ARIMA representation for daily solar irradiance and surface air temperature time series Export

@article{citeulike:4681588, abstract = {Autoregressive integrated moving average (ARIMA) models are used to compare long-range temporal variability of the total solar irradiance (TSI) at the top of the atmosphere (TOA) and surface air temperature series. The comparison shows that one and the same type of the model is applicable to represent the TSI and air temperature series. In terms of the model type surface air temperature imitates closely that for the TSI. This may mean that currently no other forcing to the climate system is capable to change the random walk type variability established by the varying activity of the rotating Sun. The result should inspire more detailed examination of the dependence of various climate series on short-range fluctuations of TSI.}, author = {K\"{a}rner, Olavi}, citeulike-article-id = {4681588}, citeulike-linkout-0 = {http://dx.doi.org/10.1016/j.jastp.2009.03.018}, citeulike-linkout-1 = {http://linkinghub.elsevier.com/retrieve/pii/S1364682609000650}, day = {01}, doi = {10.1016/j.jastp.2009.03.018}, issn = {13646826}, journal = {Journal of Atmospheric and Solar-Terrestrial Physics}, keywords = {autocorrelation, climate, irradiance, observations, solar, statistics, temperature, time-series}, month = {June}, number = {8-9}, pages = {841--847}, posted-at = {2009-08-02 19:06:57}, priority = {2}, title = {ARIMA representation for daily solar irradiance and surface air temperature time series}, url = {http://dx.doi.org/10.1016/j.jastp.2009.03.018}, volume = {71}, year = {2009} }

TY - JOUR ID - citeulike:4681588 L3 - citeulike-article-id:4681588 N2 - Autoregressive integrated moving average (ARIMA) models are used to compare long-range temporal variability of the total solar irradiance (TSI) at the top of the atmosphere (TOA) and surface air temperature series. The comparison shows that one and the same type of the model is applicable to represent the TSI and air temperature series. In terms of the model type surface air temperature imitates closely that for the TSI. This may mean that currently no other forcing to the climate system is capable to change the random walk type variability established by the varying activity of the rotating Sun. The result should inspire more detailed examination of the dependence of various climate series on short-range fluctuations of TSI. IS - 8-9 JF - Journal of Atmospheric and Solar-Terrestrial Physics SN - 13646826 EP - 847 TI - ARIMA representation for daily solar irradiance and surface air temperature time series VL - 71 SP - 841 KW - autocorrelation KW - climate KW - irradiance KW - observations KW - solar KW - statistics KW - temperature KW - time-series AU - Kärner, Olavi PY - 2009/06/01/ UR - http://dx.doi.org/10.1016/j.jastp.2009.03.018 ER -