By Professor Linlin Ge

Journal articles

Bai T; Stütz D; Liu C; Bulatov D; Hacker J; Ge L, 2024, 'Unsupervised Bushfire Burn Severity Mapping Using Aerial and Satellite Imagery', ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, X-4-2024, pp. 29 - 36, http://dx.doi.org/10.5194/isprs-annals-x-4-2024-29-2024

Ng AHM; Wen B; Ma Y; Guo L; Dai Y; Wang H; Ge L; Du Z, 2024, 'Integrating spatial modeling-assisted InSAR phase unwrapping with temporal analysis for advanced mine subsidence time series mapping', International Journal of Applied Earth Observation and Geoinformation, 133, http://dx.doi.org/10.1016/j.jag.2024.104143

Kuang J; Ge L; Ng AHM; Clark SR; Karimzadeh S; Matsuoka M; Du Z; Zhang Q, 2024, 'Monitoring slope stabilization of a reactivated landslide in the Three Gorges Reservoir Region (China) with multi-source satellite SAR and optical datasets', Landslides, 21, pp. 2227 - 2247, http://dx.doi.org/10.1007/s10346-024-02289-7

Liu C; Ge L; Xiang W; Du Z; Zhang Q, 2024, 'Channel Attention and Normal-Based Local Feature Aggregation Network (CNLNet): A Deep Learning Method for Predisaster Large-Scale Outdoor Lidar Semantic Segmentation', IEEE Transactions on Geoscience and Remote Sensing, 62, pp. 1 - 12, http://dx.doi.org/10.1109/TGRS.2023.3339475

Du Z; Hay-Man Ng A; Ge L, 2024, 'Editorial: Towards a better understanding of the correlation between the subsidence pattern and land use type', Frontiers in Earth Science, 12, http://dx.doi.org/10.3389/feart.2024.1434425

Liu X; Ng AHM; Ge L; Lei F; Liao X, 2024, 'Multibranch Fusion: A Multibranch Attention Framework by Combining Graph Convolutional Network and CNN for Hyperspectral Image Classification', IEEE Transactions on Geoscience and Remote Sensing, 62, http://dx.doi.org/10.1109/TGRS.2024.3442784

Ng AHM; Liu Z; Du Z; Huang H; Wang H; Ge L, 2023, 'A novel framework for combining polarimetric Sentinel-1 InSAR time series in subsidence monitoring - A case study of Sydney', Remote Sensing of Environment, 295, http://dx.doi.org/10.1016/j.rse.2023.113694

Liu C; Zhang Q; Ge L; Sepasgozar SME; Sheng Z, 2023, 'Dielectric Fluctuation and Random Motion over Ground Model (DF-RMoG): An Unsupervised Three-Stage Method of Forest Height Estimation Considering Dielectric Property Changes', Remote Sensing, 15, http://dx.doi.org/10.3390/rs15071877

Liu Z; Ng AHM; Wang H; Chen J; Du Z; Ge L, 2023, 'Land subsidence modeling and assessment in the West Pearl River Delta from combined InSAR time series, land use and geological data', International Journal of Applied Earth Observation and Geoinformation, 118, http://dx.doi.org/10.1016/j.jag.2023.103228

Ng AHM; Ge L; Chang HC; Du Z, 2023, 'Geodetic Monitoring for Land Deformation', Remote Sensing, 15, http://dx.doi.org/10.3390/rs15010283

Kuang J; Ng AHM; Ge L; Metternicht GI; Clark SR, 2023, 'Joint Use of Optical and Radar Remote Sensing Data for Characterizing the 2020 Aniangzhai Landslide Post-Failure Displacement', Remote Sensing, 15, http://dx.doi.org/10.3390/rs15020369

Lian X; Zhang H; Xiao W; Lei Y; Ge L; Qin K; He Y; Dong Q; Li L; Han Y; Fan H; Li Y; Shi L; Chang J, 2022, 'Biomass Calculations of Individual Trees Based on Unmanned Aerial Vehicle Multispectral Imagery and Laser Scanning Combined with Terrestrial Laser Scanning in Complex Stands', Remote Sensing, 14, http://dx.doi.org/10.3390/rs14194715

