However, we can't just stop using oil. It would lead to the death (by starvation) of most of humanity, mostly in the poorer parts of the world.
We need a well managed transition away from fossil fuel inputs. One of the first things that should be shifted, as much as is possible, is from Industrial Farming which uses massive chemical inputs, and burns up the soil.
Regenerative agriculture can eliminate the need for tilling, capture carbon into the soil, which both then improve water retention, and decrease soil temperatures. These reduce the need for irrigation, increase the ability to absorb rainfall without run-off.
The addition of ruminants to the mix produces fertilizer and meat at the same time.
About 20% of the carbon we've dumped into the atmosphere could be recaptured if widespread adoption of regenerative farming were to happen. It's not a perfect solution, but it's a lot cheaper than trying to use machines to do it.