Using Sea Surface Temperature to monitor ocean surface warming

[dcianicnr83]

Data Type

Satellite ECVs - Ocean

Assessment Category

Trend Assessment

Dataset Name

satellite-sea-surface-temperature-ensemble-product

Question Number

02

Workflow ID

eqctier3-1a3a89e7-8635-48db-a3c6-ceb4b7fdfc87

Zipped Notebook

satellite_esacci_gmpe_trends.ipynb.zip

Environment

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udunits2=2.2.28=h40f5838_3 - uri-template=1.3.0=pyhd8ed1ab_0 - uriparser=0.9.7=h59595ed_1 - urllib3=2.2.1=pyhd8ed1ab_0 - wcwidth=0.2.13=pyhd8ed1ab_0 - webcolors=1.13=pyhd8ed1ab_0 - webencodings=0.5.1=pyhd8ed1ab_2 - websocket-client=1.8.0=pyhd8ed1ab_0 - wheel=0.43.0=pyhd8ed1ab_1 - xarray=2024.3.0=pyhd8ed1ab_0 - xarraymannkendall=1.4.5=pyhd8ed1ab_0 - xcb-util=0.4.0=hd590300_1 - xcb-util-image=0.4.0=h8ee46fc_1 - xcb-util-keysyms=0.4.0=h8ee46fc_1 - xcb-util-renderutil=0.3.9=hd590300_1 - xcb-util-wm=0.4.1=h8ee46fc_1 - xerces-c=3.2.5=hac6953d_0 - xesmf=0.8.5=pyhd8ed1ab_0 - xhistogram=0.3.2=pyhd8ed1ab_0 - xkeyboard-config=2.41=hd590300_0 - xorg-fixesproto=5.0=h7f98852_1002 - xorg-inputproto=2.3.2=h7f98852_1002 - xorg-kbproto=1.0.7=h7f98852_1002 - xorg-libice=1.1.1=hd590300_0 - xorg-libsm=1.2.4=h7391055_0 - xorg-libx11=1.8.9=h8ee46fc_0 - xorg-libxau=1.0.11=hd590300_0 - xorg-libxdmcp=1.1.3=h7f98852_0 - xorg-libxext=1.3.4=h0b41bf4_2 - xorg-libxfixes=5.0.3=h7f98852_1004 - xorg-libxi=1.7.10=h7f98852_0 - xorg-libxrender=0.9.11=hd590300_0 - xorg-renderproto=0.11.1=h7f98852_1002 - xorg-xextproto=7.3.0=h0b41bf4_1003 - xorg-xf86vidmodeproto=2.3.1=h7f98852_1002 - xorg-xproto=7.0.31=h7f98852_1007 - xskillscore=0.0.26=pyhd8ed1ab_0 - xyzservices=2024.4.0=pyhd8ed1ab_0 - xz=5.2.6=h166bdaf_0 - yaml=0.2.5=h7f98852_2 - yarl=1.9.4=py311h459d7ec_0 - zarr=2.17.2=pyhd8ed1ab_0 - zeromq=4.3.5=h59595ed_1 - zict=3.0.0=pyhd8ed1ab_0 - zipp=3.17.0=pyhd8ed1ab_0 - zlib=1.2.13=hd590300_5 - zstd=1.5.5=hfc55251_0 - pip: - c3s-eqc-automatic-quality-control==0.1.2.dev109+gacaba21 - cacholote==0.10.0 - cads-toolbox==0.0.2b0 - cgul==0.0.4 - coucal==0.0.1b3 - emohawk==0.0.4b0 - kaleido==0.2.1 - pymannkendall==1.4.3 prefix: /data/common/miniforge3/envs/wp5 ```

Anything else we need to know?

No response

[malmans2]

Here is the permalink: https://github.com/ecmwf-projects/c3s2-eqc-quality-assessment/blob/fdff081937ad0147fc283c777cba2c375492b565/Satellite_ECVs/Ocean_ECVs/satellite_satellite-sea-surface-temperature-ensemble-product_trend-assessment_q02.ipynb

Please make sure that the notebook name is correct.

If you need to make modifications (e.g., to address the reviewer's comment), please share here the new version of the notebook and I will provide a new permalink.

Let me know when the notebook is accepted, I will merge the PR into main.

[vincenzodetoma]

Hi @malmans2, @dcianicnr83. We noticed in the JN there are a lot of messages which may disrupt the reader's attention, such as warning messages. @malmans2 Can you suggest a flag to remove these warnings?

[malmans2]

Hi @vincenzodetoma,

You could silence all warnings using the warnings standard library. For example:

import warnings
warnings.simplefilter("ignore")

However, I would avoid doing that. The warnings you are getting are trivial to fix and are quite useful because they show how to avoid breaking changes. All you have to do is adding the flag squeeze=False when you call groupby, and replace the time frequency '1M' with '1ME'

[malmans2]

Hi @dcianicnr83 @vincenzodetoma,

I haven't tried, but I believe this notebook is also affected by this: https://github.com/ecmwf-projects/c3s2-eqc-quality-assessment/issues/68#issuecomment-2141775499 Let's keep the discussion in #68 so we have everything in one place.

[dcianicnr83]

Hi @malmans2 , we worked with @vincenzodetoma to produce a new version of the notebook with the new template. Please find it in attachment. satellite-sea-surface-temperature-ensemble-product_trends.zip

[malmans2]

Here is the new permalink: https://github.com/ecmwf-projects/c3s2-eqc-quality-assessment/blob/af31ba7865daf3d5bf811c433837aac5dbc497a8/Satellite_ECVs/Ocean_ECVs/satellite_satellite-sea-surface-temperature-ensemble-product_trend-assessment_q02.ipynb

[vincenzodetoma]

Hi @malmans2, I fixed links also in this notebook. Is it possible to have another permalink? Thanks, satellite_satellite-sea-surface-temperature-ensemble-product_trend-assessment_q02_27062024.ipynb.zip I will upload also in #68 Vincenzo

[malmans2]

Here is the new permalink: https://github.com/ecmwf-projects/c3s2-eqc-quality-assessment/blob/ce6ee77cfb324a92dbd366bdb8f805cad297e265/Satellite_ECVs/Ocean_ECVs/satellite_satellite-sea-surface-temperature-ensemble-product_trend-assessment_q02.ipynb

[vincenzodetoma]

Hi @malmans2, we realized just now the thumbnail graphical abstract was not embedded. Sorry for the oversight. Can you issue a new permalink? Thanks. I will upload also in #68 satellite_esacci_gmpe_trends_q2.ipynb.zip

[malmans2]

Here is the permalink: https://github.com/ecmwf-projects/c3s2-eqc-quality-assessment/blob/443b2d9240689b696f15fa6c1e6745ce493d55ce/Satellite_ECVs/Ocean_ECVs/satellite_satellite-sea-surface-temperature-ensemble-product_trend-assessment_q02.ipynb