By Associate Professor Samsung Lim

Book Chapters

Li B; Chen Z; Lim S, 2021, 'Geolocation Inference Using Twitter Data: A Case Study of COVID-19 in the Contiguous United States', in Geographical Information Systems Theory, Applications and Management, Springer International Publishing, pp. 119 - 139, http://dx.doi.org/10.1007/978-3-030-76374-9_8

Chen Z; Pokharel B; Li B; Lim S, 2021, 'Location Extraction from Twitter Messages Using a Bidirectional Long Short-Term Memory Neural Network with Conditional Random Field Model', in Geographical Information Systems Theory, Applications and Management, Springer International Publishing, pp. 18 - 30, http://dx.doi.org/10.1007/978-3-030-76374-9_2

Iqbal U; Lim S, 2008, 'Location Privacy in Automotive Telematics', in Karimi HA (ed.), Handbook of Research on Geoinformatics, Information Science Reference, United States of America, pp. 293 - 301, http://dx.doi.org/10.4018/978-1-59140-995-3.ch037

Journal articles

Alvioli M; Marchesini I; Pokharel B; Gnyawali K; Lim S, 2022, 'Geomorphological slope unite of the Himalayas', JOURNAL OF MAPS, http://dx.doi.org/10.1080/17445647.2022.2052768

Akbarian S; Xu C; Wang W; Ginns S; Lim S, 2022, 'An investigation on the best-fit models for sugarcane biomass estimation by linear mixed-effect modelling on unmanned aerial vehicle-based multispectral images: A case study of Australia', Information Processing in Agriculture, http://dx.doi.org/10.1016/j.inpa.2022.03.005

Hosseini M; Lim S, 2022, 'Gene expression programming and data mining methods for bushfire susceptibility mapping in New South Wales, Australia', Natural Hazards, http://dx.doi.org/10.1007/s11069-022-05350-7

Li B; Gao J; Chen S; Lim S; Jiang H, 2022, 'POI Detection of High-Rise Buildings Using Remote Sensing Images: A Semantic Segmentation Method Based on Multi-Task Attention Res-U-Net', IEEE Transactions on Geoscience and Remote Sensing, pp. 1 - 1, http://dx.doi.org/10.1109/tgrs.2022.3174399

Pokharel B; Alvioli M; Lim S, 2021, 'Assessment of earthquake-induced landslide inventories and susceptibility maps using slope unit-based logistic regression and geospatial statistics', Scientific Reports, vol. 11, http://dx.doi.org/10.1038/s41598-021-00780-y

Qi J; Ding L; Lim S, 2021, 'Toward cool cities and communities: A sensitivity analysis method to identify the key planning and design variables for urban heat mitigation techniques', Sustainable Cities and Society, vol. 75, http://dx.doi.org/10.1016/j.scs.2021.103377

Shahabi H; Rahimzad M; Piralilou ST; Ghorbanzadeh O; Homayouni S; Blaschke T; Lim S; Ghamisi P, 2021, 'Unsupervised deep learning for landslide detection from multispectral sentinel-2 imagery', Remote Sensing, vol. 13, pp. 4698 - 4698, http://dx.doi.org/10.3390/rs13224698

Chen Z; Lim S, 2021, 'Social media data-based typhoon disaster assessment', International Journal of Disaster Risk Reduction, vol. 64, pp. 102482 - 102482, http://dx.doi.org/10.1016/j.ijdrr.2021.102482

Xu Y; Shen X; Lim S; Li X, 2021, 'Three-Dimensional Object Detection with Deep Neural Networks for Automatic As-Built Reconstruction', Journal of Construction Engineering and Management, vol. 147, pp. 04021098 - 04021098, http://dx.doi.org/10.1061/(ASCE)CO.1943-7862.0002003

Stone H; Lim S; Kunasekaran M, 2021, 'Greater Sydney SARS-CoV-2 Observations from the 16th of June to the 13th of July', Global Biosecurity, http://dx.doi.org/10.31646/gbio.125/

Xu Y; Shen X; Lim S, 2021, 'CorDet: Corner-Aware 3D Object Detection Networks for Automated Scan-to-BIM', Journal of Computing in Civil Engineering, vol. 35, pp. 04021002 - 04021002, http://dx.doi.org/10.1061/(ASCE)CP.1943-5487.0000962

Pokharel B; Althuwaynee OF; Aydda A; Kim SW; Lim S; Park HJ, 2021, 'Spatial clustering and modelling for landslide susceptibility mapping in the north of the Kathmandu Valley, Nepal', Landslides, vol. 18, pp. 1403 - 1419, http://dx.doi.org/10.1007/s10346-020-01558-5

Lim S, 2021, 'Cruise Ship Travel and the Spread of COVID-19 – Australia as a Case Study', International Journal of Travel Medicine and Global Health, http://dx.doi.org/10.34172/ijtmgh.2021.03

