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# Model Evaluation and Diagnostics (MED) | ||
# <div class="highlight-bg"> Model Evaluation and Diagnostics (MED) </div> | ||
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Model evaluation is about measuring how fit for purpose a particular model is. | ||
Model evaluation is about measuring how fit for purpose a particular model is. If you are new to model evaluation and diagnostics, we recommend you read our [Getting Started with MED page](./model_evaluation_getting_started/index.md). Here, we provide catalogs and pointers to [observational data](./model_evaluation_observational_catalogs.md) as well as [model data](./model_evaluation_model_catalogs/index.md) that can be used for evaluation. We provide [tools to process such data](./model_evaluation_data_processing.md) into a comparable format and a [gallery of recipes to evaluate](https://medportal.herokuapp.com/models/published) the formatted data. | ||
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If you are new to model evaluation and diagnostics, we recommend you read our [Getting Started with MED page](./model_evaluation_getting_started/index.md). | ||
## Getting Started | ||
<div class="card-container"> | ||
<a href="./model_evaluation_getting_started/access_to_gadi_at_nci.md" class="squared-card default-text-color"> | ||
<div class="squared-card-image"> | ||
<img src="..//assets/model_evaluation/Gadi-19-2.jpg" alt="Computing Access"></img> | ||
</div> | ||
<div class="squared-card-text bold">Computing Access</div> | ||
</a> | ||
<a href="./model_evaluation_getting_started/model_evaluation_getting_started.md" class="squared-card default-text-color"> | ||
<div class="squared-card-image"> | ||
<img src="../assets/model_evaluation/model_evaluation_conda.png" alt="MED Conda Environment"></img> | ||
</div> | ||
<div class="squared-card-text bold">MED Conda Environment</div> | ||
</a> | ||
<a href="./model_evaluation_getting_started/model_variables/index.md" class="squared-card default-text-color"> | ||
<div class="squared-card-image"> | ||
<img src="../assets/model_evaluation/model_evaluation_variables.png" alt="Model Variables"></img> | ||
</div> | ||
<div class="squared-card-text bold">Model Variables</div> | ||
</a> | ||
</div> | ||
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Here, we provide catalogs and pointers to [observational data](./model_evaluation_observational_catalogs.md) as well as [model data](./model_evaluation_model_catalogs/index.md) that can be used for evaluation. We provide [tools to process such data](./model_evaluation_data_processing.md) into a comparable format and a [gallery of recipes to evaluate](https://medportal.herokuapp.com/models/published) the formatted data. | ||
## Data Catalogs | ||
<div class="card-container"> | ||
<a href="./model_evaluation_observational_catalogs.md" class="squared-card default-text-color"> | ||
<div class="squared-card-image"> | ||
<img src="../assets/model_evaluation/model_evaluation_obs_catalog.jpg" alt="A picture of a seismograph recording seismic waves during an earthquake visualises the link to our Observational Data Catalog. Image credit: Wf Sihardian—EyeEm/Getty Images" title="Image credit: Wf Sihardian—EyeEm/Getty Images"></img> | ||
</div> | ||
<div class="squared-card-text bold">Observational Data Catalog</div> | ||
</a> | ||
<a href="./model_evaluation_model_catalogs/index.md" class="squared-card default-text-color"> | ||
<div class="squared-card-image"> | ||
<img src="../assets/model_evaluation/model_evaluation_model_catalog.jpg" alt="MED Conda Environment"></img> | ||
</div> | ||
<div class="squared-card-text bold">Model Data Catalog</div> | ||
</a> | ||
</div> | ||
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<!-- THIS NEEDS TO BE DONE --> | ||
## TBD: FRAMEWORKS AND RECIPES | ||
## Evaluation Tools | ||
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### Frameworks on Gadi | ||
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<div class="card-container"> | ||
<a href="./model_evaluation_getting_started/access_to_gadi_at_nci.md" class="squared-card default-text-color"> | ||
<div class="squared-card-image"> | ||
<img src="../assets/model_evaluation/logo_ilamb.png" alt="ILAMB"></img> | ||
</div> | ||
<div class="squared-card-text bold">ILAMB</div> | ||
</a> | ||
<a href="./model_evaluation_getting_started/model_evaluation_getting_started.md" class="squared-card default-text-color"> | ||
<div class="squared-card-image"> | ||
<img src="../assets/model_evaluation/logo_esmvaltool.png" alt="ESMValTool"></img> | ||
</div> | ||
<div class="squared-card-text bold">ESMValTool</div> | ||
</a> | ||
