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Web map/feature services can help provide the necessary spatial context to your data.
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ProjectPythia/web-map-feature-services-cookbook
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<i class="fa-solid fa-magnifying-glass"></i> <input type="search" class="form-control" name="q" id="search-input" placeholder="Search..." aria-label="Search..." autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false"/> <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span> </form></div> <div class="sidebar-primary-item"><nav class="bd-links bd-docs-nav" aria-label="Main"> <div class="bd-toc-item navbar-nav active"> <ul class="nav bd-sidenav bd-sidenav__home-link"> <li class="toctree-l1 current active"> <a class="reference internal" href="#"> Web Map / Feature Services Cookbook </a> </li> </ul> <p aria-level="2" class="caption" role="heading"><span class="caption-text">Foundations</span></p> <ul class="nav bd-sidenav"> <li class="toctree-l1"><a class="reference internal" href="notebooks/introduction.html">Introduction</a></li> <li class="toctree-l1"><a class="reference internal" href="notebooks/web_map_services.html">Web Map Services</a></li> <li class="toctree-l1"><a class="reference internal" href="notebooks/web_feature_services.html">Web Feature Services</a></li> </ul> <p aria-level="2" class="caption" role="heading"><span class="caption-text">Example Workflows</span></p> <ul class="nav bd-sidenav"> <li class="toctree-l1"><a class="reference internal" href="notebooks/nasa_earthdata_gibs_explorer.html">NASA Earthdata GIBS Explorer</a></li> </ul> </div> </nav></div> </div> <div class="sidebar-primary-items__end sidebar-primary__section"> </div> <div id="rtd-footer-container"></div> </div> <main id="main-content" class="bd-main" role="main"> <div class="bd-content"> <div class="bd-article-container"> <div id="searchbox"></div> <article class="bd-article"> <a class="reference internal image-reference" href="_images/thumbnail.png"><img alt="thumbnail" src="_images/thumbnail.png" style="width: 300px;" /></a> <section class="tex2jax_ignore mathjax_ignore" id="web-map-feature-services-cookbook"> <h1>Web Map / Feature Services Cookbook<a class="headerlink" href="#web-map-feature-services-cookbook" title="Link to this heading"><i class="fas fa-link"></i></a></h1> <p><a class="reference external" href="https://github.com/ProjectPythia/web-map-feature-services-cookbook/actions/workflows/nightly-build.yaml"><img alt="nightly-build" src="https://github.com/ProjectPythia/web-map-feature-services-cookbook/actions/workflows/nightly-build.yaml/badge.svg" /></a> <a class="reference external" href="https://binder.projectpythia.org/v2/gh/ProjectPythia/cookbook-template/main?labpath=notebooks"><img alt="Binder" src="https://binder.projectpythia.org/badge_logo.svg" /></a> <a class="reference external" href="https://zenodo.org/badge/latestdoi/653301659"><img alt="DOI" src="https://zenodo.org/badge/653301659.svg" /></a></p> <p>This Project Pythia Cookbook covers retrieving and using web map / feature services to help provide the necessary spatial context to your data.</p> <section id="motivation"> <h2>Motivation<a class="headerlink" href="#motivation" title="Link to this heading"><i class="fas fa-link"></i></a></h2> <p>By leveraging web map / feature services, users can easily access pre-processed data layers, utilize ready-to-use tiles, and benefit from production-level data that is continuously updated. This streamlines the data acquisition process and enables users to focus on their analysis tasks rather than data processing.</p> <ul class="simple"> <li><p>Pre-processed Data: Web map services provide access to a wide range of pre-processed geospatial data layers. This eliminates the need for users to perform data processing tasks themselves, saving time and effort.</p></li> <li><p>Ready-to-Use Tiles: Users can simply fetch the tiles from the web map services and use them as a reference or overlay in their analysis. This makes it convenient to integrate the data into their own applications without the need to handle complex data processing workflows.</p></li> <li><p>Production-Level Data: Web map services are often deployed at production level, ensuring that the data is up-to-date and near real-time. This is particularly advantageous for applications that require the latest information, such as weather monitoring or real-time asset tracking.</p></li> </ul> </section> <section id="authors"> <h2>Authors<a class="headerlink" href="#authors" title="Link to this heading"><i class="fas fa-link"></i></a></h2> <p><a class="reference external" href="https://github.com/ahuang11">Andrew Huang</a></p> <section id="contributors"> <h3>Contributors<a class="headerlink" href="#contributors" title="Link to this heading"><i class="fas fa-link"></i></a></h3> <a href="https://github.com/ProjectPythia/web-map-feature-services-cookbook/graphs/contributors"> <img src="https://contrib.rocks/image?repo=ProjectPythia/web-map-feature-services-cookbook" /> </a> </section> </section> <section id="structure"> <h2>Structure<a class="headerlink" href="#structure" title="Link to this heading"><i class="fas fa-link"></i></a></h2> <p>This cookbook is broken up into two main sections - “Foundations” and “Example Workflows.”