IN THIS PAGE WILL BE REGULARLY UPDATED (every 15th of the month) THE MAIN REFERENCES ON NON-STATIONARITY TOPIC
This page is managed by Ebru Eris (Istanbul Technical University)
I update February 15, 2010....thanks to Salaheddine El Adlouni
II update March 15, 2010
III update April 15, 2010....thanks to Salvatore Grimaldi, Hafzullah Aksoy, Kaan Koca
IV update May 15, 2010....thanks to Salvatore Grimaldi, Kaan Koca
V update June 15, 2010....thanks to Efrain Dominguez, Salvatore Grimaldi
VI update July 15,
2010....thanks to Salvatore Grimaldi
VII update August 15,
2010....thanks to Taha B.M.J. Quarda and Fateh Chebana
References with (*)star are the last update
Before 2003
Kottegoda, N. T. (1985) Assessment of non-stationarity in annual series through evolutionary spectra, Journal of Hydrology, 76(3-4), 381-402.
Kumar P. and Foufoula-Georgiou, E. (1992) Time-Scale Analysis of Non-Stationary Hydrologic Processes Via Orthogonal Wavelets, in Proceedings of the IX Int. Conf. in Computational Methods in Water Resources; Vol. 2: Mathematical Modeling in Water Resources, edited by T. F. Russell, R. E. Ewing, C. A. Brebbia, W. G. Gray, G. F. Pinder, Elsevier Applied Science, New York, 99-106.
Rao R. A. and Yu G.H. (1986) Detection of nonstationarity in hydrologic time series, Management Science, 32(9), 1206-1217.
Young P.C. (1999) Nonstationary time series analysis and forecasting, Progress in Environmental Science, 1, 3–48.
Strupczewski, W.G., Singh V.P. and Feluch W. (2001) Non-stationary approach to at-site flood frequency modelling, I. Maximum likelihood estimation, Journal of Hydrology, 248, 123-142.
Strupczewski, W.G. and Kaczmarek Z. (2001) Non-stationary approach to at-site flood frequency modelling, II. Weighted least squares estimation, Journal of Hydrology, 248, 143-151.
Strupczewski, W.G., Singh V.P. and Mitosek H.T. (2001) Non-stationary approach to at-site flood frequency modelling, III. Flood analysis of Polish rivers, Journal of Hydrology, 248, 152-167. (Second update 15/03/2010)
Black A. R. and Burns J. C. (2002) Re-assessing the flood risk in Scotland, The Science of the Total Environment, (294), 169–184.
Chen H-L. and. Ramachandra Rao A. (2002) Testing Hydrologic Time Series for Stationarity, Journal of Hydrologic Engineering, 7(2), 129–136.
Tanaka G., Fujita M., Kaido M., Kumagai S. (2002) Non-Stationary and Mutually Dependent Rainfall Input and Its Stochastic Response, Systems Analysis Modelling Simulation, 42(2), 309-326.
2003
Cunderlik J. M. and Burn D. H. (2003) Non-stationary pooled flood frequency analysis, Journal of Hydrology, 276, 210–223.
Rao A.R., Hamed K.H., Chen H.L. (2003) Nonstationarities in Hydrologic and Environmental Time Series, Kluwer Academic Publishers, Dordrecht, the Netherlands.
2004
2005
Coulibaly P. and Baldwin C. K. (2005) Nonstationary hydrological time series forecasting using nonlinear dynamic methods, Journal of Hydrology, 307,164–174.
2006
*Cunderlik, J.M., and Ouarda,
T.B.M.J. (2006) Regional flood-duration-frequency modeling in a changing
environment, Journal of Hydrology,
318: 276-291 (doi:10.1016/j.jhydrol.2005.06.020).
Khaliq M.N., Ouarda T.B.M.J., Ondo J.-C., Gachon P., Bobee B. (2006) Frequency analysis of a sequence of dependent and/or non-stationary hydro-meteorological observations: A review, Journal of Hydrology, 329, 534– 552.
Koutsoyiannis D. (2006) Nonstationarity versus scaling in hydrology, Journal of Hydrology, 324, 239–254.
Markiewicz I., , Strupczewski W.G., Kochanek K. and Singh V. P. (2006) Discussion on ‘‘Non-stationary pooled flood frequency analysis’’ by J.M. Cunderlik and D.H. Burn [J. Hydrol. 276 (2003) 210–223], Journal of Hydrology, 330, 382– 385.
Renard B., Lang M., Bois P. (2006) Statistical analysis of extreme events in a non-stationary context via a Bayesian framework: case study with peak-over-threshold data, Stoch Environ Res Risk Assess, 21, 97–112 (doi 10.1007/s00477-006-0047-4).
2007
Clarke R. T. (2007) Hydrological prediction in a non-stationary world, Hydrology and Earth System Sciences, 11(1), 408-414.
Cunderlik J. M., Jourdain V., Ouarda, T. BMJ and Bobée B (2007) Local non-stationary flood-duration-frequency modelling, Canadian Water Resources Journal, 32(1): 43-58.
