#reanalysis — Public Fediverse posts

Happy to report the earliest (and final) stream for #ORAS6 has entered production. Just in the spinup period now, but we have some #reanalysis data valid in 1944 already. Now just to be patient until this reaches 1993 where the already produced stream awaits...

#ocean #seaice #nwp #era6

Happy to report the earliest (and final) stream for #ORAS6 has entered production. Just in the spinup period now, but we have some #reanalysis data valid in 1944 already. Now just to be patient until this reaches 1993 where the already produced stream awaits...

#ocean #seaice #nwp #era6

Happy to report the earliest (and final) stream for #ORAS6 has entered production. Just in the spinup period now, but we have some #reanalysis data valid in 1944 already. Now just to be patient until this reaches 1993 where the already produced stream awaits...

#ocean #seaice #nwp #era6

Happy to report the earliest (and final) stream for #ORAS6 has entered production. Just in the spinup period now, but we have some #reanalysis data valid in 1944 already. Now just to be patient until this reaches 1993 where the already produced stream awaits...

#ocean #seaice #nwp #era6

Happy to report the earliest (and final) stream for #ORAS6 has entered production. Just in the spinup period now, but we have some #reanalysis data valid in 1944 already. Now just to be patient until this reaches 1993 where the already produced stream awaits...

#ocean #seaice #nwp #era6

Paper alert🌧 Working in a region without high-resolution #precipitation data, and #reanalysis products show low performance? We used a rainfall generator and estimated the parameters from #ERA5-Land & #COSMO-REA6 data! #ProudSupervisor #hydrology #water

https://authors.elsevier.com/sd/article/S2214-5818(25)00355-6

Paper alert🌧 Working in a region without high-resolution #precipitation data, and #reanalysis products show low performance? We used a rainfall generator and estimated the parameters from #ERA5-Land & #COSMO-REA6 data! #ProudSupervisor #hydrology #water

https://authors.elsevier.com/sd/article/S2214-5818(25)00355-6

Hello from Reading! Our colleague Janna is currently at the NWP SAF Workshop on Satellite Observations of the Earth System Interfaces (https://events.ecmwf.int/event/420/). Exciting insights and discussions about how we can exploit #satellite #observations for numerical weather #predictions and #reanalysis even better!

The first sad story in humanity's ruthless colonization of the planet.

#dodos #extinction #humans #colonisation #Reanalysis

The dodo was faster and smarter than you think | Popular Science https://www.popsci.com/science/dodo-myths/?utm_source=pocket-newtab-en-us

The promised plots.
I'll show data since 2003 only because only then did real measurements really kick off. Before that, measurements were so spotty with 1 in January in one year, then 3 years nothing, then 5 measurements in for example August and so on.
Data source for measurements is #NOAA https://www.ncei.noaa.gov/access/world-ocean-database-select/dbsearch.html

The other plot is from a #ReAnalysis called EN4.2 https://www.metoffice.gov.uk/hadobs/en4/download-en4-2-2.html#c14_analyses
It is based on the same NOAA data, and goes back to 1900. EN4.2 has better quality assurance than my download. And EN4.2 is able to calculate the likely values in adjacent coordinates and adjacent months.

Among other Reanalyses, EN4.2 has also been used in the newest preprint by the Dutch team around #vanWesten. It sees AMOC tip in 2065 in RCP8.5 and in 2085 in RCP4.5. But it is based on biased Reanalyses and known-to-be too stable #CMIP6: https://arxiv.org/pdf/2407.19909

Whereas the first new preprint by van Westen's team, which tips AMOC 2037-2064, uses only real measurements of the 3 dedicated monitoring arrays in the North, tropical and South #Atlantic. https://arxiv.org/pdf/2406.11738
Here, the caveat is: very short data series.

With measurements being so spotty, I only show monthly salinity 2003ff in down to 10m depth. And only from the area in the South Atlantic. Averaged on a 2 by 2 degree grid from Argentina's coast to longitude -48, and latitudes 40-48 South.

