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

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merged 8 commits into from
Feb 9, 2024
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Demo 9b sea-ice data explore notebook update #1054

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20848ef
add more data plot for visualizing time evolution, add table of conte…
lee1043 Feb 9, 2024
3bacdd2
to test bookmark anchor in github rendering and nbviewer
lee1043 Feb 9, 2024
19ed091
add anchor for table of contents and link to go back to the TOC
lee1043 Feb 9, 2024
0ce78d1
clean up
lee1043 Feb 9, 2024
ba0d996
clean up warning messages by using p.axs instead of p.axes that is de…
lee1043 Feb 9, 2024
464dd81
clean up
lee1043 Feb 9, 2024
2242d4c
clean up
lee1043 Feb 9, 2024
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clean up
lee1043 Feb 9, 2024
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add anchor for table of contents and link to go back to the TOC
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@lee1043
lee1043 committed Feb 9, 2024
commit 19ed0913dc1372d44376dbcb1cb04af03d3d7838
41 changes: 40 additions & 1 deletion doc/jupyter/Demo/Demo_9b_seaIce_data_explore.ipynb
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Expand Up @@ -56,8 +56,11 @@
"\n",
"**Notebook Authors**: Jiwoo Lee, Ana Ordonez, Paul Durack, Peter Gleckler ([PCMDI](https://pcmdi.llnl.gov/), [Lawrence Livermore National Laboratory](https://www.llnl.gov/))\n",
"\n",
"---\n",
"\n",
"**Table of Contents** <a class=\"anchor\" id=\"toc\"></a>\n",
"\n",
"**Table of Contents**\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",
"- [2. Model Data](Demo_9b_seaIce_data_explore.ipynb#model)\n",
" * [2.1 Load data](Demo_9b_seaIce_data_explore.ipynb#model_load)\n",
Expand All @@ -76,6 +79,10 @@
"\n",
"---\n",
"\n",
"<div align=right>\n",
"<a href=Demo_9b_seaIce_data_explore.ipynb#toc>Go back to Table of Contents</a>\n",
"</div>\n",
"\n",
"## 1. Environment setup <a class=\"anchor\" id=\"env\"></a>\n",
"\n",
"We will use multiple libraries for this analysis.\n",
Expand All @@ -101,6 +108,10 @@
"cell_type": "markdown",
"metadata": {},
"source": [
"<div align=right>\n",
"<a href=Demo_9b_seaIce_data_explore.ipynb#toc>Go back to Table of Contents</a>\n",
"</div>\n",
"\n",
"## 2. Model Data <a class=\"anchor\" id=\"model\"></a>\n",
"\n",
"### 2.1 Load data <a class=\"anchor\" id=\"model_load\"></a>\n",
Expand Down Expand Up @@ -1447,6 +1458,10 @@
"cell_type": "markdown",
"metadata": {},
"source": [
"<div align=right>\n",
"<a href=Demo_9b_seaIce_data_explore.ipynb#toc>Go back to Table of Contents</a>\n",
"</div>\n",
"\n",
"#### 2.1.2 Visualize the data <a class=\"anchor\" id=\"model_vis\"></a>"
]
},
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"cell_type": "markdown",
"metadata": {},
"source": [
"<div align=right>\n",
"<a href=Demo_9b_seaIce_data_explore.ipynb#toc>Go back to Table of Contents</a>\n",
"</div>\n",
"\n",
"### 2.2 Sea ice extent <a class=\"anchor\" id=\"model_sie\"></a>"
]
},
Expand Down Expand Up @@ -2730,6 +2749,10 @@
"cell_type": "markdown",
"metadata": {},
"source": [
"<div align=right>\n",
"<a href=Demo_9b_seaIce_data_explore.ipynb#toc>Go back to Table of Contents</a>\n",
"</div>\n",
"\n",
"## 3. Reference Data <a class=\"anchor\" id=\"obs\"></a>\n",
"\n",
"The observational dataset provided is the satellite derived sea ice concentration dataset from EUMETSAT OSI-SAF. More data information can be found at the [osi-450-a product page](https://osi-saf.eumetsat.int/products/osi-450-a). The path to this data is:\n",
Expand Down Expand Up @@ -3365,6 +3388,10 @@
"cell_type": "markdown",
"metadata": {},
"source": [
"<div align=right>\n",
"<a href=Demo_9b_seaIce_data_explore.ipynb#toc>Go back to Table of Contents</a>\n",
"</div>\n",
"\n",
"### 3.2 Sea ice extent <a class=\"anchor\" id=\"obs_sie\"></a>"
]
},
Expand Down Expand Up @@ -3438,6 +3465,10 @@
"cell_type": "markdown",
"metadata": {},
"source": [
"<div align=right>\n",
"<a href=Demo_9b_seaIce_data_explore.ipynb#toc>Go back to Table of Contents</a>\n",
"</div>\n",
"\n",
"## 4. Diagnostics: Climatology Annual Cycle <a class=\"anchor\" id=\"diags\"></a>\n",
"\n",
"Let's analyze the climatology of Sea-Ice extent, focusing on its annual cycle.\n",
Expand Down Expand Up @@ -3513,6 +3544,10 @@
"cell_type": "markdown",
"metadata": {},
"source": [
"<div align=right>\n",
"<a href=Demo_9b_seaIce_data_explore.ipynb#toc>Go back to Table of Contents</a>\n",
"</div>\n",
"\n",
"## 5. Evaluation Metrics <a class=\"anchor\" id=\"metric\"></a>\n",
"\n",
"The term \"metric\" indicates a score or statistics that can represent a model's performance in reproducing observed features. A \"metric\" can be defined in many different ways, but the primary purpose of metrics is to summarize the performances of many different models and provide a framework for benchmarking model realism.\n",
Expand Down Expand Up @@ -3552,6 +3587,10 @@
"cell_type": "markdown",
"metadata": {},
"source": [
"<div align=right>\n",
"<a href=Demo_9b_seaIce_data_explore.ipynb#toc>Go back to Table of Contents</a>\n",
"</div>\n",
"\n",
"### 5.2 Temporal Mean Square Error (Annual Cycle) <a class=\"anchor\" id=\"tmse\"></a>"
]
},
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