Some 82 per cent of respondents opposed environmental taxation, but there was minority support if such taxes were used to fund on-farm environmental initiatives.
Tax incentives for those who invested in environment-related on-farm projects drew 84 per cent support.
"Just on 12 per cent supported a progressive company tax (i.e. a lower rate for small companies), with 26 per cent opposed and 55 per cent thinking 'maybe,' depending on what is considered 'small.' There was a lot of concern about compliance implications," Mr Hoggard said.
"Meanwhile 66 per cent opposed exempting basic items, such as food, from GST, with 29 per cent supporting.
"Federated Farmers will be sending a comprehensive submission to the Tax Working Group, which will pick up on the concerns and comments raised in our member survey," he added.