|References on Non-stationarity topic
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 (Ege University)
I update February 15, 2010....thanks to Salaheddine El Adlouni
II update March 15, 2010...thanks to Ebru Eris
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
VIII update September 15, 2010....thanks to Salvatore Grimaldi, Efrain Dominguez, Ida Bülow Gregersen
IX update October 15, 2010...thanks to Gabriele Villarini
X update November 17, 2010... thanks to Salvatore Grimaldi, Ida Bulow Gregersen
XI update December 15, 2010...thanks to Salvatore Grimaldi
XII update January 15, 2011...thanks to M.Naveed Khaliq, Salvatore Grimaldi
XIII update February 15, 2011...thanks to Ida Bulow Gregersen, Salvatore Grimaldi
XIV update March 15,2011...thanks to Salvatore Grimaldi
XV update April 15, 2011...thanks to Salvatore Grimaldi
XVI update May 16, 2011...thanks to Salvatore Grimaldi
XVII update June 15, 2011...thanks to Demetris Koutsoyiannis
XVIII update July 15, 2011...thanks to Ebru Eris
XIX update August 15, 2011...thanks to Ebru Eris
XX update September 19, 2011...thanks to Ebru Eris
XX1 update October 15, 2011...thanks to Yves Tramblay and Salvatore Grimaldi
XXII update November 15, 2011...thanks to Ebru Eris
XXIII update December 16, 2011...thanks to Salvatore Grimaldi
XXIV update January 16, 2012...thanks to Ebru Eris
XXV update February 15, 2012...thanks to Salvatore Grimaldi and Ebru Eris
XXVI update March 16, 2012...thanks to Salvatore Grimaldi
XXVII update April 17, 2012...thanks to Ebru Eris
XXVIII update May 15, 2012...thanks to Ebru Eris
XXIX update June 18, 2012...thanks to Simon Beecham and Yves Tramblay
XXX update July 16, 2012...thanks to Ebru Eris
XXXI update September 17, 2012...thanks to Ebru Eris
XXXII update November 21, 2012...thanks to Attilio Castellarin and Ebru Eris
XXXIII update December 17, 2012...thanks to Ebru Eris
XXXIV update January 15, 2013...thanks to Ebru Eris
XXXV update March 15, 2013...thanks to Christoph Mudersbach, Meysam Salarijazi, Ida Bulow Gregersen
XXXVI update May 15, 2013...thanks to Ebru Eris
XXXVII update June 15, 2013...thanks to Ebru Eris
XXXVIII update July 17, 2013...thanks to Seth Westra, Bouchra Nasri.
XXXIX update October 22, 2013...thanks to Ebru Eris
XXXX update February 15, 2014...thanks to Ebru Eris
References with (*)star are the last update.
Black A. R. and Burns J. C. (2002) Re-assessing the flood risk in Scotland, The Science of the Total Environment, (294), 169–184.
Burn, D.H. and Hag Elnur, M.A. (2002) Detection of hydrologic trends and variabiity, Journal of Hydrology, 255: 107-122.
Chen H-L. and. Ramachandra Rao A. (2002) Testing Hydrologic Time Series for Stationarity, Journal of Hydrologic Engineering, 7(2), 129–136.
De Michele, C., Montanari, A., and Rosso, R. (1998) The effects of non-stationarity on the evaluation of critical design storms, Water Science and Technology, 37(11):187-193.
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.
Molnar, P. and Ramirez, J.A. (2001) Recent trends in precipitation and streamflow in the Rio Puerco Basin, Journal of Climate, 14: 2317-2328.
Saghafian P., Julien P.Y., and Rajaie H. (2002) Runoff hydrograph simulation based on time variable isochrone technique, Journal of Hydrology, 261(1-4): 193-203.
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.
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.
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.
Archer, D.R. and Fowler, H.J. (2004) Spatial and temporal variations is precipitation in the Upper Indus Basin, global teleconnections and hydrological implications, Hydrology and Earth System Sciences, 8(1): 47-61.
Berezovskaya, S., Yang, D. and Kane, D.L. (2004) Compatibility analysis of precipitation and runoff trends over the large Siberian watersheds, Geopysical Research Letters, 31, L21502.
Ceballos, A., Martinez-Fernandez, J., Luengo-Ugidos, M.A. (2004) Analysis of rainfall trends and dry periods on a pluviometric gradient representative of Mediterranean climate in the Duero Basin, Spain, Journal of Arid Environments, 58(2): 215-223.
Kahya, E., Kalaycı, S. (2004) Trend analysis of streamflow in Turkey, Journal of Hydrology, 289(1-4): 128-144.
Coulibaly P. and Baldwin C. K. (2005) Nonstationary hydrological time series forecasting using nonlinear dynamic methods, Journal of Hydrology, 307,164–174.
Zhai, P., Zhang, X., Wan, H., Pan, X. (2005) Trends in total precipitation and frequency of daily precipitation extremes over China, Journal of Climate, 18(7): 1096-1108.
