It conservatively estimated that farm profitability would collectively decline more than $57 million, while farm expenditure would fall by about $140 million.
Ashburton District Mayor Neil Brown said that to drop nitrate levels in lowland streams in the required timeframe, farmers would have to have fewer animals.
"They will have to reduce their stocking rates on their farms to meet the requirements and that will lower the net profitability of the farm."
With less revenue, farmers would have to tighten their spending with service and support businesses, resulting in lower levels of employment across the sector, he said.
The report found if the timeframes for achieving the reforms were short, the negative consequences of change were likely to become more significant, Brown said.
"We can see from this report that the successful transition to better freshwater outcomes needs to be very carefully balanced with economic sustainability.
"Meaningful change cannot happen overnight. In addition to time, it is critical that our industry and community are supporting innovation and filling gaps in knowledge."
In a statement, Agriculture Minister Damien O'Connor said the government was looking at the issues that had been raised by farmers and others, but he did not necessarily support all the assumptions the desktop report made.
Ongoing communication with the sector was important, O'Connor said.
"We want to work together to resolve these issues."
O'Connor said two minor improvements had already been approved, related to pugging of winter grazing paddocks.
"Any further tweaks that are needed will be identified through the engagement agencies are carrying out with the sector."
- RNZ