Engineering & Technology Research, 1 (2), 10–21.
  • Vivekanandan, N., Roy, S., and Chavan, A., 2012. Evaluation of raingauge network using maximum information minimum redundancy theory. International Journal of Scientific Research and Reviews, 1 (3), 96–107.
  • Volkmann, T.H.M., et al. 2010. Multicriteria design of raingauge networks for flash flood prediction in semiarid catchments with complex terrain. Water Resources Research, 46, 11. doi:10.1029/2010WR009145
  • Wei, C., et al. 2010. Raingauges network design using discrete entropy and kriging. In: EGU General Assembly 2010, 2­–7 May, Vienna, Austria. Geophysical Research Abstracts, 12 (EGU2010-10421).
  • WMO (World Meteorological Organization), 2008. Guide to hydrological practices. Volume I (Hydrology – from measurement to hydrological information). 6th ed. Geneva, Switzerland: World Meteorological Organization.
  • Xu, H., et al. 2013. Assessing the influence of raingauge density and distribution on hydrological model performance in a humid region of China. Journal of Hydrology, 505, 1–12. doi:10.1016/j.jhydrol.2013.09.004
  • Xu, H., et al. 2015. Entropy theory based multi-criteria resampling of raingauge networks for hydrological modelling – A case study of humid area in southern China. Journal of Hydrology, 525, 138–151. doi:10.1016/j.jhydrol.2015.03.034
  • Yeasmin, D. and Pasha, M.F.K., 2008. Runoff prediction by GIS using optimal number of raingauges. Honolulu, HI: World Environmental and Water Resources Congress. Ahupua’a.
  • Yeh, H.-C., et al. 2011. Entropy and kriging approach to rainfall network design. Paddy and Water Environment, 9 (3), 343–355. doi:10.1007/s10333-010-0247-x
  • Yoo, C., Jung, K., and Lee, J., 2008. Evaluation of raingauge network using entropy theory: comparison of mixed and continuous distribution function applications. Journal of Hydrologic Engineering, 13, 226–235. doi:10.1061/(ASCE)1084-0699(2008)13:4(226)
  • Zhang, J. and Yao, N., 2008. The geostatistical framework for spatial prediction. Geo-Spatial Information Science, 11 (3), 180–185. doi:10.1007/s11806-008-0087-7

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