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Zhiyu LIU

Tongji University

SCHOLARLY PAPERS

4

DOWNLOADS

234

TOTAL CITATIONS

0

Scholarly Papers (4)

1.

Synergistic Assessment of Multi-Scenario Urban Flooding Vulnerability Through Data-Driven Decoupling Analysis: A Case Study in Shenzhen, China

Number of pages: 62 Posted: 31 Oct 2023
affiliation not provided to SSRN, affiliation not provided to SSRN, Guangzhou University, Tongji University, University College London and Tongji University
Downloads 105 (664,543)

Abstract:

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Flooding susceptibility assessment, Urban Morphology, XGBoost, Interpretation algorithm, Spatial agglomeration analysis

2.

The Nonlinear Driving Force of the Urban Thermal Environment Based on the Bayesian Optimization Ensemble Learning

Number of pages: 46 Posted: 26 Mar 2022
Tongji University, Tongji University, affiliation not provided to SSRN, Tongji University, University of Oxford, Tongji University, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 63 (933,592)

Abstract:

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Land surface temperature, Urban morphology, Urban thermal environment, Nonlinear decoupling model

3.

Quantifying the Spatiotemporal Dynamics of Urban Flooding Susceptibility in the Greater Bay Area Under Shared Socio-Economic Pathways Using the Sd-Plus-Lightgbm Framework

Number of pages: 40 Posted: 18 Feb 2025
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, Tongji University, Guangzhou University, Guangzhou University, affiliation not provided to SSRN, Tongji University and Tongji University
Downloads 49 (1,109,210)

Abstract:

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Urban flood susceptibility, Integrated model chain, Machine learning, Shared socioeconomic pathways, Spatiotemporal dynamic assessment

4.

When and Where Do Microenvironmental Exposures Shape Urban Emotions? Nonlinear Evidence from Real-Time Sensing in Outdoor Public Space

Number of pages: 39 Posted: 13 Apr 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, Tongji University, Tongji University, Tongji University, Tongji University, University College London, Tongji University, Tongji University, affiliation not provided to SSRN and Tongji University
Downloads 17 (1,509,872)

Abstract:

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Microenvironmental Exposure, Real-Time Synchronized Sensing, Emotional Well-Being, Spatiotemporal Heterogeneity, interpretable machine learning, urban public space