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Liangxiu Han

manchester metropolitan university

33H-index
165Paper Count
4.0KCitation Count
Published Papers 48
Publication Date
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AgriPINN: A Process-Informed Neural Network for Interpretable and Scalable Crop Biomass Prediction under Water Stress
errSmart Agricultural Technology
IF5.7
err2026-09-03
err0
errOAAI
errYue Shi; Amit Kumar Srivastava; Dominik Behrend; Thomas Gaiser; Nguyen Huu Thuy; Xin Zhang; Tam Sobeih; Frank Ewert; Krishnagopal Halder; Liangxiu Han
errShare
errSave
High-Resolution Maize Yield Mapping across Africa using Earth Observation and Machine Learning, Deep Learning, and Foundation Model
errScience of Remote Sensing
IF5.2
err2025-12-03
err0
errOAAI
errKrishnagopal Halder; Frank Ewert; Anitabha Ghosh; Kaushik Muduchuru; Lily-belle Sweet; Radwa Elshawi; Jan Timko; Wenhi Zheng; Karam Alsafadi; Gang Zhao; Michael Maerker; Manmeet Singh; Lei Guoging; Thomas Gaiser; Dominik Behrend; Yue Shi; Liangxiu Han; Masahiro Ryo; Amit Kumar Srivastava
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errSave
A Novel Large Vision Foundation Model-Based Approach for Generating High-Resolution Canopy Height Maps in Plantations for Precision Forestry Management
errJournal of Remote Sensing
IF6.8
err2025-10-20
err0
PREAI
errShen Tan; Xin Zhang; Liangxiu Han; Huaguo Huang; Han Wang
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errSave
A novel energy-efficient spike transformer network for depth estimation from event cameras via cross-modality knowledge distillation
errNeurocomputing
IF6.5
err2025-10-09
err0
errOAAI
errXin Zhang; Liangxiu Han; Sergio Davies; Tam Sobeih; Lianghao Han; Darren Dancey
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errSave
Editorial: Advancements in agricultural monitoring with AI enhanced remote sensing techniques
errFRONTIERS IN REMOTE SENSING
IF3.7
err2025-09-15
err0
errOAAI
errDong, Yingying; Huang, Wenjiang; Li, Hongmei; Han, Liangxiu
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errSave
A robust and scalable crop mapping framework using advanced machine learning and optical and SAR imageries
errSmart Agricultural Technology
IF5.7
err2025-08-22
err0
errOAAI
errKrishnagopal Halder; Amit Kumar Srivastava; Wenzhi Zheng; Karam Alsafadi; Gang Zhao; Michael Maerker; Manmeet Singh; Lei Guoging; Anitabha Ghosh; Murilo Vianna; Subodh Chandra Pal; Roopam Shukla; Manas Utthasini; Pablo Rosso; Avik Bhattacharya; Uday Chatterjee; Dipak Bisai; Thomas Gaiser; Dominik Behrend; Liangxiu Han; Frank Ewert
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errSave
Exploring city dynamics through tweets: A framework for capturing urban activities as complex spatiotemporal patterns
errCITIES
IF6.6
err2025-07-01
err0
errOAAI
errTantoush, Mahmud; Sengupta, Ulysses; Han, Liangxiu
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errSave
WaveDiffUR: A Wavelet-Domain Diffusion Model for Ultraresolution in Remote Sensing
errIEEE Transactions on Geoscience and Remote Sensing
IF8.6
err2025-01-01
err0
PREAI
errYue Shi; Liangxiu Han; Lianghao Han; Darren Dancey; Xueqin Zhang
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errSave
Editorial: Pests and diseases monitoring and forecasting algorithms, technologies, and applications
errFRONTIERS IN PLANT SCIENCE
IF4.8
err2024-12-04
err0
errOAAI
errDong, Yingying; Huang, Wenjiang; Lin, Kejian; Han, Liangxiu; Laneve, Giovanni; Zhang, Jingcheng
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errSave
Graph attention automatic encoder based on contrastive learning for domain recognition of spatial transcriptomics
errCOMMUNICATIONS BIOLOGY
IF5.1
err2024-10-18
err0
errOAAI
errWang, Tianqi; Zhu, Huitong; Zhou, Yunlan; Ding, Weihong; Ding, Weichao; Han, Liangxiu; Zhang, Xueqin
