Blog  ·  Agriculture  ·  14 SEPTEMBER 2026  ·  EXPLAINER

Rain Is the Wrong Number for Sowing — What Soil Moisture and Evaporative Demand Actually Say

It rained 30 mm yesterday. Is the field ready to sow? The rain gauge cannot answer that. Thirty millimetres onto a cracked, hot seedbed at the end of a dry spell may wet the top two centimetres and be gone by afternoon. The same 30 mm onto soil already near field capacity may waterlog the seed zone and rot the seed. The decision does not live in the rainfall total — it lives a few centimetres below the surface, where moisture, soil temperature and evaporative demand interact. This article sets out the quantities that actually govern a sowing window, the thresholds VayuMet applies, and where a district-scale forecast stops being a substitute for standing in the field.

The seed zone is the unit of decision. Germination depends on the top 0–10 cm holding enough plant-available water, at a temperature the seed responds to, for long enough to get through emergence — and on no washout downpour arriving in the meantime. Each of those is a separate forecast quantity.

0–10 cm
seed-zone depth
FAO-56
ETo method
model runs daily
10
forecast days

The Sowing Rule, Stated

VayuMet classifies every forecast step into one of three sowing states. The rule is explicit rather than editorial, and it requires three conditions to hold at once — moisture, temperature, and the absence of a washout:

ClassSeed-zone moistureSoil temperatureWashout guard
SUITABLE ≥ 0.18 vol
or ≥ 20 mm rain in 72 h
18–35 °C no 6-h rain > 25 mm
MARGINAL ≥ 0.12 vol
or ≥ 8 mm rain in 72 h
15–38 °C no 6-h rain > 50 mm
UNSUITABLE Any of the above conditions unmet

Three things are worth drawing out. Moisture is volumetric — 0.18 means 18% of the soil volume is plant-available water, not 18 mm of rain. Incoming rain can substitute for stored moisture, which is why the rule accepts either a wet seedbed now or a credible 72-hour rainfall total. And the temperature band is two-sided: too cold and germination stalls, too hot and the seedbed dries faster than the radicle can establish.

The Water Balance: Demand, Not Just Supply

Rainfall is supply. The other half of the equation is demand — how fast the atmosphere is pulling water back out of the soil and the crop. That quantity is reference evapotranspiration (ETo), and VayuMet computes it by the FAO-56 Penman–Monteith method, the international reference standard:

What goes into ETo

Daily maximum and minimum temperature, mean relative humidity, 10 m wind adjusted to the 2 m reference height, and incoming solar radiation — combined with latitude, day of year and station elevation to derive extraterrestrial radiation, net shortwave and net longwave. The daily total is then distributed across 6-hourly steps weighted by solar irradiance, so demand peaks in the afternoon rather than being smeared flat across the day.

Comparing accumulated rainfall against accumulated ETo over the forecast period gives a simple, legible water-balance call:

rain < 0.5 × ETo → irrigation advised rain > 1.5 × ETo → excess moisture · ensure drainage, postpone irrigation otherwise → rainfall broadly meets crop-water demand

This is the number that makes a dry spell legible before it becomes visible in the crop. A week with no rain and low demand is very different from a week with no rain and high demand, and only the second is an irrigation emergency.

Two Other Calls the Same Data Supports

The spray window

Pesticide and foliar application has a narrow meteorological window, and missing it wastes the input or moves it somewhere it should not go. The classification marks a step poor when 10 m wind exceeds 15 km/h, gusts exceed 30 km/h, 6-hour rain exceeds 1 mm, temperature is above 36 °C or below 4 °C, or relative humidity drops below 35%. It marks it marginal on milder versions of the same — and, less obviously, when wind falls below 2 km/h. Dead calm is not ideal spraying weather: still air under an inversion lets fine droplets hang and drift rather than deposit.

Disease pressure

Prolonged leaf wetness drives fungal infection. When relative humidity stays above 92%, or fog probability above 40%, on two or more days in the period, the advisory flags elevated fungal-disease pressure and points at the next dry window for a protective spray. Gust and thunderstorm days are separately flagged for lodging risk in standing crops, and for supporting orchards and trellises.