<a href="./model_evaluation_getting_started/model_variables/index.md" class="squared-card default-text-color"> | ||
<div class="squared-card-image"> | ||
<img src="../assets/model_evaluation/logo_pangeo.png" alt="Pangeo/COSIMA"></img> | ||
</div> | ||
<div class="squared-card-text bold">Pangeo/COSIMA</div> | ||
</a> | ||
</div> | ||
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### What is to come: Diagnostics, Recipe Gallery and more | ||
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{% include "call_contribute.md" %} | ||
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<div class="card-container"> | ||
<a href="./model_evaluation_getting_started/access_to_gadi_at_nci.md" class="squared-card default-text-color"> | ||
<div class="squared-card-image"> | ||
<img src="..//assets/model_evaluation/Gadi-19-2.jpg" alt="Computing Access"></img> | ||
</div> | ||
<div class="squared-card-text bold">Computing Access</div> | ||
</a> | ||
<a href="./model_evaluation_data_processing.md" class="squared-card default-text-color"> | ||
<div class="squared-card-image"> | ||
<img src="../assets/model_evaluation/model_evaluation_formatting.jpg" alt="A picture visualising the conversion of data in text columns into a useful python xarray data format. Image credit: https://support.solarwinds.com and https://i.stack.imgur.com/" title="Image credit: https://support.solarwinds.com and https://i.stack.imgur.com/"></img> | ||
</div> | ||
<div class="squared-card-text bold">Data Format Processing</div> | ||
</a> | ||
<a href="./model_evaluation_recipe_gallery.md" class="squared-card default-text-color"> | ||
<div class="squared-card-image"> | ||
<img src="../assets/model_evaluation/model_evaluation_recipe.jpg" alt="A code snippet from the COSIMA documented recipes. Image credit: https://github.com/COSIMA/cosima-recipes" title="Image credit: https://github.com/COSIMA/cosima-recipes"></img> | ||
</div> | ||
<div class="squared-card-text bold">Evaluation Recipe Gallery</div> | ||
</a> | ||
</div> | ||
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<!-- THIS NEEDS TO BE DONE | ||
## TBD: FRAMEWORKS AND RECIPES | ||
TBD: ILAMB, ESMVALTOOL, COSMIA -> Pangeo (extended COSIMA) | ||
## TBD: COMMUNITY MED | ||
TBD: Mention Community MED in our curated MED | ||
<!-- THIS NEEDS TO BE DONE --> | ||
## TBD: CMORisation | ||
TBD: Raw data vs. curated data: CMORized vs. not! What does CMORized actually mean (look at ESMValTool documentation)? | ||
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TBD: Add APP4 to navigation (replace **Model Format Processing**?) | ||
TBD: Tools to check if data is CMOR-compliant (raise issue) | ||
TBD: Discuss with Dougie: How can we identify what is CMORized and what is not? | ||
<!-- THIS NEEDS TO BE DONE --> | ||
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<table class="center"> | ||
<tr> | ||
<td width="24%"> | ||
<div align='center' width="100%" ><a href="./model_evaluation_observational_catalogs.md"><img align="center" width="90%" src="../assets/model_evaluation/model_evaluation_obs_catalog.jpg" alt="A picture of a seismograph recording seismic waves during an earthquake visualises the link to our Observational Data Catalog. Image credit: Wf Sihardian—EyeEm/Getty Images" title="Image credit: Wf Sihardian—EyeEm/Getty Images">Observational Data Catalog</img></a> | ||
</td> | ||
<td width="24%"> | ||
<div align='center' width="100%" ><a href="./model_evaluation_model_catalogs/index.md"><img align="center" width="90%" src="../assets/model_evaluation/model_evaluation_model_catalog.jpg" alt="" >Model Data Catalog</img></a> | ||
</td> | ||
<td width="24%"> | ||
<div align='center' width="100%" ><a href="./model_evaluation_data_processing.md"><img align="center" width="90%" src="../assets/model_evaluation/model_evaluation_formatting.jpg" alt="A picture visualising the conversion of data in text columns into a useful python xarray data format. Image credit: https://support.solarwinds.com and https://i.stack.imgur.com/" title="Image credit: https://support.solarwinds.com and https://i.stack.imgur.com/">Data Format Processing</img></a> | ||
</td> | ||
<td width="24%"> | ||
<div align='center' width="100%" ><a href="./model_evaluation_recipe_gallery.md"><img align="center" width="90%" src="../assets/model_evaluation/model_evaluation_recipe.jpg" alt="A code snippet from the COSIMA documented recipes. Image credit: https://github.com/COSIMA/cosima-recipes" title="Image credit: https://github.com/COSIMA/cosima-recipes">Evaluation Recipe Gallery</img></a> | ||
</td> | ||
</tr> | ||
</table> | ||
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Our vision: PLACEHOLDER FOR OUTCOME OF STAFF RETREAT | ||
--> |
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