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Education references

Review the source library.

ACC's guides prioritize international assessments, research organizations, peer-reviewed literature, and clearly identified applied resources. Federal technical pages are used selectively as supplemental material.

Research note:ACC does not rely on NASA material in this Education Center. U.S. federal-agency pages are secondary references rather than the primary foundation of the library.

Reference library

Sources organized by learning path.

Use this page to open the underlying material directly. References are reviewed periodically as reports, technologies, and institutional pages change.

01

Climate Science Foundations

Understand the core concepts before moving into impacts and solutions.

Open the guide →Open the greenhouse-effect guide →
02

What Is Changing Now?

Review major indicators, observed changes, and the difference between evidence and exaggeration.

Open the guide →
03

Renewable Energy and the Grid

Learn how solar, wind, storage, transmission, and grid flexibility work together.

Open the guide →
04

Buildings and Transportation

Connect energy use to homes, businesses, cities, vehicles, and harder-to-electrify sectors.

Open the guide →
05

Biodiesel and Alternative Fuels

Examine feedstocks, blends, lifecycle analysis, realistic uses, and important tradeoffs.

Open the guide →
06

Forests, Agriculture, Water, and Ecosystems

Understand how natural systems support climate resilience and why tradeoffs matter.

Open the guide →
07

Resilience, Justice, and Community Action

Explore adaptation, risk, preparedness, fairness, and community-led solutions.

Open the guide →
08

Taking Informed Action

Turn information into realistic personal, community, business, and charitable decisions.

Open the guide →
  • UNEP: Emissions Gap Report 2025Context for the scale of the mitigation challenge.
  • UNEP: Adaptation Gap Report 2025Context for resilience and implementation needs.
  • 350.org: AboutApplied movement resource on fossil fuels and a just clean-energy transition.
  • NRDC: BuildingsApplied resource on building efficiency and healthier buildings.
  • Union of Concerned Scientists: EnergyApplied resource on energy systems and clean-energy choices.
  • Elemental Impact: Data Center Innovation InitiativeElemental’s published data-center technology priorities, including cooling and water efficiency. Program description reviewed October 15, 2026; not evidence of completed energy or water savings.
  • Ceres: research and resourcesPublishes guidance on sustainable data centers, covering energy, water, grid strain, and community impacts beyond AI alone. Its work covers data centers broadly. Listing Ceres here does not select it as our 1% recipient. Reviewed October 15, 2026.
  • Green Web Foundation: research and resourcesBuilds tools for fossil-free web hosting and digital carbon accounting across the internet, not AI specifically. Its wider digital mission is not an AI-specific cooling or water-efficiency program. Reviewed October 15, 2026.
  • Data & Society: research and resourcesExamines climate technology and justice, studying how tech infrastructure affects environments and communities. Research can inform community decisions; this is not a facility retrofit program. Reviewed October 15, 2026.
  • Epoch AI: research and resourcesTracks data on AI compute growth and data center capacity, offering resource estimates and methodology. Power-capacity estimates are not metered electricity or water use, and research does not itself establish reductions. Reviewed October 15, 2026.
  • AlgorithmWatch: research and resourcesProduced the SustAIn project, publishing AI sustainability assessments and policy recommendations. The original SustAIn project ended in 2024; its published resources remain available for reference. Reviewed October 15, 2026.
  • Green Software Foundation: standards and engineeringDevelops the Software Carbon Intensity for AI and other green-software standards and methodologies. Standards guide measurement; applying them does not by itself demonstrate lower resource use. Reviewed October 15, 2026.
  • MLCommons: standards and engineeringRuns MLPerf Power, benchmarking energy use of AI systems under standardized testing conditions. System benchmarks do not measure whole-facility impacts or establish cooling-water savings. Reviewed October 15, 2026.
  • AI Energy Score: standards and engineeringA separate collaborative project rating inference energy use of AI models under controlled tasks and hardware. Inference GPU energy is not the same as total facility energy, training impacts or water use. Reviewed October 15, 2026.
  • Open Compute Project: standards and engineeringPublishes open data center facility designs covering power, cooling, and water engineering approaches. Engineering resources do not establish verified savings from a particular project or donation. Reviewed October 15, 2026.
  • ACC Trusted Charities and AI resource directoryACC directory of organizations and resources.

Editorial framework

Read ACC's research standards.

See how ACC separates established findings, applied resources, advocacy, technical guidance, and emerging ideas.

Read the standards →