This study employs mathematical programming to examine the trade-off between improving biophysical attributes and preserving ecosystem services, using Southern Tanzania as a case study. This study used data primarily collected via household surveys. This study tries to provide insights into “best practices” of farming and how to minimize the environmental cost of intensification.