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Volumn 53, Issue , 2013, Pages 33-44

Detecting gradual and abrupt changes in hydrological records

Author keywords

Change point test; Climate change; Duration of a change; Hydrological statistics; Non stationarity; Trend test

Indexed keywords

ANTHROPOGENIC CHANGES; CHANGE-POINTS; DATA NETWORK; DURATION OF A CHANGE; HYDROCLIMATIC; HYDROCLIMATIC VARIABLES; HYDROLOGICAL TIME-SERIES; MANN-KENDALL; MONTE CARLO; NON-STATIONARITIES; RANK CORRELATION; TREND TESTS; WATER RESOURCES PLANNING;

EID: 84870700675     PISSN: 03091708     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.advwatres.2012.09.008     Document Type: Article
Times cited : (95)

References (54)
  • 3
    • 70349745639 scopus 로고    scopus 로고
    • Nonlinear dynamics and chaos in hydrologic systems: latest developments and a look forward
    • Sivakumar B. Nonlinear dynamics and chaos in hydrologic systems: latest developments and a look forward. Stoch Env Res Risk A 2008, 23(7):1027-1036.
    • (2008) Stoch Env Res Risk A , vol.23 , Issue.7 , pp. 1027-1036
    • Sivakumar, B.1
  • 4
    • 34447336378 scopus 로고    scopus 로고
    • Regression-based approach to low flow prediction in the Maryland piedmont region under joint climate and land use change
    • Hejazi M.I., Moglen G.E. Regression-based approach to low flow prediction in the Maryland piedmont region under joint climate and land use change. Hydrol Processes 2007, 21:1793-1801.
    • (2007) Hydrol Processes , vol.21 , pp. 1793-1801
    • Hejazi, M.I.1    Moglen, G.E.2
  • 5
    • 58249102699 scopus 로고    scopus 로고
    • The effect of climate and land use change on flow duration in the Maryland piedmont region
    • Hejazi M.I., Moglen G.E. The effect of climate and land use change on flow duration in the Maryland piedmont region. Hydrol Processes 2008, 22:4710-4722.
    • (2008) Hydrol Processes , vol.22 , pp. 4710-4722
    • Hejazi, M.I.1    Moglen, G.E.2
  • 7
    • 0036592356 scopus 로고    scopus 로고
    • A framework for sustainability analysis in water resources management and application to the Syr Darya basin
    • Cai X., McKinney D., Lasdon L.S. A framework for sustainability analysis in water resources management and application to the Syr Darya basin. Water Resour Res 2002, 38(6):1085. 10.1029/2001WR000214.
    • (2002) Water Resour Res , vol.38 , Issue.6 , pp. 1085
    • Cai, X.1    McKinney, D.2    Lasdon, L.S.3
  • 8
    • 0037237096 scopus 로고    scopus 로고
    • Integrated hydrologic-agronomic-economic model for river basin management
    • Cai X., McKinney D., Lasdon L.S. Integrated hydrologic-agronomic-economic model for river basin management. J Water Resour Plan Manage 2003, 129(1):4-17.
    • (2003) J Water Resour Plan Manage , vol.129 , Issue.1 , pp. 4-17
    • Cai, X.1    McKinney, D.2    Lasdon, L.S.3
  • 9
    • 4544314812 scopus 로고    scopus 로고
    • Optional water development strategies for the Yellow River basin: balancing agricultural and ecological water demands
    • Cai X., Rosegrant M.W. Optional water development strategies for the Yellow River basin: balancing agricultural and ecological water demands. Water Resour Res 2004, 40:W08S04. 10.1029/2003WR002488.
    • (2004) Water Resour Res , vol.40
    • Cai, X.1    Rosegrant, M.W.2
  • 10
    • 4344715023 scopus 로고    scopus 로고
    • Hydro-climatic trends of the Yellow River basin for the last 50 years
    • Fu G., Chen S., Liu C., Shepard D. Hydro-climatic trends of the Yellow River basin for the last 50 years. Climatic Change 2004, 65:149-178.
