메뉴 건너뛰기




Volumn 476, Issue , 2013, Pages 212-227

Review of trend detection methods and their application to detect temperature changes in India

Author keywords

Nonparametric approaches; Serial correlation; Temperature; Temperature homogeneous regions; Temporal changes; Trend detection

Indexed keywords

HOMOGENEOUS REGIONS; NONPARAMETRIC APPROACHES; SERIAL CORRELATION; TEMPORAL CHANGE; TREND DETECTION;

EID: 84870978676     PISSN: 00221694     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jhydrol.2012.10.034     Document Type: Article
Times cited : (397)

References (41)
  • 1
    • 34547260152 scopus 로고    scopus 로고
    • An Adaptive CUSUM-based Test for Signal Change Detection. IEEE
    • Alippi, C., Roveri, M., 2006. An Adaptive CUSUM-based Test for Signal Change Detection. IEEE, pp. 5752-5955.
    • (2006) , pp. 5752-5955
    • Alippi, C.1    Roveri, M.2
  • 2
    • 67649989310 scopus 로고    scopus 로고
    • Role of predictors in downscaling surface temperature to river basin in India for IPCC SRES scenarios using support vector machine
    • Wiley InterScience
    • Anandhi, A., Srinivas, V.V., Nagesh Kumar, D., Nanjundiah, R.S., 2009. Role of predictors in downscaling surface temperature to river basin in India for IPCC SRES scenarios using support vector machine. Int. J. Climatol., Wiley InterScience, vol. 29(4), pp. 583-603.
    • (2009) Int. J. Climatol , vol.29 , Issue.4 , pp. 583-603
    • Anandhi, A.1    Srinivas, V.V.2    Nagesh Kumar, D.3    Nanjundiah, R.S.4
  • 3
    • 67649921050 scopus 로고    scopus 로고
    • Analysis of historical changes in rainfall in the Indian Himalayas
    • Basistha A., Arya D.S., Goel N.K. Analysis of historical changes in rainfall in the Indian Himalayas. Int. J. Climatol. 2009, 29:555-572. 10.1002/joc.1706.
    • (2009) Int. J. Climatol. , vol.29 , pp. 555-572
    • Basistha, A.1    Arya, D.S.2    Goel, N.K.3
  • 4
    • 34547772211 scopus 로고    scopus 로고
    • To prewhiten and not to prewhiten in trend analysis?
    • Bayazit M., Önöz B. To prewhiten and not to prewhiten in trend analysis?. Hydrol. Sci. J. 2007, 52(4):611-624.
    • (2007) Hydrol. Sci. J. , vol.52 , Issue.4 , pp. 611-624
    • Bayazit, M.1    Önöz, B.2
  • 5
    • 0037005719 scopus 로고    scopus 로고
    • Detection of hydrologic trends and variability
    • Burn D.H., Hag Elnur M.A. Detection of hydrologic trends and variability. J. Hydrol. 2002, 255:107-122.
    • (2002) J. Hydrol. , vol.255 , pp. 107-122
    • Burn, D.H.1    Hag Elnur, M.A.2
  • 8
    • 62849115490 scopus 로고    scopus 로고
    • Enhancing the effectiveness of prewhitening in trend analysis of hydrologic data
    • Hamed K.H. Enhancing the effectiveness of prewhitening in trend analysis of hydrologic data. J. Hydrol. 2009, 368:143-155.
    • (2009) J. Hydrol. , vol.368 , pp. 143-155
    • Hamed, K.H.1
  • 9
    • 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, 204:219-246.
    • (1998) J. Hydrol. , vol.204 , pp. 219-246
    • Hamed, K.H.1    Rao, A.R.2
  • 10
    • 41749116136 scopus 로고    scopus 로고
    • Singular spectrum analysis: methodology and comparison
    • Hassani H. Singular spectrum analysis: methodology and comparison. J. Data Sci. 2007, 5(2):239-257.
    • (2007) J. Data Sci. , vol.5 , Issue.2 , pp. 239-257
    • Hassani, H.1
  • 12
    • 0021639934 scopus 로고
    • A nonparametric trend test for seasonal data with serial dependence
    • Hirsch R.M., Slack J.R. A nonparametric trend test for seasonal data with serial dependence. Water Resour. Res. 1984, 20(6):727-732.
    • (1984) Water Resour. Res. , vol.20 , Issue.6 , pp. 727-732
    • Hirsch, R.M.1    Slack, J.R.2
  • 13
    • 0020332008 scopus 로고
    • Techniques of trend analysis for monthly water quality data
    • Hirsch R.M., Slack J.R., Smith R.A. Techniques of trend analysis for monthly water quality data. Water Resour. Res. 1982, 18(1):107-121.
    • (1982) Water Resour. Res. , vol.18 , Issue.1 , pp. 107-121
    • Hirsch, R.M.1    Slack, J.R.2    Smith, R.A.3
  • 15
    • 63149190405 scopus 로고    scopus 로고