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).
Denault, C., Millar, R.G., and Lence, B.J. (2006) Assessment of possible impacts of climate change in an urban catchment, Journal of the American Water Resources Association, 42(3):685-697.
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.
Ni, C.-F. and Li, S.-G. (2006) Modeling groundwater velocity uncertainty in nonstationary composite porous media, Advances in Water Resources, 29(12): 1866-1875.
Partal, T. and Kahya, E. (2006) Trend analysis in Turkish precipitation data, Hydrological Processes, 20(9): 2011-2026.
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).
Topaloğlu, F. (2006) Regional trend detection of Turkish river flows, Nordic Hydrology, 37: 165-182.
Zhang, Q., Liu, C., Xu, C.-Y., Xu, Y. and Jiang, T. (2006) Observed trends of annual maximum water level and streamflow during past 130 years in the Yangtze River basin, China, Journal of Hydrology, 324(1-4): 255-265.
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.
Nogay N., Parey S., Dacunha-Castelle D. (2007) Non-stationary extreme mdels and a climatic application, Nonlinear Processes in Geophysics, 14(3): 305-316.
Parey S., Malek F., Laurent C., Dacunha-Castelle D. (2007) Trends and climate evolution: Statistical approach for very high temperatures in France, Climatic Change, 81(3-4): 331-352.
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).
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).
Wang, W., Chen, X., Shi, P. and van Gelder, P.H.A.J.M. (2008) Detecting changes in extreme precipitation and extreme streamflow in the Dongjiang River Basin in southern China, Hydrology Earth System Sciences, 12: 207-221.
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.
Aryal, S.K., Bates, B.C., Campbell, E.P., Palmer, M.J. and Viney, N.R. (2009) Characterizing and Modeling Temporal and Spatial trends in rainfall extremes, Journal of Hydrometeorology, 10: 241-253.
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).
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).
Endo, N., Matsumoto, J., Lwin, T. (2009) Trends in precipitation extremes over Southeast Asia, SOLA, 5: 168-171.
Hanel, M., Buishand, T.A., Ferro, C.A.T. (2009) A nonstationary index flood model for precipitation extremes in transient regional climate model simulations, Journal of Geophysical Research Atmospheres, 114, D15107.
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).
Petrow T., and Merz B. (2009) Trends in flood magnitude, frequency and seasonality in Germany in the period 1951-2002, Journal of Hydrology, 371(1-4): 129-141.
Strupczewski, W.G., Kochanek, K., Feluch, W., Bogdanowicz, E., Singh, V.P. (2009) On seasonal approach to nonstationary flood frequency analysis, Physics and Chemistry of the Earth, Parts A-B-C, 34(10-12): 612-618.
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., Serinaldi, F., Smith, J.A., and Krajewski, W. F. (2009) On the stationarity of annual flood peaks in the Continental United States during the 20th Century, Water Resources Research, 45, W08417 (doi:10.1029/2008WR007645)
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.
Andreas E.L., Geiger C.A, Treviño G. and Claffey K.J (2010) Identifying Nonstationarity in Turbulence Series, Boundary-Layer Meteorology, 127 (1): 37-56 (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, 24 (13): 1781-1790 (doi: 10.1002/hyp.7625).
Cannon, A.J. (2010) A flexible nonlinear modelling framework for nonstationary generalized extreme value analysis in hydroclimatology, Hydrological Processes, 24: 673-685.
Cantet, P., Bacro, J-N., Arnaud, P. (2010) Using a rainfall stochastic generator to detect trends in extreme rainfall, Stochastic Enviromental Research and Risk Assessment, 25 (3): 429-441.
Chang, C.-M. and Yeh, H.-D. (2010) Nonstationarity stochastic analysis of flow in a heterogeneous unconfined aquifer subject to spatially-random periodic recharge, Journal of Hydrology, 395(3-4): 163-168.
Chowdhury, R. and Beecham, S. (2010) Australian Rainfall Trends and their Relations to the Southern Oscillation Index, Hydrological Processes, 24(4):504-514.
Cong, Z., Zhao, J., Yang, D., Ni, G. (2010) Understanding the hydrological trends of river basins in China, Journal of Hydrology, 388(3-4): 350-356.
Dierckx, G., Teugels, J.L. (2010) Change point analysis of extreme values, Environmetrics, 21(7-8): 661-686 (doi: 10.1002/env.1041).
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.
Dominguez, E., Angarita, H., Rivera, H. (2010) The feasibility of daily, weekly and ten-day water-level forcasting in Colombia, Ingenieria e Investigacion, 30 (2): 178-187.
Gautam, M.R., Acharya, K., Tuladhar, M.K. (2010) Upward trend of stremaflow and precipitation in a small, non-snow-fed, mountanious watershed in Nepal, Journal of Hydrology, 387(3-4):304-311.
