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, 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, 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

Journal articles

Jindal M; Stone H; Lim S; MacIntyre CR, 2025, 'A Geospatial Perspective Toward the Role of Wild Bird Migrations and Global Poultry Trade in the Spread of Highly Pathogenic Avian Influenza H5N1', Geohealth, 9, http://dx.doi.org/10.1029/2024GH001296

Quigley AL; Kunasekaran M; Stone H; Honeyman D; Notaras A; Lim S; MacIntyre R, 2025, 'The impact of the cruise ship Coral Princess on COVID-19 transmission in regional Western Australia in 2022', Journal of Travel Medicine, 32, http://dx.doi.org/10.1093/jtm/taae044

Honeyman D; Gurdasani D; Notaras A; Akhtar Z; Edgeworth J; Moa A; Chughtai AA; Quigley A; Lim S; MacIntyre CR, 2025, 'Global Epidemiology of Outbreaks of Unknown Cause Identified by Open-Source Intelligence, 2020–2022', Emerging Infectious Diseases, 31, pp. 298 - 308, http://dx.doi.org/10.3201/eid3102.240533

Hosseini R; Tong D; Lim S; Sohn G; Gidófalvi G, 2025, 'A framework for performance analysis of OpenStreetMap data in navigation applications: the case of a well-developed road network in Australia', Annals of GIS, 31, pp. 233 - 250, http://dx.doi.org/10.1080/19475683.2025.2468184

Kanwar M; Pokharel B; Lim S, 2025, 'A new random forest method for landslide susceptibility mapping using hyperparameter optimization and grid search techniques', International Journal of Environmental Science and Technology, http://dx.doi.org/10.1007/s13762-024-06310-3

Imani M; Lim S, 2025, 'An eigenvalue decomposition-based Gabor network for polarimetric synthetic aperture radar image classification', Earth Science Informatics, 18, http://dx.doi.org/10.1007/s12145-024-01637-4

Muluneh AG; Moa A; Lim S; MacIntyre CR, 2025, 'Mapping biosafety level 3 (BSL-3) and BSL-4 laboratories for public health threats reduction', Journal of Public Health Germany, http://dx.doi.org/10.1007/s10389-025-02492-3

Quigley DA; Honeyman MD; Lim APS; MacIntyre PCR, 2025, 'Enhanced surveillance of a pneumonia outbreak of unknown cause in Argentina in 2022 using the AI system, EPIWATCH', International Journal of Infectious Diseases, 152, pp. 107571 - 107571, http://dx.doi.org/10.1016/j.ijid.2024.107571

Hosseini R; Lim S; Tong D; Sohn G; Seyedabrishami S, 2024, 'A specialized inclusive road dataset with elevation profiles for realistic pedestrian navigation using open geospatial data and deep learning', Computers Environment and Urban Systems, 114, http://dx.doi.org/10.1016/j.compenvurbsys.2024.102199

Kazemi Garajeh M; Akbari R; Aghaei Chaleshtori S; Shenavaei Abbasi M; Tramutoli V; Lim S; Sadeqi A, 2024, 'Correction to: A Comprehensive Assessment of Climate Change and Anthropogenic Effects on Surface Water Resources in the Lake Urmia Basin, Iran (Remote Sensing, (2024), 16, 11, (1960), 10.3390/rs16111960)', Remote Sensing, 16, http://dx.doi.org/10.3390/rs16244750

Akbarian S; Jamnani MR; Xu C; Wang W; Lim S, 2024, 'Plot level sugarcane yield estimation by machine learning on multispectral images: A case study of Bundaberg, Australia', Information Processing in Agriculture, 11, pp. 476 - 487, http://dx.doi.org/10.1016/j.inpa.2023.06.004

