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Zhou Shi

Zhejiang University

38 Zheda Road

Hangzhou, 310058

China

SCHOLARLY PAPERS

21

DOWNLOADS

745

TOTAL CITATIONS

3

Scholarly Papers (21)

Calibration and Modelling of Vegetation Structure Parameter B for L-Meb Models Over Agricultural Sites

Number of pages: 39 Posted: 29 Oct 2024
Zhejiang University, Government of Canada - Agriculture and Agri-Food Canada, Nanjing Normal University, University of Illinois at Urbana-Champaign, Zhejiang Agriculture and Forestry University, Hangzhou City University, Zhejiang University and Zhejiang University
Downloads 43 (1,183,247)

Abstract:

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L-MEB model, Parameter b, Passive microwave, SMAPVEX16

Calibration and Modelling of Vegetation Structure Parameter B for L-Meb Models Over Agricultural Sites

Number of pages: 38 Posted: 19 Jun 2024
Zhejiang University, Government of Canada - Agriculture and Agri-Food Canada, Nanjing Normal University, University of Illinois at Urbana-Champaign, Zhejiang Agriculture and Forestry University, Hangzhou City University, Zhejiang University and Zhejiang University
Downloads 33 (1,311,254)

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L-MEB model, Parameter b, Passive microwave, SMAPVEX16

Hyperspectral Inversion of Soil Organic Matter Based on Improved Ensemble Learning Method

Number of pages: 21 Posted: 30 Oct 2024
Tarim University, Wuhan University, Jiangxi University of Finance and Economics, Zhejiang University - ZJU-Hangzhou Global Scientific and Technological Innovation Center, Tarim University, Tarim University, Tarim University, Tarim University and Zhejiang University
Downloads 47 (1,131,842)
Citation 1

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ensemble strategy, Visible-Near infrared spectroscopy, Soil Organic Matter, Grid search, weight allocation

Hyperspectral Inversion of Soil Organic Matter Based on Improved Ensemble Learning Method

Number of pages: 25 Posted: 05 Mar 2025
Tarim University, Wuhan University, Jiangxi University of Finance and Economics, Zhejiang University - ZJU-Hangzhou Global Scientific and Technological Innovation Center, Tarim University, Tarim University, Tarim University, Tarim University, Zhejiang University and Tarim University
Downloads 25 (1,430,393)

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ensemble strategy, Visible-Near infrared spectroscopy, Soil organic matter, Grid search, weight allocation

3.

Mapping Soil Salinity Combined Sentinel-2 Time-Series Data Mining and Subregional Modeling

Number of pages: 30 Posted: 10 Sep 2024
Tarim University, Zhejiang University, Jiangxi University of Finance and Economics, Zhejiang University - ZJU-Hangzhou Global Scientific and Technological Innovation Center, Tarim University, Tarim University, Tarim University and Zhejiang University
Downloads 59 (1,020,567)

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Soil salinization, Time-series data, Subregional modeling, Time-series feature mining, digital soil mapping

4.

Improving Hyperspectral Prediction Accuracy of Soil Organic Matter Using Novel Cascaded Optimization Methods and Super Ensemble Model

Number of pages: 20 Posted: 21 Dec 2024
Tarim University, Wuhan University, Jiangxi University of Finance and Economics, Zhejiang University - ZJU-Hangzhou Global Scientific and Technological Innovation Center, Tarim University, affiliation not provided to SSRN, Tarim University and Zhejiang University
Downloads 45 (1,121,190)
Citation 1

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Super ensemble model, Near infrared spectroscopy, Soil organic matter, Cascade optimization, Computing resource

5.

A Novel Framework for Vegetation Change Characterization from Time Series Landsat Images

Number of pages: 27 Posted: 29 Nov 2022
Zhejiang University, Zhejiang University, affiliation not provided to SSRN, Zhejiang University and Zhejiang University
Downloads 44 (1,145,425)

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vegetation, NDVI, Framework, Disturbance, Change detection

6.

A novel hyperspectral soil transfer strategy for global thinking

Number of pages: 43 Posted: 13 Nov 2025
Tarim University, affiliation not provided to SSRN, Jiangxi University of Finance and Economics, affiliation not provided to SSRN, Tarim University, Tarim University, Wuhan University, Tarim University and Zhejiang University
Downloads 42 (1,196,171)

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Transfer strategy, Near infrared spectroscopy, Domain adaptive technology, GAN, Soil organic matter, Soil spectral library

7.

