# data[].attributes.headline
Map of accumulated sunshine till end of July 2025

# data[].attributes.subject
Map of accumulated sunshine till end of July 2025

# data[].attributes.headline
Map of accumulated sunshine till en of July 2025

# data[].attributes.subject
Map of accumulated sunshine till en of July 2025

# data[].attributes.headline
Map of accumulated sunshine till end of July 2025

# data[].attributes.subject
Map of accumulated sunshine till end of July 2025

# data[].attributes.headline
Sunshine duration Yemen till end of July 2025

# data[].attributes.subject
Sunshine duration Yemen till end of July 2025

# data[].attributes.body
1st Place!

# data[].attributes.headline
Sunshine duration United Kingdom till end of July 2025

# data[].attributes.subject
Sunshine duration United Kingdom till end of July 2025

# data[].attributes.body
1st Place!

# data[].attributes.headline
Sunshine duration anomaly July 2025 (referene 1991-2020) Hours

# data[].attributes.subject
Sunshine duration anomaly July 2025 (referene 1991-2020) Hours

# data[].attributes.body
Sunshine duration for Germany till end of July 2025. 3rd Place

# data[].attributes.headline
Map of accumulated sunshine till end of December 2024

# data[].attributes.subject
Map of accumulated sunshine till end of December 2024

# data[].attributes.headline
Map of accumulated sunshine till end of Maerz 2024

# data[].attributes.subject
Map of accumulated sunshine till end of Maerz 2024

# data[].attributes.headline
Sunshine duration for Germany till end of Maerz 2024

# data[].attributes.subject
Sunshine duration for Germany till end of Maerz 2024

# data[].attributes.headline
Map of accumulated sunshine till end of Dezember 2023

# data[].attributes.subject
Map of accumulated sunshine till end of Dezember 2023

# data[].attributes.headline
Sunshine duration for Germany till end of Dezember 2023

# data[].attributes.subject
Sunshine duration for Germany till end of Dezember 2023

# data[].attributes.headline
Blue-sky Albedo Anomaly -1979 - 2020 - over Southern West Africa (SWA)

# data[].attributes.subject
Blue-sky Albedo Anomaly -1979 - 2020 - over Southern West Africa (SWA)

# data[].attributes.headline
Map of accumulated sunshine till beginning of August 2023

# data[].attributes.subject
Map of accumulated sunshine till beginning of August 2023

# data[].attributes.body
Most regions of Germany got above average sunshine in till August 2023

# data[].attributes.headline
The high number of sunshine hours in 2022 results in another yellow ring and marks yet another above-average year in Germany.

# data[].attributes.subject
The high number of sunshine hours in 2022 results in another yellow ring and marks yet another above-average year in Germany.

# data[].attributes.headline
For Germany 2022 and 2018 are quite even with 2101 h vs. 2122 h of sunshine. 

# data[].attributes.subject
For Germany 2022 and 2018 are quite even with 2101 h vs. 2122 h of sunshine. 

# data[].attributes.headline
Anomaly of Annual Sunshine Duration 2022 (reference 1991-2020)

# data[].attributes.subject
Anomaly of Annual Sunshine Duration 2022 (reference 1991-2020)

# data[].attributes.body
It was sunny!

# data[].attributes.body
It's still the second sunniest year since the beginning of the SARAH data record. 2022: 1972.9 h, 1991-2020: 1651.0 h, Max 2018: 2006.3 h, Min 1987: 1338.1 h

# data[].attributes.headline
Time series: monthly anomalies of Surface Incoming Shortwave Radiation (spatial mean over Germany, France, Spain)

# data[].attributes.subject
Time series: monthly anomalies of Surface Incoming Shortwave Radiation (spatial mean over Germany, France, Spain)

# data[].attributes.headline
Seasonal anomaly of Surface Incoming Shortwave Radiation in summer 2022 (reference: 1991-2020)

# data[].attributes.subject
Seasonal anomaly of Surface Incoming Shortwave Radiation in summer 2022 (reference: 1991-2020)