    • (2004) Climatic Change , vol.65 , pp. 149-178
    • Fu, G.1    Chen, S.2    Liu, C.3    Shepard, D.4
  • 11
    • 69249086883 scopus 로고    scopus 로고
    • Hydrological trend analysis in the Yellow River basin using a distributed hydrological model
    • Cong Z., Yang D., Gao B., Yang H., Hu H. Hydrological trend analysis in the Yellow River basin using a distributed hydrological model. Water Resour Res 2009, 45:W00A13. 10.1029/2008WR006852.
    • (2009) Water Resour Res , vol.45
    • Cong, Z.1    Yang, D.2    Gao, B.3    Yang, H.4    Hu, H.5
  • 12
    • 34047120248 scopus 로고    scopus 로고
    • Changes in stream flow regime in headwater catchments of the Yellow River Basin since the 1950s
    • Zheng H., Zhang L., Liu C., Shao Q., Fukushima Y. Changes in stream flow regime in headwater catchments of the Yellow River Basin since the 1950s. Hydrol Processes 2007, 21:886-893.
    • (2007) Hydrol Processes , vol.21 , pp. 886-893
    • Zheng, H.1    Zhang, L.2    Liu, C.3    Shao, Q.4    Fukushima, Y.5
  • 13
    • 0038404899 scopus 로고    scopus 로고
    • A step increase in streamflow in the conterminous United States
    • McCabe G., Wolock D. A step increase in streamflow in the conterminous United States. Geophys Res Lett 2002, 29(24):2185. 10.1029/GL015999.
    • (2002) Geophys Res Lett , vol.29 , Issue.24 , pp. 2185
    • McCabe, G.1    Wolock, D.2
  • 14
    • 1242265630 scopus 로고    scopus 로고
    • Trend test and change-point detection for the annual discharge series of the Yangtze river at the Yichang hydrological station
    • Xiong L., Guo S. Trend test and change-point detection for the annual discharge series of the Yangtze river at the Yichang hydrological station. Hydrol Sci J 2004, 49(1):99-114.
    • (2004) Hydrol Sci J , vol.49 , Issue.1 , pp. 99-114
    • Xiong, L.1    Guo, S.2
  • 15
    • 70249138531 scopus 로고    scopus 로고
    • On the stationarity of annual flood peaks in the continental United States during the 20th century
    • Villarini G., Serinaldi F., Smith J.A., Krajewski W.F. On the stationarity of annual flood peaks in the continental United States during the 20th century. Water Resour Res 2009, 45:W08417. 10.1029/2008WR007645.
    • (2009) Water Resour Res , vol.45
    • Villarini, G.1    Serinaldi, F.2    Smith, J.A.3    Krajewski, W.F.4
  • 16
    • 77958589943 scopus 로고    scopus 로고
    • Flood peak distributions for the eastern United States
    • Villarini G., Smith J.A. Flood peak distributions for the eastern United States. Water Resour Res 2010, 46:W06504. 10.1029/2009WR008395.
    • (2010) Water Resour Res , vol.46
    • Villarini, G.1    Smith, J.A.2
  • 17
    • 1242265668 scopus 로고    scopus 로고
    • Change detection in hydrological records: a review of the methodology
    • Kundzewicz Z.W., Robson A.J. Change detection in hydrological records: a review of the methodology. Hydrol Sci J 2004, 49(1):7-20.
    • (2004) Hydrol Sci J , vol.49 , Issue.1 , pp. 7-20
    • Kundzewicz, Z.W.1    Robson, A.J.2
  • 18
    • 0033556632 scopus 로고    scopus 로고
    • Streamflow trends in the United States
    • Lins H.F., Slack J.R. Streamflow trends in the United States. Geophys Res Lett 1999, 26(2):227-230.
