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27 changes: 22 additions & 5 deletions docs/model_evaluation/data/cryosphere_datapool.md
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# Cryosphere Community Datapool
# Cryosphere Community Datapool (CCD)
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Would it be good to also change the title in the menu at the right?
In that case the mkdocs.yml nav entry should be changed.


## About
The Cryosphere Community Datapool (CCD) is a joint project between ACCESS-NRI and the [Cryospheric Sciences Working Group (CSWG)](https://forum.access-hive.org.au/c/cryosphere/34). The CCD has been designed as an open-access and freely available cryospheric data resource for the community, and houses a variety of datasets commonly used to parameterise ice sheet models. Datasets are currently grouped into the following categories:

Expand All @@ -20,19 +21,32 @@ The Cryosphere Community Datapool (CCD) is a joint project between ACCESS-NRI an
## Prerequisites

- **NCI Account**

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- **NCI Account**
- **NCI Account**<br>

To access the CCD, you need to [Set Up your NCI Account](https://docs.access-hive.org.au/getting_started/set_up_nci_account).

- **Join NCI projects**

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- **Join NCI projects**
- **Join NCI projects**<br>

Join the following projects by requesting membership on their respective NCI project pages:

- [av17](https://my.nci.org.au/mancini/project/av17/join)
- [cm45](https://my.nci.org.au/mancini/project/cm45/join)

## CCD Python API `ccdtools`
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## CCD Python API `ccdtools`
## ccdtools (CCD Python API)

**ccdtools** is the open-source Python CCD interface developed by ACCESS-NRI that provides seamless access to the data located within the CCD from with your Python workflows and scripts. The **ccdtools** library offers an intuitive interface for discovering, accessing, and analysing diverse data sources including satellite observations, in-situ measurements, and model outputs. The package features a powerful dataset catalog system, enabling users to efficiently retrieve and work with data commonly used for ice sheet modelling, climate analysis, and cryospheric studies.
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**ccdtools** is the open-source Python CCD interface developed by ACCESS-NRI that provides seamless access to the data located within the CCD from with your Python workflows and scripts. The **ccdtools** library offers an intuitive interface for discovering, accessing, and analysing diverse data sources including satellite observations, in-situ measurements, and model outputs. The package features a powerful dataset catalog system, enabling users to efficiently retrieve and work with data commonly used for ice sheet modelling, climate analysis, and cryospheric studies.
_ccdtools_ is the open-source Python CCD interface developed by ACCESS-NRI that provides seamless access to the data located within the CCD from with your Python workflows and scripts. The _ccdtools_ library offers an intuitive interface for discovering, accessing, and analysing diverse data sources including satellite observations, in-situ measurements, and model outputs. The package features a powerful dataset catalog system, enabling users to efficiently retrieve and work with data commonly used for ice sheet modelling, climate analysis, and cryospheric studies.


To learn more about **ccdtools** and get started, please visit the [ccdtools documentation](https://ccdtools.readthedocs.io/latest/) or visit the [ccdtools Github repository](https://github.com/ACCESS-NRI/ccdtools) to get involved in the development!
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To learn more about **ccdtools** and get started, please visit the [ccdtools documentation](https://ccdtools.readthedocs.io/latest/) or visit the [ccdtools Github repository](https://github.com/ACCESS-NRI/ccdtools) to get involved in the development!
To learn more about _ccdtools_, refer to its [documentation](https://ccdtools.readthedocs.io/latest/).

Contribution information is in the following paragraph "How to contribute"



## How to contribute
The Cryosphere Community Datapool is always growing and evolving to meet the changing needs of the Australian cryosphere community, so if you have suggestions for additional datasets not listed above, please [create an Issue](https://github.com/ACCESS-NRI/ccdtools/issues) using the **New Dataset Request** template in the [ccdtools Github repository](https://github.com/ACCESS-NRI/ccdtools). For broader discussions around cryospheric data, please start a thread in the [Cryosphere Data Category](https://forum.access-hive.org.au/c/cryosphere/data) of the [ACCESS-Hive Forum](https://forum.access-hive.org.au/).


## Available data
The data listed in the following summary tables are hosted in the CCD and accessible directly on [_Gadi_](https://opus.nci.org.au/display/Help/0.+Welcome+to+Gadi#id-0.WelcometoGadi-Overview).

### Elevation and geometry data

### Elevation and geometry data
[Back to top](#cryosphere-community-datapool-ccd)
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A "Back to top" button shows up whenever you scroll up on the website, so I don't think there is the need to add other links for it.

