# ESMValTool-workflow Releases

**URL:** <https://forum.access-hive.org.au/t/esmvaltool-workflow-releases/1599>\
**Category:** ACCESS-NRI Releases\
**Tags:** python, model-evaluation, release, cmip7, esmvaltool\
**Created:** [16 November 2023 01:56 UTC](https://forum.access-hive.org.au/t/esmvaltool-workflow-releases/1599 "2023-11-16T01:56:28Z")\
**Posts on this page:** 15\
**Page:** 1

<div class="post-metadata">

**Author:** ![rbeucher](https://sea2.discourse-cdn.com/flex020/user_avatar/forum.access-hive.org.au/rbeucher/32/11_2.png) [@rbeucher](https://forum.access-hive.org.au/u/rbeucher)\
**Post date:** [16 November 2023 01:56 UTC](https://forum.access-hive.org.au/t/esmvaltool-workflow-releases/1599/1 "2023-11-16T01:56:28Z")

</div>

# What is ESMValTool?

_The Earth System Model Evaluation Tool (ESMValTool) is a tool developed for evaluation of Earth System Models in CMIP (Climate Model Intercomparison Projects). It allows for routine comparison of single or multiple models, either against predecessor versions or against observations. ESMValTool is a community-developed climate model diagnostics and evaluation software package, driven both by computational performance and scientific accuracy and reproducibility. It is open to both users and developers, encouraging open exchange of diagnostic source code and evaluation results from the Coupled Model Intercomparison Project CMIP ensemble._

# What are we releasing?

ACCESS-NRI is releasing an NCI configuration of ESMValTool under the name **ESMValTool-workflow**.

**ESMValTool-workflow** is the **ACCESS-NRI software and data infrastructure that enables the ESMValTool evaluation framework on NCI Gadi**. It includes the ESMValTool/ESMValCore Python packages, the ESMValTool collection of recipes and diagnostics and some observational datasets. ESMValTool-workflow is configured to use the existing NCI supported CMIP data collections.

**ESMValTool-workflow v1.0 includes support for:**

- ESMValCore v2.9
- ESMValTool v2.9
- ESMValTool Tier 1 and Tier 2 recipes with live status update available [here](https://github.com/ACCESS-NRI/ESMValTool-workflow).
- Data Pool of ESMValTool Tier 1 and Tier 2 observation datasets via the [ACCESS-NRI Replicated Datasets for Climate Model Evaluation](https://geonetwork.nci.org.au/geonetwork/srv/eng/catalog.search#/metadata/f7199_2480_5432_9703).
- Support for CMIP[5-6] data collections at NCI
- Native support of ERA5 monthly datasets.
- Nightly updates of the ESMValTool development container.

**ESMValTool-workflow v1.0 includes limited support for:**

- CMIP3 NCI data collections
- ERA5 daily datasets
- Tier 3 recipes

**ESMValTool-workflow v1.0 currently DOES NOT support:**

- Diagnostics written in Julia
- ARE (Jupyter, VDI)

# How to get started?

```bash
module use /g/data/xp65/public/modules
module load esmvaltool

```

We are providing a [series of videos to help you get started on NCI Gadi](https://www.youtube.com/playlist?list=PLFjfi2xLaFpJp59LvDc1upQsj_xzFlFLc).  
A quick guide is also available on the [ACCESS-Hive](https://access-hive.org.au/model_evaluation/model_evaluation_on_gadi/model_evaluation_on_gadi_esmvaltool/#what-is-esmvaltool).

We welcome contributions and feedback through the ACCESS-Hive forum. You can also request help through [support](https://forum.access-hive.org.au/t/access-help-and-support/908).

