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Zhongwang Wei

Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai

SCHOLARLY PAPERS

11

DOWNLOADS

825

TOTAL CITATIONS

2

Scholarly Papers (11)

A Multimodal Machine Learning Fused Global 0.1° Daily Evapotranspiration Dataset from 1950-2022

Number of pages: 53 Posted: 17 Apr 2024
Qingchen Xu, Lu Li, Zhongwang Wei, Xuhui Lee and Yongjiu Dai
affiliation not provided to SSRN, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Yale University - School of the Environment and Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai
Downloads 101 (694,787)
Citation 1

Abstract:

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evapotranspiration, automated machine learning, multimodal, prolonged data reconstruction

A Multimodal Machine Learning Fused Global 0.1° Daily Evapotranspiration Dataset from 1950-2022

Number of pages: 61 Posted: 20 Sep 2024
Qingchen Xu, Lu Li, Zhongwang Wei, Xuhui Lee and Yongjiu Dai
affiliation not provided to SSRN, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Yale University - School of the Environment and Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai
Downloads 56 (1,027,773)

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evapotranspiration, automated machine learning, multimodal, prolonged data reconstruction

Physical Process-Based Attention Encoder-Decoder Lstm Model to Improve Global Soil Moisture Prediction

Number of pages: 52 Posted: 03 Sep 2024
Changchun Normal University - College of Computer Science and Technology, Changchun Normal University, Changchun Normal University, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Changchun Normal University, Changchun Normal University, Changchun Normal University, Changchun Normal University and Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai
Downloads 93 (767,205)

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Attention-Enhanced Encoder-Decoder model, Physical Model Features in DL, Soil Moisture Prediction

Physical Process-Based Attention Encoder-Decoder Lstm Model to Improve Global Soil Moisture Prediction

Number of pages: 51 Posted: 01 Jun 2024
Changchun Normal University - College of Computer Science and Technology, Changchun Normal University, Changchun Normal University, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Changchun Normal University, Changchun Normal University and Changchun Normal University
Downloads 39 (1,252,562)

Abstract:

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Keywords: Deep learning, LSTM, HBV, Soil moisture

Soil Hydraulic Pedotransfer Functions for Estimating Saturated Hydraulic Conductivity: A Deep Symbolic Regression Approach with Mean Shift Clustering

Number of pages: 28 Posted: 14 Jun 2025
affiliation not provided to SSRN, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, affiliation not provided to SSRN, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Changchun Normal University, affiliation not provided to SSRN, Jilin University (JLU) - College of Computer Science and Technology, Changchun Normal University - College of Computer Science and Technology and Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai
Downloads 53 (1,060,784)

Abstract:

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Soil saturated hydraulic conductivity, Symbolic regression, Mean shift clustering, Pedotransfer functions

Soil Hydraulic Pedotransfer Functions for Estimating Saturated Hydraulic Conductivity: A Deep Symbolic Regression Approach with Mean Shift Clustering

Number of pages: 35 Posted: 04 Dec 2025
affiliation not provided to SSRN, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, affiliation not provided to SSRN, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Changchun Normal University, affiliation not provided to SSRN, Jilin University (JLU) - College of Computer Science and Technology, Changchun Normal University - College of Computer Science and Technology and Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai
Downloads 50 (1,131,842)

Abstract:

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Soil saturated hydraulic conductivity, Symbolic regression, Mean shift clustering, Pedotransfer functions

Improving Global Soil Moisture Prediction Based on Meta-Learning Model Leveraging Köppen-Geiger Climate Classification

Number of pages: 42 Posted: 11 Jun 2024
Changchun Normal University - College of Computer Science and Technology, Changchun Normal University, Changchun Normal University, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Jilin University (JLU) - College of Computer Science and Technology and Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai
Downloads 46 (1,144,483)

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Soil moisture, Meta-learning, Deep learning, LSTM

Improving Global Soil Moisture Prediction Based on Meta-Learning Model Leveraging Köppen-Geiger Climate Classification

Number of pages: 42 Posted: 09 May 2024
Changchun Normal University - College of Computer Science and Technology, Changchun Normal University, Changchun Normal University, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Jilin University (JLU) - College of Computer Science and Technology and Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai
Downloads 38 (1,281,607)
Citation 1

Abstract:

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Soil moisture, Meta-learning, Deep Learning, LSTM

5.