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[Back to top](#cryosphere-community-datapool-ccd)

This relate to all instances in the page.


| Dataset name | Key variables | NCI _Gadi_ path | Source |
| :------------------------ | :------------ | :-------- |:------: |
Expand All @@ -54,6 +68,7 @@ The data listed in the following summary tables are hosted in the CCD and access


### Ice velocity data
[Back to top](#cryosphere-community-datapool-ccd)

| Dataset name | Key variables | NCI _Gadi_ path | Source |
| :------------------------ | :------------ | :-------- |:------: |
Expand All @@ -68,6 +83,7 @@ The data listed in the following summary tables are hosted in the CCD and access


### Geospatial data
[Back to top](#cryosphere-community-datapool-ccd)

| Dataset name | Key variables | NCI _Gadi_ path | Source |
| :------------------------ | :------------ | :-------- |:------: |
Expand All @@ -77,12 +93,14 @@ The data listed in the following summary tables are hosted in the CCD and access
| <b>MEaSUREs Antarctic Grounding Line from Differential Satellite Radar Interferometry, Version 2</b> | Grounding line | <pre><code>/g/data/av17/access-nri/cryosphere-data-pool/geospatial/measures_antarctic_grounding_line_from_differential_satellite_radar_interferometry/v2</code></pre> | [Source Link](https://nsidc.org/data/nsidc-0498/versions/2) |

### Basal forcing
[Back to top](#cryosphere-community-datapool-ccd)

| Dataset name | Key variables | NCI _Gadi_ path | Source |
| :------------------------ | :------------ | :-------- |:------: |
| <b>Antarctic Geothermal Heat Flow Model: Aq1, Version 1</b> | Geothermal Heat Flow | <pre><code>/g/data/av17/access-nri/cryosphere-data-pool/basal_forcing/antarctic_geothermal_heat_flow_model_aq1/v1</code></pre> | [Source Link](https://doi.pangaea.de/10.1594/PANGAEA.924857) |

### Surface forcing
[Back to top](#cryosphere-community-datapool-ccd)

| Dataset name | Key variables | NCI _Gadi_ path | Source |
| :------------------------ | :------------ | :-------- |:------: |
Expand All @@ -93,6 +111,7 @@ The data listed in the following summary tables are hosted in the CCD and access
The data listed in the following summary tables are currently hosted as part of the CCD on the [NCI Data Catalogue](https://geonetwork.nci.org.au/geonetwork/srv/eng/catalog.search#/metadata/f8457_7185_0011_6384).

#### ISMIP6 simulation data
[Back to top](#cryosphere-community-datapool-ccd)

| Dataset name | Description | NCI _Gadi_ path | Source |
| :------------------------ | :------------ | :--------: |:------: |
Expand All @@ -104,14 +123,12 @@ The data listed in the following summary tables are currently hosted as part of
| <b>ISMIP6 initMIP-Greenland simulations</b> <i>[Replica]</i> | This dataset contains the initMIP-Greenland model simulations from the Ice Sheet Model Intercomparison Project for CMIP6 (ISMIP6). As described in Nowicki et al. (2016) and Goelzer et al. (2019), the initMIP-Greenland experiments focus on ice sheet initialisation for the Greenland ice sheet and associated uncertainty in sea-level projections. | <pre><code>/g/data/cm45/access-nri/ismip6/ISMIP6-Initmip-GrIS/</code></pre> | [Source Link](https://theghub.org/resources/4746) |

#### ISMIP6 forcing data
[Back to top](#cryosphere-community-datapool-ccd)

| Dataset name | Description | NCI _Gadi_ path | Source |
| :------------------------ | :------------ | :--------: |:------: |
| <b>ISMIP6 21st Century Forcing Datasets</b> <i>[Replica]</i> | These datasets contain the 21st century atmospheric and oceanic forcing datasets used for Greenland and Antarctic standalone ice sheet model simulations as part of the Ice Sheet Model Intercomparison Project for CMIP6 (ISMIP6). | <pre><code>/g/data/cm45/access-nri/ismip6/ISMIP6-Forcing/</code></pre> | [Source Link](https://doi.org/10.5281/zenodo.11176009) |
| <b>ISMIP6 23rd Century Forcing Datasets</b> <i>[Replica]</i> | These datasets contain the ISMIP6 23rd century forcing data that focus on simulations of the Antarctic Ice Sheet (AIS) extended to year 2300. These simulations are based on CMIP5 and CMIP6 climate model outputs, and are a follow-on to the simulations to 2100. | <pre><code>/g/data/cm45/access-nri/ismip6/ISMIP6-Forcing-2300/</code></pre> | [Source Link](https://doi.org/10.5281/zenodo.13135571) |


## How to contribute
The Cryosphere Community Datapool is always growing and evolving to meet the changing needs of the Australian cryosphere community, so if you have suggestions for additional datasets not listed above, please [create an Issue](https://github.com/ACCESS-NRI/access-cryosphere-data-pool/issues) in the [CCD Github repository](https://github.com/ACCESS-NRI/access-cryosphere-data-pool). For broader discussions around cryospheric data, please start a thread in the [Cryosphere Data Category](https://forum.access-hive.org.au/c/cryosphere/data) of the [ACCESS-Hive Forum](https://forum.access-hive.org.au/).


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