## Useful links

[ACCESS-NRI/ESMValTool-workflow github repository and recipes’ live status](https://github.com/ACCESS-NRI/ESMValTool-workflow)  
[ESMValTool Main Page](https://esmvaltool.org/)  
[ESMValTool Documentation](https://docs.esmvaltool.org/en/latest/)  
[ESMValTool Tutorial](https://tutorial.esmvaltool.org/)  
[ESMValGroup Github Organisation](https://github.com/ESMValGroup/ESMValTool)  
[ESMValTool Reference papers](https://esmvaltool.org/references/)

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**Author:** ![rbeucher](https://sea2.discourse-cdn.com/flex020/user_avatar/forum.access-hive.org.au/rbeucher/32/11_2.png) [@rbeucher](https://forum.access-hive.org.au/u/rbeucher)\
**Post date:** [17 November 2023 00:45 UTC](https://forum.access-hive.org.au/t/esmvaltool-workflow-releases/1599/2 "2023-11-17T00:45:00Z")

</div>

Closed on 17 November 2023 00:45 UTC



---

<div class="post-metadata">

**Author:** ![rbeucher](https://sea2.discourse-cdn.com/flex020/user_avatar/forum.access-hive.org.au/rbeucher/32/11_2.png) [@rbeucher](https://forum.access-hive.org.au/u/rbeucher)\
**Post date:** [17 November 2023 00:47 UTC](https://forum.access-hive.org.au/t/esmvaltool-workflow-releases/1599/3 "2023-11-17T00:47:36Z")

</div>

Opened on 17 November 2023 00:47 UTC



---

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**Author:** ![rbeucher](https://sea2.discourse-cdn.com/flex020/user_avatar/forum.access-hive.org.au/rbeucher/32/11_2.png) [@rbeucher](https://forum.access-hive.org.au/u/rbeucher)\
**Post date:** [17 November 2023 00:49 UTC](https://forum.access-hive.org.au/t/esmvaltool-workflow-releases/1599/4 "2023-11-17T00:49:37Z")

</div>

Do not forget to check the videos!!

[ESMValTool Training Series](https://www.youtube.com/playlist?list=PLFjfi2xLaFpJp59LvDc1upQsj_xzFlFLc)

---

<div class="post-metadata">

**Author:** ![rbeucher](https://sea2.discourse-cdn.com/flex020/user_avatar/forum.access-hive.org.au/rbeucher/32/11_2.png) [@rbeucher](https://forum.access-hive.org.au/u/rbeucher)\
**Post date:** [17 November 2023 00:49 UTC](https://forum.access-hive.org.au/t/esmvaltool-workflow-releases/1599/5 "2023-11-17T00:49:43Z")

</div>

Closed on 17 November 2023 00:49 UTC



---

<div class="post-metadata">

**Author:** ![jasmeen\_kaur](https://sea2.discourse-cdn.com/flex020/user_avatar/forum.access-hive.org.au/jasmeen_kaur/32/4421_2.png) [@jasmeen\_kaur](https://forum.access-hive.org.au/u/jasmeen_kaur)\
**Post date:** [27 November 2023 05:09 UTC](https://forum.access-hive.org.au/t/esmvaltool-workflow-releases/1599/6 "2023-11-27T05:09:13Z")

</div>

## Drop-in Session for ESMValTool Workflow - Registrations are now open!!

2023-12-07T23:00:00Z→2023-12-08T00:00:00Z

The ACCESS-NRI [Modelling Evaluation and Diagnostic Team (MED)](https://www.access-nri.org.au/model-evaluation-and-diagnostics-med-team/) is running a Drop-in session for the [recently released ESMValTool workflow](https://www.access-nri.org.au/access-nri-releases-two-model-evaluation-workflows-for-the-esmvaltool-and-ilamb-tools/).

**What to expect?**

These casual and interactive sessions will start with an overview of the recently released ESMVal workflow (10-15 min). The remainder of the session will be used for informal Q&A and to assist individuals with any specific technical issues. Please join us with your questions and any feedback you may have about the ESMValtool (or workflow).

**Who should attend?**

While all levels of ESMValTool experience are welcome, this initial drop-in session is best suited to new (beginner) users. Additional training for more advanced users will be run in Feb. 2024 (TBC).