Sorry, not sorry: neither dataset shows a smoking gun. 😁
#FridaysForFuture #ChartsForFuture

The promised plots.
I'll show data since 2003 only because only then did real measurements really kick off. Before that, measurements were so spotty with 1 in January in one year, then 3 years nothing, then 5 measurements in for example August and so on.
Data source for measurements is #NOAA https://www.ncei.noaa.gov/access/world-ocean-database-select/dbsearch.html

The other plot is from a #ReAnalysis called EN4.2 https://www.metoffice.gov.uk/hadobs/en4/download-en4-2-2.html#c14_analyses
It is based on the same NOAA data, and goes back to 1900. EN4.2 has better quality assurance than my download. And EN4.2 is able to calculate the likely values in adjacent coordinates and adjacent months.

Among other Reanalyses, EN4.2 has also been used in the newest preprint by the Dutch team around #vanWesten. It sees AMOC tip in 2065 in RCP8.5 and in 2085 in RCP4.5. But it is based on biased Reanalyses and known-to-be too stable #CMIP6: https://arxiv.org/pdf/2407.19909

Whereas the first new preprint by van Westen's team, which tips AMOC 2037-2064, uses only real measurements of the 3 dedicated monitoring arrays in the North, tropical and South #Atlantic. https://arxiv.org/pdf/2406.11738
Here, the caveat is: very short data series.

With measurements being so spotty, I only show monthly salinity 2003ff in down to 10m depth. And only from the area in the South Atlantic. Averaged on a 2 by 2 degree grid from Argentina's coast to longitude -48, and latitudes 40-48 South.

Sorry, not sorry: neither dataset shows a smoking gun. 😁
#FridaysForFuture #ChartsForFuture

The promised plots.
I'll show data since 2003 only because only then did real measurements really kick off. Before that, measurements were so spotty with 1 in January in one year, then 3 years nothing, then 5 measurements in for example August and so on.
Data source for measurements is #NOAA https://www.ncei.noaa.gov/access/world-ocean-database-select/dbsearch.html

The other plot is from a #ReAnalysis called EN4.2 https://www.metoffice.gov.uk/hadobs/en4/download-en4-2-2.html#c14_analyses
It is based on the same NOAA data, and goes back to 1900. EN4.2 has better quality assurance than my download. And EN4.2 is able to calculate the likely values in adjacent coordinates and adjacent months.

Among other Reanalyses, EN4.2 has also been used in the newest preprint by the Dutch team around #vanWesten. It sees AMOC tip in 2065 in RCP8.5 and in 2085 in RCP4.5. But it is based on biased Reanalyses and known-to-be too stable #CMIP6: https://arxiv.org/pdf/2407.19909

Whereas the first new preprint by van Westen's team, which tips AMOC 2037-2064, uses only real measurements of the 3 dedicated monitoring arrays in the North, tropical and South #Atlantic. https://arxiv.org/pdf/2406.11738
Here, the caveat is: very short data series.

With measurements being so spotty, I only show monthly salinity 2003ff in down to 10m depth. And only from the area in the South Atlantic. Averaged on a 2 by 2 degree grid from Argentina's coast to longitude -48, and latitudes 40-48 South.

Sorry, not sorry: neither dataset shows a smoking gun. 😁
#FridaysForFuture #ChartsForFuture

The promised plots.
I'll show data since 2003 only because only then did real measurements really kick off. Before that, measurements were so spotty with 1 in January in one year, then 3 years nothing, then 5 measurements in for example August and so on.
Data source for measurements is #NOAA https://www.ncei.noaa.gov/access/world-ocean-database-select/dbsearch.html

The other plot is from a #ReAnalysis called EN4.2 https://www.metoffice.gov.uk/hadobs/en4/download-en4-2-2.html#c14_analyses
It is based on the same NOAA data, and goes back to 1900. EN4.2 has better quality assurance than my download. And EN4.2 is able to calculate the likely values in adjacent coordinates and adjacent months.