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.
Jandhyala, V.K., Fotopoulas, S.B., You, J. (2010) Change-point analysis of mean annual rainfall data from Tucuma'n, Argentina, Environmetrics, 21(7-8): 687-697 (doi: 10.1002/env.1038).
Khaliq, M.N., Gachon, P. (2010) Pacific Decadal Oscillation climate variability and temporal pattern of winter flows in north-western North America, Journal of Hydrometeorology, 11: 917-933.
Kumar, V., Jain, S.K. (2010) Trends in seasonal and annual rainfall and rainy days in Kashmir Valley in the last century, Quaternary International, 212(1): 64-69.
Kumar V., Jain, S.K., Singh Y. (2010) Analysis of long-term rainfall trends in India, Hydrological Sciences Journal, 55(4), 484-496.
Kysely J., Picek J., Beranova R. (2010) Estimating extremes in climate change simulations using peaks-over-threshold method with a non-stationary threshold, Global and Planetary Change, 71 (1-2): 55-68.
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.
Mailhot, A. and Duchesne, S. (2010) Design Criteria of Urban Drainage Infrastructures under Climate Change, Journal of Water Resources Planning and Management, 136(2):201-208.
Mudersbach, C. and Jensen, j.. (2010) Non-stationary extreme value analysis of annual maximum water levels for designing coastal structures on the German North Sea coastline, Journal of Flood Risk Managemet, 3(1): 52-62.
Parey S., Hoang T.T.H., Dacunha-Castelle D. (2010) Different ways to compute temperature return levels in the climate change context, Environmetrics, 21 (7-8): 698-718.
Qin, N., Chen, X., Fu, G., Zhai, J. and Xue, X. (2010) Precipitation and temperature trends for the Southwest China: 1960-2007, Hydrological Processes, 24(25): 3733-3744.
Smith, J.A., Baeck, M.L., Villarini, G., and Krajewski, W.F. (2010) The hydrology and hydrometeorology of flooding in the Delaware River Basin, Journal of Hydrometeorology, 11(4): 841-859.
Sushama, L., Khaliq, M.N., Laprise, R., (2010) Dry spells over Canada in a changing climate as simulated by the Canadian RCM, Global and Planetary Change, 74(1): 1-14.
Tesemma, Z.K., Mohamed, Y.A., Steenhuis, T.S. (2010) Trends in rainfall and runoff in the Blue Nile basin: 1964-2003. Hydrological Processes, 24(25) 3747-3758.
Verdon-Kidd D. C., Kiem A. S. (2010) Quantifying drought risk in a non-stationary climate, Journal of Hydrometeorology, 11(4): 1019-1031 (doi: 10.1175/2010JHM1215.1).
Villarini, G., and Smith, J.A. (2010) Flood peak distributions for the Eastern United States, Water Resources Research, 46, W06504 (do,: 10.1029/2009WR008395)
Villarini, G., Smith, J.A., Napolitano, F. (2010) Nonstationary modeling of a long record of rainfall and temperature over Rome, Advances in Water Resources, 33 (10): 1256-1267 (doi: 10.1016/j.advwatres.2010.03.013)
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.
Werle, P. (2010) Time domain characterization of micrometeorological data based on a two sample variance, Agricultural and Forest Meteorology, 150(6): 832-840 (doi:10.1016/j.agrformet.2009.12.007).
Xu, K.,Milliman, J.D. and Xu, H. (2010) Temporal trends of precipitation and runoff in major Chinese Rivers since 1951, Global and Palnetary Change, 73(3-4): 219-232.
Yang Y. J. (2010) Redefine Water Infrastructure Adaptation to a Nonstationary Climate, Journal of Water Resources Planning and Management, 136(3), 297-407.
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, 24(11): 1421-1432 (doi: 10.1002/hyp.7599).
Abaurrea J., Asin J., Cebrian A.C., Garcia-Vera M.A. (2011) Trend analysis of water quality series based on regression models with correlated errors, Journalof Hydrology, 400 (3-4): 341-352.
Barbosa, S. M. (2011) Testing for deterministic trends in global sea surface temperature, Journal of Climate, 24 (10), 2516-2522.
Begueria, S., Angulo-Martinez, M., Vicento-Serrano, S.M., Lopez-Moreno, J.I., El-Kenawy, A. (2011) Assessing trends in extreme precipitation events intensity and magnitude using non-stationary peaks-over-thresholds analysis: a case study in northeast Spain from 1930 to 2006, International Journal of Climatology, 31 (14): 2102-2114.
Bonnin G.M., Maitaria, K., Yekta, M. (2011) Trends in rainfall exceedances in the observed record in selected areas of the United States, JAWRA Journal of the American Water Resources Association, 47(6): 1173-1182.
Burn, D.H., Mansour, R., Zhang, K., Whitfield, P.H. (2011)Trends and variability in extreme rainfall events in British Columbia, Canadian Water Resources Journal, 36 (1), pp. 67-82.