**Event registration link**  
Registrations for the event are now open! This event will be hosted online, please check the following event page for the information you need:

> **[ESMVal-workflow Drop-in Session](https://www.eventbrite.com/e/esmval-workflow-drop-in-session-tickets-763640728977)**
>
> Join our online drop-in session for a casual and interactive ESMVal Tool training on 8th December 2023 at 10:00 AM AEDT!

---

<div class="post-metadata">

**Author:** ![Flick.Chun](https://sea2.discourse-cdn.com/flex020/user_avatar/forum.access-hive.org.au/flick.chun/32/2295_2.png) [@Flick.Chun](https://forum.access-hive.org.au/u/Flick.Chun)\
**Post date:** [8 December 2023 00:38 UTC](https://forum.access-hive.org.au/t/esmvaltool-workflow-releases/1599/7 "2023-12-08T00:38:47Z")

</div>

### Getting the config user file

` esmvaltool config get-config-user` will copy to `.esmvaltool/ ` folder in your home directory.

Use the `–path=<folder>/` if you want to copy the file to another location.

If the file already exists it won’t copy and get the message, see below, I then deleted so it could copy:

 ![image](https://us1.discourse-cdn.com/flex020/uploads/access1/original/2X/6/6ef3b0de01d1b8aa16228917221c5f57ce5a678b.png)

---

<div class="post-metadata">

**Author:** ![rbeucher](https://sea2.discourse-cdn.com/flex020/user_avatar/forum.access-hive.org.au/rbeucher/32/11_2.png) [@rbeucher](https://forum.access-hive.org.au/u/rbeucher)\
**Post date:** [20 December 2023 21:50 UTC](https://forum.access-hive.org.au/t/esmvaltool-workflow-releases/1599/8 "2023-12-20T21:50:27Z")

</div>

## ESMValTool v2.10.0 released and available on NCI-Gadi

New versions of the ESMValTool (v2.10.0) and ESMValCore (v2.10.0) have just been released and are now available on GADI.

(Version 2.9 can still be used by running the `esmvaltool_2.9` command)

- [https://github.com/ESMValGroup/ESMValTool/releases/tag/v2.10.0](https://aus01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fgithub.com%2FESMValGroup%2FESMValTool%2Freleases%2Ftag%2Fv2.10.0&data=05%7C02%7Cromain.beucher%40anu.edu.au%7Cf6f948d7c354450d799708dc014bf1f5%7Ce37d725cab5c46249ae5f0533e486437%7C0%7C0%7C638386672943452382%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=99ajCYQgAwJDch%2Fhrd7Rjy%2FDkJDhnMeDk39moQl%2B2p8%3D&reserved=0)
- [https://github.com/ESMValGroup/ESMValCore/releases/tag/v2.10.0](https://aus01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fgithub.com%2FESMValGroup%2FESMValCore%2Freleases%2Ftag%2Fv2.10.0&data=05%7C02%7Cromain.beucher%40anu.edu.au%7Cf6f948d7c354450d799708dc014bf1f5%7Ce37d725cab5c46249ae5f0533e486437%7C0%7C0%7C638386672943452382%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=nUArPJ5SvelxmkzSZsrlb88Y2%2FLSNrVbfdUtqpeiJ48%3D&reserved=0)

These versions are available, as usual, on GitHub, conda-forge, PyPI and as containers.

Please refer to the Changelogs for an overview of the latest changes and additions:

- [https://docs.esmvaltool.org/en/latest/changelog.html#v2-10-0](https://aus01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fdocs.esmvaltool.org%2Fen%2Flatest%2Fchangelog.html%23v2-10-0&data=05%7C02%7Cromain.beucher%40anu.edu.au%7Cf6f948d7c354450d799708dc014bf1f5%7Ce37d725cab5c46249ae5f0533e486437%7C0%7C0%7C638386672943452382%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=9gDhcTzYvRwZ%2FfRceYQq6sia8rhhQV%2BMOiUYjGiU6hg%3D&reserved=0)
- [https://docs.esmvaltool.org/projects/esmvalcore/en/latest/changelog.html#v2-10-0](https://aus01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fdocs.esmvaltool.org%2Fprojects%2Fesmvalcore%2Fen%2Flatest%2Fchangelog.html%23v2-10-0&data=05%7C02%7Cromain.beucher%40anu.edu.au%7Cf6f948d7c354450d799708dc014bf1f5%7Ce37d725cab5c46249ae5f0533e486437%7C0%7C0%7C638386672943452382%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=DzKsloGxLgsYYxO8iKRvO4EMfMq%2Fh5oMLpZSaIwJJzQ%3D&reserved=0)