Hosseini M; Lim S, 2021, 'Gene expression programming and ensemble methods for bushfire susceptibility mapping: a case study of Victoria, Australia', Geomatics, Natural Hazards and Risk, vol. 12, pp. 2367 - 2386, http://dx.doi.org/10.1080/19475705.2021.1964618

Qi J; Ding L; Lim S, 2020, 'Planning for cooler cities: A framework to support the selection of urban heat mitigation techniques', Journal of Cleaner Production, vol. 275, http://dx.doi.org/10.1016/j.jclepro.2020.122903

Quigley AL; Nguyen PY; Stone H; Lim S; MacIntyre CR, 2020, 'Cruise Ship Travel and the Spread of COVID-19 – Australia as a Case Study', International Journal of Travel Medicine and Global Health, vol. 9, pp. 10 - 18, http://dx.doi.org/10.34172/ijtmgh.2021.03

Asefi H; Zhang Y; Lim S; Maghrebi M; Shahparvari S, 2020, 'A multi-criteria decision support framework for municipal solid waste landfill siting: a case study of New South Wales (Australia)', Environmental Monitoring and Assessment, vol. 192, pp. 682, http://dx.doi.org/10.1007/s10661-020-08565-y

Liu L; Lim S; Shen X; Yebra M, 2020, 'Assessment of generalized allometric models for aboveground biomass estimation: A case study in Australia', Computers and Electronics in Agriculture, vol. 175, http://dx.doi.org/10.1016/j.compag.2020.105610

Chen X; Bahl P; De Silva C; Heslop D; Doolan C; Lim S; MacIntyre CR, 2020, 'Systematic Review and Evaluation of Mathematical Attack Models of Human Inhalational Anthrax for Supporting Public Health Decision Making and Response', Prehospital and Disaster Medicine, vol. 35, pp. 412 - 419, http://dx.doi.org/10.1017/S1049023X20000734

Qi Z; Lim S; Hossein Rashidi T, 2020, 'Assessment of transport equity to Central Business District (CBD) in Sydney, Australia', Transportation Letters, vol. 12, pp. 246 - 256, http://dx.doi.org/10.1080/19427867.2019.1584694

Asefi H; Zhang Y; Lim S; Maghrebi M, 2020, 'An integrated approach to suitability assessment of municipal solid waste landfills in New South Wales, Australia', Australasian Journal of Environmental Management, vol. 27, pp. 63 - 83, http://dx.doi.org/10.1080/14486563.2020.1719438

Shirowzhan S; Lim S; Trinder J; Li H; Sepasgozar SME, 2020, 'Data mining for recognition of spatial distribution patterns of building heights using airborne lidar data', Advanced Engineering Informatics, vol. 43, pp. 101033 - 101033, http://dx.doi.org/10.1016/j.aei.2020.101033

Ghorbanzadeh O; Shahabi H; Mirchooli F; Valizadeh Kamran K; Lim S; Aryal J; Jarihani B; Blaschke T, 2020, 'Gully erosion susceptibility mapping (GESM) using machine learning methods optimized by the multi‑collinearity analysis and K-fold cross-validation', Geomatics, Natural Hazards and Risk, vol. 11, pp. 1653 - 1678, http://dx.doi.org/10.1080/19475705.2020.1810138

Qi J; Ding L; Lim S, 2020, 'Ontology-based knowledge representation of urban heat island mitigation strategies', Sustainable Cities and Society, vol. 52, http://dx.doi.org/10.1016/j.scs.2019.101875

Gao Q; Lim S, 2019, 'A probabilistic fusion of a support vector machine and a joint sparsity model for hyperspectral imagery classification', GIScience and Remote Sensing, vol. 56, pp. 1129 - 1147, http://dx.doi.org/10.1080/15481603.2019.1623003

Gao Q; Lim S; Jia X, 2019, 'Spectral-spatial hyperspectral image classification using a multiscale conservative smoothing scheme and adaptive sparse representation', IEEE Transactions on Geoscience and Remote Sensing, vol. 57, pp. 7718 - 7730, http://dx.doi.org/10.1109/TGRS.2019.2915809

Liu L; Lim S; Shen X; Yebra M, 2019, 'A multiscale morphological algorithm for improvements to canopy height models', Computers and Geosciences, vol. 130, pp. 20 - 31, http://dx.doi.org/10.1016/j.cageo.2019.05.012

Asefi H; Shahparvari S; Chettri P; Lim S, 2019, 'Variable fleet size and mix VRP with fleet heterogeneity in Integrated Solid Waste Management', Journal of Cleaner Production, vol. 230, pp. 1376 - 1395, http://dx.doi.org/10.1016/j.jclepro.2019.04.250

Liu L; Lim S; Shen X; Yebra M, 2019, 'A hybrid method for segmenting individual trees from airborne lidar data', Computers and Electronics in Agriculture, vol. 163, http://dx.doi.org/10.1016/j.compag.2019.104871