General research on soil spectral modeling based on CNN-Transformer hybrid architecture and transfer learning ​

Number of pages: 30 Posted: 22 Oct 2025
Tarim University, Tarim University, Tarim University, Jiangxi University of Finance and Economics, affiliation not provided to SSRN, Tarim University, Wuhan University and Zhejiang University
Downloads 41 (1,209,354)

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transfer learning, Pre-training fine-tuning, Soil organic matter, Soil spectral library, Large model

8.

Mapping Soil Salinity Combined Sentinel-2 Time-Series Data Mining and Subregional Modeling in Southern Xinjiang, China

Number of pages: 30 Posted: 13 Aug 2024
Tarim University, Zhejiang University, Jiangxi University of Finance and Economics, Zhejiang University - ZJU-Hangzhou Global Scientific and Technological Innovation Center, Tarim University, Tarim University, Tarim University and Zhejiang University
Downloads 36 (1,236,159)

Abstract:

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Soil salinization, Time-series data, Subregional modeling, Time-series feature mining, Digital soil mapping

9.

Drivers Distinguishing of Pahs Heterogeneity In Surface Soil of China Using Deep Learning Coupled with Geo-Statistical Approach

Number of pages: 37 Posted: 05 Dec 2023
Zhejiang University, Zhejiang University - ZJU-Hangzhou Global Scientific and Technological Innovation Center, Zhejiang University, Zhejiang University, Zhejiang University, Zhejiang University, Zhejiang University and Zhengzhou University
Downloads 36 (1,236,159)

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data mining, mechanism, Polycyclic aromatic hydrocarbons, deep learning, surface soil

High resolution mapping of soil inorganic carbon using remote sensing and machine learning in Taklamakan Desert, China

Number of pages: 35 Posted: 15 Jan 2026
affiliation not provided to SSRN, Jiangxi University of Finance and Economics, Zhejiang University, Tarim University, Tarim University, Tarim University, Tarim University, affiliation not provided to SSRN and Zhejiang University
Downloads 21 (1,500,232)

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Soil inorganic carbon, Taklimakan Desert, feature selection algorithms, environmental covariates, digital mapping

High resolution mapping of soil inorganic carbon using remote sensing and machine learning in Taklamakan Desert, China

Number of pages: 34 Posted: 04 Feb 2026
affiliation not provided to SSRN, Jiangxi University of Finance and Economics, Zhejiang University, Tarim University, Tarim University, Tarim University, Tarim University, affiliation not provided to SSRN and Zhejiang University
Downloads 13 (1,598,105)

Abstract:

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SOIL INORGANIC CARBON, Taklimakan Desert, feature selection algorithms, environmental covariates, digital mapping

11.

Impacts of Freeze-Thaw on Rill Collapse in Rill Erosion: Alpine Region Case Study

Number of pages: 40 Posted: 21 Aug 2025
Xizang Agricultural and Animal Husbandry University, Central South University of Forestry and Technology, Xizang Agricultural and Animal Husbandry University, Xizang Agricultural and Animal Husbandry University, Zhejiang University, Zhejiang University and Xizang Agricultural and Animal Husbandry University
Downloads 34 (1,263,436)

Abstract:

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Freeze-thaw,Rill erosion, Probability of collapse,Sediment concentration

12.

A Novel Transfer Learning Strategy Using Soil Spectral Library with Cnn-Transformer Model

Number of pages: 24 Posted: 31 Jul 2025
Tarim University, Jiangxi University of Finance and Economics, Tarim University, affiliation not provided to SSRN, Tarim University and Zhejiang University
Downloads 34 (1,290,922)

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Transfer learning, Near infrared spectroscopy, Pre-training fine-tuning, soil organic matter, Soil spectral library, Large scale model

13.

A Novel Framework for Improving Soil Organic Carbon Mapping Accuracy by Mining Temporal Feature of Sentinel-1 Time-Series Data

Number of pages: 28 Posted: 25 Aug 2024
Tarim University, Jiangxi University of Finance and Economics, Zhejiang University - ZJU-Hangzhou Global Scientific and Technological Innovation Center, Zhejiang University, Tarim University and Zhejiang University
Downloads 34 (1,277,121)

Abstract:

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Soil organic carbon, Sentinel-1 time-series data, Optimal time window, Convolutional Neural Network-Long Short-Term Memory

14.