El Adlouni S., Ouarda T. BMJ., Zhang X., Roy R. and Bobée B. (2007) Generalized maximum likelihood estimators of the non-stationary GEV model parameters, Water Resources Research, 43, W03410, (doi:10.1029/2005WR004545).
*Khaliq, M.N., Ouarda,
T.B.M.J., St-Hilaire, A., and Gachon, P. (2007) Bayesian change-point analysis
of heat spell occurrences in Montreal, Canada, International Journal of climatology, 27: 805-818 (doi:
10.1002/joc.1432).
Leclerc M. and Ouarda T.B.M.J. (2007) Non-stationary regional flood frequency analysis at ungauged sites, Journal of Hydrology, 343, 254– 265.
*Seidou, O., Asselin,
J.J., and Ouarda, T.B.M.J. (2007) Bayesian
multivariate linear regression with application to changepoint models in
hydrometeorological variables, Water Resources
Research, 43, W08401, 1-17 (doi:10.1029/2005WR004835).
*Seidou, O., and Ouarda,
T.B.M.J. (2007) Recursion-based
multiple changepoint detection in multivariate linear regression and
application to river streamflows, Water
Resources Research, 43, W07404, 1-18 (doi:10.1029/2006WR005021).
2008
*El Adlouni, S., T.B.M.J., Ouarda (2008) Comparaison
des méthodes d’estimation des paramètres du modèle GEV non stationnaire, Revue des Sciences de l’Eau. Revue des Sciences de l’Eau, ISSN :
1718-8598, 21(1): 35-50.
*Hundecha,
Y., St-Hilaire, A., Ouarda, T.B.M.J., El-Adlouni, S., and Gachon, P. (2008)
A non-stationary extreme value analysis for the assessment of changes in
extreme annual wind speed over the Gulf of St.Lawrence, Canada, Journal of Applied Meteorology and
Climatology, 47: 2745-2759 (doi:
10.1175/2008JAMC1665.1).
*Khaliq, M.N., Ouarda,
T.B.M.J., Gachon, P. and Sushama L. (2008) Temporal evolution of low-flow
regimes in Canadian rivers, Water
Resources Research, 44,
W08436 (doi:10.1029/2007WR006132).
Pinault J. L. and Dubus I. G. (2008) Stationary and non-stationary autoregressive processes with external inputs for predicting trends in water quality, Journal of Contaminant Hydrology, 100, 22–29.
Vicuna, S., Dracup, J. A., Dale, L. (2008) Conjunctive Use and Other Adaptation Strategies to the Impacts of Climate Change in California Water Resources, World Environmental and Water Resources Congress 2008-Ahupua’A, Honolulu, Hawaii (doi 10.1061/40976(316)65).
2009
Aissaoui-Fqayeh. I, El-Adlouni S., Ouarda, T.B.M.J., St-Hilaire A. (2009) Non-stationary
lognormal model development and comparison with the non-stationary GEV model, Hydrological Sciences Journal, 54(6),
1141-1156.
*Beaulieu, C., Seidou,
O., Ouarda, T.B.M.J., and Zhang, X. (2009) Intercomparison of homogenization techniques for
precipitation data continued: Comparison of two recent Bayesian change point
models, Water Resources Research, 45,
W08410 (doi:10.1029/2008WR007501).
Chung, F. U., Kadir, T. N., Galef, J. K. (2009) Water Resources Planning under Non-Stationary
Hydroclimate in a Snow Dominant Watershed, World
Environmental and Water Resources Congress 2009: Great Rivers (doi 10.1061/41036(342)525).
(Fifth update 15/06/2010)
El Adlouni S. and Ouarda T. B.M.J. (2009). Joint Bayesian Model Selection and Parameter estimation of the GEV model with covariates using Birth-Death MCMC. Water Resources Research. 45, W06403, (doi:10.1029/2007WR006427).
*Khaliq, M.N., Ouarda,
T.B.M.J., and Gachon, P. (2009) Identification of temporal trends in annual and
seasonal low flows occurring in Canadian rivers: The effect of short- and
long-term persistence, Journal of
Hydrology, 368: 183-197 (doi:10.1016/j.jhydrol.2009.02.045).
*Khaliq, M.N., Ouarda,
T.B.M.J., Gachon, P., Sushama, L., and St-Hilaire, A. (2009) Identification of
hydrological trends in the presence of serial and cross correlations: A review
of selected methods and their application to annual flow regimes of Canadian
rivers, Journal of Hydrology, 368:
117-130 (doi: 10.1016/j.jhydrol.2009.01.035).
Sugahara S., Rocha R. P., Silveira R. (2009) Non-stationary frequency analysis of extreme daily rainfall in Sao Paulo, Brazil, International Journal of Climatology, 29, 1339–1349.