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errSave
A Generic Performance Model for Deep Learning in a Distributed Environment
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errKavarakuntla, Tulasi; Han, Liangxiu; Lloyd, Huw; Latham, Annabel; Kleerekoper, Anthony; Akintoye, Samson B.
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errSave
Development of a Multiscale XGBoost-Based Model for Enhanced Detection of Potato Late Blight Using Sentinel-2, UAV, and Ground Data
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2024-01-01
err2
PREAI
errChang, Sheng; Chi, Zelong; Chen, Hong; Hu, Tongle; Gao, Caixia; Meng, Jihua; Han, Liangxiu
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errSave
Layer-wise partitioning and merging for efficient and scalable deep learning
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2023-12-01
err1
errOAAI
errAkintoye, S. B.; Han, L.; Lloyd, H.; Zhang, X.; Dancey, D.; Chen, H.; Zhang, D.
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errSave
A fast Fourier convolutional deep neural network for accurate and explainable discrimination of wheat yellow rust and nitrogen deficiency from Sentinel-2 time series data
errFRONTIERS IN PLANT SCIENCE
IF4.8
err2023-10-04
err3
errOAAI
errShi, Yue; Han, Liangxiu; Gonzalez-Moreno, Pablo; Dancey, Darren; Huang, Wenjiang; Zhang, Zhiqiang; Liu, Yuanyuan; Huang, Mengning; Miao, Hong; Dai, Min
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errSave
Pepper leaf disease recognition based on enhanced lightweight convolutional neural networks
errFRONTIERS IN PLANT SCIENCE
IF4.8
err2023-08-09
err13
errOAAI
errDai, Min; Sun, Wenjing; Wang, Lixing; Dorjoy, Md Mehedi Hassan; Zhang, Shanwen; Miao, Hong; Han, Liangxiu; Zhang, Xin; Wang, Mingyou
errShare
errSave
CXR-Net: A Multitask Deep Learning Network for Explainable and Accurate Diagnosis of COVID-19 Pneumonia From Chest X-Ray Images
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2023-02-01
err12
errOAAI
errZhang, Xin; Han, Liangxiu; Sobeih, Tam; Han, Lianghao; Dempsey, Nina; Lechareas, Symeon; Tridente, Ascanio; Chen, Haoming; White, Stephen; Zhang, Daoqiang
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errSave
sMRI-PatchNet: A Novel Efficient Explainable Patch-Based Deep Learning Network for Alzheimer's Disease Diagnosis With Structural MRI
errIEEE ACCESS
IF3.6
err2023-01-01
err3
errOAAI
errZhang, Xin; Han, Liangxiu; Han, Lianghao; Chen, Haoming; Dancey, Darren; Zhang, Daoqiang
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errSave
An Explainable 3D Residual Self-Attention Deep Neural Network for Joint Atrophy Localization and Alzheimer's Disease Diagnosis Using Structural MRI
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2022-11-01
err91
errOAAI
errZhang, Xin; Han, Liangxiu; Zhu, Wenyong; Sun, Liang; Zhang, Daoqiang
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errSave
A Hybrid Parallelization Approach for Distributed and Scalable Deep Learning
errIEEE ACCESS
IF3.6
err2022-01-01
err2
errOAAI
errAkintoye, Samson B.; Han, Liangxiu; Zhang, Xin; Chen, Haoming; Zhang, Daoqiang
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errSave
A Latent Encoder Coupled Generative Adversarial Network (LE-GAN) for Efficient Hyperspectral Image Super-Resolution
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2022-01-01
err10
errOAAI
errShi, Yue; Han, Liangxiu; Han, Lianghao; Chang, Sheng; Hu, Tongle; Dancey, Darren
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errSave

Research Directions

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Co-authors
Cooperation Journals
张
张煜东 (Yudong Zhang)
H-index: 107 · Papers: 1.5K
L
Lloyd Paul Aiello
H-index: 85 · Papers: 448
F
Frank Ewert
H-index: 85 · Papers: 492
Y
Yi Pan
H-index: 83 · Papers: 907
L
Louis R. Pasquale
H-index: 79 · Papers: 650
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