Caloiero T., Coscarelli R., Ferrari E., Mancini M., Trend detection of annual and seasonal rainfall in Calabria (Southern Italy), International Journal of Climatology, 31 (1): 44-56.
Chelani, A.B., 2011. Change detection using CUSUM and modified CUSUM method in air pollutant concentrations at traffic site in Delhi, Stochastic Environmental Research and Risk Assessment, 25 (6): 827-834.
Ferguson I. M., Duffy, P. B., Phillips, T. J., Liang, X., Dracup, J. A., Schubert, S., Pegion, P. (2011) Non stationarity of the signal and noise characteristics of seasonal precipitation anomalies, Climate Dynamics, 36(3-4): 739-752 (doi 10.1007/s00382-010-0850-y).
Gautam, M.R. and Acharya, K. (2011) Streamflow trends in Nepal. Hydrological Sciences Journal, 57(2): 344–357.
Grimaldi, S, Kao S-C, Castellarin A., Papalexiou S-M, Viglone A., Laio F., Aksoy H.,Gedikli A. (2011) Statistical Hydrology: In Peter Widerer (ed.) Treatise on Water Science, vol2 , 419-517, Oxford: Academic Press.
Haucke, J. and Clancy, K.A. (2011) Stationarity of streamflow records and their influence on bankfull regional Curves, JAWRA Journal of the American Water Resources Association, 47(6):1338-1347.
Heaton, M.J., Katzfuss, M., Ramachandar, S., Pedings, K., Gilleland, E., Mannshardt-Shamseldin, E. and Smith, R.L. (2011) Spatio-temporal models for large-scale indicators of extreme weather, Envirometrics, 22: 294-303.
Hirsch, R. M., 2011. A Perspective on Nonstationarity and Water Management. Journal of the American Water Resources Association (JAWRA) 47(3):436-446. DOI: 10.1111/j.1752-1688.2011.00539.x
Johnson, H.M., Domagalski, J.L., Slaeh, D.K. (2011) Trends in pesticide concentrations in streams of in western United States, 1993-2005, Journal of the American Water Resources Association, 47(2): 265-286.
Joshi, M.K., Pandey, A.C. (2011) Trend and spectral analysis of rainfall over India during 1901-2000, Journal of Geophysical Research D: Atmospheres, 116 (6), art. no. D06104.
Kamruzzaman, M., Beecham, S., Metcalfe, A. V. 2011. Non-stationarity in rainfall and temperature in the Murray Darling Basin, Hydrological Processes, 25 (10): 1659-1675 (doi: 10.1002/hyp.7928).
Kingston D.G., Hannah, D.M., Lawler, D.M., McGregor G.R. (2011) Regional classification, variability, and trends of northern North Atlantic river flow, Hydrological Processes, 25(7): 1021-1033 (doi: 10.1002/hyp.7655).
Kottegoda, N.T., Natale, L., Raiteri, E. (2011) Simulation of climatic series with nonstationary trends and periodicities, Journal of Hydrology, 398(1-2): 33-43.
Koutsoyiannis, D., 2011. Hurst-Kolmogorov dynamics and uncertainty, Journal of the American Water Resources Association (JAWRA), 47 (3): 481–495, doi:10.1111/j.1752-1688.2011.00543.x.
Kundzewicz, Z.W. 2011. Nonstationarity in Water Resources – Central European Perspective. Journal of the American Water Resources Association (JAWRA) 47(3): 550-562.
Lee, T., Ouarda, T.B.M.J. (2011) Prediction of climate nonstationary oscillation processes with empirical mode decomposition, Journal Of Geophysical Research, 116, D06107, doi:10.1029/2010JD015142.
Lins, H. F. and Cohn, T. A. 2011. Stationarity: Wanted Dead or Alive? Journal of the American Water Resources Association (JAWRA) 47(3):475-480. DOI: 10.1111/j.1752-1688.2011.00542.x.
Mamtimin, B., Et-Tantawi, A.M.M., Schaefer, D., Meixner, F.X., Domroes, M. (2011) Recent trends of temperature change under hot and cold desert climates: Comparing the Sahara (Libya) and Central Asia (Xinjiang, China), Journal of Arid Environments, 75(11): 1105-1113.
Napolitano, G., Serinaldi, F. and See, L. 2011. Impact of EMD decomposition and random initialisation of weights in ANN hindcasting of daily stream flow series: An empirical examination, Journal of Hydrology, 406 (3-4): 199-214.
Ni, C.F., Lin, C.P., Li, S.G.,and Liu, C.J. (2011) Efficient approximate spectral method to delinate stochastic well capture zones in nonstationary groundwater flow systems, Journal of Hydrology, 407(1-4): 184-195.
