Statistical Downscaling of Daily Temperature in Central Europe
نویسندگان
چکیده
منابع مشابه
Non-linear statistical downscaling over Europe
Non-linear statistical downscaling of present and LGM precipitation and temperatures over Europe M. Vrac, D. Paillard, and P. Naveau Laboratoire des Sciences du Climat et de l’Environnement, LSCE, CEA/CNRS/UVSQ, Institut Pierre Simon Laplace (IPSL), Centre d’étude de Saclay, Orme des Merisiers, 91191 Gif-Sur-Yvette, France Received: 20 June 2007 – Accepted: 20 June 2007 – Published: 6 July 2007...
متن کاملA statistical downscaling method for daily air temperature in data-sparse, glaciated mountain environments
This study presents a statistical downscaling (SD) method for high-altitude, glaciated mountain ranges. The SD method uses an a priori selection strategy of the predictor (i.e., predictor selection without data analysis). In the SD model validation, emphasis is put on appropriately considering the pitfalls of short observational data records that are typical of high mountains. An application ex...
متن کاملEvaluation and projection of daily temperature percentiles from statistical and dynamical downscaling methods
The study of extreme events has become of great interest in recent years due to their direct impact on society. Extremes are usually evaluated by using extreme indicators, based on order statistics on the tail of the probability distribution function (typically percentiles). In this study, we focus on the tail of the distribution of daily maximum and minimum temperatures. For this purpose, we a...
متن کاملSub-daily Statistical Downscaling of Meteorological Variables Using Neural Networks
A new open source neural network temporal downscaling model is described and tested using CRU-NCEP reanalysis and CCSM3 climate model output. We downscaled multiple meteorological variables in tandem from monthly to sub-daily time steps while also retaining consistent correlations between variables. We found that our feed forward, error backpropagation approach produced synthetic 6 hourly meteo...
متن کاملDownscaling of daily precipitation
Downscaling of daily precipitation with a stochastic weather generator for the subtropical region in South China Y. D. Chen, X. Chen, C.-Y. Xu, and Q. Shao Department of Geography and Resource Management, The Chinese University of Hong Kong, Shatin, Hong Kong, China State Key Laboratory of Hydrology-Water Resources and Hydraulic Engineering, Hohai University, Nanjing, China Department of Geosci...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Journal of Climate
سال: 2002
ISSN: 0894-8755,1520-0442
DOI: 10.1175/1520-0442(2002)015<1731:sdodti>2.0.co;2