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Data Readiness Cluster
ACTIVE
What we do: Define community guidelines on data readiness for artificial intelligence by connecting data providers and AI practitioners.
Why we do it: Open environmental data is crucial for artificial intelligence; improving data readiness will accelerate responsible AI development.
About this Cluster
The Data Readiness Cluster fosters the collaboration between agencies, academia, and industries around data-centric artificial intelligence (AI) for Earth and space sciences.
The cluster develops and maintains community guidelines on AI-ready data to support the development of responsible AI applications using open environmental data. The group is also actively engaging with other scientific disciplines to broaden the adoption of the AI-ready data checklist developed by the cluster.
Want to keep up with ESIP Collaborations?
Join the weekly ESIP Update and get updates on upcoming events and new resources.
Upcoming events on the community calendar
Monday, April 13, 2026
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April 13, 2026 -Data Stewardship Committee
Data Stewardship Committee
This Committee meets monthly to discuss updates across ESIP Partner organizations that relate to data management, preservation, and access. The group is a standing committee tasked by ESIP’s governance to […]
Tuesday, April 14, 2026
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April 14, 2026 -Semantic Technologies Committee
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April 14, 2026 -Education Committee
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April 14, 2026 -Canceled Education Committee
Semantic Technologies Committee
This Committee helps collaborate with ESIP participants and Collaboration Areas on semantic-related topics. We foster sharing and reuse of ontologies and controlled vocabularies. Our goal is to provide a collaborative […]
Education Committee
This Committee connects educators to Earth science and Earth-related data sciences. Educators include K-12 teachers, community college and undergraduate instructors, museum and park interpreters, after-school instructors, and other informal educators. […]
Canceled Education Committee
This Committee connects educators to Earth science and Earth-related data sciences. Educators include K-12 teachers, community college and undergraduate instructors, museum and park interpreters, after-school instructors, and other informal educators. […]
Wednesday, April 15, 2026
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April 15, 2026 -Semantic Harmonization
Semantic Harmonization
This Cluster is a spinoff from the Semantic Technologies Committee, with long term goals to disseminate best practices for harmonizing semantic resources. To learn more about this Cluster and its […]
Thursday, April 16, 2026
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April 16, 2026 -Ag & Climate
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April 16, 2026 -Discovery
Ag & Climate
Agriculture & Climate 2026 Registration ESIP meetings are open to all who wish to participate and contribute. To ensure a secure and collaborative environment for all attendees, registration is required […]
Discovery
Join a discussion with Mingfang Wu (ARDC) about a recent paper from the Research Data Alliance (RDA) Data Discovery Paradigms interest group. Discovery 2026 Registration ESIP meetings are open to […]
Friday, April 17, 2026
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April 17, 2026 -Machine Learning
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April 17, 2026 -Earth Comms
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April 17, 2026 -Canceled Cloud Computing – CANCELED
Machine Learning
This Cluster fosters collaboration among researchers, data scientists, technologists, and decision-makers, and aims to responsibly integrate ML technologies into the scientific workflow. To learn more about this Cluster and its […]
Earth Comms
Join Daniel Male from Mariner11 (http://www.mariner11.com/)! This talk will cover the fundamentals of Generative Engine Optimization (GEO), including its core principles and current considerations for organizations, as well as the […]
Canceled Cloud Computing – CANCELED
This Cluster helps ESIP members tackle challenges as geospatial computing continues to demand more volume, variety, and velocity - the core characteristics of big data. To learn more about this […]
Saturday, April 18, 2026
No events on this day.
Sunday, April 19, 2026
No events on this day.