Noguchi, K., Gel, Y.R., Duguay, C.R. (2011) Bootstrap-Based Tests for Trends in Hydrological Time Series, with Application to Ice Phenology Data, Journal of Hydrology, 410(3-4): 150-161 (doi: 10.1016/j.jhydrol.2011.09.008).
Pal, I., Al-Tabbaa, A. (2011) Assessing seasonal precipitation trends in India using parametric and non-parametric statistical techniques. Theoretical and Applied Climatology, 103( 1-2): 1-11.
Paynter, S., Nachabe, M. (2011) Use of generalized extreme value covariates to improve estimation of trends and return frequencies for lake levels, Journal of Hydroinformatics, 13(1): 13-24.
Peng, S., Chen, A., Xu, L., Cao, C., Fang, J., Myneni, R.B., Pinzon, J.E., Tucker, C.J., Piao, S. (2011) Recent change of vegetation growth trend in China, Environmental Research Letters, 6(4): 1-13.
Oguntunde, P.G., Abiodun, B.J., Lischeid, G. (2011) Rainfall Trends in Nigeria, 1901-2000, Journal of Hydrology, 411(3-4): 207-218 (doi: 10.1016/j.jhydrol.2011.09.037).
Ouarda, T.B.M.J. and El-Adlouni, S. (2011) Bayesian Nonstationary Frequency Analysis of Hydrological Variables. Journal of the American Water Resources Association (JAWRA), 47(3):496-505. DOI: 10.1111/j.1752-1688.2011.00544.x.
Shao, Q., Li, M. (2011) A new trend analysis for seasonal time series with consideration of data dependence, Journal of Hydrology, 396(1-2): 104-112.
Sousa, P. M., Trigo, R. M., Aizpurua, P., Nieto, R., Gimeno, L., Garcia-Herrera, R., 2011. Trends and extremes of drought indices throughout the 20th century in the Mediterranean, Natural Hazards Earth System Sciences, 11: 33-51.
Tabari, H., Talaee, P.H. (2011) Temporal variability of precipitation over Iran: 1966-2005, Journal of Hydrology, 396(3-4): 313-320.
Tabari, H., Talaee, P.H. (2011) Analysis of trends in temperature data in arid and semi-arid regions of Iran, Global and Planetary Change, 79(1-2): 1-10 (doi: 10.1016/j.gloplacha.2011.07.008).
Tao H., Gemmer H., Bai Y., Su B., Mao W. (2011) Trends of streamflow in the Tarim River Basin during the past 50 years: Human impact or climate, Journal of Hydrology, 400 (1-2): 1-9.
Tramblay, Y., Neppel, L., Carreau, J. (2011) Climatic covariates for the frequency analysis of heavy rainfall events in the Mediterranean
region, Natural Hazards and Earth System Sciences, 11: 2463-2468.
Villarini, G., Smith, J.A., Baeck, M.L. and Krajewski, W.F. (2010) Examining flood frequency distributions in the Midwest U.S., Journal of the American Water Resources Association, 47 (3): 447-463.
Vogel, R. M., Yaindl, C. and Walter, M. 2011. Nonstationarity: Flood Magnification and Recurrence Reduction Factors in the United States. Journal of the American Water Resources Association (JAWRA) 47(3):464-474. DOI: 10.1111/j.1752-1688.2011.00541.x.
Westra, S. and Sisson S.A. (2011) Detection of non-stationarity in precipitation extremes using a max-stable process model, Journal of Hydrology, 406 (1-2): 119-128.
Wu, G., Chen, S., Su, R., Jia, M. and Li, W. (2011) Temporal trend in surface water resources in Tianjin in the Haihe River Basin, China. Hydrological Processes, 25 (13): 2141-2151. doi: 10.1002/hyp.7970.
Wu, T., Wang, Q., Zhao, L., Batkhishig, O., Watanabe, M. (2011) Observed trends in surface freezing/thawing index over the period 1987–2005 in Mongolia, Cold Regions Science and Technology, 69(1): Pages 105-111 (doi: 10.1016/j.coldregions.2011.07.003).
Yang, Z., Liu, Q. and Cui, B. (2011) Spatial distribution and temporal variation of reference evapotranspiration during 1961-2006 in the Yellow River Baisn, China, Hydrological Sciences Journal, 56(6): 1015-1026.
Zhang, B., Wu, Y., Zhu, L., Wang, J., Li, J., C., D. (2011) Estimation and trend of water storage at Nam Co Lake central Tibetan Plateau, Journal of Hydrology, 405(1-2):161-170.
Acero, F.J., Gallego, M.C., Garcia, J.A. (2012) Multi-day rainfall trends over Iberian Peninsula, Theoretical and Applied Climatology, 108(3-4): 411-423 .
Beecham, S. and Chowdhury, R. (2012) Effects of Changing Rainfall Patterns on WSUD in Autralia, Journal of Water Management, Institution of Civil Engineers UK, 165(5): 285-298.