Landbench 1.0: A Benchmark Dataset and Evaluation Metrics for Data-Driven Land Surface Variables Prediction

Number of pages: 29 Posted: 10 Apr 2023
Changchun Normal University - College of Computer Science and Technology, Changchun Normal University, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Changchun Normal University, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Changchun Normal University - College of Computer Science and Technology, Changchun Normal University, Jilin University (JLU) - College of Computer Science and Technology and Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai
Downloads 78 (830,555)

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Explaining global soil organic carbon mapping discrepancies with explainable AI: A comparison of soil type linkage and digital soil mapping

Number of pages: 30 Posted: 28 Jan 2026
Sun Yat-sen University (SYSU), affiliation not provided to SSRN, affiliation not provided to SSRN, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, KU Leuven, KU Leuven, KU Leuven, Changchun Normal University - College of Computer Science and Technology, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai and Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai
Downloads 54 (1,083,731)

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Soil organic carbon, Digital Soil Mapping, Global soil dataset, Explainable machine learning, Southwest China

Explaining global soil organic carbon mapping discrepancies with explainable AI: A comparison of soil type linkage and digital soil mapping

Number of pages: 31 Posted: 07 May 2026
Sun Yat-sen University (SYSU), affiliation not provided to SSRN, affiliation not provided to SSRN, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, KU Leuven, KU Leuven, KU Leuven, KU Leuven, Changchun Normal University - College of Computer Science and Technology, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai and Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai
Downloads 19 (1,579,999)

Abstract:

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Soil organic carbon, Digital soil mapping, Global soil dataset, Explainable machine learning, Southwest China

7.

Improving Latent Heat Flux Prediction via Enhanced Cross-Variable Interaction and Temporal Dependence Learning

Number of pages: 41 Posted: 01 Jan 2026
Changchun Normal University - College of Computer Science and Technology, Changchun Normal University, Changchun Normal University, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai and Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai
Downloads 69 (924,743)

Abstract:

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latent heat flux

8.

A Novel Diversity-Aware Sampling Method for Global Soil Moisture Prediction

Number of pages: 32 Posted: 14 Jan 2025
Changchun Normal University, Changchun Normal University - College of Computer Science and Technology, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, affiliation not provided to SSRN, Changchun Normal University, Changchun Normal University, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai and Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai
Downloads 62 (961,006)

Abstract:

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Soil Moisture Prediction, Diversity-Aware Sampling (DAS), Spatial Representativeness, Temporal Diversity, Deep Learning Models, Drought Forecasting

A Global 500 m Dataset of Tree Crown Morphology to Advance Vegetation Modeling and Management

Number of pages: 35 Posted: 07 Apr 2026
Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, affiliation not provided to SSRN, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai
Downloads 24 (1,486,852)

Abstract:

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Crown structure, Canopy height, Allometry, machine learning, Global mapping

A Global 500 m Dataset of Tree Crown Morphology to Advance Vegetation Modeling and Management

Number of pages: 42 Posted: 15 Mar 2026
affiliation not provided to SSRN, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai
Downloads 14 (1,589,301)

Abstract:

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Crown structure, Canopy height, Allometry, machine learning, Global mapping

10.

A Dependency-Guided Symbolic Regression Framework for Overcoming Error Compensation in Hybrid AI–Physical Models

Number of pages: 36 Posted: 27 Feb 2026
Changchun Normal University - College of Computer Science and Technology, Changchun Normal University, affiliation not provided to SSRN, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Changchun Normal University, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Changchun Normal University, Changchun Normal University, affiliation not provided to SSRN, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai and Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai
Downloads 17 (1,500,778)

Abstract:

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11.

RAPL:A High-Fidelity Residual-Attention Surrogate Enabling Cross-Forcing Generalization of Differentiable Parameter Learning for Land Surface Models

Number of pages: 53 Posted: 28 Apr 2026
Changchun Normal University, Changchun Normal University, Changchun Normal University - College of Computer Science and Technology, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Changchun Normal University, Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai, Changchun Normal University, affiliation not provided to SSRN and Southern Marine Science and Engineering Guangdong Laboratory - Zhuhai
Downloads 12 (1,541,665)

Abstract:

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Land surface model, Differentiable parameter learning, Residual-attention surrogate, Cross-forcing transferability