    • Identification of hydrologic trends in the presence of serial and cross correlations. A review of selected methods and their application to annual flow regimes of Canadian rivers
    • Khaliq M.N., Ouarda T.B.M.J., Gachon P., Sushama L., St.-Hilaire A. Identification of hydrologic trends in the presence of serial and cross correlations. A review of selected methods and their application to annual flow regimes of Canadian rivers. J. Hydrol. 2009, 368:117-130.
    • (2009) J. Hydrol. , vol.368 , pp. 117-130
    • Khaliq, M.N.1    Ouarda, T.B.M.J.2    Gachon, P.3    Sushama, L.4    St-Hilaire, A.5
  • 16
    • 76449084132 scopus 로고    scopus 로고
    • Recent trends in pre-monsoon daily temperature extremes over India
    • Kothawale D.R., Revadekar J.V., Rupa Kumar K. Recent trends in pre-monsoon daily temperature extremes over India. J. Earth Syst. Sci. 2010, 119:51-65.
    • (2010) J. Earth Syst. Sci. , vol.119 , pp. 51-65
    • Kothawale, D.R.1    Revadekar, J.V.2    Rupa Kumar, K.3
  • 17
    • 27744493089 scopus 로고    scopus 로고
    • On the recent changes in surface temperature trends over India
    • L18714, doi:
    • Kothawale, D.R., Rupa Kumar, K., 2005. On the recent changes in surface temperature trends over India. Geophys. Res. Lett., vol. 32 L18714, doi: doi:10.1029/2005GL023528.
    • (2005) Geophys. Res. Lett. , vol.32
    • Kothawale, D.R.1    Rupa Kumar, K.2
  • 18
    • 38549137439 scopus 로고    scopus 로고
    • Observational evidence of solar dimming: offsetting surface warming over India
    • Kumari P.B., Londhe A.L., Daniel S., Jadhav D.B. Observational evidence of solar dimming: offsetting surface warming over India. Geophys. Res. Lett. 2007, 34. 10.1029/2007GL031133.
    • (2007) Geophys. Res. Lett. , vol.34
    • Kumari, P.B.1    Londhe, A.L.2    Daniel, S.3    Jadhav, D.B.4
  • 19
    • 84870992218 scopus 로고    scopus 로고
    • Detecting Trend and Other Changes in Hydrological Data. Word Climate Program-Data and Monitoring
    • Geneva (WMO/TD-No. 1013).
    • Kundzewicz, Z.W., Robson, A.J., 2000. Detecting Trend and Other Changes in Hydrological Data. Word Climate Program-Data and Monitoring. World Meteorological Organization, Geneva (WMO/TD-No. 1013).
    • (2000) World Meteorological Organization
    • Kundzewicz, Z.W.1    Robson, A.J.2
  • 20
    • 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):7-19.
    • (2004) Hydrol. Sci. J. , vol.49 , Issue.1 , pp. 7-19
    • Kundzewicz, Z.W.1    Robson, A.J.2
  • 21
    • 0017006619 scopus 로고
    • Detection of trend in water quality data from record with dependent Observations
    • Lettenmaier D.P. Detection of trend in water quality data from record 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
  • 22
    • 0000570668 scopus 로고
    • Nonparametric tests against trend
    • Mann H.B. Nonparametric tests against trend. Econometrica 1945, 13:245-259.
    • (1945) Econometrica , vol.13 , pp. 245-259
    • Mann, H.B.1
  • 23
    • 65249172009 scopus 로고    scopus 로고
    • Rainfall trends analysis of Iran in the last half of the twentieth century
    • Modarres R., Sarhadi A. Rainfall trends analysis of Iran in the last half of the twentieth century. J. Geophys. Res. 2009, 114:D03101. 10.1029/2008JD010707.
    • (2009) J. Geophys. Res. , vol.114
    • Modarres, R.1    Sarhadi, A.2
  • 24
    • 80055106197 scopus 로고    scopus 로고
    • Bootstrap-based tests for trends in hydrological time series, with application to ice phenology data
    • Noguchi K., Gel Y.R., Duguay C.R. Bootstrap-based tests for trends in hydrological time series, with application to ice phenology data. J. Hydrol. 2011, 410:150-161.
    • (2011) J. Hydrol. , vol.410 , pp. 150-161
    • Noguchi, K.1    Gel, Y.R.2    Duguay, C.R.3
  • 25
    • 84867872638 scopus 로고    scopus 로고
    • Block bootstrap for Mann-Kendall trend test of serially dependent data
    • Önöz B., Bayazit M. Block bootstrap for Mann-Kendall trend test of serially dependent data. Hydrol. Process 2011, 10.1002/hyp. 8438.
    • (2011) Hydrol. Process
    • Önöz, B.1    Bayazit, M.2
  • 26
    • 84870981945 scopus 로고    scopus 로고
