Agronomists plan irrigation by comparing crop water demand
(evapotranspiration, or ET) against the water actually
supplied by rain and irrigation. A shortfall — the
irrigation deficit — dries the root zone and caps
yield. At the same time, every input has a carbon cost: nitrogen
fertilizer drives soil microbes to release nitrous oxide, pumping
irrigation water burns energy, and disturbing the soil through
tillage oxidizes stored soil carbon back into CO₂.
Precision-agriculture soil moisture probes let real farms irrigate to within a few millimetres of actual crop demand, cutting water use by 20–30% versus fixed calendar-based schedules while holding yield steady.
A 3D crop field with a soil cutaway shows how irrigation, evapotranspiration demand, nitrogen fertilizer and tillage practice interact to set crop yield, root-zone moisture and a farm's net greenhouse-gas footprint.
Water deficit (ET minus irrigation) drives visible soil-moisture and crop-stress changes, while a nitrogen response curve, pumping energy and tillage-driven soil carbon combine into one net GHG number, animated as rising or sinking carbon motes.
Drag the irrigation, evapotranspiration and nitrogen sliders and switch tillage practice. Watch the sprinkler, crop height/color, the moisture level in the soil cutaway, and the carbon-flow particles respond immediately.
No-till farming can keep 300–500 kg CO₂e/ha/year of carbon locked in the soil compared with conventional tillage, simply by leaving root channels and organic matter undisturbed.