Castellarin, A., A. Pistocchi (2012), An analysis of change in Alpine annual maximum discharges: implications for the selection of design discharges, Hydrol. Process. 26:1517-1526.
Chang, C.-M. and Yeh, H.-D (2012) Investigation of solute transport in nonstationary unsaturated flow fields, Hydology Earth System Sciences Discussions, 9(7): 8885-8903.
Chu, H.-J., Pan, T.-Y., Liou, J.-J. (2012) Change-point detection of long-duration extreme precipitation and the effect on hydrologic design: a case study of south Taiwan, Stochastic Enviromental Research and Risk Assessment, 26(8): 1123-1130.
Croitoru, A.-E., Drignei, D., Holobaca, I.-H., Dragota, C.S. (2012) Change-point analysis for serially correlated summit temperatures in the Romanian Carpathians, Theoretical and Applied Climatology, 108 (1-2): 9-18.
Cuba, M.A., Leuangthong, O. and Ortiz, J.M. (2012) Detecting and quatifying of non-stationarity via experimental semivariogram modeling, Stochastic Enviromental Research and Risk Assessment, 26(2): 247-260.
Dahlke, H.E., Lyon, S.W., Stedinger, J.R., Rosqvist, G. and Jansson, P. (2012) Contrasting trends in hydrologic extremes for two sub-arctic catchments in northern Sweden- does glacier melt matter?, Hydrology Earth Sytem Sciences, 9: 1041-1084.
Del Rio, S., Cano-Ortiz, A., Herrero, L., and Penas, A. (2012) Recent trends in mean, maximum and minimum air temperatures over Spain (1961-2006), Theoretical and Applied Climatology, 109 (3-4):605-626.
Dibike, Y., Prowse, T., Shrestha, R., and Ahmed, R. (2012) Observed trends and future projections of precipitation and air temperature in the Lake Winnipeg watershed, Journal of Great Lakes Research, 38(3): 72-82.
Donner, R.V., Ehrcke, R., Barbosa, S.M., Wagner, J., Donges, J.F. and Kurths, J. (2012) Spatial patterns of linear and nonparametric long-term trends in Baltic sea-level variability, Nonlinear Processes in Geophysics, 19: 95-111.
Fleming, S.W. and Weber, F.A. (2012) Detection of long-term change in hydroloelectric reservoir inflows: Bridging theory and practise, Journal of Hydrology, 470-471: 36-54.
Gil-Alana L.A. (2012) Long memory, seasonality and time trends in the average monthly temperatures in Alaska, Theoretical and Applied Climatology, 108 (3-4): 385-396.
Gilroy, K.L. and McCuen, R.H. (2012) A Nonstationary flood frequency analysis method to adjust for future climate change and urbanization, Journal of Hydrology, 414-415 (11): 40-48.
Giraldo Osorio J.D. and García Galiano S.G. (2012) Non-stationary analysis of dry spells in monsoon season of Senegal River Basin using data from Regional Climate Models (RCMs), Journal of Hydrology, 450-451: 82-92.
Gu, Y., Lin, J., Wang, X.-L., Zhang, X.-J. (2012) Trend of annual runoff for major rivers in China under Climate Change, Procedia Engineering, 28: 564-568.
Hanel, M. and Buishand, T.A. (2012) Multi-model analysis of RCM simulated 1-day to 30-day seasonal precipitation extremes in the Czech Republic, Journal of Hydrology, 412-413 (4): 141-150. (doi:10.1016/j.jhydrol.2011.02.007)
Hu, Y., Maskey, S., Uhlenbrook, S. (2012) Trends in temperature and rainfall extremes in the Yellow River source region, China Climatic Change, 110(1-2): 403-429.
Huang, G., Kadir, T. and Chung, F. (2012) Hydrological response to climate warming: The Upper Feather River Watershed, Journal of Hydrology, 426-427: 138-150.
Istanbulluoglu, E., Wang T., Wright, O. M. and Lenters, J.D. (2012) Interpretation of hydrologic trends from a water balance perpective: The role of groundwater storage in the Budyko hypothesis, Water Reseources Research, 48, W00H16, 22pp.
Kalimeris, A., Founda, D., Giannakopoulas, C., Pierros, F. (2012) Long-term precipitation variability in Ionian Islands, Greece (Central Mediterranean): climatic signal analysis and future projections, Theoretical and Applied Climatology, 109(1-2): 51-72.
Laseter, S.H., Ford, C.R., Vose, J.M. and Swift Jr., L.W. (2012) Long-term temperature and precipitation trends at the Coweeta Hydrologic Laboratory, Otto, North Carolina, USA, Hydrology Research, 43(6): 890-901.
Lee, T. and Ouarda, T.B.M.J. (2012) Stochastic simulation of nonstationary oscillation hydroclimatic processes using empirical mode decomposition, Water Resources Research, 48(2), W02514.