    • (1999) Geophys Res Lett , vol.26 , Issue.2 , pp. 227-230
    • Lins, H.F.1    Slack, J.R.2
  • 19
    • 38549124759 scopus 로고
    • Seasonal and regional characteristics of US streamflow trends in the United States from to 1999
    • Lins H.F., Slack J.R. Seasonal and regional characteristics of US streamflow trends in the United States from to 1999. Phys Geogr 1940, 2005(26):489-501.
    • (1940) Phys Geogr , vol.2005 , Issue.26 , pp. 489-501
    • Lins, H.F.1    Slack, J.R.2
  • 22
    • 26444458914 scopus 로고    scopus 로고
    • Trend detection in river flow series: 2. Flood and low-flow index series
    • Svensson C., Kundzewicz Z.W., Maurer T. Trend detection in river flow series: 2. Flood and low-flow index series. Hydrol Sci J 2005, 50(5):811-824.
    • (2005) Hydrol Sci J , vol.50 , Issue.5 , pp. 811-824
    • Svensson, C.1    Kundzewicz, Z.W.2    Maurer, T.3
  • 23
    • 0011917794 scopus 로고    scopus 로고
    • Secular trends of precipitation amount, frequency, and intensity in the United States
    • Karl T.R., Knight R.W. Secular trends of precipitation amount, frequency, and intensity in the United States. Bull Am Meteorol Soc 1998, 79(2):231-241.
    • (1998) Bull Am Meteorol Soc , vol.79 , Issue.2 , pp. 231-241
    • Karl, T.R.1    Knight, R.W.2
  • 24
    • 61749084732 scopus 로고    scopus 로고
    • How spatially coherent and statistically robust are temporal changes in extreme precipitation in the contiguous USA?
    • Pryor S.C., Howe J.A., Kunkel K.E. How spatially coherent and statistically robust are temporal changes in extreme precipitation in the contiguous USA?. Int J Climatol 2009, 29:31-45.
    • (2009) Int J Climatol , vol.29 , pp. 31-45
    • Pryor, S.C.1    Howe, J.A.2    Kunkel, K.E.3
  • 25
    • 0028193350 scopus 로고
    • Hydro-climatological trends in the continental United States, 1948-1988
    • Lettenmaier D.P., Wood E.F., Walls J.R. Hydro-climatological trends in the continental United States, 1948-1988. J Climate 1994, 7:586-607.
    • (1994) J Climate , vol.7 , pp. 586-607
    • Lettenmaier, D.P.1    Wood, E.F.2    Walls, J.R.3
  • 26
    • 0001555267 scopus 로고    scopus 로고
    • Heavy precipitation and high streamflow in the contiguous United States: trends in the twentieth century
    • Groisman P.Y., Knight R.W., Karl T.R. Heavy precipitation and high streamflow in the contiguous United States: trends in the twentieth century. Bull Am Meteorol Soc 2001, 82(2):219-246.
    • (2001) Bull Am Meteorol Soc , vol.82 , Issue.2 , pp. 219-246
    • Groisman, P.Y.1    Knight, R.W.2    Karl, T.R.3
  • 27
    • 1642312199 scopus 로고    scopus 로고
    • Contemporary changes of the hydrological cycle over the contiguous United States: trends derived from in situ observations
    • Groisman P.Y., Knight R.W., Karl T.R., Easterling D.R., Sun B., Lawrimore J.H. Contemporary changes of the hydrological cycle over the contiguous United States: trends derived from in situ observations. J Hydrometeorol 2004, 5:64-85.
    • (2004) J Hydrometeorol , vol.5 , pp. 64-85
    • Groisman, P.Y.1    Knight, R.W.2    Karl, T.R.3    Easterling, D.R.4    Sun, B.5    Lawrimore, J.H.6
  • 28
    • 67849114435 scopus 로고    scopus 로고
    • Trends and abrupt changes if precipitation maxima in the Pearl River basin, China
    • Zhang Q., Xu C.Y., Becker S., Zhang Z., Chen Y., Coulibaly M. Trends and abrupt changes if precipitation maxima in the Pearl River basin, China. Atmos Sci Lett 2009, 10:132-144. 10.1002/asi.
