Ms. Zeenat Khadim Hussain | Photogrammetry | Best Researcher Award

PhD Researcher at Wuhan University, Pakistan

Zeenat Khadim Hussain is a committed PhD researcher at the School of Remote Sensing and Information Engineering, Wuhan University, China. Her research specializes in combining deep learning methodologies with photogrammetry and remote sensing to tackle real-world environmental and urban sustainability challenges. With published work in top-tier journals, she focuses on rooftop extraction, solar energy assessment, and building detection from geospatial data. She also actively contributes to global development projects such as flood resilience planning in Pakistan.

Publication Profile 

Orcid

Educational Background 🎓

• PhD in Photogrammetry and Remote Sensing
  Wuhan University, China
  Status: Ongoing
  (Note: Earlier degrees not provided; can be added if available)

Professional Experience 💼

• PhD Researcher, Wuhan University
  Conducting advanced research on urban mapping, solar resource assessment, and geospatial data analysis using artificial intelligence techniques.

• Consultant/Research Contributor, Pakistan Flood Emergency Reconstruction and Resilience Project
  Applied remote sensing techniques for post-disaster analysis and strategic recovery planning.

Research Interests 🔬

• Remote Sensing

• Deep Learning

• Photogrammetry

• Urban Mapping

• Solar Energy Assessment

• Disaster Risk Management

Contributions & Research Achievements

• Publications:

  • 6 articles published in SCI and Scopus-indexed journals.

  • Notable work: “A Novel Architecture for Building Rooftop Extraction Using Remote Sensing and Deep Learning” in Remote Sensing Applications: Society and Environment.

• Projects:

  • Sentinel-2 Based Solar Irradiance Estimation

  • Urban Building Footprint Extraction Using Remote Sensing

  • Deep Learning-based Rooftop Solar Assessment

• Industry/Field Work:

  • Geospatial consultancy on disaster recovery in Pakistan

Conclusion🌟

Zeenat Khadim Hussain is a rising researcher in geospatial science whose work bridges innovation and real-world impact. Her deep learning-enhanced remote sensing research addresses global issues like urban energy efficiency and disaster resilience. Through her academic rigor and applied contributions, she has demonstrated both technical expertise and societal commitment, making her a strong candidate for recognition in research excellence awards.

Publications 📚

• 🛰️ Spatiotemporal Optimization for Communication-Navigation-Sensing Collaborated Emergency Monitoring
  International Journal of Digital Earth, 📅 2025-12-31
  🔗 DOI: 10.1080/17538947.2025.2475517
  👥 Authors: Xicheng Tan, Bocai Liu, Chaopeng Li, Zeenat Khadim Hussain, Kaiqi Wang, Kai Wang, Mengyan Ye, Danyang Yang, Zhiyuan Mei

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• 🏠 A Novel Architecture for Building Rooftop Extraction Using Remote Sensing and Deep Learning
  Remote Sensing Applications: Society and Environment, 📅 2025-04
  🔗 DOI: 10.1016/j.rsase.2025.101551
  👥 Authors: Zeenat Khadim, Jiang Congshi, Muhammad Adrees, Hamza Chaudhary, Rafia Shafqat

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• 📡 3D Spatial Evolutionary Particle Swarm Algorithm Based Emergency Communication Spatial Deployment Optimization
  Geo-spatial Information Science, 📅 2025-03-11
  🔗 DOI: 10.1080/10095020.2025.2472006
  👥 Authors: Yumin Chen, Xicheng Tan, Jinguang Jiang, Xiaoliang Meng, Zeenat Khadim Hussain, Jianguang Tu, Huaming Wang, You Wan, Zongyao Sha

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• 🌿 Exploring Rangeland Dynamics in Punjab, Pakistan: Integrating LULC, LST, and Remote Sensing for Ecosystem Analysis (2000–2020)
  Rangeland Ecology & Management, 📅 2024-10
  🔗 DOI: 10.1016/j.rama.2024.09.008
  👥 Authors: Li Feng, Iram Naz, Abdul Quddoos, Zeeshan Zafar, Menglan Gan, Muhammad Aslam, Zeenat Khadim Hussain, Walid Soufan, Khalid F. Almutairi

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• 🚗 LCEVES: A Locally Constrained Evolutionary Algorithm for Vehicle Evacuation Scheduling Under Urban Waterlogging Risk
  Transactions in GIS, 📅 2024-08
  🔗 DOI: 10.1111/tgis.13196
  👥 Authors: Luowen Rao, Xicheng Tan, Yanfei Zhong, Chunhui Chen, Zeenat Khadim Hussain, Ailong Ma, Huamin Wang, Shengpeng Yin, Fangyu Liu, Zhiyuan Mei

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• 🚁 DDPG-Based Spatiotemporal Dynamic Deployment Optimization of Air-Ground Ad Hoc Network for Disaster Emergency Response
  International Journal of Applied Earth Observation and Geoinformation, 📅 2024-04
  🔗 DOI: 10.1016/j.jag.2024.103708
  👥 Authors: Yuhui Zeng, Xicheng Tan, Moquan Sha, Zeenat Khadim Hussain, Tongliang Lin, Jianguang Tu, Huamin Wang, Bocai Liu, Chaopeng Li, Fang Huang et al.

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• 🏗️ A Comparative Study of PP-LiteSeg, Dual Attention Network, DeeplabV3p and Asymmetric Neural Network for Rooftop Detection in UAV Images
  📅 2024-04-10
  🔗 DOI: 10.20944/preprints202404.0705.v1
  👥 Authors: Zeenat Khadim Hussain, Jiang Congshir, Yuan Xin Xin, Muhammad Raza e Mustafa

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• ⚙️ A Fast Rooftop Extraction Deep Learning Method Based on PP-LiteSeg for UAV Imagery
  2023 International Conference on Artificial Intelligence and Automation Control (AIAC), 📅 2023-11-17
  🔗 DOI: 10.1109/aiac61660.2023.00005
  👥 Authors: Huiqing Xu, Chengxiong Li, Yusheng Liu, Guangzhe Shao, Zeenat Khadim Hussain

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