</p> <section id="foundations"> <h3>Foundations<a class="headerlink" href="#foundations" title="Link to this heading"><i class="fas fa-link"></i></a></h3> <p>The foundational content includes:</p> <ul class="simple"> <li><p>Web Map Services</p></li> <li><p>Web Feature Services</p></li> </ul> </section> <section id="example-workflows"> <h3>Example Workflows<a class="headerlink" href="#example-workflows" title="Link to this heading"><i class="fas fa-link"></i></a></h3> <p>Example workflows include:</p> <ul class="simple"> <li><p>NASA Earthdata GIBS Explorer</p></li> </ul> </section> <section id="running-on-binder"> <h3>Running on Binder<a class="headerlink" href="#running-on-binder" title="Link to this heading"><i class="fas fa-link"></i></a></h3> <p>The simplest way to interact with a Jupyter Notebook is through <a class="reference external" href="https://binder.projectpythia.org/">Binder</a>, which enables the execution of a <a class="reference external" href="https://jupyterbook.org">Jupyter Book</a> in the cloud. The details of how this works are not important for now. All you need to know is how to launch a Pythia Cookbooks chapter via Binder. Simply navigate your mouse to the top right corner of the book chapter you are viewing and click on the rocket ship icon, (see figure below), and be sure to select “launch Binder”. After a moment you should be presented with a notebook that you can interact with. I.e. you’ll be able to execute and even change the example programs. You’ll see that the code cells have no output at first, until you execute them by pressing <kbd class="kbd docutils literal notranslate">Shift</kbd>+<kbd class="kbd docutils literal notranslate">Enter</kbd>. Complete details on how to interact with a live Jupyter notebook are described in <a class="reference external" href="https://foundations.projectpythia.org/foundations/getting-started-jupyter.html">Getting Started with Jupyter</a>.</p> </section> <section id="running-on-your-own-machine"> <h3>Running on Your Own Machine<a class="headerlink" href="#running-on-your-own-machine" title="Link to this heading"><i class="fas fa-link"></i></a></h3> <p>If you are interested in running this material locally on your computer, you will need to follow this workflow:</p> <p>(Replace “cookbook-example” with the title of your cookbooks)</p> <ol class="arabic"> <li><p>Clone the <code class="docutils literal notranslate"><span class="pre">https://github.com/ProjectPythia/web-map-feature-services-cookbook</span></code> repository:</p> <div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><span class="w"> </span>git<span class="w"> </span>clone<span class="w"> </span>https://github.com/ProjectPythia/web-map-feature-services-cookbook.git </pre></div> </div> </li> <li><p>Move into the <code class="docutils literal notranslate"><span class="pre">web-map-feature-services-cookbook</span></code> directory</p> <div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><span class="nb">cd</span><span class="w"> </span>web-map-feature-services-cookbook </pre></div> </div> </li> <li><p>Create and activate your conda environment from the <code class="docutils literal notranslate"><span class="pre">environment.yml</span></code> file</p> <div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>conda<span class="w"> </span>env<span class="w"> </span>create<span class="w"> </span>-f<span class="w"> </span>environment.yml conda<span class="w"> </span>activate<span class="w"> </span>web-map-feature-services-cookbook-dev </pre></div> </div> </li> <li><p>Move into the <code class="docutils literal notranslate"><span class="pre">notebooks</span></code> directory and start up Jupyterlab</p> <div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><span class="nb">cd</span><span class="w"> </span>notebooks/ jupyter<span class="w"> </span>lab </pre></div> </div> </li> </ol> </section> </section> <div class="toctree-wrapper compound"> </div> <div class="toctree-wrapper compound"> </div> </section> <script type="text/x-thebe-config"> { requestKernel: true, binderOptions: { repo: "binder-examples/jupyter-stacks-datascience", ref: "master", }, codeMirrorConfig: { theme: "abcdef", mode: "python" }, kernelOptions: { name: "python3", path: "./." }, predefinedOutput: true } </script> <script>kernelName = 'python3'</script> </article> <footer class="prev-next-footer"> <div class="prev-next-area"> <a class="right-next" href="notebooks/introduction.html" title="next page"> <div class="prev-next-info"> <p class="prev-next-subtitle">next</p> <p class="prev-next-title">Introduction</p> </div> <i class="fa-solid fa-angle-right"></i> </a> </div> </footer> </div> <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner"> <div class="sidebar-secondary-item"> <div class="page-toc tocsection onthispage"> <i class="fa-solid fa-list"></i> On this page </div> <nav class="bd-toc-nav page-toc"> <ul class="visible nav section-nav flex-column"> <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#motivation">Motivation</a></li> <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#authors">Authors</a><ul class="nav section-nav flex-column"> <li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#contributors">Contributors</a></li> </ul> </li> <li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#structure">Structure</a><ul class="nav section-nav flex-column"> <li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#foundations">Foundations</a></li> <li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#example-workflows">Example Workflows</a></li> <li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#running-on-binder">Running on Binder</a></li> <li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#running-on-your-own-machine">Running on Your Own Machine</a></li> </ul> </li> </ul> </nav></div> </div></div> <div class="bd-header-article"> <div class="header-article-items header-article__inner"> <div class="header-article-items__start"> <div class="header-article-item"><button class="sidebar-toggle primary-toggle btn btn-sm" title="Toggle primary sidebar" data-bs-placement="bottom" data-bs-toggle="tooltip"> <span class="fa-solid fa-bars"></span> </button></div> </div> <div class="header-article-items__end"> <div class="header-article-item"> <div 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