Linear regressions of the distance between buoys (km) and the Pearson correlation coefficient for each pairwise buoy combination for 2021 (blue) and 2022 (gray). by Claire Stevens (11127729)

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

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Fitting formula parameter table. by Hongqi Wang (2208238)

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Test plan. by Hongqi Wang (2208238)

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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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