Smallholder farmers are increasingly exposed to weather extremes but lack access to affordable insurance products for catastrophic crop damage. This paper analyzes the feasibility of Picture-Based Insurance (PBI) as a low-cost tool to improve coverage. PBI verifies insurance claims using...

Smallholder farmers are increasingly exposed to weather extremes but lack access to affordable insurance products for catastrophic crop damage. This paper analyzes the feasibility of Picture-Based Insurance (PBI) as a low-cost tool to improve coverage. PBI verifies insurance claims using...

Smallholder farmers in developing countries generally lack access to affordable agricultural insurance, in part because of high loss verification costs and asymmetric information in indemnity insurance and basis risk in index-based insurance. Advances in remote sensing and other digital...