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Jahan Hassan

Central Queensland University (CQUniversity)

SCHOLARLY PAPERS

5

DOWNLOADS

434

TOTAL CITATIONS

3

Scholarly Papers (5)

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1.

Intelligent Weed Management Using Aerial Image Processing and Precision Herbicide Spraying: An Overview

Number of pages: 21 Posted: 27 Jan 2025
Armin Ehrampoosh, Pushpika Hettiarachchi, Anand Koirala, Jahan Hassan, Nahina Islam, Biplob ray, Md. Nurun Nabi, Mohamed Tolba, Abdul Mazid and Stephen Xu
Central Queensland University (CQUniversity), Central Queensland University (CQUniversity), Central Queensland University (CQUniversity), Central Queensland University (CQUniversity), Central Queensland University (CQUniversity), Central Queensland University (CQUniversity) - School of Engineering and Technology, Central Queensland University, Central Queensland University (CQUniversity), Central Queensland University (CQUniversity) and Charles Darwin University
Downloads 121 (596,393)

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Weed detection, weed management, precision herbicide spraying, machine learning, deep learning, aerial image processing, artificial intelligence, cloud and edge computing, smart farming, spot spraying, blanket spraying

2.

Modelling Bushfire Severity and Predicting Future Trends in Australia Using Remote Sensing and Machine Learning

Downloads 100 (694,528)
Citation 2

Modelling Bushfire Severity and Predicting Future Trends in Australia Using Remote Sensing and Machine Learning

Environmental Modelling Software, Forthcoming
Number of pages: 36 Posted: 13 Nov 2024
Shouthiri Partheepan, Farzad Sanati and Jahan Hassan
Central Queensland University (CQUniversity), Central Queensland University (CQUniversity) and Central Queensland University (CQUniversity)
Downloads 63 (957,329)

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Natural disaster, Bushfire severity, NBR, NDVI, Predictive model

Modelling Bushfire Severity and Predicting Future Trends in Australia Using Remote Sensing and Machine Learning

Number of pages: 36 Posted: 06 Nov 2024
Shouthiri Partheepan, Farzad Sanati and Jahan Hassan
Central Queensland University (CQUniversity), Central Queensland University (CQUniversity) and Central Queensland University (CQUniversity)
Downloads 37 (1,252,562)
Citation 2

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Natural disaster, Bushfire severity, NBR, NDVI, Predictive model

3.

Integrating Physics-Informed Fire Spread Modelling with Encoder–Decoder LSTM Forecasting for Wildfire Trajectory and Area Prediction

Downloads 97 (720,278)

Integrating Physics-Informed Fire Spread Modelling with Encoder–Decoder LSTM Forecasting for Wildfire Trajectory and Area Prediction

Number of pages: 42 Posted: 06 Jan 2026
Shouthiri Partheepan, Farzad Sanati and Jahan Hassan
Central Queensland University (CQUniversity), Central Queensland University (CQUniversity) and Central Queensland University (CQUniversity)
Downloads 50 (1,095,444)

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wildfire trajectory prediction, encoder-decoder LSTM, synthetic simulation data, fire modelling, wildfire forecasting.

Integrating Physics-Informed Fire Spread Modelling with Encoder–Decoder LSTM Forecasting for Wildfire Trajectory and Area Prediction

Number of pages: 42 Posted: 06 Jan 2026
Shouthiri Partheepan, Farzad Sanati and Jahan Hassan
Central Queensland University (CQUniversity), Central Queensland University (CQUniversity) and Central Queensland University (CQUniversity)
Downloads 47 (1,144,483)

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wildfire trajectory prediction, encoder-decoder LSTM, synthetic simulation data, fire modelling, wildfire forecasting.

4.

Towards Sustainable Industry 4.0: A Survey on Greening the Ioe in 6g Networks

Number of pages: 85 Posted: 24 Apr 2024
SAEED AHMED, Ammar Hawbani, Radhya Sahal, Sumit Srivastava, Santosh Kumar, Liang Zhao, Mohammed A. A. Al-qaness, Jahan Hassan, Mohsen Guizani and Edward Curry
University of Galway, Shenyang Aerospace University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Shenyang Aerospace University, Zhejiang Normal University - College of Physics and Electronic Information Engineering, Central Queensland University (CQUniversity), affiliation not provided to SSRN and University of Galway - Insight Centre for Data Analytics
Downloads 74 (844,901)
Citation 1

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Green IoE, Industry 4.0, 6G, energy efficiency, connectivity, sustainability.

5.

A Framework for Predicting Bushfire Severity with Machine Learning and Deep Learning Models Based on Satellite Data

Number of pages: 33 Posted: 14 May 2025
Pirunthavi Wijikumar, Shouthiri Partheepan, Jahan Hassan, Farzad Sanati and Biplob ray
University of Vavuniya, Central Queensland University (CQUniversity), Central Queensland University (CQUniversity), Central Queensland University (CQUniversity) and Central Queensland University (CQUniversity) - School of Engineering and Technology
Downloads 42 (1,157,785)

Abstract:

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bushfire, computational efficiency, Deep Learning, Machine learning, satellite-derived data