About Marble

Marble is a network of cloud based web services nodes that provide access to large climate and satellite data sets. Marble offers cloud-based data analytics that implements Open Geoscience Consortium (OGC) standards for finding and interacting with data, and an online workspace that includes climate data analytics tools.

The key principle is to bring the computation to where the data is, rather than vice versa. The platform strives to serve the diverse needs of climate researchers, non-profits, government agencies at all levels, civic minded individuals, educators and journalists, enabling them to study and communicate the impacts of climate change without worrying about the technical logistics.Marble is the bridge between intricate climate data and the people who seek to understand it, fostering a community of inquiry and discovery in the realm of climate science.

About Marble

Marble is a network of cloud based web services nodes that provide access to large climate and satellite data sets. Marble offers cloud-based data analytics that implements Open Geoscience Consortium (OGC) standards for finding and interacting with data, and an online workspace that includes climate data analytics tools.

The key principle is to bring the computation to where the data is, rather than vice versa. The platform strives to serve the diverse needs of climate researchers, non-profits, government agencies at all levels, civic minded individuals, educators and journalists, enabling them to study and communicate the impacts of climate change without worrying about the technical logistics.Marble is the bridge between intricate climate data and the people who seek to understand it, fostering a community of inquiry and discovery in the realm of climate science.

Explore the Technologies

Integrated Development Environment

JupyterLab is integrated within the Marble platform as its development environment. It provides users with access to climate based data analytics tools, and allows users to store data analytics results and workflows online.

Data Catalog

SpatioTemporal Asset Catalog (STAC) is integrated within the Marble platform as its data catalog. STAC allows users to discover and access climate data that is available on the Marble network.

Remote Processing Services

Weaver is a remote processing tool integrated within the Marble platform. Weaver allows users to create and run processes remotely across the Marble network.

Getting Started

Whether you're a student, researcher, or hobbyist, we've got you covered. Before initiating your research journey, take the opportunity to explore services best suited to your individual needs. Explore the diverse array of nodes and their offerings, tailored to cater specifically to your research requirements.

Student

Researcher

Hobbyist

I'm a Student

  • Marble promotes a hands-on learning experience that aligns with real-world scenarios in climate science and data analysis.
  • Marble allows you to work on real-world climate research projects using climate science-oriented datasets and tools.
  • This practical experience is valuable for your academic and professional development.
  • Marble takes care of data storage and processing on its platform, eliminating the need for high-end personal devices.

I'm a Student

  • Marble promotes a hands-on learning experience that aligns with real-world scenarios in climate science and data analysis.
  • Marble allows you to work on real-world climate research projects using climate science-oriented datasets and tools.
  • This practical experience is valuable for your academic and professional development.
  • Marble takes care of data storage and processing on its platform, eliminating the need for high-end personal devices.

I'm a Researcher

  • Marble provides a comprehensive platform that addresses various aspects of a researcher's workflow, from data storage and processing.
  • Marble's integration of OGC API complaint tools, allows researchers to move their applications to the data significantly reducing data transfer requirements and enhance efficiency by executing analysis processes directly where the data is stored.
  • Marble provides avenues for collaboration by allowing researchers to easily share workflows and results with colleagues. This not only promotes knowledge exchange but also facilitates collaborative research efforts.

I'm a Researcher

  • Marble provides a comprehensive platform that addresses various aspects of a researcher's workflow, from data storage and processing.
  • Marble's integration of OGC API complaint tools, allows researchers to move their applications to the data significantly reducing data transfer requirements and enhance efficiency by executing analysis processes directly where the data is stored.
  • Marble provides avenues for collaboration by allowing researchers to easily share workflows and results with colleagues. This not only promotes knowledge exchange but also facilitates collaborative research efforts.

I'm a Hobbyist

  • The JupyterLab work space comes prepackaged with tools geared towards climate data analysis, providing a hassle-free entry point for hobbyists.
  • Marble offers tutorials designed to guide beginners that cover a range of topics, from basic navigation of the STAC catalog to conducting specific analyses using climate data analysis tools
  • SpatioTemporal Asset Catalog (STAC) is a great starting point for hobbyist to familiarize themselves with the available geospatial datasets related to climate science.

I'm a Hobbyist

  • The JupyterLab work space comes prepackaged with tools geared towards climate data analysis, providing a hassle-free entry point for hobbyists.
  • Marble offers tutorials designed to guide beginners that cover a range of topics, from basic navigation of the STAC catalog to conducting specific analyses using climate data analysis tools
  • SpatioTemporal Asset Catalog (STAC) is a great starting point for hobbyist to familiarize themselves with the available geospatial datasets related to climate science.

FAQ

Find answers to common questions about Marble services.

How do I access the nodes?

Navigate to the Nodes page to view the nodes that are available in the network.
Depending on which node you would like to access you can register for an account, go to the signin page, or inspect any of the services that the node provides from here.

What kind of data is available?

The Marble network makes available various types of climate data including earth observation data, climate model projections, and many more. To see which data is hosted at a given node, check out that node's STAC catalog

Are the services free?

Yes! You will not be asked to pay for access to the Marble network or any of its nodes.

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