Research on the Impact of Digital Agriculture Development on Agricultural Green Total Factor Productivity

In this study, to discover how the growth of digital agriculture has impacted agricultural green total factor productivity (AGTFP), we take panel data from 2011 2019 for 30 Chinese provinces as research object, measure AGTFP and development using SBM-ML entropy method, use a fixed effect model analyze effects on AGTFP. The results demonstrate that (1) time-series characteristics, presented steady state 2019; (2) during study period, technical efficiency index was slightly lower than technological progress in index, meaning there is room further development; (3) relationship between presents an inverted U-shaped curve, with human capital playing moderating role. Finally, corresponding countermeasures are proposed four aspects: strengthening construction organizational mechanisms, building standardized base output, enhancing traceability certification products, improving social services industry.