Among other Reanalyses, EN4.2 has also been used in the newest preprint by the Dutch team around #vanWesten. It sees AMOC tip in 2065 in RCP8.5 and in 2085 in RCP4.5. But it is based on biased Reanalyses and known-to-be too stable #CMIP6: https://arxiv.org/pdf/2407.19909

Whereas the first new preprint by van Westen's team, which tips AMOC 2037-2064, uses only real measurements of the 3 dedicated monitoring arrays in the North, tropical and South #Atlantic. https://arxiv.org/pdf/2406.11738
Here, the caveat is: very short data series.

With measurements being so spotty, I only show monthly salinity 2003ff in down to 10m depth. And only from the area in the South Atlantic. Averaged on a 2 by 2 degree grid from Argentina's coast to longitude -48, and latitudes 40-48 South.

Sorry, not sorry: neither dataset shows a smoking gun. 😁
#FridaysForFuture #ChartsForFuture

The promised plots.
I'll show data since 2003 only because only then did real measurements really kick off. Before that, measurements were so spotty with 1 in January in one year, then 3 years nothing, then 5 measurements in for example August and so on.
Data source for measurements is #NOAA https://www.ncei.noaa.gov/access/world-ocean-database-select/dbsearch.html

The other plot is from a #ReAnalysis called EN4.2 https://www.metoffice.gov.uk/hadobs/en4/download-en4-2-2.html#c14_analyses
It is based on the same NOAA data, and goes back to 1900. EN4.2 has better quality assurance than my download. And EN4.2 is able to calculate the likely values in adjacent coordinates and adjacent months.

Among other Reanalyses, EN4.2 has also been used in the newest preprint by the Dutch team around #vanWesten. It sees AMOC tip in 2065 in RCP8.5 and in 2085 in RCP4.5. But it is based on biased Reanalyses and known-to-be too stable #CMIP6: https://arxiv.org/pdf/2407.19909

Whereas the first new preprint by van Westen's team, which tips AMOC 2037-2064, uses only real measurements of the 3 dedicated monitoring arrays in the North, tropical and South #Atlantic. https://arxiv.org/pdf/2406.11738
Here, the caveat is: very short data series.

With measurements being so spotty, I only show monthly salinity 2003ff in down to 10m depth. And only from the area in the South Atlantic. Averaged on a 2 by 2 degree grid from Argentina's coast to longitude -48, and latitudes 40-48 South.

Sorry, not sorry: neither dataset shows a smoking gun. 😁
#FridaysForFuture #ChartsForFuture

Soil fractionation offers one way to try to tease out soil carbon dynamics beyond bulk. Using a linear-mixed effects model and large soil carbon database ( #ISRaD ) Heckman et al 2022 https://doi.org/10.1111/gcb.16023 found that depth was critical in explaining soil carbon stocks and persistence. Many traditional ClORPT variables were also explanatory, except for NPP, though their effects of different fractions differed. #SoilCarbon #DataCollection #Reanalysis #sciLit

Unprecedented!

The anomaly for September 2023 is:

the largest warm anomaly

of any month

of any year

in the ERA dataset (back to 1940)

September 2023 was around 1.75ºC above the preindustrial average

More: https://climate.copernicus.eu/press-releases

#Climate #ClimateCrisis #CopernicusClimate #Reanalysis #OpenData #EarthObservation #ClimateAction

August #SeaIce highlights from #C3S:

❄️ #Antarctic sea ice saw the largest negative anomaly for August on record, at 12% below average;
❄️ #Arctic sea ice was 10% below average but well above the record minimum from August 2012.