    • (2009) Atmos Sci Lett , vol.10 , pp. 132-144
    • Zhang, Q.1    Xu, C.Y.2    Becker, S.3    Zhang, Z.4    Chen, Y.5    Coulibaly, M.6
  • 29
    • 0034487506 scopus 로고    scopus 로고
    • Detection of changes in the summer precipitation time series of the region Emilia-Romagna, Italy
    • Tomozeiu R., Busuioc A., Marletto V., Zinoni F., Cacciamani C. Detection of changes in the summer precipitation time series of the region Emilia-Romagna, Italy. Theor Appl Climatol 2000, 67:193-200.
    • (2000) Theor Appl Climatol , vol.67 , pp. 193-200
    • Tomozeiu, R.1    Busuioc, A.2    Marletto, V.3    Zinoni, F.4    Cacciamani, C.5
  • 30
    • 84980278992 scopus 로고
    • Nonparametric statistical analysis of annual peak flow data from a recently urbanized watershed
    • Lazaro T.R. Nonparametric statistical analysis of annual peak flow data from a recently urbanized watershed. Water Resour Bull 1976, 12(1):101-107.
    • (1976) Water Resour Bull , vol.12 , Issue.1 , pp. 101-107
    • Lazaro, T.R.1
  • 31
    • 0020336044 scopus 로고
    • Some methods for testing the homogeneity of rainfall records
    • Buishand T.A. Some methods for testing the homogeneity of rainfall records. J Hydrol 1982, 58:11-27.
    • (1982) J Hydrol , vol.58 , pp. 11-27
    • Buishand, T.A.1
  • 32
    • 0033242427 scopus 로고    scopus 로고
    • Detection of changes in precipitation and runoff over eastern Canada and US using a bayesian approach
    • Perreault L., Haché M., Slivitzky M., Bobée B. Detection of changes in precipitation and runoff over eastern Canada and US using a bayesian approach. Stoch Env Res Risk A 1999, 13:201-216.
    • (1999) Stoch Env Res Risk A , vol.13 , pp. 201-216
    • Perreault, L.1    Haché, M.2    Slivitzky, M.3    Bobée, B.4
  • 33
    • 23044532728 scopus 로고    scopus 로고
    • Power of the Mann-Whitney test for detecting a shift in median or mean of hydro-meteorological data
    • Yue S., Wang C.Y. Power of the Mann-Whitney test for detecting a shift in median or mean of hydro-meteorological data. Stoch Env Res Risk A 2002, 16:307-323.
    • (2002) Stoch Env Res Risk A , vol.16 , pp. 307-323
    • Yue, S.1    Wang, C.Y.2
  • 34
    • 0036504112 scopus 로고    scopus 로고
    • The influence of autocorrelation on the Mann-Whitney test for detecting a shift in median
    • Yue S., Wang C.Y. The influence of autocorrelation on the Mann-Whitney test for detecting a shift in median. Adv Water Resour 2002, 25:325-333.
    • (2002) Adv Water Resour , vol.25 , pp. 325-333
    • Yue, S.1    Wang, C.Y.2
  • 35
    • 0036499746 scopus 로고    scopus 로고
    • Power of the Mann-Kendall and spearman's rho tests for detecting monotonic trends in hydrological series
    • Yue S., Pilon P., Cavadias G. Power of the Mann-Kendall and spearman's rho tests for detecting monotonic trends in hydrological series. J Hydrol 2002, 259:254-271.
    • (2002) J Hydrol , vol.259 , pp. 254-271
    • Yue, S.1    Pilon, P.2    Cavadias, G.3
  • 37
    • 33646727348 scopus 로고    scopus 로고
    • Nonstationarity versus scaling in hydrology
    • Koutsoyiannis D. Nonstationarity versus scaling in hydrology. J Hydrol 2006, 324:239-254.