Villarini G, Smith J.A., Serinaldi F, Bales J., Bates P.D., Krajewski W.F. (2009) Flood frequency analysis for nonstationary annual peak records in an urban drainage basin, Advances in Water Resources, 32(8), 1255-1266.
2010
Dominguez, E., Rivera, H. (2010) A Fokker–Planck–Kolmogorov equation approach for the monthly affluence forecast of Betania hydropower reservoir, Journal of Hydroinformatics, 12 (4), 486-501.
Gedikli A., Aksoy H., Unal N.E. (2010) AUG-Segmenter: A user-friendly tool for segmentation of long time series, Journal of Hydroinformatics, 12(3), 318-328.
Gedikli A., Aksoy H., Unal N.E., Kehagias A. (2010) Modified dynamic programming approach for offline segmentation of long hydrometeorological time series, Stochastic Environmental Research and Risk Assessment, 24(5), 547-557.
Kumar V., Jain, S.K., Singh Y. (2010) Analysis of long-term rainfall trends in India, Hydrological Sciences Journal, 55(4), 484-496.
*Lee, T.-S., and Ouarda,
T.B.M.J. (2010) Long-term prediction of precipitation and hydrologic extremes
with nonstationary oscillation processes, Journal
of Geophysical Research, 115, D13107 (doi:10.1029/2009JD012801).
Lima C.H.R. and Lall U. (2010) Spatial scaling in a changing climate: A hierarchical bayesian model for non-stationary multi-site annual maximum and monthly streamflow, Journal of Hydrology, 383, 307–318 (10.1016/j.jhydrol.2009.12.045).
Liu P., Guo S., Xiong L., Chen L. (2010) Flood season segmentation based on the probability change-point analysis technique, Hydrological Processes, 55(4), 540-554.
Liu Q., Yang Z., Cui B. and Sun T. (2010) The temporal trends of reference evapotranspiration and its sensitivity to key meteorological variables in the Yellow River Basin, China, Hydrological Processes, 24(15), 2171-2181.
Lopez-Moreno, J.I., Vincente-Serrano, S.M., Angulo-Martinez, M., Begueria, S. (2010) Trends in daily precipitation on the northeastern Iberian Peninsula, 1955-2006, International Journal of Climatology, 30(7), 1026-1041.
Vincent, C., Giebel, G., Pinson, P., Madsen, H. (2010) Resolving Nonstationary Spectral Information in Wind Speed Time Series Using the Hilbert–Huang Transform, Journal of Applied Meteorology and Climatology, 49, 253-267.
Yang Y. J. (2010) Redefine Water Infrastructure Adaptation to a Nonstationary Climate, Journal of Water Resources Planning and Management, 136(3), 297-407.
in press
Andreas E.L., Geiger C.A, Treviño G. and Claffey K.J (2010) Identifying Nonstationarity in Turbulence Series, Boundary-Layer Meteorology, in press (10.1007/s10546-007-9252-z).
Burn D.H., Sharif M., Zhang K. (2010) Detection of trends in hydrological extremes for Canadian watersheds, Hydrological Processes, in press (doi: 10.1002/hyp.7625).
Dierckx G. and Teugels, J.L. (2010) Change point analysis of extreme values, Environmetrics, in press (doi: 10.1002/env.1041).
Ferguson I. M., Duffy, P. B., Phillips, T. J., Liang, X., Dracup, J. A., Schubert, S., Pegion, P. (2010) Non stationarity of the signal and noise characteristics of seasonal precipitation anomalies, Climate Dynamics, in press (doi 10.1007/s00382-010-0850-y)
Jandhyala V.K., Fotopoulos S. B., You J. (2010) Change-point analysis of mean annual rainfall data from Tucuma´n, Argentina, Environmetrics, in press (doi: 10.1002/env.1038).
Kingston D.G., Hannah, D.M., Lawler, D.M., McGregor G.R. (2010) Regional classification, variability, and trends of northern North Atlantic river flow, Hydrological Processes, in press (doi: 10.1002/hyp.7655)
Verdon-Kidd D. C., Kiem A. S. (2010) Quantifying drought risk in a non-stationary climate, Journal of Hydrometeorology (doi: 10.1175/2010JHM1215.1).
Villarini, G., Smith, J.A., Napolitano, F. (2010) Nonstationary modeling of a long record of rainfall and temperature over Rome, Advances in Water Resources, in press (doi:10.1016/j.advwatres.2010.03.013). Villarini, G., Smith, J.A., Napolitano, F. (2010) Nonstationary modeling of a long record of rainfall and temperature over Rome, Advances in Water Resources, in press (doi:10.1016/j.advwatres.2010.03.013).
Werle, P. (2010) Time domain characterization of micrometeorological data based on a two sample variance, Agricultural and Forest Meteorology, in press ( doi:10.1016/j.agrformet.2009.12.007).
Zhang Q., Jiang T., Chen, Y.D., Chen X. (2010) Changing properties of hydrological extremes in south China: natural variations or human influences?, Hydrological Processes, in press (doi: 10.1002/hyp.7599).