More: https://climate.copernicus.eu/sea-ice-cover-august-2023?utm_source=socialmedia&utm_medium=tw&utm_campaign=CBaugust23

#CopernicusClimate #Climate #seaice #Reanalysis #climatecrisis #Antarctic

Summer 2023: the hottest June-July-August on record

The hottest month ever was July 2023, the second hottest month ever August 2023

New data from @CopernicusECMWF more here: https://climate.copernicus.eu/summer-2023-hottest-record

#Climate #ClimateCrisis #Reanalysis #ClimateAction #Extremeweather #CopernicusClimate

July 2023: Global air and ocean temperatures reach new record highs @CopernicusECMWF

More: https://climate.copernicus.eu/july-2023-global-air-and-ocean-temperatures-reach-new-record-highs

#Climate #ClimateCrisis #CopernicusClimate #OpenData #heatwave #EMCWF #Reanalysis

"These records have dire consequences for both people & the planet exposed to ever more frequent & intense extreme events”

https://www.theguardian.com/environment/2023/aug/08/july-2023-worlds-hottest-month-climate-crisis-scientists-confirm

#ClimateCrisis #ocean #ClimateAction #reanalysis #CopernicusClimate #OpenData #OpenSource #heatwave

Our latest analysis on global (extrapolar) surface ocean temperature records in July 2023 @CopernicusECMWF

More: https://climate.copernicus.eu/global-sea-surface-temperature-reaches-record-high

#ClimateCrisis #ClimateAction #Reanalysis #CopernicusClimate #OpenData #Ocean #heatwave

As we have more heat waves we also suffer from more heat stress.

Heat stress is more than temperature and is a metric that describes how the environment impacts people (temperature, humidity, wind, soil etc.)

Last summer Europeans saw more heat stress than ever before.

Learn more here:

https://climate.copernicus.eu/esotc/2022/extreme-heat

#CopernicusClimate #ClimateCrisis #ClimateAction #Reanalysis #OpenData #ECMWF #extremes #heatwave #heatstress

*New Opportunity*
Interested in working at the cutting edge of #climate data with the #CopernicusClimate team?

Come work with us at @CopernicusECMWF and ECMWF in the reanalysis team building the next generation - ERA6

More: https://jobs.ecmwf.int/Job/JobDetail?JobId=73

#job #jobopportunity #new #opensource #OpenScience #ClimateCrisis #Reanalysis #EarthObservation #EOchat @LadiesOfLandsat

Data from the @copernicusecmwf the first 3 weeks of July have already broken several significant records, including:

Hottest day globally;
Hottest 3 weeks globally.

C3S data also show:
July 2023 likely to be hottest month on record.

More here: https://climate.copernicus.eu/july-2023-sees-multiple-global-temperature-records-broken

#ClimateCrisis #ClimateAction #OpenData #ERA5 #ECMWF #reanalysis #CopernicusClimate

🌡️📈 Europe has been experiencing some of the hottest temperatures of summer 2023 so far.

But what is influencing this #heatwave, what are its potential consequences, & is #ClimateChange affecting it?

Find out in our new article 👉

https://climate.copernicus.eu/european-heatwave-july-2023-longer-term-context?utm_source=socialmedia&utm_medium=tw&utm_campaign=news-heatwavejuly23

#climatecrisis #Climate #opendata #CopernicusClimate #ERA5 #heatwave #Reanalysis

📈According to #ERA5 the 7 days from 3rd to 9th July 2023 were the 7 hottest days on record globally, making the first week of July 2023 the hottest week on record.

Download the #opensource dataset here:

https://cds.climate.copernicus.eu/cdsapp#!/dataset/reanalysis-era5-single-levels?tab=overview

#CopernicusClimate #ECMWF #ClimateCrisis #OpenScience #reanalysis

The #C3S monthly Climate Bulletin is out now:

📈June was the warmest June globally at just over 0.5°C above average;
📈 the North Atlantic saw record-high sea surface temperatures;
📈#Antarctic sea ice reached its lowest extent for June on record at 17% below average.

More here:
https://climate.copernicus.eu/copernicus-record-north-atlantic-warmth-hottest-june-record-globally?utm_source=socialmedia&utm_medium=tw&utm_campaign=CBjune23

#CopernicusClimate #reanalysis #climate #climatecrisis #ERA5

* New Opportunity

Interested in #dataviz, #climate and #OpenData?