Zhang Q; Hensley S; Zhang R; Liu C; Ge L, 2022, 'Improved Model-Based Forest Height Inversion Using Airborne L-Band Repeat-Pass Dual-Baseline Pol-InSAR Data', Remote Sensing, 14, http://dx.doi.org/10.3390/rs14205234

Zhang Y; Lian X; Ge L; Liu X; Du Z; Yang W; Wu Y; Hu H; Cai Y, 2022, 'Surface Subsidence Monitoring Induced by Underground Coal Mining by Combining DInSAR and UAV Photogrammetry', Remote Sensing, 14, http://dx.doi.org/10.3390/rs14194711

Liu C; Sepasgozar SME; Zhang Q; Ge L, 2022, 'A novel attention-based deep learning method for post-disaster building damage classification', Expert Systems with Applications, 202, http://dx.doi.org/10.1016/j.eswa.2022.117268

Gao Y; Lian X; Ge L, 2022, 'Inversion model of surface bare soil temperature and water content based on UAV thermal infrared remote sensing', Infrared Physics and Technology, 125, http://dx.doi.org/10.1016/j.infrared.2022.104289

Zhang Q; Ge L; Hensley S; Isabel Metternicht G; Liu C; Zhang R, 2022, 'PolGAN: A deep-learning-based unsupervised forest height estimation based on the synergy of PolInSAR and LiDAR data', ISPRS Journal of Photogrammetry and Remote Sensing, 186, pp. 123 - 139, http://dx.doi.org/10.1016/j.isprsjprs.2022.02.008

Wu Y; Liu C; Zhang Q; Ge L, 2022, 'Bibliometric Analysis of Interferometric Synthetic Aperture Radar (InSAR) Application in Land Subsidence from 2000 to 2021', Journal of Sensors, 2022, http://dx.doi.org/10.1155/2022/1027673

Kuang J; Ng AHM; Ge L, 2022, 'Displacement characterization and spatial-temporal evolution of the 2020 aniangzhai landslide in danba county using time-series insar and multi-temporal optical dataset', Remote Sensing, 14, http://dx.doi.org/10.3390/rs14010068

Du Z; Ge L; Ng AHM; Lian X; Zhu Q; Horgan FG; Zhang Q, 2021, 'Analysis of the impact of the South-to-North water diversion project on water balance and land subsidence in Beijing, China between 2007 and 2020', Journal of Hydrology, 603, http://dx.doi.org/10.1016/j.jhydrol.2021.126990

Zhang Q; Ge L; Zhang R; Metternicht GI; Liu C; Du Z, 2021, 'Towards a deep-learning-based framework of sentinel-2 imagery for automated active fire detection', Remote Sensing, 13, http://dx.doi.org/10.3390/rs13234790

Zhang Q; Ge L; Zhang R; Metternicht GI; Du Z; Kuang J; Xu M, 2021, 'Deep-learning-based burned area mapping using the synergy of Sentinel-1&2 data', Remote Sensing of Environment, 264, http://dx.doi.org/10.1016/j.rse.2021.112575

Dai Y; Ng AHM; Wang H; Li L; Ge L; Tao T, 2021, 'Modeling-Assisted InSAR Phase-Unwrapping Method for Mapping Mine Subsidence', IEEE Geoscience and Remote Sensing Letters, 18, pp. 1059 - 1063, http://dx.doi.org/10.1109/LGRS.2020.2991687

Lian X; Liu X; Ge L; Hu H; Du Z; Wu Y, 2021, 'Time-series unmanned aerial vehicle photogrammetry monitoring method without ground control points to measure mining subsidence', Journal of Applied Remote Sensing, 15, http://dx.doi.org/10.1117/1.JRS.15.024505

