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Demo 9b sea-ice data explore notebook update #1054

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clean up
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lee1043 committed Feb 9, 2024
commit 2242d4cd81015855d26de3594d8d6e239c9a016a
30 changes: 17 additions & 13 deletions doc/jupyter/Demo/Demo_9b_seaIce_data_explore.ipynb
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"cell_type": "markdown",
"metadata": {},
"source": [
"<a class=\"anchor\" id=\"top\"></a>\n",
"\n",
"**Summary** \n",
"\n",
"In this notebook, we are going to explore the dataset used for the [PMP Sea Ice demo notebook](Demo_9_seaIceExtent_ivanova.ipynb). Let's explore the sea ice data for fun!\n",
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"\n",
"---\n",
"\n",
"**Table of Contents** <a class=\"anchor\" id=\"toc\"></a>\n",
"**Table of Contents**\n",
"\n",
"Note: Links to the sections work best when viewing this notebook via [nbviewer](https://nbviewer.org/github/PCMDI/pcmdi_metrics/blob/main/doc/jupyter/Demo/Demo_9b_seaIce_data_explore.ipynb).\n",
"- [1. Environment setup](Demo_9b_seaIce_data_explore.ipynb#env)\n",
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"### 2.1 Load data <a class=\"anchor\" id=\"model_load\"></a>\n",
"\n",
"#### 2.1.1 Open dataset <a class=\"anchor\" id=\"model_open_ds\"></a>\n",
"\n",
"<div align=right>\n",
"<a href=Demo_9b_seaIce_data_explore.ipynb#toc>Go back to Table of Contents</a>\n",
"<a href=Demo_9b_seaIce_data_explore.ipynb#top>Go back to Top</a>\n",
"</div>\n",
"\n",
"\n",
"This demo uses one of the numerous CMIP6 models -- E3SM-1-0. The Sea-Ice Area Percentage (Ocean Grid; 'siconc') and Grid-Cell Area for Ocean Variables ('areacello') variables are needed and can be found in the directories listed below. In addition, six other models are available that can augment the analyses in this demo:\n",
"```\n",
"/p/user_pub/pmp/demo/sea-ice/links_siconc\n",
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"##### a. Quick look\n",
"\n",
"<div align=right>\n",
"<a href=Demo_9b_seaIce_data_explore.ipynb#toc>Go back to Table of Contents</a>\n",
"<a href=Demo_9b_seaIce_data_explore.ipynb#top>Go back to Top</a>\n",
"</div>"
]
},
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"- Example mapping scripts are adapted and revised from https://docs.xarray.dev/en/latest/user-guide/plotting.html#maps.\n",
"\n",
"<div align=right>\n",
"<a href=Demo_9b_seaIce_data_explore.ipynb#toc>Go back to Table of Contents</a>\n",
"<a href=Demo_9b_seaIce_data_explore.ipynb#top>Go back to Top</a>\n",
"</div>"
]
},
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"Arctic:\n",
"\n",
"<div align=right>\n",
"<a href=Demo_9b_seaIce_data_explore.ipynb#toc>Go back to Table of Contents</a>\n",
"<a href=Demo_9b_seaIce_data_explore.ipynb#top>Go back to Top</a>\n",
"</div>"
]
},
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"### 2.2 Sea ice extent <a class=\"anchor\" id=\"model_sie\"></a>\n",
"\n",
"<div align=right>\n",
"<a href=Demo_9b_seaIce_data_explore.ipynb#toc>Go back to Table of Contents</a>\n",
"<a href=Demo_9b_seaIce_data_explore.ipynb#top>Go back to Top</a>\n",
"</div>"
]
},
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"#### 3.1.1 Open Reference Dataset for Arctic <a class=\"anchor\" id=\"obs_open_ds1\"></a>\n",
"\n",
"<div align=right>\n",
"<a href=Demo_9b_seaIce_data_explore.ipynb#toc>Go back to Table of Contents</a>\n",
"<a href=Demo_9b_seaIce_data_explore.ipynb#top>Go back to Top</a>\n",
"</div>"
]
},
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"#### 3.1.2 Open Reference Dataset for Antartica <a class=\"anchor\" id=\"obs_open_ds2\"></a>\n",
"\n",
"<div align=right>\n",
"<a href=Demo_9b_seaIce_data_explore.ipynb#toc>Go back to Table of Contents</a>\n",
"<a href=Demo_9b_seaIce_data_explore.ipynb#top>Go back to Top</a>\n",
"</div>"
]
},
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"### 3.2 Sea ice extent <a class=\"anchor\" id=\"obs_sie\"></a>\n",
"\n",
"<div align=right>\n",
"<a href=Demo_9b_seaIce_data_explore.ipynb#toc>Go back to Table of Contents</a>\n",
"<a href=Demo_9b_seaIce_data_explore.ipynb#top>Go back to Top</a>\n",
"</div>"
]
},
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"We will use [xCDAT](https://xcdat.readthedocs.io)'s [`temporal.climatology`](https://xcdat.readthedocs.io/en/latest/generated/xarray.Dataset.temporal.climatology.html) function to calculate the monthly climatology field. \n",
"\n",
"<div align=right>\n",
"<a href=Demo_9b_seaIce_data_explore.ipynb#toc>Go back to Table of Contents</a>\n",
"<a href=Demo_9b_seaIce_data_explore.ipynb#top>Go back to Top</a>\n",
"</div>"
]
},
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"### 5.1 Mean Square Error (Annual Mean) <a class=\"anchor\" id=\"mse\"></a>\n",
"\n",
"<div align=right>\n",
"<a href=Demo_9b_seaIce_data_explore.ipynb#toc>Go back to Table of Contents</a>\n",
"<a href=Demo_9b_seaIce_data_explore.ipynb#top>Go back to Top</a>\n",
"</div>"
]
},
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"### 5.2 Temporal Mean Square Error (Annual Cycle) <a class=\"anchor\" id=\"tmse\"></a>\n",
"\n",
"<div align=right>\n",
"<a href=Demo_9b_seaIce_data_explore.ipynb#toc>Go back to Table of Contents</a>\n",
"<a href=Demo_9b_seaIce_data_explore.ipynb#top>Go back to Top</a>\n",
"</div>"
]
},
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"metadata": {},
"source": [
"<div align=right>\n",
"<a href=Demo_9b_seaIce_data_explore.ipynb#toc>Go back to Table of Contents</a>\n",
"<a href=Demo_9b_seaIce_data_explore.ipynb#top>Go back to Top</a>\n",
"</div>"
]
}
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