Come work with @CopernicusECMWF

More info on the new post here: https://jobs.ecmwf.int/displayjob.aspx?jobid=151

#climatecrisis #data #EOChat #Reanalysis #ECMWF #EUMETSAT #job

Global mean temperature exceeded 1.5 degrees threshold during the first days of June according to @CopernicusECMWF data.

Monitoring how often and for how long these breaches occur is more important than ever, if we are to avoid more severe consequences of the climate crisis.

More: https://climate.copernicus.eu/copernicus-first-days-june-surpass-150c-limit

#CopernicusClimate #ClimateCrisis #Climate #ClimateAction #Reanalysis #ECMWF #opensource

May SeaIce highlights from #C3S:

#Antarctic sea ice extent reached a record low monthly value at 17% below average;

#Arctic sea ice extent was very close to average and almost identical to the value recorded in May 2022.

More: https://climate.copernicus.eu/sea-ice-cover-may-2023?utm_source=tw&utm_medium=socialmedia&utm_campaign=CBmay23

#CopernicusClimate #ECMWF #reanalysis #OpenScience #EarthObservation #ERA5 #ClimateCrisis #ClimateAction #Arctic #Antarctic

2nd warmest May - following
4th warmest April and
2nd warmest March
Globally since 1950.

The #C3S monthly Climate Bulletin is out now:

📈 #Antarctic sea ice extent reached a record low monthly value at 17% below average;
📈 Conditions were drier-than-average in the Iberian Peninsula.

More: https://climate.copernicus.eu/climate-bulletins?utm_source=tw&utm_medium=socialmedia&utm_campaign=CBmay23

#CopernicusClimate #Reanalysis #EarthObservation #Climate #ClimateData #OpenScience

The #CopernicusClimate monthly Climate Bulletin is out:

📈Last month was joint 4th warmest April globally
📈#Antarctic sea ice extent was 3rd lowest on record for April
📈April was wetter than average in a large west-to-east band from Ireland & across Central Europe

More: https://climate.copernicus.eu/climate-bulletins?utm_source=socialmedia&utm_medium=tw&utm_campaign=CBapril23

#climate #ClimateAction #Reanalysis #ecmwf #EarthObservation

In September 2022, Greenland saw record-breaking temperatures for the month and rain rather than snow, resulting in record ice sheet melt.

Read more from the #CopernicusClimate report here:
https://climate.copernicus.eu/esotc/2022

Lots of cool animations of the atmospheric rivers from CARRA data via @jasonbox

#Arctic #Reanalysis #EarthObservation #opensource #OpenScience #ClimateCrisis #Greenland

Storm Ulysses paper out now - @ed_hawkins and many co-authors including me.

Rescuing old data helps improve our understanding of current and future wind risks

https://www.theguardian.com/world/2023/apr/24/1903-storm-ulysses-one-of-windiest-ever-in-england-and-wales-shows-analysis

and paper here:
https://nhess.copernicus.org/articles/23/1465/2023/

#ClimateAction #DataRescue #CitizenScience #Reanalysis #ClimateStripes

C3S has just enabled the #ERA5-Land-T service, which provides data in close to real time.
This service will be of major benefit to decision makers, businesses, scientists & land users - 9 km global land resolution, hourly data, released 5 days after real time. 📊
Discover it now: https://climate.copernicus.eu/c3s-launches-new-era5-land-t-service

#CopernicusClimate #Climate #climatecrisis #Reanalysis #OpenScience #OpenData #EOdata #ERA5

C3S has just enabled the #ERA5-Land-T service, which provides data in close to real time.
This service will be of major benefit to decision makers, businesses, scientists & land users - 9 km global land resolution, hourly data, released 5 days after real time. 📊
Discover it now: https://climate.copernicus.eu/c3s-launches-new-era5-land-t-service

#CopernicusClimate #Climate #climatecrisis #Reanalysis #OpenScience #OpenData #EOdata #ERA5