What You Actually Get: The 10-Day Agro Meteogram

Thresholds are the machinery, not the product. The deliverable is a ten-day chart for a single district, refreshed every model run, in which the two windows are rendered as colour strips you read left to right — so the question "which days can I sow, and which can I spray?" is answered by looking, not by calculating.

Ten-day agro meteogram for Jhajjar, Haryana from the 14 September 2026 00Z model run. A sowing window strip shows mostly suitable green through the middle of the period turning marginal amber at the end; a spray window strip below is heavily fragmented between good, marginal and poor. A soil state panel shows volumetric moisture rising to 0.25 after rain then declining toward the 0.18 suitability threshold, with soil temperature oscillating between 28 and 38 degrees. A bottom panel shows FAO-56 reference evapotranspiration rising from 4.6 to 7.2 millimetres per day.
Jhajjar, Haryana — the agriculture panels, 14 Sep 2026 00Z run. Read the two strips together: the sowing window is broadly open through the middle of the period, while spraying is fragmented into short opportunities. Underneath, soil moisture spikes to 0.25 after rain around 16 September and then decays toward the 0.18 suitability line, while daily evapotranspiration climbs from 4.6 to 7.2 mm. Supply falling, demand rising — the window is closing from both ends at once.

The full Agriculture tab carries seven stacked panels for any district: air and soil temperature; 6-hourly rainfall split into total and convective showers with relative humidity overlaid; the spray strip; the sowing strip; FAO-56 ETo in 6-hourly bars with daily totals labelled; soil moisture and temperature with leaf-wetness bands shaded on top; and — pointedly labelled wind (spray drift) — 10 m wind, gusts and direction barbs.

Beneath the chart the same rules are restated as prose with actual dates attached — "spraying favourable on 15–17 September, 20 September" rather than a classification you have to decode. That conversion from strip to named dates is the part that makes it usable in the morning without reading a chart at all.

How VayuMet Computes It

The soil fields come from the VayuMet model's 0.25° output, four runs daily, out to ten forecast days:

QuantitySource fieldDepth / unit
Seed-zone moistureSOILL — liquid volumetric soil moisture0–0.1 m · fraction
Seed-zone temperatureTSOIL — soil temperature0–0.1 m · °C
Crop-water demandFAO-56 Penman–Monteith ETomm/day, split 6-hourly
Washout & supply6-hourly and 72-hour accumulated rainfallmm

Using the liquid soil moisture field rather than total soil water matters in the Himalayan and northern-plain winter: frozen water in the profile is not available to a germinating seed, and counting it would overstate readiness exactly when it is least true.

What It Cannot Tell You

The immediate application is rabi. Sowing runs roughly October into December across much of the country, on residual moisture left by the withdrawing monsoon plus irrigation. That is precisely the situation the moisture-versus-demand comparison is built for: supply is fixed and falling, demand is the variable, and the window closes.

The soil layers sit in the Agriculture group of the main map, and the per-district sowing, spray and irrigation advisories — with the dates they apply to — are on the District 10-Day Forecast.

Open the District Forecast →
Agriculture Sowing Window Soil Moisture Soil Temperature FAO-56 ETo Irrigation Scheduling Spray Window Rabi Season

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⚠ Disclaimer

VayuMet's analysis is based on NOAA GFS model output and represents independent meteorological assessment. Before taking any decision based on weather forecasts, always consult your national official meteorological broadcaster for authoritative guidance.

Data Source: Soil temperature and liquid volumetric soil moisture at 0–0.1 m from the VayuMet model, 0.25°, four runs daily · Reference evapotranspiration by FAO-56 Penman–Monteith, distributed 6-hourly by solar weighting · Sowing, spray and irrigation thresholds follow Indian agromet advisory practice and are generic rather than crop-specific. Agricultural decisions should also draw on extension advice from your Krishi Vigyan Kendra or state agriculture department.