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Yongze Song

Curtin University

SCHOLARLY PAPERS

15

DOWNLOADS

661

TOTAL CITATIONS

3

Scholarly Papers (15)

1.

Optimizing Large-Scale Road Maintenance Plan in Western Australia

Number of pages: 31 Posted: 18 Feb 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, Curtin University, Shanghai University, Curtin University and Hong Kong Polytechnic University
Downloads 70 (883,195)
Citation 1

Abstract:

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Road infrastructure, maintenance optimization, cost minimization, Western Australia, data-driven strategies

2.

Reconstructed Nile River Basin's Precipitation-Driven Water Storage Changes (1923-2022) and its Suitability for Climate Variability Studies

Number of pages: 29 Posted: 24 Feb 2024
Tongji University, Curtin University, Tongji University, Tongji University, Tongji University and Curtin University
Downloads 66 (907,769)

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GRACE, Deep learning, Nile River Basin, Total water storage

3.

Assessing the Response of Terrestrial Water Storage to Climate Warming in China by Coupling Cmip6 Multi-Model Ensembles, Hydrological Model, and Machine Learning Algorithms

Number of pages: 54 Posted: 25 Apr 2025
Chinese Academy of Sciences (CAS) - Northwest Institute of Eco-Environment and Resources, affiliation not provided to SSRN, Jinan University, Monash University, Jinan University, Curtin University, Curtin University, Lanzhou University, University of Jinan, University of Jinan, Hohai University, Hohai University, Hohai University and University of Jinan
Downloads 55 (1,010,164)

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Terrestrial water storage, Climate change, CMIP6, VIC model, ANN

4.

A Moving Vine Copula Approach for Estimating Path Travel Time Distributions on a Signalised Arterial Road

Number of pages: 43 Posted: 10 Oct 2022
affiliation not provided to SSRN, Curtin University, Curtin University - School of Earth and Planetary Sciences (EPS) and Curtin University
Downloads 53 (1,031,043)

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path travel time distributions, vine copula, pair-copula construction, multiple dependence, conditional dependence, arterial roads

5.

Urban Grey-Green Scales: A New Perspective for Assessing Dynamic Urban Spatial Trade-Offs

Number of pages: 21 Posted: 24 Dec 2024
Lanzhou Jiaotong University, Lanzhou Jiaotong University, Duquesne University, Curtin University, Lanzhou Jiaotong University, Chinese Academy of Sciences (CAS) - Northwest Institute of Eco-Environment and Resources, affiliation not provided to SSRN and Northwest Normal University
Downloads 52 (1,063,489)

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Green infrastructure, Impervious surface, Spatial conflict, Dryland, Sustainable development, Explainable spatial machine learning

6.

Integrating Machine Learning and Deep Learning with Remote Sensing to Identify Rooftop Farming in Dhaka, Bangladesh

Number of pages: 30 Posted: 22 Apr 2025
MD Ashikuzzaman, Yongze Song and Atiq Zaman
Curtin University, Curtin University and Curtin University
Downloads 49 (1,086,013)

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SAM, U-Net, SVM, URF, Dhaka

7.

Localized Drivers of Glacier Velocity Variations Across the Third Pole

Number of pages: 31 Posted: 22 Nov 2024
Chengdu University of Technology, Chengdu University of Technology, Curtin University, Chengdu University of Technology, Xinjiang University, Chengdu University of Technology and Lanzhou University
Downloads 46 (1,121,190)

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Glacier, Remote sensing, spatial heterogeneity, local effects, third pole

8.

Dramatic 2d/ 3d Differences in Urban Grey-Green Space Configurations Proportion and the Nonlinear Effects of the Thermal Environment

Number of pages: 41 Posted: 14 Apr 2025
Lanzhou Jiaotong University, Lanzhou Jiaotong University, Curtin University, Chinese Academy of Sciences (CAS), Lanzhou Jiaotong University, Lanzhou Jiaotong University, Lanzhou Jiaotong University, Lanzhou Jiaotong University, Northwest Normal University, Lanzhou University, Lanzhou Jiaotong University, Lanzhou Jiaotong University and Lanzhou Jiaotong University
Downloads 43 (1,157,785)

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Urban green infrastructure, Urban morphology, Extreme heat wave event, Spatial governance, Block, Interpretable machine learning model

9.