Li, C. Z., Zhang, L., Wang, H., Zhang, Y. Q., Yu, F. L. and Yan, D. H. (2012) The transferability of hydrological models under nonstationary climatic conditions, Hydrology and Earth System Sciences, 16: 1239-1254.
Limjirakan, S. and Limsakul, A. (2012) Trends in Thailand pan evaporation from 1970 to 2007, Atmospheric Research,108: 122-127.
Ling, H., Xu, H., Fu, J., Zhang, Q. and Xu, X. (2012) Analysis of temporal-spatial variation characteristics of extreme air temperature in Xinjiang China, Quaternary International, 282: 14-26.
Liu, D., Gua, S., Chen, X. and Shao, Q. (2012) Analysis of trends of annual and seasonal precipitation from 1956 to 2000 in Guangdong Province, China, Hydrological Sciences Journal, 57 (2): 358-369.
Marofi, S., Soleymani, S., Salarijazi, M. and Marofi, H. (2012) Watershed-wide trend analysis of temperature characteristics in Karun-Dez watershed, southwestern Iran, Theoretical and Applied Climatology, 110: 311-320.
Rivest, M. and Marcotte, D. (2012) Kriging groundwater solute concentrations using flow coordinates and nonstationary covariance functions, Journal of Hydrology, 472-473: 238-253.
Russell, A., Hughes, M. (2012) Is the changing precipitation regime of Manchester, United Kingdom, driven by the development of urban areas? International Journal of Climatology, 32(6): 967-974.
Saboohi, R., Soltani, S. and Khodagholi, M. (2012) Trends analysis of temperature parameters in Iran, Theoretical and Applied Climatology, 109(3-4): 529-547.
Sen, Z. (2012) An innovative trend analysis methodology, Journal of Hydrologic Engineering, 17(9): 1042-1046.
Seo, L., Kim, T.-W., Choi, M. and Kwon, H.-H. (2012) Constructing rainfall depth-frequency curves considering a linear trend in rainfall observations, Stochastic Environmental Research and Risk Assessment, 26(3): 419-427.
Steinschneider, S. and Brown C. (2012) Dynamic reservoir management with real-option risk hedging as a robust adaptation to nonstationary climate, Water Resources Research, 48, W05524, 16pp.
Tian, Y., Xu, Y.-P., Booij, M.J., Lin., S., Zhang, Q., Lou, Z. (2012) Detection of trends in precipitation extremes in Zhejiang, east China, Theoretical and Applied Climatology, 107(1-2): 201-210.
Tramblay, Y., Neppel, L., Carreau, J., Sanchez-Gomez, E. (2012) Extreme value modeling of daily areal rainfall over Mediterranean catchments in a changing climate, Hydrological Processes, 26(25): 3934-3944 (doi: 10.1002/hyp.8417).
Tramblay, Y., Badi, W., Driouech, F., El Adlouni,S., Neppel, L., Servat, E. (2012) Climate change impacts on extreme precipitation in Morocco, Global and Planetary Change, 82-83:104-114.
Wagesho N., Goel N.K., Jain M.K. (2012) Investigation of non-stationarity in hydro-climatic variables at Rift Valley lakes basin of Ethiopia, Journal of Hydrology, 444-445: 113-133.
Wang, S. and Zhang, X. (2012) Long-term trend analysis for temperature in the Jinsha River Basin in China, Theoretical and Applied Climatology, 109(3-4): 591-603.
Zhang, Q., Singh, V.P., Peng, J., Chen, Y.D. and Li, J. (2012) Spatial-temporal changes of precipitation structure across the Pearl River basin, China, Journal of Hydrology, 440-441: 113-122.
Bassiouni, M. and Oki, D.S. (2013) Trends and shifts in streamflow in Hawaii, 1913-2008, Hydrological Processes, 27: 1484-500 (doi:10.1002/hyp.9298).
Chebana, F., Ouarda, T.B.M.J., and Duong, T.C. (2013) Testing for multivariate trends in hydrologic frequency analysis, Journal of Hydrology, 486:519-530.
Ishak, E.H., Rahman, A., Westra, S., Sharma, A., and Kuczera, G. (2013) Evaluating the non-stationarity of Australian annual maximum flood, Journal of Hydrology, 494: 134-145.
Kamruzzaman, M., Beecham, S. and Metcalfe, A.V. (2013) Climatic Influences on Rainfall and Runoff Variability in the South-East Region of the Murray Darling Basin, International Journal of Climatology, 33(2): 291-311 (doi:10.1002/joc.3422).
Karthikeyan, L. and Nagesh Kumar, D. (2013) Predictability of nonstationary time series using wavelet and EMD based ARMA models, Journal of Hydrology, 502: 103-119.
Mengitsu, S.G., Creed, I.F., Kulperger, R.J. and Quick, C.G. (2013) Russian nesting dolls effect-Using wavelet analysis to reveal non-stationary ans nested stationary signals in water yield from catchments on a northern forested landscape, Hydrological Processes, 27(5):669-686 .