    • (2006) J Hydrol , vol.324 , pp. 239-254
    • Koutsoyiannis, D.1
  • 38
    • 0000570668 scopus 로고
    • Non-parametric tests against trend
    • Mann H. Non-parametric tests against trend. Econometrica 1945, 13:245-259.
    • (1945) Econometrica , vol.13 , pp. 245-259
    • Mann, H.1
  • 39
    • 84871667181 scopus 로고
    • Rank correlation methods
    • C. Griffin, London, M.G. Kendall (Ed.)
    • Rank correlation methods. 2nd ed. 1975, C. Griffin, London. M.G. Kendall (Ed.).
    • (1975) 2nd ed.
  • 40
    • 0001138326 scopus 로고
    • A non-parametric approach to the change point problem
    • Pettitt A.N. A non-parametric approach to the change point problem. Appl Stat 1979, 28(2):126-135.
    • (1979) Appl Stat , vol.28 , Issue.2 , pp. 126-135
    • Pettitt, A.N.1
  • 42
    • 0017006619 scopus 로고
    • Detection of trends in water quality data from records with dependent observations
    • Lettenmaier D.P. Detection of trends in water quality data from records with dependent observations. Water Resour Res 1976, 12(5):1037-1046.
    • (1976) Water Resour Res , vol.12 , Issue.5 , pp. 1037-1046
    • Lettenmaier, D.P.1
  • 43
    • 0037199174 scopus 로고    scopus 로고
    • The influence of autocorrelation on the ability to detect trend in hydrological series
    • Yue S., Pilon P., Phinney B., Cavadias G. The influence of autocorrelation on the ability to detect trend in hydrological series. Hydrol Processes 2002, 16:1807-1829.
    • (2002) Hydrol Processes , vol.16 , pp. 1807-1829
    • Yue, S.1    Pilon, P.2    Phinney, B.3    Cavadias, G.4
  • 44
    • 0036592319 scopus 로고    scopus 로고
    • Applicability of prewhitening to eliminate the influence of serial correlation on the Mann-Kendall test
    • Yue S., Wang C.Y. Applicability of prewhitening to eliminate the influence of serial correlation on the Mann-Kendall test. Water Resour Res 2002, 38(6):1068. 10.1029/2001WR000861.
    • (2002) Water Resour Res , vol.38 , Issue.6 , pp. 1068
    • Yue, S.1    Wang, C.Y.2
  • 45
    • 0032579286 scopus 로고    scopus 로고
    • A modified Mann-Kendall trend test for autocorrelated data
    • Hamed K.H., Rao A.R. A modified Mann-Kendall trend test for autocorrelated data. J Hydrol 1998, 204:182-196.
    • (1998) J Hydrol , vol.204 , pp. 182-196
    • Hamed, K.H.1    Rao, A.R.2
  • 46
    • 0034739744 scopus 로고    scopus 로고
    • Trends in floods and low flows in the United States: impact of spatial correlation
    • Douglas E.M., Vogel R.M., Kroll C.N. Trends in floods and low flows in the United States: impact of spatial correlation. J Hydrol 2000, 240:90-105.
    • (2000) J Hydrol , vol.240 , pp. 90-105
    • Douglas, E.M.1    Vogel, R.M.2    Kroll, C.N.3
  • 47
    • 84858227602 scopus 로고    scopus 로고
    • The distribution of Kendall's tau for testing the significance of cross-correlation in persistent data
    • Hamed The distribution of Kendall's tau for testing the significance of cross-correlation in persistent data. Hydrolog Sci J 2011, 56(5):841-853.
    • (2011) Hydrolog Sci J , vol.56 , Issue.5 , pp. 841-853
    • Hamed1
  • 48
    • 67650470456 scopus 로고    scopus 로고
    • Streamflow trends in Indiana: effects of long term persistence, precipitation and subsurface drains
    • Kumar S., Merwade V., Kam J., Thurner K. Streamflow trends in Indiana: effects of long term persistence, precipitation and subsurface drains. J Hydrol 2009, 374:171-183.
