I find it unlikely that increased taxation should improve the situation.
You don't think that taxes reduce consumption?
increase food prices substantially - people eat less - food production should become less profitable and shrink. Pretty easy taxation effect?
Now, keeping the taxes suitably high as citizens go hungry, that's an exercise for the reader.
If your burgers and steaks cost considerably more you may consider more poultry or cheese.