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Xulin Guo

University of Saskatchewan

College of Education

Saskatoon, S7N 5A7

Canada

  • University of Saskatchewan

SCHOLARLY PAPERS

7

DOWNLOADS

264

TOTAL CITATIONS

1

Scholarly Papers (7)

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1.

Integrating Multi-Temporal Optical and SAR Imagery for Fractional Shrub and Tree Cover Estimation

Number of pages: 49 Posted: 06 Oct 2025
Irini Soubry, Yihan Pu and Xulin Guo
University of Saskatchewan, University of Saskatchewan and University of Saskatchewan
Downloads 63 (980,173)

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Woody Plant Encroachment, Fractional Woody Cover, Random Forest Modeling, Phenology, L-Band SAR

2.

Early Detection of Woody Plant Expansion in Canadian Prairie Based on Drone Imagery and Deep Learning

Number of pages: 20 Posted: 14 Apr 2025
Yihan Pu, Xiaojing Lu, Irini Soubry and Xulin Guo
University of Saskatchewan, University of Saskatchewan, University of Saskatchewan and University of Saskatchewan
Downloads 49 (1,097,529)
Citation 1

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Rapid Woody Plant Encroachment (rWPE), unmanned aerial vehicle (UAV), deep learning, semantic segmentation, Canadian Prairies, Grassland Monitoring

3.

Identifying Native Grasslands and Key Phenological Stages Using Time Series Sentinel-2 Data and Deep Learning Models

Number of pages: 30 Posted: 17 Jan 2025
Yihan Pu, Amy Nixon, Beatriz Prieto and Xulin Guo
University of Saskatchewan, Saskatchewan Ministry of Environment, Saskatchewan Ministry of Environment and University of Saskatchewan
Downloads 47 (1,121,190)

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grasslands, Remote sensing, time series data, Machine Learning, deep learning, Native grasslands, Sentinel-2

4.

Mapping Shrub and Tree Encroachment in Canadian Prairies Using Stacking Ensemble and Sentinel-1/2 Imagery

Number of pages: 34 Posted: 03 Dec 2025
Yihan Pu, Irini Soubry and Xulin Guo
University of Saskatchewan, University of Saskatchewan and University of Saskatchewan
Downloads 42 (1,209,354)

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Grassland monitoring, Sentinel-1/2 fusion, Ensemble learning, Multi-scale training, Woody plant encroachment, Model transferability

5.

Does Land Use Change Decline the Regional Ecosystem Health Maintenance? Case Study in Subtropical Coastal Region, Fuzhou, China

Number of pages: 30 Posted: 26 Jul 2024
Xiaomei Li, Zhipeng Fan, Caowu Yang, Hao Zhang, Xulin Guo, Shuhui Lai and Jinming Sha
Fujian Normal University, Fujian Normal University, Fujian Normal University, Fujian Normal University, University of Saskatchewan, affiliation not provided to SSRN and Fujian Normal University
Downloads 32 (1,304,549)

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Kyewords: Land Use Change, P-VOR-S, Regional Ecosystem Health Maintenance (REHM), Fuzhou

6.

Trade-Offs and Synergies for Urban Production-Living-Ecological Spatial Patterns-Comparison Study between Fuzhou, China, and Saskatoon, Canada

Number of pages: 25 Posted: 18 Jul 2024
Xiaomei Li, Xi Wang, Jinming Sha, Hao Zhang, Eshetu Shifaw, Xulin Guo, Shuhui Lai and Jinliang Wang
Fujian Normal University, Fujian Normal University, Fujian Normal University, Fujian Normal University, Fujian Normal University, University of Saskatchewan, affiliation not provided to SSRN and Yunnan Normal University
Downloads 19 (1,470,786)

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Production-living-ecological space, Spatial patterns, trade-offs and synergies, bivariate spatial autocorrelation

7.

Assessment of Carbon Storage in China’s National Key Ecological Function Zones: Historical Evolution, Driving Forces, and Future Projections

Number of pages: 49 Posted: 05 May 2026
Hefei Bo, Xiaonan Guo, Meng Wu, Yu Zhang, Lei He and Xulin Guo
Hebei GEO University, Hebei GEO University, affiliation not provided to SSRN, Northeast Agricultural University, Chinese Academy of Sciences and University of Saskatchewan
Downloads 12 (1,555,090)

Abstract:

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Carbon storage, Land use change, dynamics, driving forces, Scenario simulation, National key ecological function zones