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This guide provides an overview of the Earth observation (EO) methodologies that play a crucial role in humanitarian efforts by providing data and analytical tools to monitor climate, environmental changes, and disaster impacts.

The Earth Science Review Board (ESRB) Process Overview explains the process and structure of the board, detailing how humanitarian funders can engage with Earth science experts for program reviews. It outlines participant roles, expectations, and the review process, including the submission of cases, expert selection, and the board meeting structure.

This 27-minute highlight reel captures top moments from the NASA Lifelines Ready for Impact pitch showcase, featuring all presenting teams and funder panelists

This Supper Club pre-read introduces how GeoAI is being applied to disaster response, damage assessments, and longer- term recovery. Both this document and the accompanying Supper Club discussion are part of the broader Lifelines humanitarian geoAI research initiative, which aims to evaluate the use of GeoAI across the humanitarian lifecycle and to develop guidelines for its responsible application

The Data Studios are a different way of organizing geospatial and remote sensing resources. Instead of starting with a dataset and asking people to figure out what to do with it, we start with the real-world questions and work backwards from the use case.

This guide helps humanitarian decision-makers assess whether and how to use satellite data in their work. It offers a structured framework and real-world case studies to support informed, ethical, and impactful decisions.