Efficient agricultural disaster financing using satellite data and artificial intelligence

•The proposed study investigates the consequences of smallholder economic growth during the agricultural crisis.•The proposed model combines the satellite data and artificial intelligence to analyze the agricultural promotion of inclusive finance during the disaster.•Based on satellite data and artificial intelligence, we build an application system for inclusive financing of small farmers in agricultural disasters.•The proposed study validates the impact of an application system for small farmer inclusive finance based on satellite data and artificial intelligence in agricultural catastrophes.