C3S has just enabled the #ERA5-Land-T service, which provides data in close to real time.
This service will be of major benefit to decision makers, businesses, scientists & land users - 9 km global land resolution, hourly data, released 5 days after real time. 📊
Discover it now: https://climate.copernicus.eu/c3s-launches-new-era5-land-t-service

#CopernicusClimate #Climate #climatecrisis #Reanalysis #OpenScience #OpenData #EOdata #ERA5

C3S has just enabled the #ERA5-Land-T service, which provides data in close to real time.
This service will be of major benefit to decision makers, businesses, scientists & land users - 9 km global land resolution, hourly data, released 5 days after real time. 📊
Discover it now: https://climate.copernicus.eu/c3s-launches-new-era5-land-t-service

#CopernicusClimate #Climate #climatecrisis #Reanalysis #OpenScience #OpenData #EOdata #ERA5

C3S has just enabled the #ERA5-Land-T service, which provides data in close to real time.
This service will be of major benefit to decision makers, businesses, scientists & land users - 9 km global land resolution, hourly data, released 5 days after real time. 📊
Discover it now: https://climate.copernicus.eu/c3s-launches-new-era5-land-t-service

#CopernicusClimate #Climate #climatecrisis #Reanalysis #OpenScience #OpenData #EOdata #ERA5

To #HindsgavlSlot to meet with #Danish #ArcticScience community for first time in 3 years. Always fun to find out what our colleagues in terrestrial #ecosystems, #greenhouseGases etc are working in

After the #COVID19 pandemic, I'm pleased to see the focus is on #ECRs and giving them a chance to network and present.

I'm especially keen to talk #CARRA + #CARRA2 (#Copernicus #Arctic Regional ##Reanalysis) to any users, potential users or data providers out there...
#ForumForArktiskForskning

To #HindsgavlSlot to meet with #Danish #ArcticScience community for first time in 3 years. Always fun to find out what our colleagues in terrestrial #ecosystems, #greenhouseGases etc are working in

After the #COVID19 pandemic, I'm pleased to see the focus is on #ECRs and giving them a chance to network and present.

I'm especially keen to talk #CARRA + #CARRA2 (#Copernicus #Arctic Regional ##Reanalysis) to any users, potential users or data providers out there...
#ForumForArktiskForskning

To #HindsgavlSlot to meet with #Danish #ArcticScience community for first time in 3 years. Always fun to find out what our colleagues in terrestrial #ecosystems, #greenhouseGases etc are working in

After the #COVID19 pandemic, I'm pleased to see the focus is on #ECRs and giving them a chance to network and present.

I'm especially keen to talk #CARRA + #CARRA2 (#Copernicus #Arctic Regional ##Reanalysis) to any users, potential users or data providers out there...
#ForumForArktiskForskning

To #HindsgavlSlot to meet with #Danish #ArcticScience community for first time in 3 years. Always fun to find out what our colleagues in terrestrial #ecosystems, #greenhouseGases etc are working in

After the #COVID19 pandemic, I'm pleased to see the focus is on #ECRs and giving them a chance to network and present.

I'm especially keen to talk #CARRA + #CARRA2 (#Copernicus #Arctic Regional ##Reanalysis) to any users, potential users or data providers out there...
#ForumForArktiskForskning

To #HindsgavlSlot to meet with #Danish #ArcticScience community for first time in 3 years. Always fun to find out what our colleagues in terrestrial #ecosystems, #greenhouseGases etc are working in

After the #COVID19 pandemic, I'm pleased to see the focus is on #ECRs and giving them a chance to network and present.

I'm especially keen to talk #CARRA + #CARRA2 (#Copernicus #Arctic Regional ##Reanalysis) to any users, potential users or data providers out there...
#ForumForArktiskForskning

Jason Box is now talking about #PROMICE data in #CARRA (#Copernicus #Arctic Regional #Reanalysis) and using the latest insights for understanding the #Greenland #IceSheet

The trend shows increasing #precipitation but not #snow - it's falling as #rain...
#NCKF