    • (2009) J Hydrol , vol.374 , pp. 171-183
    • Kumar, S.1    Merwade, V.2    Kam, J.3    Thurner, K.4
  • 49
    • 0003871863 scopus 로고    scopus 로고
    • United states historical climatology network (hcn) serial temperature and precipitation data
    • ornl/cdiac-30, ndp-019/r1. Tech. Rep. Carbon Dioxide Information Analysis Center, Oak Ridge National Laboratory, US Department of Energy, Oak Ridge, Tennessee; 1990.
    • Karl TR, Williams Jr. CN, Quinlan FT. United states historical climatology network (hcn) serial temperature and precipitation data. ornl/cdiac-30, ndp-019/r1. Tech. Rep. Carbon Dioxide Information Analysis Center, Oak Ridge National Laboratory, US Department of Energy, Oak Ridge, Tennessee; 1990.
    • Karl, T.R.1    Williams Jr., C.N.2    Quinlan, F.T.3
  • 50
    • 84871652605 scopus 로고    scopus 로고
    • Easterling DR, Karl TR, Mason E, Hughes PY, Bowman DP. United states historical climatology network (US hcn) monthly temperature and precipitation data. ornl/cdiac-87. Tech. Rep. Carbon Dioxide Information Analysis Center, Oak Ridge National Laboratory, US Department of Energy, Oak Ridge, Tennessee;
    • Easterling DR, Karl TR, Mason E, Hughes PY, Bowman DP. United states historical climatology network (US hcn) monthly temperature and precipitation data. ornl/cdiac-87. Tech. Rep. Carbon Dioxide Information Analysis Center, Oak Ridge National Laboratory, US Department of Energy, Oak Ridge, Tennessee; 1996.
    • (1996)
  • 51
    • 84871664636 scopus 로고    scopus 로고
    • Observed climate change and transportation. Paper presented at the Federal Research Partnership Workshop. Washington, DC: Brookings Institution;
    • Easterling DR. Observed climate change and transportation. Paper presented at the Federal Research Partnership Workshop. Washington, DC: Brookings Institution; 2002.
    • (2002)
    • Easterling, D.R.1
  • 52
    • 0028174475 scopus 로고
    • Variability and trends of precipitation and snowfall over the United States and Canada
    • Groisman P.Y., Easterling D.R. Variability and trends of precipitation and snowfall over the United States and Canada. J Climate 1994, 7:184-205.
    • (1994) J Climate , vol.7 , pp. 184-205
    • Groisman, P.Y.1    Easterling, D.R.2
  • 53
    • 33645830734 scopus 로고    scopus 로고
    • Trends in precipitation and streamflow in the eastern US: paradox or perception?
    • Small D., Islam S., Vogel R.M. Trends in precipitation and streamflow in the eastern US: paradox or perception?. Geophys Res Lett 2006, 33:L03403. 10.1029/2005GL024995.
    • (2006) Geophys Res Lett , vol.33
    • Small, D.1    Islam, S.2    Vogel, R.M.3
  • 54
    • 84871643233 scopus 로고    scopus 로고
    • editors. IPCC, 2007: climate change 2007: the physical science basis. Contribution of working group I to the fourth assessment report of the intergovernmental panel on climate change. Cambridge, United Kingdom and New York, NY, USA: Cambridge University Press;
    • Solomon S, Qin D, Manning M, Chen Z, Marquis M, Averyt KB, et al., editors. IPCC, 2007: climate change 2007: the physical science basis. Contribution of working group I to the fourth assessment report of the intergovernmental panel on climate change. Cambridge, United Kingdom and New York, NY, USA: Cambridge University Press; 2007.
    • (2007)
    • Solomon, S.1    Qin, D.2    Manning, M.3    Chen, Z.4    Marquis, M.5    Averyt, K.B.6


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