Lian X; Wu Y; Ge L; Du Z; Liu X, 2021, 'DInSAR Monitoring of Surface Subsidence by Fusing Sentinel-1A and -1B Data to Improve Time Resolution in a Mining Area', Canadian Journal of Remote Sensing, 47, pp. 596 - 606, http://dx.doi.org/10.1080/07038992.2021.1952554

Fan H; Lian X; Yang W; Ge L; Hu H; Du Z, 2021, 'Mining large-gradient subsidence monitoring using D-InSAR optimized by GNSS', Imaging Science Journal, 69, pp. 207 - 218, http://dx.doi.org/10.1080/13682199.2022.2156667

Du Z; Ge L; Ng AHM; Zhang Q, 2020, 'Towards a revised framework of modified time series InSAR for mapping land deformation', Journal of Geodesy, 94, http://dx.doi.org/10.1007/s00190-020-01419-y

Du Z; Ge L; Ng AHM; Zhu Q; Horgan FG; Zhang Q, 2020, 'Risk assessment for tailings dams in Brumadinho of Brazil using InSAR time series approach', Science of the Total Environment, 717, http://dx.doi.org/10.1016/j.scitotenv.2020.137125

Lian X; Dai H; Ge L; Cai Y, 2020, 'Assessment of a house affected by ground movement using terrestrial laser scanning and numerical modeling', Environmental Earth Sciences, 79, http://dx.doi.org/10.1007/s12665-020-08929-0

Karimzadeh S; Matsuoka M; Kuang J; Ge L, 2019, 'Spatial prediction of aftershocks triggered by a major earthquake: A binary machine learning perspective', ISPRS International Journal of Geo-Information, 8, http://dx.doi.org/10.3390/ijgi8110517

Karimzadeh S; Matsuoka M; Kuang J; Ge L, 2019, 'Spatial Prediction of Aftershocks Triggered by a Major Earthquake: A Binary Machine Learning Perspective', ISPRS International Journal of Geo-Information, 8, pp. 462 - 462, http://dx.doi.org/10.3390/ijgi8100462

Du Z; Ge L; Ng AHM; Zhu Q; Zhang Q; Kuang J; Dong Y, 2019, 'Long-term subsidence in Mexico City from 2004 to 2018 revealed by five synthetic aperture radar sensors', Land Degradation and Development, 30, pp. 1785 - 1801, http://dx.doi.org/10.1002/ldr.3347

Alamdari MM; Ge L; Kildashti K; Zhou Y; Harvey B; Du Z, 2019, 'Non-contact structural health monitoring of a cable-stayed bridge: case study', Structure and Infrastructure Engineering, 15, pp. 1119 - 1136, http://dx.doi.org/10.1080/15732479.2019.1609529

Kuang J; Ge L; Metternicht GI; Ng AHM; Wang H; Zare M; Kamranzad F, 2019, 'Coseismic deformation and source model of the 12 November 2017 M W 7.3 Kermanshah Earthquake (Iran–Iraq border) investigated through DInSAR measurements', International Journal of Remote Sensing, 40, pp. 532 - 554, http://dx.doi.org/10.1080/01431161.2018.1514542

Du Z; Ge L; Ng AHM; Zhang Q; Alamdari MM, 2018, 'Assessment of the accuracy among the common persistent scatterer and distributed scatterer based on SqueeSAR method', IEEE Geoscience and Remote Sensing Letters, 15, pp. 1877 - 1881, http://dx.doi.org/10.1109/LGRS.2018.2864274

Ng AHM; Wang H; Dai Y; Pagli C; Chen W; Ge L; Du Z; Zhang K, 2018, 'InSAR reveals land deformation at Guangzhou and Foshan, China between 2011 and 2017 with COSMO-SkyMed data', Remote Sensing, 10, http://dx.doi.org/10.3390/rs10060813

Du Z; Ge L; Ng AHM; Xiaojing L; Li L, 2018, 'Mapping land subsidence over the eastern Beijing city using satellite radar interferometry^*', International Journal of Digital Earth, 11, pp. 504 - 519, http://dx.doi.org/10.1080/17538947.2017.1336651

