Comparison of ERA5 and EOBS in Europe 2022

[nicrie]

As shown in the ESOTC report.

• [x] get EOBS data set
• [x] map comparing most recent, annual anomaly (2022)
• [x] map of most recent, seasonal anomalies (weight seasons by number of days)
• [x] map of monthly anomalies
• [x] time series of daily anomalies (see Fig. 6)

[nicrie]

Issues

• [x] What mask is used for Europe? it does not seem to be any standard definition EOBS has reduced spatial coverage in Europe in 2022
• [x] Annual mean anomaly of 2021 is negative for EOBS in contrast to original figure where 2021 is positive
• [x] EOBS: annual cycle of daily climatologies exhibits jumps ? error in preprocessing created a wrong datetime coordinate which led to the computation of wrong quantiles;
• [ ] EOBS: annual cycle of daily climatologies; smoothing required, what is the time window used for moving quantile?