Table 11 Comparison with existing studies.

From: Enhanced wheat yield prediction through integrated climate and satellite data using advanced AI techniques

Existing study

Factors included

Accuracy (%)

Proposed framework

Soil, Water, Nitrogen, NDVI, Weather, Yield

98

5

Genotype, Environment (Soil and Weather)

91

10

Field initial data and Management data

93

12

Climate Factors, genotypes

90

20

Genotypes

80

16

Weather conditions, Remote Sensing (RS) data

94

21

Crop Management factors

87

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