Hutchinson D; Li B; Lim S; Stone H; MacIntyre CR, 2024, 'Using EPIWATCH® open-source surveillance to describe the epidemiology of lumpy skin disease outbreaks in South and Southeast Asia (2022–2023)', Australian Veterinary Journal, 102, pp. 524 - 529, http://dx.doi.org/10.1111/avj.13362

Kazemi Garajeh M; Akbari R; Aghaei Chaleshtori S; Shenavaei Abbasi M; Tramutoli V; Lim S; Sadeqi A, 2024, 'A Comprehensive Assessment of Climate Change and Anthropogenic Effects on Surface Water Resources in the Lake Urmia Basin, Iran', Remote Sensing, 16, http://dx.doi.org/10.3390/rs16111960

Raina MacIntyre C; Lim S; Gurdasani D; Miranda M; Metcalf D; Quigley A; Hutchinson D; Burr A; Heslop DJ, 2024, 'Early detection of emerging infectious diseases - implications for vaccine development', Vaccine, 42, pp. 1826 - 1830, http://dx.doi.org/10.1016/j.vaccine.2023.05.069

Li B; Gao J; Chen S; Lim S; Jiang H, 2024, 'DF-DRUNet: A decoder fusion model for automatic road extraction leveraging remote sensing images and GPS trajectory data', International Journal of Applied Earth Observation and Geoinformation, 127, http://dx.doi.org/10.1016/j.jag.2023.103632

Li B; Hutchinson D; Lim S; MacIntyre CR, 2024, 'An attention-based hybrid model for spatial and temporal sentiment analysis of COVID-19 related tweets in the contiguous United States', Geo Spatial Information Science, ahead-of-print, pp. 1 - 20, http://dx.doi.org/10.1080/10095020.2024.2408343

Kanwar M; Pokharel B; Lim S, 2024, 'Application of Persistent Scatterer Interferometry to monitor land motion along radar line of sight in landslide-prone areas of Himachal Pradesh, India', Geomatics Natural Hazards and Risk, 15, http://dx.doi.org/10.1080/19475705.2024.2362404

Bradley M; Dean K; Lim S; Laurens KR; Harris F; Tzoumakis S; O’Hare K; Carr VJ; Green MJ; O'Hare K, 2024, 'Early life exposure to air pollution and psychotic-like experiences, emotional symptoms, and conduct problems in middle childhood', Social Psychiatry and Psychiatric Epidemiology, 59, pp. 87 - 98, http://dx.doi.org/10.1007/s00127-023-02533-w

Chen R; Kunasekaran M; Moa A; Lim S; Chughtai AA; Kpozehouen EB; Chen X; Quigley A; Macintyre CR, 2024, 'Respiratory illness of unknown cause as an early signal of the COVID-19 pandemic', Global Biosecurity, 6, http://dx.doi.org/10.31646/gbio.253

Akbarian S; Xu C; Wang W; Ginns S; Lim S, 2023, '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, 10, pp. 361 - 376, http://dx.doi.org/10.1016/j.inpa.2022.03.005

Hosseini R; Tong D; Lim S; Sun QC; Sohn G; Gidófalvi G; Alimohammadi A; Seyedabrishami S, 2023, 'A Novel Method for Extracting and Analyzing the Geometry Properties of the Shortest Pedestrian Paths Focusing on Open Geospatial Data', ISPRS International Journal of Geo Information, 12, http://dx.doi.org/10.3390/ijgi12070288

Alvioli M; Fowler D; Lim S, 2023, 'Spatial-temporal modeling of COVID-19 areas in Italy and the role of urban settings', , http://dx.doi.org/10.5194/egusphere-egu23-13960

Pokharel B; Lim S; Bhattarai TN; Alvioli M, 2023, 'Rockfall susceptibility along Pasang Lhamu and Galchhi-Rasuwagadhi highways, Rasuwa, Central Nepal', Bulletin of Engineering Geology and the Environment, 82, http://dx.doi.org/10.1007/s10064-023-03174-8

