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title: "Overview"
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<div class="columns">
<div class="column is-one-third has-text-centered"><img class="img-responsive avatar" src="https://its-live.jpl.nasa.gov/home/img/home/greenland_hue5f169c67dfeb26055ce37f5b7cdc671_86442_320x0_resize_box_3.png" alt="img/home/greenland.png"></div>
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<p>Satellite observations reveal how the world’s glaciers have responded to recent changes in climate, and can inform predictions of future sea level rise. To enable the next generation of ice sheet models and process-based studies, ITS_LIVE provides a decades-long, high-resolution record of global ice velocity and elevation change. The cloud-based ITS_LIVE architecture continually processes and synthesizes new data from multiple optical, radar, and laser satellite sensors, resulting in a high-resolution, low-latency product that can be used for scientific studies within days of data collection.</p>
<ul>
<li>Spatial coverage: Global</li>
<li>Temporal coverage: 1985 - present</li>
<li>Resolution: 120m</li>
<li>Frequency: Variable, Monthly, Annual</li>
<li>Formats: NetCDF, QGIS VRT, GeoTIFF, Zarr</li>
</ul>
<p><a href="https://gitter.im/its_live/community">Have any questions? Ask the ITS_LIVE community on GITTER</a></p>
</div>
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Satellite observations reveal how the world’s glaciers have responded to recent changes in climate, and can inform predictions of future sea level rise. To enable the next generation of ice sheet models and process-based studies, ITS_LIVE provides a decades-long, high-resolution record of global ice velocity and elevation change. The cloud-based ITS_LIVE architecture continually processes and synthesizes new data from multiple optical, radar, and laser satellite sensors, resulting in a high-resolution, low-latency product that can be used for scientific studies within days of data collection.


* Spatial coverage: Global
* Temporal coverage: 1985 - Present
* Resolution: 120m
* Frequency: Variable, Monthly, Annual
* Formats: NetCDF, QGIS VRT, GeoTIFF, Zarr

[Have any questions? Ask the ITS_LIVE community on GITTER](https://gitter.im/its_live/community)
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<h2 class="m-1"> Instant Global Data Access </h2>
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<a class=navbar-item href=/itslive-web/#datasets>Datasets</a>
<a class=navbar-item href=#access>Data Access</a>
<a class=navbar-item href=#documentation>Documentation</a>
<a class=navbar-item href=#people>People</a></div></nav><hr></div></div></section><div class=section id=about><div class=container><h2 class="title is-2 has-text-centered">Overview</h2><div class="markdown has-text-centered"><div class=columns><div class="column is-one-third has-text-centered"><img class="img-responsive avatar" src=https://its-live.jpl.nasa.gov/home/img/home/greenland_hue5f169c67dfeb26055ce37f5b7cdc671_86442_320x0_resize_box_3.png alt=img/home/greenland.png></div><div class="markdown column align-left"><p>Satellite observations reveal how the world’s glaciers have responded to recent changes in climate, and can inform predictions of future sea level rise. To enable the next generation of ice sheet models and process-based studies, ITS_LIVE provides a decades-long, high-resolution record of global ice velocity and elevation change. The cloud-based ITS_LIVE architecture continually processes and synthesizes new data from multiple optical, radar, and laser satellite sensors, resulting in a high-resolution, low-latency product that can be used for scientific studies within days of data collection.</p><ul><li>Spatial coverage: Global</li><li>Temporal coverage: 1985 - present</li><li>Resolution: 120m</li><li>Frequency: Variable, Monthly, Annual</li><li>Formats: NetCDF, QGIS VRT, GeoTIFF, Zarr</li></ul><p><a href=https://gitter.im/its_live/community>Have any questions? Ask the ITS_LIVE community on GITTER</a></p></div></div><h2 class=m-1>Instant Global Data Access</h2><div class=container><script type=module src=/itslive-web/mappin-build/mappin-build.js></script>