Zhang Y; Lim S, 2019, 'Drivers of Wildfire occurrence patterns in the inland riverine environment of New South Wales, Australia', Forests, vol. 10, http://dx.doi.org/10.3390/f10060524

Asefi H; Lim S; Maghrebi M; Shahparvari S, 2019, 'Mathematical modelling and heuristic approaches to the location-routing problem of a cost-effective integrated solid waste management', Annals of Operations Research, vol. 273, pp. 75 - 110, http://dx.doi.org/10.1007/s10479-018-2912-1

Gao Q; Lim S, 2019, 'Classification of hyperspectral images with convolutional neural networks and probabilistic relaxation', Computer Vision and Image Understanding, http://dx.doi.org/10.1016/j.cviu.2019.102801

Liu X; Lim S, 2018, 'An agent-based evacuation model for the 2011 Brisbane City-scale riverine flood', Natural Hazards, vol. 94, pp. 53 - 70, http://dx.doi.org/10.1007/s11069-018-3373-1

Liu L; Lim S, 2018, 'A voxel-based multiscale morphological airborne lidar filtering algorithm for digital elevation models for forest regions', Measurement: Journal of the International Measurement Confederation, vol. 123, pp. 135 - 144, http://dx.doi.org/10.1016/j.measurement.2018.03.020

Raina MacIntyre C; Engells TE; Scotch M; Heslop DJ; Gumel AB; Poste G; Chen X; Herche W; Steinhöfel K; Lim S; Broom A, 2018, 'Converging and emerging threats to health security', Environment Systems and Decisions, vol. 38, pp. 198 - 207, http://dx.doi.org/10.1007/s10669-017-9667-0

Gao Q; Lim S; Jia X, 2018, 'Improved joint sparse models for hyperspectral image classification based on a novel neighbour selection strategy', Remote Sensing, vol. 10, http://dx.doi.org/10.3390/rs10060905

Chen Z; Lim S, 2018, 'Collecting typhoon disaster information from twitter based on query expansion', ISPRS International Journal of Geo-Information, vol. 7, http://dx.doi.org/10.3390/ijgi7040139

Gao Q; Lim S; Jia X, 2018, 'Hyperspectral image classification using convolutional neural networks and multiple feature learning', Remote Sensing, vol. 10, http://dx.doi.org/10.3390/rs10020299

Figueroa LLL; Lim S; Lee J, 2018, 'Modelling the effect of deprived physical urban environments on academic performance in the Philippines', GeoJournal, vol. 83, pp. 13 - 30, http://dx.doi.org/10.1007/s10708-016-9751-x

Gao Q; Lim S; Jia X, 2018, 'Hyperspectral image classification using joint sparse model and discontinuity preserving relaxation', IEEE Geoscience and Remote Sensing Letters, vol. 15, pp. 78 - 82, http://dx.doi.org/10.1109/LGRS.2017.2774253

Asefi H; Lim S, 2017, 'A novel multi-dimensional modeling approach to integrated municipal solid waste management', Journal of Cleaner Production, vol. 166, pp. 1131 - 1143, http://dx.doi.org/10.1016/j.jclepro.2017.08.061

Zhang Y; Lim S; Sharples JJ, 2017, 'Effects of climate on the size of wildfires in the Eucalyptus camaldulensis forests and the dry lands of the Riverina Bioregion, Australia', Forest Ecology and Management, vol. 401, pp. 330 - 340, http://dx.doi.org/10.1016/j.foreco.2017.07.009

Maghrebi M; Lim S; Asefi H, 2017, 'Adaptation of simulated annealing to an integrated municipal solid waste location-routing problem', International Journal of Logistics Systems and Management, vol. 28, pp. 127 - 143, http://dx.doi.org/10.1504/IJLSM.2017.086348

Zhang Y; Lim S; Sharples JJ, 2017, 'Wildfire occurrence patterns in ecoregions of New South Wales and Australian Capital Territory, Australia', Natural Hazards, vol. 87, pp. 415 - 435, http://dx.doi.org/10.1007/s11069-017-2770-1

Liu X; Lim S, 2017, 'Flood Inundation Modelling for Mid-Lower Brisbane Estuary', River Research and Applications, vol. 33, pp. 415 - 426, http://dx.doi.org/10.1002/rra.3078

Liu L; Lim S, 2017, 'Color component-based road feature extraction from airborne lidar and imaging data sets', Journal of Surveying Engineering, vol. 143, http://dx.doi.org/10.1061/(ASCE)SU.1943-5428.0000198

Maghrebi M; Lim S; Asefi H, 2017, 'Adaptation of simulated annealing to an integrated municipal solid waste location-routing problem', International Journal of Logistics Systems and Management, vol. 28, pp. 127 - 127, http://dx.doi.org/10.1504/ijlsm.2017.10007117

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