Assessing the Stability of Terrestrial Water Storage to Drought Based on Cmip6 Forcing Scenarios

Number of pages: 26 Posted: 08 Aug 2024
Northwest Normal University, Lanzhou University, Chinese Academy of Sciences (CAS), Curtin University, affiliation not provided to SSRN, Curtin University, Curtin University, affiliation not provided to SSRN, Northwest Normal University, Northwest Normal University, Northwest Normal University, Northwest Normal University and Northwest Normal University
Downloads 42 (1,170,409)
Citation 2

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Drought, Terrestrial water storage, Global warming, STVPI, CMIP6

10.

An Improved Optimization Deep Nonnegative Matrix Factorization for Hyperspectral Unmixing

Number of pages: 28 Posted: 14 Oct 2025
Guizhou University, Guizhou University, Guizhou University, Guizhou University, affiliation not provided to SSRN and Curtin University
Downloads 39 (1,209,354)

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Hyperspectral unmixing, Deep nonnegative matrix factorization, Parameter initialization, Model optimization

11.

Geospatial Learning for Large-Scale Transport Infrastructure Depth Prediction

Number of pages: 31 Posted: 04 Apr 2024
affiliation not provided to SSRN, Hong Kong Polytechnic University, Curtin University, Curtin University, Curtin University and Curtin University
Downloads 38 (1,209,354)

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Geospatial artificial intelligence (GeoAI), sustainable infrastructure, vehicle-based laser scanning, remote sensing, GIS.

12.

Exploring Green Hydrogen Production Potential in Western Australia: A Decision Framework for Site Suitability and Scenario Evaluation

Number of pages: 34 Posted: 15 Apr 2025
Ayesha Kaleem, Atiq Zaman and Yongze Song
Curtin University, Curtin University and Curtin University
Downloads 35 (1,277,121)

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solar energy, Green Hydrogen, Sustainability, climate change, Net-zero carbon

13.

Disentangling Multi-scale Drivers of Lake Cooling Effects in Highland Regions: Insights from the Yunnan Plateau

Number of pages: 47 Posted: 16 Sep 2025
Kunming University of Science and Technology, Curtin University, Kunming University of Science and Technology, Chongqing University and Kunming University of Science and Technology
Downloads 34 (1,277,121)

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Plateau lakes, Cooling effect, Random Forest, SHAP, climate adaptation, Nonlinear response

14.

Disentangling Multi-Scale Drivers of Lake Cooling Effects in Highland Regions: Insights from the Yunnan Plateau

Number of pages: 30 Posted: 16 Jul 2025
Kunming University of Science and Technology, Curtin University, Kunming University of Science and Technology, Chongqing University and Kunming University of Science and Technology
Downloads 23 (1,436,435)

Abstract:

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Plateau lakes, Cooling effect, Random Forest, SHAP, Climate adaptation, Nonlinear response

15.

Fine-Scale Climate Projections Reveal Spatial Heterogeneity in Future Aedes Suitability Across Southeast Asia

Number of pages: 26 Posted: 26 Feb 2026
GeospatialX Lab, Department of Geography, National University of Singapore (NUS), National University of Singapore (NUS), Curtin University, National Environment Agency (Singapore), The University of Hong Kong, The Chinese University of Hong Kong, National Environment Agency (Singapore), University of Southampton - WorldPop, London School of Hygiene & Tropical Medicine, National University of Singapore (NUS), Curtin University, National University of Singapore (NUS), Nanyang Technological University, University of Oxford and London School of Hygiene & Tropical Medicine - Centre for Mathematical Modelling of Infectious Diseases
Downloads 16 (1,509,872)

Abstract:

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Aedes Vectors, Arboviral Diseases, Infectious Diseases, Dengue, Environmental Suitability, Climate change, Environmental Health, Spatial Epidemiology