Trends and climate evolution: Statistical approach for very high temperatures in France

Brabson BB, Lister DH, Palutikof, Jones PD (2002) Characteristics of extreme temperature in the 21st century. Preprint

Buishand TA (1991) Extreme rainfall estimation by combining data from several sites. Hydrol Sci J 36:345–365

Chavez-Demoulin V (1999) Two problems in environmental statistics: capture-recapture models and smooth extremal models. PhD thesis, EPFL, Lausanne, Switzerland

Coles S (2001) An introduction to statistical modeling of extreme values, Springer Series in Statistics. Springer Verlag

Dacunha-Castelle D, Duflo M (1986) Probability and statistics. T.2. Springer New-York

Dacunha-Castelle D, Gassiat E (1997) Testing the order of a model using locally parameterization: population mixtures and stationary ARMA processes, Annals of statistics no 4

Davison AC (1984) Modeling excesses over high thresholds, with an application. In: Tiago de Oliveira J (ed) Statistical extremes and application. Reidel, Dordrecht, pp 461–482

Davison AC, Smith RL (1990) Models for exceedances over high thresholds (with discussion). J Royal Statistical Soc B 52:393–442

Easterling DR, Evans JL, Groisman P Ya, Karl TR, Kundel KE, Ambernje P (2000) Observed variability and trends in extreme climate events: a brief review. Bull of the AMS

Fougeres P, Genest AL (1997) Nonparametric estimation procedure for bivariate extreme value copulas. Biometrika 84:567–577

Frei C, Schar C (2001) Detection probability of trnds in rare events: theory and application to heavy precipitation in Alpine region. J Climate 14:1564–1584

Green PJ, Silverman BW (1994) Nonparametric regression and generalized linear models: a roughness penalty approach. Chapman and Hall

Gumbel EJ (1958) Statistics of extremes. Columbia University Press, New York, p 375

Huntingford C, Jones RG, Prudhomme C, Lamb R, Gash HHC, Jones DA (2003) Regional climate-model predictions in extreme rainfall for a changing climate. Q J Roy Meteorol Soc 129:1607–1621

Jenkinson AF (1969) Statistics of extremes, In: Estimation of maximum flood. Technical Note 98. World Meteorological Organization, Geneva, pp 183–227

Katz RW, Parlange MB, Naveau P (2002) Statistics of extremes in hydrology. Advances in water resources 25:1287–1304

Keim BM, Cruise JF (1997) A technique to measure trends in the frequency of discrete random events. Climate 11:848–855

Kiktev D, Sexton DMH, Alexander L, Folland CK (2003) Comparison of modeled and observed trends in indices of daily climate extremes. J Climate 16:3560–3571

Klein Tank AMG, Können GP (2003) Trends in indices of daily temperature and precipitation extremes in Europe 1946–1999. J Climate 3665–3680

Leadbetter MR, Lindgren G, Rootzen H (1983) Extremes and related properties of random sequences and series. Springer Verlag, New York

Leadbetter MR, Weissman I, De Haan L, Rootzen H (1989) On clustering of high levels in statistically stationary series. In: Sansom J (ed) Proceedings of the 4th International Meeting on Statistical Climatology. New Zealand Meteorological Service, Wellington

Malek F (2004) Asymptotique des processus de Poisson non stationnaire et application au niveau de retour pour des séries de très hautes températures. Preprint Univ. Paris-Sud

Mearns LO, Katz RW, Schneider SH (1984) Extreme high-temperature events: changes in their probabilities with changes in mean temperature. Journal of Climate and Applied Meteorology 23:1601–1613

Meehl GA, Karl T, Easterling DR, Changnon S, Pielke R, Changnon D, Evans J, Groisman PY, Knutson TT, Kunkel KE, Mearns LO, Parmesan C, Pulwarty R, Root T, Sylves RT, Whetton P, Zwiers F (2000) An introduction to trends in extreme weather and climate projections: observations, socioeconomic impacts and model projections. Bull of the AMS 413–416

Meehl GA, Zwiers F, Evans J, Knutson T, Mearns L, Whetton P (2000) Trends in extreme weather and climate events:issues related to modeling extremes in projection of future climate change projections. Bull of the AMS 427–436

Moberg A, Jones PD (2004) Regional climate model simulations of daily maximum and minimum near-surface temperature across Europe compared with observed station data 1961–1990. Climate Dyn 23:695–715

Pauli F, Coles SG (2001) Penalized likelihood inference in extreme value analyses. Journal of Applied Statistics 28:547–560

Rootzen H, Tajvidi N (1997) Extreme value statistics and wind storm losses: a case study. Scand Actuar J 70–94

Schar C, Jendritsky G (2004) Hot news from summer 2003. Nature 432:559–569

Semenov VA, Bengtsson L (2002) Secular trend in daily precipitation characteristics/greenhouse gas simulation with a coupled AOGCM. Climate Dyn 19:123–140

Smith RL (1989) Extreme value analysis of environmental time series: an application to trend detection in ground-level ozone. Statist Sci 4:367–393

Smith RL, Shively TS (1995) A point process approach to modeling trends in tropospheric ozone. Atmos Environ 29:3489–3499

Yan Z, Jones PD, Davies TD, Moberg A, Bergström H, Camuffo D, Cocheo C, Maugeri M, Demarée GR, Verhoeve T, Thoen E, Barriendos M, Rodríguez R, Martín-Vide J, Yang C (2002) Trends in extreme temperatures in Europe and China based on daily observations. Climatic Change 52:355–392

Zhang X, Hogg WD, Bonsal BR, WDA (2001) Cautionary note on the use of seasonally varying thresholds to assess temperature extremes. Climatic Change 50:505–507