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Ranzhe Jiang

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

3

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67

TOTAL CITATIONS

1

Scholarly Papers (3)

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1.

A Dual-Branch Multimodal Model for Early Detection of Rice Sheath Blight: Fusing Spectral and Physiological Signatures

Number of pages: 75 Posted: 15 Nov 2024
Haiye Yu, Xiaokai Li, Yue Yu, Yuanyuan Sui, Junhe Zhang, Lei Zhang, Jiangtao Qi, Nan 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
Downloads 41 (1,183,237)
Citation 1

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rice sheath blight, Multimodal, data modality transformation, spectral feature, physiological parameters

2.

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
Downloads 11 (1,640,921)

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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
Downloads 2

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Salt mapping, Data fusion, Spectral unmixing, Convolutional neural network, Kalman filter

3.

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