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Botao Zhang

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

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Scholarly Papers (2)

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1.

Combining spectral unmixing and time-series multispectral image fusion to capture the dynamic vertical variability of soil salinity

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Combining spectral unmixing and time-series multispectral image fusion to capture the dynamic vertical variability of soil salinity

Number of pages: 40 Posted: 12 May 2026
Nan Lin, Botao Zhang, Menghong Wu, Yanan Lu, Chenglong Xu and Ranzhe Jiang
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
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Salt mapping, Data fusion, Spectral unmixing, convolutional neural network, Kalman filter

Combining spectral unmixing and time-series multispectral image fusion to capture the dynamic vertical variability of soil salinity

STILL-D-26-01872
Number of pages: 42 Posted: 04 Jun 2026
Nan Lin, Botao Zhang, Menghong Wu, Yanan Lu, Chenglong Xu and Ranzhe Jiang
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
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Salt mapping, Data fusion, Spectral unmixing, Convolutional neural network, Kalman filter

Combining spectral unmixing and time-series multispectral image fusion to capture the dynamic vertical variability of soil salinity

STILL-D-26-01872
Number of pages: 42 Posted: 04 Jun 2026
Nan Lin, Botao Zhang, Menghong Wu, Yanan Lu, Chenglong Xu and Ranzhe Jiang
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
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Salt mapping, Data fusion, Spectral unmixing, Convolutional neural network, Kalman filter

2.

Explainable machine learning identifies stage-dependent nonlinear drivers of wetland change to guide ecological restoration in the Sanjiang Plain

Number of pages: 49 Posted: 05 Jun 2026
Nan Lin, Yanan Lu, Ruifei Zhu, Menghong Wu, Hao Yu, Zeyue Jing, Chenglong Xu, Botao Zhang and Ranzhe Jiang
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
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Wetlands restoration, Evolutionary characteristics, LightGBM-SHAP, Sanjiang Plain, Restoration management