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Document Cluster 5 · Tools & Support Resources Learning path · Step 15 Apr 16, 2026

Learning Order 15: Decision Support Tool, Resources, & Template.

A centralized hub for negotiators, parliamentarians, researchers, and partners to access digital applications for climate policy analysis, tracking, negotiation support, and evidence-based decision-making.

A centralized hub for negotiators, parliamentarians, researchers, and partners to access digital applications for climate policy analysis, tracking, negotiation support, and evidence-based decision-making.

Apply it: recommended tools

Use these decision-support tools and notebooks to put this module into practice and gather evidence for your proposal.

Analysis notebook

Evaluate Climate Risks

Africa Agriculture Adaptation Atlas

Map crop and livestock exposure to heat, drought and flood hazards alongside adaptive capacity (poverty, education, women's empowerment).

Open tool
Analysis notebook

View Projected Climate Impacts

Africa Agriculture Adaptation Atlas

Explore projected yield changes for major African crops under warming scenarios, linked to source studies.

Open tool
Analysis notebook

Understand Heat Stress on Producers

Africa Agriculture Adaptation Atlas

Estimate producers' exposure to heat stress today and under future climate scenarios.

Open tool
Analysis notebook

Discover Solutions

Africa Agriculture Adaptation Atlas

Compare evidence on how adaptation practices such as soil, water and improved varieties perform across crops.

Open tool
Analysis notebook

Prioritize Livestock Investments

Africa Agriculture Adaptation Atlas

Identify where livestock adaptation investment is most needed, combining hazard exposure and vulnerability.

Open tool
Analysis notebook

Analyze Women's Exposure to Climate Hazards

Africa Agriculture Adaptation Atlas

Analyse women's exposure and vulnerability to climate hazards to inform gender-responsive design.

Open tool
Analysis notebook

Estimate Economic Returns on Adaptation

Africa Agriculture Adaptation Atlas

Estimate the economic returns of adaptation options to strengthen costing and the investment case.

Open tool
Tool card: ipcc-summary
AI assistant

IPCC Summary Generator

AGNES

AI-powered summaries of IPCC assessment reports: key findings, impacts and action pathways for the climate rationale and emissions analysis.

Open tool
Data / knowledge portal

Climate Change Knowledge Portal

World Bank

Country climate data, projections and risk profiles to evidence the climate rationale.

Open tool
Guidance & standards

FAO Environmental & Social Safeguards Resources

FAO

FAO's Framework for Environmental and Social Management, standards and guidance notes.

Open tool
Data / knowledge portal

FAOSTAT

FAO

Food and agriculture statistics for over 245 countries and territories.

Open tool
Tool card: adaptation-atlas
Data / knowledge portal

Africa Agriculture Adaptation Atlas

Africa Agriculture Adaptation Atlas

The full Atlas platform: data explorers and all analysis notebooks in one place.

Open tool
Tool card: og-image
Dashboard

AGNES Climate Intelligence Hub

AGNES

One starting point for AGNES AI and data tools for negotiators, parliamentarians and researchers, plus national climate monitoring platforms.

Open tool
Tool card: ndc-scorecard
Dashboard

NDC Scorecard

AGNES

Track and assess countries' NDC commitments, compare progress and identify gaps to align projects with national climate priorities.

Open tool
Tool card: gender-hotspot-map
Data / knowledge portal

Gender Hotspot Map

AGNES

Interactive gender and climate vulnerability hotspot maps for Kenya, Rwanda, Uganda, Botswana and Ghana.

Open tool
Tool card: agnes-negotiation-assistant
AI assistant

Climate Action AI

AGNES

AI support for UNFCCC negotiations: draft-text context, agenda issues and Africa-relevant talking points from a curated reference library.

Open tool
Tool card: climate-verdict
AI assistant

Climate Verdict

AGNES

AI-powered climate law support drawing on ICJ, ITLOS, IACtHR and UNEP climate law sources.

Open tool

Learning sequence

Step 15

Partners