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Fig 1.

Solar greenhouse.

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Fig 2.

Test equipment.

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Table 1.

Location of measurement points in the greenhouse air.

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Table 1 Expand

Fig 3.

Layout of measurement points and lines.

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Table 2.

The layout of soil temperature measurement points in daylight greenhouse (unit: mm).

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Table 2 Expand

Table 3.

Layout of wall measurement points (unit: mm).

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Table 3 Expand

Fig 4.

29 January 2025 Plot of light temperature variations at different heights over the same span.

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Fig 4 Expand

Table 4.

Light and temperature data table for each measurement point. Unit: light (lx),temperature (°C).

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Table 4 Expand

Fig 5.

Plot of hourly mean carbon dioxide in greenhouse over time.

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Fig 6.

Soil temperature at different depths and soil surface light over time.

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Fig 7.

Variations in soil temperature and light at y = −150 mm.

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Fig 8.

Wall lighting.

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Fig 9.

Lateral wall temperature.

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Fig 10.

Vertical temperature of the wall.

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Table 5.

MAE and R2 values under different weather conditions.

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Table 5 Expand

Fig 11.

Loss map of training set and validation set.

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Fig 12.

Comparison of predicted data and test data results.

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Fig 13.

Residual plots for temperature and light intensity.

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Table 6.

Influence of Light on the Temperature Range within the Greenhouse.

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Table 6 Expand