# data[].attributes.body
It's still quite sunny.

# data[].attributes.headline
Anomaly map of SDU till end of April 2022

# data[].attributes.subject
Anomaly map of SDU till end of April 2022

# data[].attributes.headline
Statistics of SDU till end of April in Germany

# data[].attributes.subject
Statistics of SDU till end of April in Germany

# data[].attributes.attachment_caption
Accumulated sunshine duration till end of April 2022. 

# data[].attributes.headline
Update: SDU in Germany till end of April 2022

# data[].attributes.subject
Update: SDU in Germany till end of April 2022

# data[].attributes.attachment_caption
Accumulated sunshine duration till end of January 2022.

# data[].attributes.attachment_caption
Anomaly of accumulated sunshine duration in Germany in January 2022.

# data[].attributes.headline
The year 2022 is starting dark in Germany.

# data[].attributes.subject
The year 2022 is starting dark in Germany.

# data[].attributes.headline
Coming soon: new color options for stripe plots in the CM SAF R Toolbox. 

# data[].attributes.subject
Coming soon: new color options for stripe plots in the CM SAF R Toolbox. 

# data[].attributes.headline
Annual anomaly in cloud fractional coverage for 2021.

# data[].attributes.subject
Annual anomaly in cloud fractional coverage for 2021.

# data[].attributes.headline
Sunshine duration in Germany. 2021 was slightly below the climatology (1991-2020).

# data[].attributes.subject
Sunshine duration in Germany. 2021 was slightly below the climatology (1991-2020).

# data[].attributes.headline
Less sunshine than 'normal' in large parts of Germany in 2021.

# data[].attributes.subject
Less sunshine than 'normal' in large parts of Germany in 2021.

# data[].attributes.headline
Change of surface short-wave radiation in Germany

# data[].attributes.subject
Change of surface short-wave radiation in Germany

# data[].attributes.attachment_caption
Fieldmean plot for Germany (reference 1991-2020).

# data[].attributes.headline
Spatial mean of sunshine duration in Germany till end of November.

# data[].attributes.subject
Spatial mean of sunshine duration in Germany till end of November.

# data[].attributes.attachment_caption
Fieldmean (left) and anomaly (right) of sunshine duartion in Germany for Summer 2021 in reference to 1991-2020.   

# data[].attributes.headline
Sunshine duration in Germany for Summer 2021

# data[].attributes.subject
Sunshine duration in Germany for Summer 2021

# data[].attributes.headline
Number of cloud-free days during July 2021 in South Africa 

# data[].attributes.subject
Number of cloud-free days during July 2021 in South Africa 

# data[].attributes.body
In the northern part of the country, there were almost no cloudy days. This region made up to almost 31 days of almost no cloud coverage (≤ 5%). On the other hand, around Pretoria, there were almost no cloud-free days.

# data[].attributes.headline
Climate analysis of cloud coverage from January to July 2021 in South Africa (reference 1991-2020)

# data[].attributes.subject
Climate analysis of cloud coverage from January to July 2021 in South Africa (reference 1991-2020)

# data[].attributes.body
From January to April, the cloud coverage is quite normal in comparison to the climatology, whereas from May to July, it is noticeable that the cloud coverage decreases. The anomaly map illustrates where the deviations are highest. The northeast shows higher cloud coverage than usual while in the western part of the country lower cloud coverage can be noticed.

# data[].attributes.headline
Map of sunshine duration anomaly till end of July 2021 for Germany (reference 1991-2020)

# data[].attributes.subject
Map of sunshine duration anomaly till end of July 2021 for Germany (reference 1991-2020)

# data[].attributes.headline
Sunshine duration anomaly till end of July 2021 for Germany (reference 1992-2020)

# data[].attributes.subject
Sunshine duration anomaly till end of July 2021 for Germany (reference 1992-2020)

# data[].attributes.body
Sunshine duration Anomaly till End of May 2021 for Germany (reference 1991-2020)

# data[].attributes.body
Sunshine Duration Anomaly till End of May 2021 for Germany (reference 1991-2020)

# data[].attributes.body
Sunshine Duration Anomaly until March 2021 for Germany (reference 1991-2020)

# data[].attributes.body
Sunshine Duration Anomaly for Germany (reference 1991-2020)

# data[].attributes.headline
Radiation Difference of Climate Reference Periods 1983-2010 and 1991-2020

# data[].attributes.subject
Radiation Difference of Climate Reference Periods 1983-2010 and 1991-2020

# data[].attributes.body
Thank you for this course about the exceptionally useful application CM SAF R Toolbox, but I have a serious problem with the tar files - some error is generated, which did not allow me to perform a more thorough analysis of the data (I ordered monthly values of sunshine duration for the entire 2018).

