Fitting surface parameters. by Hongqi Wang (2208238)

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Model generalisation validation error analysis. by Hongqi Wang (2208238)

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Empirical model prediction error analysis. by Hongqi Wang (2208238)

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Fitting curve parameters. by Hongqi Wang (2208238)

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Test instrument. by Hongqi Wang (2208238)

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Empirical model establishment process. by Hongqi Wang (2208238)

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Model prediction error trend chart. by Hongqi Wang (2208238)

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Comparison of measured and predicted values of empirical model prediction. by Hongqi Wang (2208238)

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Basic physical parameters of red clay. by Hongqi Wang (2208238)

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BP neural network structure diagram. by Hongqi Wang (2208238)

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The schematic diagram of the change law of the internal pores of the sample during the freeze-thaw cycle. by Hongqi Wang (2208238)

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SEM images of improved soil under different freeze-thaw cycles. by Hongqi Wang (2208238)

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Structure diagram of GBDT model. by Hongqi Wang (2208238)

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Model prediction error analysis index. by Hongqi Wang (2208238)

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Fitting curve parameter table. by Hongqi Wang (2208238)

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Relationship between thermal conductivity and dry density. by Hongqi Wang (2208238)

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The relationship between the thermal conductivity of the improved soil and the freeze-thaw cycle. by Hongqi Wang (2208238)

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The relationship between thermal conductivity and water content. by Hongqi Wang (2208238)

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Model prediction error analysis. by Hongqi Wang (2208238)

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Supplementary file 1_Water stress reduces cellulose deposition in the cell wall and increases wax content, resulting in decreased fiber quality.docx by Yongchao Han (10797698)

“…At 30 DPA, compared to the WW treatment, the sucrose contents in SD217 and XC7 fibers decreased by 18.66% and 12.85%, while cellulose contents dropped by 9.91% and 17.17%, respectively, resulting in a significant decrease in the thickness of the cell walls by 10.59% and 9.50% respectively. …”