Do agri-environmental schemes help reduce herbicide use?

Agri-environmental schemes (AES) are a central component of the environmental policy of the European Union. Despite widespread interest and investment in AESs, few of these programs have been carefully evaluated and doubts are often expressed about the effectiveness of voluntary programs. The purpose of this article is to estimate the additional effects of AESs targeting nonpoint source pollution from pesticides, focusing on one emblematic case study: herbicide use in vineyards. We use original data collected from winegrowers participating in AESs in the south of France, and we use exogenous variation in the timing of the implementation of the AESs as a natural experiment. We show that the quantity of herbicides used by participants in the program in 2012 was around 30% below what they would have used without the program, while the impact was significantly higher in 2011 - around 50% - presumably be - cause of higher weed pressure [...]