<a class=navbar-item href=#people>People</a></div></nav><hr></div></div></section><div class=section id=about><div class=container><h2 class="title is-2 has-text-centered">Overview</h2><div class="markdown has-text-centered"><div class=columns><div class="column is-one-third has-text-centered"><img class="img-responsive avatar" src=https://its-live.jpl.nasa.gov/home/img/home/greenland_hue5f169c67dfeb26055ce37f5b7cdc671_86442_320x0_resize_box_3.png alt=img/home/greenland.png></div><div class="markdown column align-left"><p>Satellite observations reveal how the world’s glaciers have responded to recent changes in climate, and can inform predictions of future sea level rise. To enable the next generation of ice sheet models and process-based studies, ITS_LIVE provides a decades-long, high-resolution record of global ice velocity and elevation change. The cloud-based ITS_LIVE architecture continually processes and synthesizes new data from multiple optical, radar, and laser satellite sensors, resulting in a high-resolution, low-latency product that can be used for scientific studies within days of data collection.</p><ul><li>Spatial coverage: Global</li><li>Temporal coverage: 1985 - Present</li><li>Resolution: 120m</li><li>Frequency: Variable, Monthly, Annual</li><li>Formats: NetCDF, QGIS VRT, GeoTIFF, Zarr</li></ul><p><a href=https://gitter.im/its_live/community>Have any questions? Ask the ITS_LIVE community on GITTER</a></p></div></div><h2 class=m-1>Instant Global Data Access</h2><div class=container><script type=module src=/itslive-web/mappin-build/mappin-build.js></script>
<link rel=stylesheet href=/itslive-web/mappin-build/mappin-build.css><div class=container id=mappin-embed></div></div></div></div><div class="container has-text-centered top-pad"><a href=#top><i class="fa fa-arrow-up"></i></a></div></div><div class=container><hr></div><div class=section id=datasets><div class=container><h2 class="title is-2 has-text-centered">Datasets</h2><div class=section><div class="columns is-multiline"><div class="column is-one-third"><div class=card data-target=#project-0><div class=card-image><figure class="image is-3by2"><a><img class=card-thumbnail src=https://nasa-jpl.github.io/itslive-web/projects/mosaics/greenland_hu9c4941fff00f67908025964ea7d457e4_53041_302x0_resize_q75_box.jpg alt=greenland.jpg></a></figure></div><div class="card-content has-text-centered top-pad"><h1><a>Velocity Mosaics</a></h1></div></div></div><div class="column is-one-third"><div class=card data-target=#project-1><div class=card-image><figure class="image is-3by2"><a><img class=card-thumbnail src=https://nasa-jpl.github.io/itslive-web/projects/scenes/scene_hu9c4941fff00f67908025964ea7d457e4_83232_302x0_resize_q75_box.jpg alt=scene.jpg></a></figure></div><div class="card-content has-text-centered top-pad"><h1><a>Image-pair velocities</a></h1></div></div></div><div class="column is-one-third"><div class=card data-target=#project-2><div class=card-image><figure class="image is-3by2"><a><img class=card-thumbnail src=https://nasa-jpl.github.io/itslive-web/projects/elevation/antarctic_dhdt_hu9c4941fff00f67908025964ea7d457e4_39004_302x0_resize_q75_box.jpg alt=antarctic_dhdt.jpg></a></figure></div><div class="card-content has-text-centered top-pad"><h1><a>Elevation Change</a></h1></div></div></div></div></div></div><div class=modal id=project-0><div class=modal-background></div><div class=modal-card><header class="modal-card-header bottom-pad"><h1 class="modal-card-title has-text-centered">Velocity Mosaics</h1></header><section class="modal-card-body markdown"><img src=https://nasa-jpl.github.io/itslive-web/projects/mosaics/greenland_hu9c4941fff00f67908025964ea7d457e4_53041_640x0_resize_q75_box.jpg class=img-responsive alt=greenland.jpg><p>Regional velocity mosaics created from the synthesis of all scene-pair velocities.