Effectiveness (including cost-effectiveness) of climate information systems, early warnings, and agro-advisories in reducing climate change-related risks for smallholder crop producers: A Protocol for Systematic Evidence and Gap Map

The overall aims of this evidence map is to systematically identify, catalogue, and characterize the available evidence and the gaps in the evidence on the effectiveness of Climate Information Services (CIS) interventions for smallholder crop producers in low- and middle-income countries (L&MICs). The review seeks to improve the discoverability and organisation of existing research to support evidence-based decision-making in climate resilience, agricultural policy, risk management, and development programming and identifying priority areas for future research.