* * *

### Highlights:

#### ESMValCore:

- All **statistics preprocessors support the same operators** and have a common [documentation](https://aus01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fdocs.esmvaltool.org%2Fprojects%2FESMValCore%2Fen%2Flatest%2Frecipe%2Fpreprocessor.html%23stat-preprocs&data=05%7C02%7Cromain.beucher%40anu.edu.au%7Cf6f948d7c354450d799708dc014bf1f5%7Ce37d725cab5c46249ae5f0533e486437%7C0%7C0%7C638386672943452382%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=XXjjgXM8K3N%2FrQ%2BGqgAy2z9RN8Bf%2FzfewfmpZTd9%2Fnc%3D&reserved=0). In addition, arbitrary keyword arguments for the statistical operation can be directly given to the preprocessor.
- The **output webpage** generated by the tool now looks better and provides methods to select and filter the output.
- **Improved computational efficiency**

#### ESMValTool:

- Added a **realistic IPCC example recipe** that reproduces figure 9.3 from AR6. It computes the mean sea-surface temperature anomaly between 1850-2100 over all available CMIP6 models. See the [recipe documentation](https://aus01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fdocs.esmvaltool.org%2Fen%2Flatest%2Frecipes%2Frecipe_examples.html%23recipe-examples&data=05%7C02%7Cromain.beucher%40anu.edu.au%7Cf6f948d7c354450d799708dc014bf1f5%7Ce37d725cab5c46249ae5f0533e486437%7C0%7C0%7C638386672943452382%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=g%2Fega8jID4oP8My6wyLU9GmsA1RnXTqbobvOm6aVDWU%3D&reserved=0) or read the [blog post](https://aus01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fblog.esciencecenter.nl%2Feasy-ipcc-powered-by-esmvalcore-19a0b6366ea7&data=05%7C02%7Cromain.beucher%40anu.edu.au%7Cf6f948d7c354450d799708dc014bf1f5%7Ce37d725cab5c46249ae5f0533e486437%7C0%7C0%7C638386672943608062%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=lFmxpG7C1Js2sZZE8%2F%2FMGTG7WqP1aX%2FpxnNbswDCxiw%3D&reserved=0) for more information.
- Added **more plot types to monitoring diagnostic** : Hovmoeller Z vs. time, Hovmoeller time vs latlon, variable vs. latitude are now available. See the [recipe documentation](https://aus01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fdocs.esmvaltool.org%2Fen%2Flatest%2Frecipes%2Frecipe_examples.html%23recipe-examples&data=05%7C02%7Cromain.beucher%40anu.edu.au%7Cf6f948d7c354450d799708dc014bf1f5%7Ce37d725cab5c46249ae5f0533e486437%7C0%7C0%7C638386672943608062%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=udj%2B%2Bt7xZJwmwoccVP5khdHrG7a9teL4QbI0Vlfzk%2Bo%3D&reserved=0) for more information.
- Many recipes now have **up-to-date obs4MIPs dataset names** so required data can automatically be downloaded from ESGF.