Nasri, B., El-Adlouni, S., and Ouarda, T.B.M.J. (2013) Bayesian estimation for GEV-B-Spline Model, Open Journal of Statistics, 3(2): 118-128.
Nyeko-Ogiramoi, P., Willems, P., and Ngirane-Katashaya, G. (2013) Trend and variability in observed hydrometeorological extremes in the Lake Victoria basin, Journal of Hydrology, 489: 56-73.
*Rouge, C., Ge, Y. and Cai, X. (2013) Detecting gradual and abrupt changes in hydrological records, Advances in Water Resources, 53: 33-44.
Sang, Y.-F., Wang, Z. and Liu, C. (2013) Discrete wavelet-based trend identification in hydrologic time series, Hydrological Processes, 27(14): 2021-2031.
Sharif, M., Archer, D.R., Fowler, H.J. and Forsythe, N. (2013) Trends in timing and magnitude of flow in the Upper Indus Basin, Hydrology and Earth System Sciences, 17: 1503-1516.
Sonali, P and Kumar, D. N. (2013) Review of trend detection methods and their application to detect temperture changes in India, Journal of Hydrology, 476: 212-227.
Wang, R., Kumar, M., and Marks, D. (2013) Anomalous trend in soil evaporation in a semi-arid, snow-dominated watershed, Journal of Hydrology, 57: 32-40.
Wang, S., Zhang, X., Liu, Z. and Wang, D. (2013) Trend analysis of precipitation in the Jinsha River Basin in China, Journal of Hydrometeorology, 14: 290-303.
Westra, S., Alexander, L.V., and Zwiers, F.W. (2013) Global increasing trends in annual maximum daily precipitation, Journal of Climate, 26: 3904-3918.
Yan, Y., Yang, Z. and Liu, Q. (2013) Nonlinear trend in stremflow and its response to climate change under complex ecohydrological patterns in the Yellow River Basin, China, Ecological Modelling, 252: 220-227.
*Anghileri, D., Pianosi, F. and Soncini-Sessa, R. (2014) Trend detection in seasonal data: from hydrology to water resources, Journal of Hydrology, 511: 171-179.
*Li, D., Xie, H. and Xiong, L. (2014) Temporal change analysis based on data characteristics and nonparametric test, Water Resources Management, 28: 227-240.
*Panagoulia, D., Econumou, P. and Caroni, C. (2014) Stationary and nonstationary generalized extreme value modelling of extreme precipitation over a mountanious area under climate change, Environmetrics, 25(1):29-43.
*Penev, S., Leonte, D., Lazarov, Z. and Mann, R.A. (2014) Applications of MIDAS regression in analysing trends in water quality, Journal of Hydrology, 511: 151-159.
*Sang, Y.-F., Wang, Z. and Liu, C. (2014) Comparison of the MK test and EMD method for trend identification in hydrological time series, Journal of Hydrology, 510: 293-298.
*Zhang, Q., Singh, V.P., Li, K. and Li, J. (2014) Trend, periodicity and abrupt change in streamflow of the East River, the Pearl River Basin, Hydrological Processes, 28(2): 305-314.
*Chang, N.-B., Vasquez M.V., Chen, C.-F., Imen, S. and Mullon, L. (2014) Global nonlinear and nonstationary climate change effects on regional precipitation and forest phenology in Panama, Central America, Hydrological Processes, in press.
Gregersen, I.B., Madsen, H., Rosbjerg, D. and Arnbjerg-Nielsen, K. (2013) A spatial and nonstationary model for the frequency of extreme rainfall events, Water Resources Research, in press (doi:10.1029/2012WR012570).
Gül, G., Aşıkoğlu, Ö., Gül, A., Yaşoğlu, F. and Benzeden, E. (2013) Investigation of Nonstationarity in Flood Time Series, Journal of Hydrologic Engineering, in press (doi: 10.1061/(ASCE)HE.1943-5584.0000923)
Liu, X. and Zhang, D. (2012) Trend analysis of reference evapotranspiration in Northwest China: the roles of changing wind speed and surface air temperature, Hydrological Processes, in press.
*Roth, M., Buishand, T.A., Jongbloed, G., Klein Tank, A.M.G. and van Zanten, J.H. (2014) Projections of precipitation extremes based on a regional non-stationary peaks-over-threshold approach: A case study for the Netherlands and north-western Germany, Weather and Climate Extremes, in press.
Salas, J. D. and Obeysekera, J. (2013) Revisiting the concepts of return period and risk for nonstationary hydrologic extreme events, Journal of Hydrologic Engineering, in press (doi:10.1061/(ASCE)HE.1943-5584.0000820)
Ministero dell'Ambiente e della Tutela del Territorio e del Mare
Institute for Environmental Protection and Research
Honors Center of Italian Universities - H2CU
Sapienza University of Rome
University of Tuscia,