# data[].attributes.body
Comparing satellite data with two sets of station data. The x-axis shows the day of the year. Thank you for the course!

# data[].attributes.body
Comparing CMSAF satellite data with SDU measurements at a Belgian and a Swiss station with R-Instat

# data[].attributes.body
Cloud top temperature in August 2018 during the period of thunderstorm activity on the south-western coast of Ukraine

# data[].attributes.body
Here a simple plot showing the projected summer of 2025 in Lombardy according to a RCP2.6  Cordex Ensemble.

# data[].attributes.headline
Cumulative ChlA anomalies in the Mediterranean sea for the year 2050 under RCP 8.5

# data[].attributes.subject
Cumulative ChlA anomalies in the Mediterranean sea for the year 2050 under RCP 8.5

# data[].attributes.body
In the map we see slightly positive anomalies, so when ChlA values exceed the 90th percentile, in the Ionian, Adriaric and Balearic seas. Even the Aegen sea seems to have positive anomalies overall.   When compared with anomalies of the present these model projections could tell us if our seas will be more instable in terms of ChlA and the ecosystem that on it relies. WAITING FOR THE COMPARING TOOL
*-* Thanks a million for the course!

# data[].attributes.attachment_link.title
plot_2050 annual rate of change of Chlorophyll A (RCP 8.5)20210125104406

# data[].attributes.headline
Monthly anomaly and Maximum means of Surface Normalized Direct Shortwave Flux at January 2016 in Ukraine

# data[].attributes.subject
Monthly anomaly and Maximum means of Surface Normalized Direct Shortwave Flux at January 2016 in Ukraine

# data[].attributes.body
Thank you for this intresting course and useful R Toolbox

# data[].attributes.headline
Monthly anomaly sunshine duration in Italy for december 2020

# data[].attributes.subject
Monthly anomaly sunshine duration in Italy for december 2020

# data[].attributes.body
Thank you for your course!

# data[].attributes.headline
Mean monthly sunshine duration in Poland 2019-09 and 2020-09

# data[].attributes.subject
Mean monthly sunshine duration in Poland 2019-09 and 2020-09

# data[].attributes.body
Thank you for the course!

# data[].attributes.headline
Severe Drought-2007 in Ukraine in the anomalies of Sunshine duration and Vertically integrated water vapour. 

# data[].attributes.subject
Severe Drought-2007 in Ukraine in the anomalies of Sunshine duration and Vertically integrated water vapour. 

# data[].attributes.body
There were positive anomalies in sunshine duration, especially in summer, and negative anomalies in water vapour content, espesially in autumn that was connected with stationary anticyclonic processes prevailabeled during this period.

# data[].attributes.body
sunshine duration over western Africa

# data[].attributes.body
by John Bemiasa, Madagascar

# data[].attributes.body
Namibia

# data[].attributes.body
It is a bit "stretched" horizontally, can I change this?

# data[].attributes.headline
Mean Monthly Sunshine Duration  in Polnad (2016-2017)

# data[].attributes.subject
Mean Monthly Sunshine Duration  in Polnad (2016-2017)

# data[].attributes.body
So far, 2020 ranks at #3 of the years with most hours of sunshine in Germany (only 2003 and 2018 had more hours of sunshine).

# data[].attributes.headline
European Sunshine Duration Anomaly in 2020 (till 31 August)

# data[].attributes.subject
European Sunshine Duration Anomaly in 2020 (till 31 August)

# data[].attributes.body
For Europe it is still a record breaking year.

# data[].attributes.headline
Example Data. Using ArcMap to plot the data.

# data[].attributes.subject
Example Data. Using ArcMap to plot the data.

# data[].attributes.headline
Euopean Sunshine Duration Anomaly in 2020 (till 31 July)

# data[].attributes.subject
Euopean Sunshine Duration Anomaly in 2020 (till 31 July)

# data[].attributes.body
...well above normal in most parts!

# data[].attributes.headline
Sunshine Duration, anomalies from Jan to Jun

# data[].attributes.subject
Sunshine Duration, anomalies from Jan to Jun