---

<div class="post-metadata">

**Author:** ![rbeucher](https://sea2.discourse-cdn.com/flex020/user_avatar/forum.access-hive.org.au/rbeucher/32/11_2.png) [@rbeucher](https://forum.access-hive.org.au/u/rbeucher)\
**Post date:** [14 February 2024 05:05 UTC](https://forum.access-hive.org.au/t/esmvaltool-workflow-releases/1599/9 "2024-02-14T05:05:49Z")

</div>

Opened on 14 February 2024 05:05 UTC



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**Author:** ![rbeucher](https://sea2.discourse-cdn.com/flex020/user_avatar/forum.access-hive.org.au/rbeucher/32/11_2.png) [@rbeucher](https://forum.access-hive.org.au/u/rbeucher)\
**Post date:** [14 February 2024 05:06 UTC](https://forum.access-hive.org.au/t/esmvaltool-workflow-releases/1599/10 "2024-02-14T05:06:34Z")

</div>

### New Dataset Release: ESMValTool Observation Datasets

Just adding the official NCI announcement for the records:

7 February at 11:03 AM

Dear ct11 data users,

We are pleased to announce a new release as part of the Australian Earth-System Simulator National Research Infrastructure (ACCESS-NRI) Replicated Datasets. The new release represents a replica of the ESMValTool Observation Datasets (Tier 1 and Tier 2). Detailed guidance is available via the [ESMValTool documentation](https://aus01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fdocs.esmvaltool.org%2Fen%2Flatest%2Finput.html%23supported-datasets-for-which-a-cmorizer-script-is-available&data=05%7C02%7Cromain.beucher%40anu.edu.au%7Cbb4d8dcabd2c43969dce08dc27703f6d%7Ce37d725cab5c46249ae5f0533e486437%7C0%7C0%7C638428610262812818%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C0%7C%7C%7C&sdata=NDrH2LkksJJC6hCdKrHvlO23nhNrfaeu6dTi9tGrH94%3D&reserved=0).

Please see the NCI Data Catalogue for further information: [https://geonetwork.nci.org.au/geonetwork/srv/eng/catalog.search#/metadata/f0550\_0998\_4567\_4139](https://aus01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fgeonetwork.nci.org.au%2Fgeonetwork%2Fsrv%2Feng%2Fcatalog.search%23%2Fmetadata%2Ff0550_0998_4567_4139&data=05%7C02%7Cromain.beucher%40anu.edu.au%7Cbb4d8dcabd2c43969dce08dc27703f6d%7Ce37d725cab5c46249ae5f0533e486437%7C0%7C0%7C638428610262820242%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C0%7C%7C%7C&sdata=qx%2Fs2vobUNewRJ6CjDlicjiOx%2FmVc2HB25bR8Df50R4%3D&reserved=0)

Users can register for file-system access through MyNCI User Portal at: [https://my.nci.org.au/mancini/project/ct11/join](https://aus01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fmy.nci.org.au%2Fmancini%2Fproject%2Fct11%2Fjoin&data=05%7C02%7Cromain.beucher%40anu.edu.au%7Cbb4d8dcabd2c43969dce08dc27703f6d%7Ce37d725cab5c46249ae5f0533e486437%7C0%7C0%7C638428610262829749%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C0%7C%7C%7C&sdata=bghnHe0X1EcuyNT%2FL4%2BKhNOqk%2FzWBw23esDw9ySUvLU%3D&reserved=0)

For any questions, please contact [help@nci.org.au](mailto:help@nci.org.au).

Regards,  
NCI Data Collections

---

<div class="post-metadata">

**Author:** ![rbeucher](https://sea2.discourse-cdn.com/flex020/user_avatar/forum.access-hive.org.au/rbeucher/32/11_2.png) [@rbeucher](https://forum.access-hive.org.au/u/rbeucher)\
**Post date:** [14 February 2024 05:06 UTC](https://forum.access-hive.org.au/t/esmvaltool-workflow-releases/1599/11 "2024-02-14T05:06:40Z")

</div>

Closed on 14 February 2024 05:06 UTC



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<div class="post-metadata">

**Author:** ![Flick.Chun](https://sea2.discourse-cdn.com/flex020/user_avatar/forum.access-hive.org.au/flick.chun/32/2295_2.png) [@Flick.Chun](https://forum.access-hive.org.au/u/Flick.Chun)\
**Post date:** [27 February 2024 01:46 UTC](https://forum.access-hive.org.au/t/esmvaltool-workflow-releases/1599/12 "2024-02-27T01:46:31Z")