</p><ul><li>Coverage: All major land ice</li><li>Date range: 1985-present</li><li>Resolution: 120 m</li><li>Frequency: Monthly & Annual</li><li>Available now, Beta (V01), Landsat only</li></ul><hr><p><button class="button is-large is-responsive"><a href=https://nsidc.org/apps/itslive/>Get Data</a></button></p></section></div><button class="modal-close is-large" aria-label=close data-target=#project-0></button></div><div class=modal id=project-1><div class=modal-background></div><div class=modal-card><header class="modal-card-header bottom-pad"><h1 class="modal-card-title has-text-centered">Image-pair velocities</h1></header><section class="modal-card-body markdown"><img src=https://nasa-jpl.github.io/itslive-web/projects/scenes/scene_hu9c4941fff00f67908025964ea7d457e4_83232_640x0_resize_q75_box.jpg class=img-responsive alt=scene.jpg><p>Scene-pair velocities generated from satellite optical and radar imagery.</p><ul><li>Coverage: All land ice</li><li>Date range: 1985-present</li><li>Resolution: 120 m</li><li>Image-pair separation: 6 to 546 days</li><li>Version 2 now available</li></ul><hr><p><button class="button is-large is-responsive"><a href=https://nsidc.org/apps/itslive/>Get Data</a></button></p></section></div><button class="modal-close is-large" aria-label=close data-target=#project-1></button></div><div class=modal id=project-2><div class=modal-background></div><div class=modal-card><header class="modal-card-header bottom-pad"><h1 class="modal-card-title has-text-centered">Elevation Change</h1></header><section class="modal-card-body markdown"><img src=https://nasa-jpl.github.io/itslive-web/projects/elevation/antarctic_dhdt_hu9c4941fff00f67908025964ea7d457e4_39004_640x0_resize_q75_box.jpg class=img-responsive alt=antarctic_dhdt.jpg><p>Elevation change from multi altimetry mission synthesis.</p><ul><li>Coverage: Ice sheets & ice shelves</li><li>Date range: 1985-2020</li><li>Resolution: 1920 m</li><li>Frequency: Monthly</li><li>Antarctic grounded ice</li><li>Ice Shelves & Greenland Summer 2024</li></ul><hr><p><button class="button is-large is-responsive"><a href=https://nsidc.org/data/nsidc-0782/versions/1>Get Data</a></button></p></section></div><button class="modal-close is-large" aria-label=close data-target=#project-2></button></div><div class="container has-text-centered top-pad"><a href=#top><i class="fa fa-arrow-up"></i></a></div></div><div class=container><hr></div><div class=section id=access><div class=container><h2 class="title is-2 has-text-centered">Data Access</h2><div class="markdown has-text-centered"><h3 id=data-portal class=anchor-link><a href=#data-portal>Data Portal</a></h3><p>Web app to explore and download annual velocity mosaics and image pair data.</p><div class=columns><div class=column><a href=https://nsidc.org/apps/itslive/ target=_blank class=custom-image><img src=images/webapp.jpg></a></div><div class=column></div></div><h3 id=jupyter-notebooks class=anchor-link><a href=#jupyter-notebooks>Jupyter Notebooks</a></h3><p>Jupyter notebooks to access and visualize ice velocity time series from ITS_LIVE data cubes.</p><p>Repository: <a href=https://github.com/nasa-jpl/its_live>https://github.com/nasa-jpl/its_live</a></p><div class=columns><div class=column><p>Click the binder link below to browse the data now<br><br><a href=https://itslive-dashboard.labs.nsidc.org/ target=_blank><img src="https://img.shields.io/badge/Launch-Voilà-lightblue?atyle=plastic&logo=jupyter" class=custom-image></a><br><a href="https://mybinder.org/v2/gh/nasa-jpl/its_live/main?urlpath=lab/tree/notebooks" target=_blank><img src="https://img.shields.io/badge/Launch-Binder-lightgreen?atyle=plastic&logo=jupyter" class=custom-image></a><br><a href="https://www.youtube.com/watch?v=G7E7rE5npvg" target=_blank><img src=images/youtube-screen.jpg></a></p></div><div class=column></div></div><h3 id=api class=anchor-link><a href=#api>API</a></h3><p><a href=https://nsidc.org/apps/itslive-search/docs>OpenAPI endpoint</a></p><p>Python</p><div class=align-left><div class=highlight><pre tabindex=0 class=chroma><code class=language-python data-lang=python><span class=line><span class=cl><span class=kn>import</span> <span class=nn>requests</span>
</span></span><span class=line><span class=cl>
</span></span><span class=line><span class=cl><span class=n>base_url</span> <span class=o>=</span> <span class=s2>&#34;https://nsidc.org/apps/itslive-search/velocities/urls/&#34;</span>
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