%0 Journal Article %1 Vasiliades.etal2014 %A Vasiliades, L. %A Galiatsatou, P. %A Loukas, A. %D 2014 %I Springer Netherlands %J Water Resources Management %K BMAX Nonstationarity covariate precipitation %P 1-20 %R 10.1007/s11269-014-0761-5 %T Nonstationary Frequency Analysis of Annual Maximum Rainfall Using Climate Covariates %U http://dx.doi.org/10.1007/s11269-014-0761-5 %X The perception that hydrometeorological processes are non stationary on timescales that are applicable to extreme value analysis is recently well documented due to natural climate variability or human intervention. In this study the generalized extreme value (GEV) distribution is used to assess nonstationarity in annual maximum daily rainfall time series for selected meteorological stations in Greece and Cyprus. The GEV distribution parameters are specified as functions of time-varying covariates and estimated using the conditional density network (CDN) as proposed by Cannon (

@article{Vasiliades.etal2014, abstract = {The perception that hydrometeorological processes are non stationary on timescales that are applicable to extreme value analysis is recently well documented due to natural climate variability or human intervention. In this study the generalized extreme value (GEV) distribution is used to assess nonstationarity in annual maximum daily rainfall time series for selected meteorological stations in Greece and Cyprus. The GEV distribution parameters are specified as functions of time-varying covariates and estimated using the conditional density network (CDN) as proposed by Cannon (}, added-at = {2014-08-18T11:24:17.000+0200}, author = {Vasiliades, L. and Galiatsatou, P. and Loukas, A.}, biburl = {https://www.bibsonomy.org/bibtex/254e0096e9a15155589aa46de0b392df8/marsianus}, description = {Nonstationary Frequency Analysis of Annual Maximum Rainfall Using Climate Covariates - Online First - Springer}, doi = {10.1007/s11269-014-0761-5}, interhash = {2e67fb3ef60258c4ea61eca63e06ee87}, intrahash = {54e0096e9a15155589aa46de0b392df8}, issn = {0920-4741}, journal = {Water Resources Management}, keywords = {BMAX Nonstationarity covariate precipitation}, language = {English}, pages = {1-20}, publisher = {Springer Netherlands}, timestamp = {2014-08-18T11:24:17.000+0200}, title = {Nonstationary Frequency Analysis of Annual Maximum Rainfall Using Climate Covariates}, url = {http://dx.doi.org/10.1007/s11269-014-0761-5}, year = 2014 }