    • Climates of South Asia. John Wiley & Sons, Chichester, (ISBN 0-471-94948-5).
    • Pant, G.B., Rupa Kumar, K., 1997. Climates of South Asia. John Wiley & Sons, Chichester, 320p. (ISBN 0-471-94948-5).
    • (1997) , pp. 320
    • Pant, G.B.1    Rupa Kumar, K.2
  • 27
    • 6044264835 scopus 로고
    • Some Aspects of Large-Scale Fluctuations in the Summer Monsoon Rainfall over India During1871 to 1978
    • University of Poona, Pune
    • Parthasarathy, B., 1984. Some Aspects of Large-Scale Fluctuations in the Summer Monsoon Rainfall over India During1871 to 1978. PhD Thesis. University of Poona, Pune, p. 370.
    • (1984) PhD Thesis , pp. 370
    • Parthasarathy, B.1
  • 28
    • 4744358388 scopus 로고
    • A study of trends and periodicities in the seasonal and annual rainfall of India
    • Parthasarathy B., Dhar O.N. A study of trends and periodicities in the seasonal and annual rainfall of India. Indian J. Meteorol. Hydrol. Geophys. 1976, 27:23-28.
    • (1976) Indian J. Meteorol. Hydrol. Geophys. , vol.27 , pp. 23-28
    • Parthasarathy, B.1    Dhar, O.N.2
  • 29
    • 0000515518 scopus 로고
    • Some features of a long homogeneous series of Indian summer monsoon rainfall
    • Parthasarathy B., Mooley D.A. Some features of a long homogeneous series of Indian summer monsoon rainfall. Mort. Wea. Rev. 1978, 106:771-781.
    • (1978) Mort. Wea. Rev. , vol.106 , pp. 771-781
    • Parthasarathy, B.1    Mooley, D.A.2
  • 30
    • 0000693896 scopus 로고
    • Evidence of secular variations in Indian monsoon rainfallcirculation relationships
    • Parthasarathy B., Rupa Kumar K., Munot A.A. Evidence of secular variations in Indian monsoon rainfallcirculation relationships. J. Climate 1991, 4:927-938.
    • (1991) J. Climate , vol.4 , pp. 927-938
    • Parthasarathy, B.1    Rupa Kumar, K.2    Munot, A.A.3
  • 32
    • 84947348224 scopus 로고
    • Estimates of the regression coefficient based on Kendall's tau
    • Sen P.K. Estimates of the regression coefficient based on Kendall's tau. J. Am. Stat. Assoc. 1968, 63:1379-1389.
    • (1968) J. Am. Stat. Assoc. , vol.63 , pp. 1379-1389
    • Sen, P.K.1
  • 33
    • 85001839721 scopus 로고    scopus 로고
    • An innovative trend analysis methodology
    • Sen Z. An innovative trend analysis methodology. J. Hydrol. Eng 2012, 10.1061/(ASCE)HE.1943-5584.
    • (2012) J. Hydrol. Eng
    • Sen, Z.1
  • 34
    • 0002849312 scopus 로고
    • On the Statistical Analysis of Series of Observations
    • Note, Geneva, Switzerland
    • Sneyers, R., 1990. On the Statistical Analysis of Series of Observations. Tech. Note, Geneva, Switzerland, vol. 143, 192p.
    • (1990) Tech , vol.143 , pp. 192
    • Sneyers, R.1
  • 36
    • 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., Shenglian G. 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):99-112.
    • (2004) Hydrol. Sci. J. , vol.49 , Issue.1 , pp. 99-112
    • Xiong, L.1    Shenglian, G.2
  • 37
    • 1242310686 scopus 로고    scopus 로고
    • A comparison of the power of the t test, Mann-Kendall and bootstrap tests for trend detection
    • Yue S., Pilon P. A comparison of the power of the t test, Mann-Kendall and bootstrap tests for trend detection. Hydrol. Sci. J. 2004, 49(1):21-37.
    • (2004) Hydrol. Sci. J. , vol.49 , Issue.1 , pp. 21-37
    • Yue, S.1    Pilon, P.2
  • 38
    • 4644308286 scopus 로고    scopus 로고
    • The Mann-Kendall test modified by effective sample size to detect trend in serially correlated hydrological series
    • Yue S., Wang C.Y. The Mann-Kendall test modified by effective sample size to detect trend in serially correlated hydrological series. Water Res. Manage. 2004, 18:201-218.
    • (2004) Water Res. Manage. , vol.18 , pp. 201-218
    • Yue, S.1    Wang, C.Y.2
  • 39
    • 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
  • 40
    • 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. Process. 2002, 16:1807-1829.
    • (2002) Hydrol. Process. , vol.16 , pp. 1807-1829
    • Yue, S.1    Pilon, P.2    Phinney, B.3    Cavadias, G.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.