So burning fast growing crops produces no carbon emissions eh? Well, let's do that when all the coal and oil have gone.
The problem is as follows: buried coal and oil are where the CO2 from the primordial atmosphere went. There was very little oxygen in the early Earth's atmosphere - indeed, the primordial organisms would have found oxygen (in more than trace amounts) toxic. Once plants got established, they used sunlight to metabolise the atmospheric CO2 and produced O2 as waste, but then the increased levels of O2 permitted the evolution of the more complex organisms we have today (including us), using more efficient metabolic systems based on oxidising sugars (but without having to create the oxygen in the first place).
The plants locked up the atmospheric carbon in their tissues, but the carbon is then released back to the atmosphere when the plant dies and decays - unless you bury it in mud and lock it away deep in the geological strata as fossilised carbon (coal and oil).
By digging up all that fossilised carbon and burning it, mankind is returning the atmosphere to the primordial state*. That's not going to bother the Earth as such, life (in some form) will continue, but it will become pretty difficult for a lot of species that we depend on for our existing way of life or have some emotional attachment to (what use is a Giant Panda except as a symbol?).
In the shorter term, the increased temperatures due to the insulating effect of a higher concentration of CO2 in the atmosphere shifts the existing delicate balance in the existence of water between its vapour, liquid, and solid states to the point where very little will exist in the solid state and there is a greater volume cycled between vapour and liquid. The sea levels rise and there is more rain. The threat of that is the reduction in land area available - and the reduction comes mostly from the "useful" land area for food production and habitation.
That's why it matters (to our children or grandchildren, if not to us). Any delay in taking preventative action makes prevention more difficult. All the above has been said before, but I hope I have summarised it with some extra clarity.
* I have glossed over the fact that a hugely greater amount of CO2 is locked up in the limestone and chalk that were deposited as the shells and skeletons of sea life. Some is on the surface of the land, and will return to the atmosphere by reacting with acid rain, while that in the sea (corals) will do similar when the acidity of sea water increases. Meanwhile, huge volumes of methane (a far more efficient greenhouse gas than CO2) stand ready to be released when the permafrost melts or the seas warm.