</div>

## New dataset: Australian Gridded Climate Data (AGCD) added to ESMValTool ct11 collection

_AGCD version 2 is the Bureau of Meteorology’s official dataset for climate analyses covering analysis of monthly rainfall.  
Time coverage: Site-based data are used to provide gridded climate data at the monthly timescale for rainfall (1900+).  
For more information see [NCI record](https://dx.doi.org/10.25914/6009600304b02)_

AGCD is an ESMValTool Tier 2 dataset.  
To add to recipe:  
`- {project: OBS6, dataset: AGCD, mip: Amon, tier: 2, type: ground, version: v2-0-1}`

Any questions and support please use this forum and post a topic.

---

<div class="post-metadata">

**Author:** ![rbeucher](https://sea2.discourse-cdn.com/flex020/user_avatar/forum.access-hive.org.au/rbeucher/32/11_2.png) [@rbeucher](https://forum.access-hive.org.au/u/rbeucher)\
**Post date:** [25 August 2024 01:50 UTC](https://forum.access-hive.org.au/t/esmvaltool-workflow-releases/1599/13 "2024-08-25T01:50:03Z")

</div>

🚀 Release: 1.2.0

_ESMValTool-workflow_ is the ACCESS-NRI software and data infrastructure that enables the ESMValTool evaluation framework on NCI Gadi. It includes the [ESMValTool](https://github.com/ESMValGroup/ESMValTool)/[ESMValCore](https://github.com/ESMValGroup/ESMValCore) Python packages, the [ESMValTool collection of recipes and diagnostics](https://docs.esmvaltool.org/en/latest/recipes/index.html) and some [observational datasets](https://geonetwork.nci.org.au/geonetwork/srv/eng/catalog.search#/metadata/f0550_0998_4567_4139). _ESMValTool-workflow_ is configured to use the existing NCI supported CMIP data collections

The ESMValTool-workflow v1.2 has now been released! This version includes and introduces several exciting new features:

✅ ESMValCore v2.11.0  
✅ ESMValTool v2.11.0  
✅ Added support for ACCESS-ESM raw atmospheric variables via the ACCESS Live CMORiser.  
✅ Full support for ERA5 data, including the ERA5 daily dataset released in the ACCESS-NRI replica collection for model evaluation. [Explore the dataset here](https://geonetwork.nci.org.au/geonetwork/srv/eng/catalog.search#/metadata/f7199_2480_5432_9703).  
✅ General improvements and bug fixes.

Please share your feedback on our [forum](https://forum.access-hive.org.au/) or GitHub so we can continue to improve ESMValTool-workflow for you.

Get started with the latest version by referring to the [User Guide](https://access-hive.org.au/model_evaluation/evaluation_on_gadi/esmvaltool_workflow/). For more details, check out the [ESMValCore/ ESMValTool release note](https://docs.esmvaltool.org/en/latest/changelog.html#v2-11-0)

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<div class="post-metadata">

**Author:** ![rbeucher](https://sea2.discourse-cdn.com/flex020/user_avatar/forum.access-hive.org.au/rbeucher/32/11_2.png) [@rbeucher](https://forum.access-hive.org.au/u/rbeucher)\
**Post date:** [2 April 2025 03:34 UTC](https://forum.access-hive.org.au/t/esmvaltool-workflow-releases/1599/14 "2025-04-02T03:34:51Z")

</div>

🚀 Release: 1.3.0

_ESMValTool-workflow_ is the ACCESS-NRI software and data infrastructure that enables the ESMValTool evaluation framework on NCI Gadi. It includes the [ESMValTool](https://github.com/ESMValGroup/ESMValTool)/[ESMValCore](https://github.com/ESMValGroup/ESMValCore) Python packages, the [ESMValTool collection of recipes and diagnostics](https://docs.esmvaltool.org/en/latest/recipes/index.html) and some [observational datasets](https://geonetwork.nci.org.au/geonetwork/srv/eng/catalog.search#/metadata/f0550_0998_4567_4139). _ESMValTool-workflow_ is configured to use the existing NCI supported CMIP data collections

The ESMValTool-workflow v1.3.0 has now been released! This version includes and introduces several exciting new features:

✅ ESMValCore v2.12.0  
✅ ESMValTool v2.12.0  
✅ Added support for ACCESS-ESM raw oceanic variables via the ACCESS Live CMORiser.  
✅ Added support for TropFlux data @rbeucher  
✅ Added support for NCEP2 data (pr, tauu, tauv, tos) @Max  
✅ Added support for CMAP data (pr) @Max  
✅ Improve support for NSIDC data @Flick.Chun  
✅ General improvements and bug fixes.

