Table 7 Rule-Based conditions for crop Classification.

From: A hybrid deep learning and rule-based model for smart weather forecasting and crop recommendation using satellite imagery

Crop Type

Temperature Range (°C)

Humidity Range (%)

Precipitation (mm/day)

Soil Salinity Tolerance

Suitable Conditions Summary

Wheat

10–20

50–70

0.1–1.0

Low

Cool, moderate humidity, low salinity

Rice

20–30

70–90

3.0–10.0

Medium

Warm, high humidity, requires standing water

Maize

18–27

60–80

1.0–3.0

Medium

Warm, moderate rainfall

Chickpea

15–25

40–60

0.0–1.0

High

Dry, low humidity, drought-tolerant

Sugarcane

21–35

60–80

2.0–5.0

Medium

Hot and humidity requires good soil moisture