Regional flow duration curves: Geostatistical techniques versus multivariate regression

Advances in Water Resources - Tập 96 - Trang 11-22 - 2016
Alessio Pugliese1, William H Farmer2, Attilio Castellarin1, Stacey A. Archfield3, Richard M. Vogel4
1Department of Civil, Chemical, Environmental and Materials Engineering – DICAM, University of Bologna, Bologna, Italy
2U.S. Geological Survey, Denver, CO, USA
3U.S. Geological Survey, Reston, Va. USA
4Department of Civil and Environmental Engineering, Tufts University, Medford, MA, USA

Tài liệu tham khảo

Archfield, 2013, Topological and canonical kriging for design flood prediction in ungauged catchments: an improvement over a traditional regional regression approach?, Hydrol. Earth. Syst. Sci., 17, 1575, 10.5194/hess-17-1575-2013 Archfield, 2010 Berghuijs, 2014, Patterns of similarity of seasonal water balances: A window into streamflow variability over a range of time scales, Water Resour. Res., 50, 5638, 10.1002/2014WR015692 Budyko, 1974 Castellarin, 2014, Regional prediction of flow-duration curves using a three-dimensional kriging, J. Hydrol., 513, 179, 10.1016/j.jhydrol.2014.03.050 Castellarin, 2013, Prediction of flow duration curves in ungauged basins Castellarin, 2004, Regional flow-duration curves: reliability for ungauged basins, Adv. Water Resour., 27, 953, 10.1016/j.advwatres.2004.08.005 Castiglioni, 2009, Prediction of low-flow indices in ungauged basins through physiographical space-based interpolation, J. Hydrol., 378, 272, 10.1016/j.jhydrol.2009.09.032 Castiglioni, 2011, Smooth regional estimation of low-flow indices: physiographical space based interpolation and top-kriging, Hydrol. Earth Syst. Sc, 15, 715, 10.5194/hess-15-715-2011 Chokmani, 2004, Physiographical space-based kriging for regional flood frequency estimation at ungauged sites, Water Resour. Res., 40, W12514, 10.1029/2003WR002983 Cressie, 1993 Dingman, 1978, Synthesis of flow-duration curves for unregulated streams in New Hampshire, J. Am. Water Resour. Assoc., 14, 1481, 10.1111/j.1752-1688.1978.tb02298.x Falcone, J., 2011. GAGES-II: geospatial attributes of gages for evaluating streamflow, digital dataset. http://water.usgs.gov/GIS/metadata/usgswrd/XML/gagesII_Sept2011.xml. Farmer, 2014 Fennessey, 1990, Regional flow-duration curves for ungauged sites in Massachusetts, J. Water Resour. Plan. Manag.-Asce, 116, 530, 10.1061/(ASCE)0733-9496(1990)116:4(530) Ganora, 2009, An approach to estimate nonparametric flow duration curves in ungauged basins, Water Resour. Res., 45, 10.1029/2008WR007472 Gotvald, 2009 Greene, 1997 Hollander, 1999 Hughes, 1996, Daily flow time series patching or extension: a spatial interpolation approach based on flow duration curves, Hydrol. Sci. J., 41, 851, 10.1080/02626669609491555 Isaaks, 1990 Klemeš, 2000, Tall tales about tails of hydrological distributions. II, J. Hydrol. Eng., 5, 232, 10.1061/(ASCE)1084-0699(2000)5:3(232) Nash, 1970, River flow forecasting through conceptual models part I - A discussion of principles, J. Hydrol., 10, 282, 10.1016/0022-1694(70)90255-6 Parajka, 2015, The role of station density for predicting daily runoff by top-kriging interpolation in Austria, J. Hydrol. Hydromech., 63, 10.1515/johh-2015-0024 Ponce, 2000, Characterization of drought across climatic spectrum, J. Hydrol. Eng., 5, 222, 10.1061/(ASCE)1084-0699(2000)5:2(222) Pugliese, 2014, Geostatistical prediction of flow–duration curves in an index-flow framework, Hydrol. Earth Syst. Sci., 18, 3801, 10.5194/hess-18-3801-2014 2016 Singh, 1971, Model flow duration and streamflow variability, Water Resour. Res., 7, 1031, 10.1029/WR007i004p01031 Sivapalan, 2003, IAHS decade on predictions in ungauged Basins (PUB), 2003-2012: shaping an exciting future for the hydrological sciences, Hydrol. Sci. J., 48, 857, 10.1623/hysj.48.6.857.51421 Skøien, 2014, Rtop: an R package for interpolation of data with a variable spatial support, with an example from river networks, Comput. Geosci., 67, 180, 10.1016/j.cageo.2014.02.009 Skøien, 2006, Top-kriging - geostatistics on stream networks, Hydrol. Earth Syst. Sci., 10, 277, 10.5194/hess-10-277-2006 Stedinger, 1981, Estimating correlations in multivariate streamflow models, Water Resour. Res., 17, 200, 10.1029/WR017i001p00200 Stedinger, 1993, Frequency analysis of extreme events, 18.11 Vogel, 1994, Flow-duration curves. I: new interpretation and confidence intervals, J. Water Resour. Plan. Manag., 120, 485, 10.1061/(ASCE)0733-9496(1994)120:4(485) Vogel, 1995, Flow duration curves II: a review of applications in water resources planning, J. Am. Water Resour. Assoc., 31, 1029, 10.1111/j.1752-1688.1995.tb03419.x