Please share your feedback on our [forum](https://forum.access-hive.org.au/) or GitHub so we can continue to improve ESMValTool-workflow for you.

Get started with the latest version by referring to the [User Guide](https://access-hive.org.au/model_evaluation/evaluation_on_gadi/esmvaltool_workflow/). For more details, check out the [ESMValCore/ ESMValTool release note](https://docs.esmvaltool.org/en/latest/changelog.html#v2-12-0)

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<div class="post-metadata">

**Author:** ![rbeucher](https://sea2.discourse-cdn.com/flex020/user_avatar/forum.access-hive.org.au/rbeucher/32/11_2.png) [@rbeucher](https://forum.access-hive.org.au/u/rbeucher)\
**Post date:** [28 October 2025 01:50 UTC](https://forum.access-hive.org.au/t/esmvaltool-workflow-releases/1599/15 "2025-10-28T01:50:40Z")

</div>

🚀 **Release: 1.4.0**

**ESMValTool-workflow** is the ACCESS-NRI software and data infrastructure that enables the ESMValTool evaluation framework on NCI Gadi. It includes the ESMValTool/ESMValCore Python packages, the ESMValTool collection of recipes and diagnostics, and a curated set of observational datasets. ESMValTool-workflow is configured to use the existing NCI-supported CMIP data collections.

> 🧰 **ESMValTool v2.13 and ESMValCore v2.13 are now available via the NCI module system from `conda/analysis3-25.10` onward.**  
> To use them, run:
> 
> ```bash
> module use /g/data/xp65/public/modules  
> module load conda/analysis3-25.10 # or conda/analysis3-latest
> 
> ```

The **ESMValTool-workflow v1.4** has now been released! This version includes several exciting updates and improvements:

✅ **ESMValCore v2.13.0**  
✅ **ESMValTool v2.13.0**

### 🔍 Highlights from ESMValTool v2.13.0

This release marks the **first official support for the CMIP Rapid Evaluation Framework (REF)**, with a constellation of updated and new CMORizers and diagnostics:

**CMORizers:**

- Updated **ESACCI-OZONE** CMORizer
- New **ESACCI-SEAICE** CMORizer
- Updated **OSI-450 (OSISAF/CCI)** CMORizer

**Diagnostics:**

- Seasonal cycle and time series of Arctic/Antarctic sea ice area
- Zero Emissions Commitment (ZEC)
- Cloud radiative effects
- Transient Climate Response to Emissions (TCRE)
- ENSO metrics
- 2D histograms and scatterplots for clouds
- Regional historical changes
- Evaluation of climate variables at global warming levels
- Sea surface temperature bias (IPCC AR6 Ch3 Fig. 3.24)
- Climate drivers for fire
- Rate of sea ice area loss per degree of warming
- Ozone metrics and climatology

📌 **Julia support has been deprecated** in this release.

### 🇦🇺 ACCESS-NRI Specific Updates

✅ Added support for **Tier 3 observational datasets** , now available via project `av17`.  
NCI users can request access to the project here: [Log in | MyNCI](https://my.nci.org.au/mancini/project/av17)  
Explore the list of available [Tier 3 datasets](https://github.com/ACCESS-NRI/ESMValTool-workflow/blob/main/observations/Tier3_observations.md)

* * *

Please share your feedback on our forum or GitHub so we can continue to improve ESMValTool-workflow for you.

Get started with the latest version by referring to the User Guide. For more details, check out the ESMValCore / ESMValTool release notes.