Du Z; Ge L; Ng AHM; Zhu Q; Yang X; Li L, 2018, 'Correlating the subsidence pattern and land use in Bandung, Indonesia with both Sentinel-1/2 and ALOS-2 satellite images', International Journal of Applied Earth Observation and Geoinformation, 67, pp. 54 - 68, http://dx.doi.org/10.1016/j.jag.2018.01.001

Zhao Y; Wang S; Zou Z; Ge L; Cui F, 2018, 'Instability characteristics of the cracked roof rock beam under shallow mining conditions', International Journal of Mining Science and Technology, 28, pp. 437 - 444, http://dx.doi.org/10.1016/j.ijmst.2018.03.005

Du Z; Ge L; Ng AHM; Li X, 2018, 'Investigation on mining subsidence over appin-west cliff colliery using time-series SAR interferometry', International Journal of Remote Sensing, 39, pp. 1528 - 1547, http://dx.doi.org/10.1080/01431161.2017.1407501

Du Z; Ge L; Ng AHM; Li X; Li L, 2018, 'Monitoring of ground deformation in Liulin district, China using InSAR approaches', International Journal of Digital Earth, 11, pp. 264 - 283, http://dx.doi.org/10.1080/17538947.2017.1322151

Ge L; Ng AHM; Du Z; Chen HY; Li X, 2017, 'Integrated space geodesy for mapping land deformation over Choushui River Fluvial Plain, Taiwan', International Journal of Remote Sensing, 38, pp. 6319 - 6345, http://dx.doi.org/10.1080/01431161.2017.1353161

Du Z; Ge L; Ng AHM; Li X, 2017, 'Satellite-based Estimates of Ground Subsidence in Ordos Basin, China', Journal of Applied Geodesy, 11, pp. 9 - 20, http://dx.doi.org/10.1515/jag-2016-0025

Ng AH-M; Ge L; Du Z; Wang S; Ma C, 2017, 'Satellite radar interferometry for monitoring subsidence induced by longwall mining activity using Radarsat-2, Sentinel-1 and ALOS-2 data', International Journal of Applied Earth Observation and Geoinformation, 61, pp. 92 - 103, http://dx.doi.org/10.1016/j.jag.2017.05.009

Wang H; Liu-Zeng J; Ng AH-M; Ge L; Javed F; Long F; Aoudia A; Feng J; Shao Z, 2017, 'Sentinel-1 observations of the 2016 Menyuan earthquake: A buried reverse event linked to the left-lateral Haiyuan fault', International Journal of Applied Earth Observation and Geoinformation, 61, pp. 14 - 21, http://dx.doi.org/10.1016/j.jag.2017.04.011

Wang Y; Li JW; Yang J; Sun B; Ge L; Chen J, 2016, 'Spaceborne stripmap range sweep SAR: positive terrain tracking by continuous beam scanning in elevation', Remote Sensing Letters, 7, pp. 1014 - 1022, http://dx.doi.org/10.1080/2150704X.2016.1212416

Du Z; Ge L; Li X; Hay-Man Ng A, 2016, 'Subsidence monitoring over the Southern Coalfield, Australia using both L-Band and C-Band SAR time series analysis', Remote Sensing, 8, pp. 543, http://dx.doi.org/10.3390/rs8070543

Liu Y; Ge L; Ng AHM, 2016, 'Source Model from ALOS-2 ScanSAR of the 2015 Nepal Earthquakes', Journal of Applied Geodesy, 10, pp. 109 - 118, http://dx.doi.org/10.1515/jag-2015-0018

Zeng HC; Wang PB; Chen J; Liu W; Ge L; Yang W, 2016, 'A novel general imaging formation algorithm for gnss-based bistatic SAR', Sensors (Switzerland), 16, http://dx.doi.org/10.3390/s16030294

Du Z; Ge L; Li X; Ng AHM, 2016, 'Subsidence monitoring in the Ordos basin using integrated SAR differential and time-series interferometry techniques', Remote Sensing Letters, 7, pp. 180 - 189, http://dx.doi.org/10.1080/2150704X.2015.1117154

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