A Novel Framework for Assessing Shrublines and Their Geophysical Constraints in Alpine Regions Through Probabilistic Vegetation Mapping and Seed-Filling Algorithm

Number of pages: 27 Posted: 23 May 2025
affiliation not provided to SSRN, Zhejiang University, Tibet University, Tibet University and Zhejiang University
Downloads 29 (1,345,526)

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Alpine shrublines, Geographical factors, Seed-filling algorithm, Woody vegetation classification, Vegetation Index

15.

Effects of Chinese “Double Carbon Strategy” on Soil Polycyclic Aromatic Hydrocarbons Pollution

Number of pages: 42 Posted: 13 Jan 2024
Zhejiang University, Zhejiang University - ZJU-Hangzhou Global Scientific and Technological Innovation Center, Zhejiang University, Zhejiang University, Zhejiang University, Zhejiang University, Zhejiang University and Zhengzhou University
Downloads 28 (1,359,097)
Citation 1

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double carbon strategy, polycyclic aromatic hydrocarbons, prediction, emission, soil

16.

Synergistic carbon-pollution abatement in petrochemical systems: An integrated Environmental-Resource-Economic (E-R-E) framework for sustainable industrial transformation

Number of pages: 31 Posted: 08 Sep 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Zhejiang University, Zhejiang University, affiliation not provided to SSRN, affiliation not provided to SSRN and Zhejiang University
Downloads 25 (1,424,331)

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Petrochemical production process, Sensitivity analysis, Super SBM DEA, Multi-objective evaluation, Sustainable transition

17.

Digital Mapping of Soil Salinity with Time-Windows Features Optimization and Ensemble Learning Model

Number of pages: 25 Posted: 16 Oct 2024
Tarim University, Zhejiang University, Zhejiang University - ZJU-Hangzhou Global Scientific and Technological Innovation Center, Jiangxi University of Finance and Economics, Tarim University and Zhejiang University
Downloads 23 (1,424,331)

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soil salinization, Time-series data mining, feature selection, ensemble learning, digital soil mapping

18.

An explainable machine learning model for accurate estimation of residue phthalate esters in Chinese agricultural soils

Number of pages: 39 Posted: 23 Feb 2026
Zhejiang University, Zhejiang University, Zhejiang University, Chengdu University of Technology, affiliation not provided to SSRN, Nanjing Institute of Environmental Sciences, Chinese Research Academy of Environmental Sciences, Zhejiang University, Zhejiang University and Zhengzhou University
Downloads 17 (1,500,778)

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explainable machine learning, phthalate esters, China's agricultural soils, chemical pollution, spatial distribution

19.

The most pressing issue in soil hyperspectral analysis is technical failure due to soil heterogeneity

Number of pages: 29 Posted: 11 Mar 2026
Tarim University, Tarim University, Jiangxi University of Finance and Economics, Tarim University, Tarim University and Zhejiang University
Downloads 14 (1,541,665)

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Soil hyperspectral, Clustering Algorithm, soil organic matter, Spectral similarity, AEC, China Soil Spectral Library

20.

Explicit depth representation improves the 3D modelling of soil carbon to nitrogen ratio in croplands

Number of pages: 50 Posted: 03 Jun 2026
Zhejiang University, Columbia University - Lamont-Doherty Earth Observatory, Zhejiang University, Zhejiang University, affiliation not provided to SSRN, Zhejiang University - ZJU-Hangzhou Global Scientific and Technological Innovation Center and Zhejiang University
Downloads 13 (1,596,965)

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Digital soil mapping, Soil C:N stoichiometry, Vertical soil variability, Three-dimensional soil mapping, Cropland soil nutrients, remote sensing

21.

An original hyperspectral soil transfer strategy framework for global thinking

Number of pages: 34 Posted: 03 Jun 2026
Tarim University, Tarim University, affiliation not provided to SSRN, Jiangxi University of Finance and Economics, Tarim University and Zhejiang University
Downloads 9 (1,596,965)

Abstract:

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Transfer strategy, Near infrared spectroscopy, Domain adaptive technology, GAN, Soil organic matter, Soil spectral library