MacIntyre CR; Chen X; Kunasekaran M; Quigley A; Lim S; Stone H; Paik HY; Yao L; Heslop D; Wei W; Sarmiento I; Gurdasani D, 2023, 'Artificial intelligence in public health: the potential of epidemic early warning systems', Journal of International Medical Research, 51, http://dx.doi.org/10.1177/03000605231159335

Hosseini M; Lim S, 2023, 'Burned area detection using Sentinel-1 SAR data: A case study of Kangaroo Island, South Australia', Applied Geography, 151, http://dx.doi.org/10.1016/j.apgeog.2022.102854

Costantino V; Bahl P; Doolan C; De Silva C; Heslop D; Chen X; Lim S; MacIntyre CR, 2023, 'Modeling on the Effects of Deliberate Release of Aerosolized Inhalational Bacillus anthracis (Anthrax) on an Australian Population', Health Security, 21, pp. 61 - 69, http://dx.doi.org/10.1089/hs.2022.0100

Qi J; Ding L; Lim S, 2023, 'Application of a decision-making framework for multi-objective optimisation of urban heat mitigation strategies', Urban Climate, 47, http://dx.doi.org/10.1016/j.uclim.2022.101372

Stone H; Heslop D; Lim S; Sarmiento I; Kunasekaran M; Raina MacIntyre C, 2023, 'Open-Source Intelligence for Detection of Radiological Events and Syndromes Following the Invasion of Ukraine in 2022: Observational Study', Jmir Infodemiology, 3, http://dx.doi.org/10.2196/39895

MacIntyre CR; Lim S; Quigley A, 2022, 'Preventing the next pandemic: Use of artificial intelligence for epidemic monitoring and alerts', Cell Reports Medicine, 3, pp. 1 - 3, http://dx.doi.org/10.1016/j.xcrm.2022.100867

Fowler D; Middleton P; Lim S, 2022, 'Extending floating catchment area methods to estimate future hospital bed capacity requirements', Spatial and Spatio Temporal Epidemiology, 43, http://dx.doi.org/10.1016/j.sste.2022.100544

Qi J; Ding L; Lim S, 2022, 'A Decision-Making Framework to Support Urban Heat Mitigation by Local Governments', Resources Conservation and Recycling, 184, http://dx.doi.org/10.1016/j.resconrec.2022.106420

Hosseini M; Lim S, 2022, 'Gene expression programming and data mining methods for bushfire susceptibility mapping in New South Wales, Australia', Natural Hazards, 113, pp. 1349 - 1365, http://dx.doi.org/10.1007/s11069-022-05350-7

Akbarian S; Xu C; Wang W; Ginns S; Lim S, 2022, 'Sugarcane yields prediction at the row level using a novel cross-validation approach to multi-year multispectral images', Computers and Electronics in Agriculture, 198, pp. 107024, http://dx.doi.org/10.1016/j.compag.2022.107024

Alvioli M; Marchesini I; Pokharel B; Gnyawali K; Lim S, 2022, 'Geomorphological slope units of the Himalayas', Journal of Maps, 18, pp. 300 - 313, http://dx.doi.org/10.1080/17445647.2022.2052768

Liu J; Freudenberger D; Lim S, 2022, 'Mapping burned areas and land-uses in Kangaroo Island using an object-based image classification framework and Landsat 8 Imagery from Google Earth Engine', Geomatics Natural Hazards and Risk, 13, pp. 1867 - 1897, http://dx.doi.org/10.1080/19475705.2022.2098066

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 Multitask Attention Res-U-Net', IEEE Transactions on Geoscience and Remote Sensing, 60, 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, 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, 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, 13, 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, 64, 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, 147, 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, 35, 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, 18, pp. 1403 - 1419, http://dx.doi.org/10.1007/s10346-020-01558-5

Lim S; MacIntyre R; Nguyen P; Quigley A; Stone H, 2021, 'Cruise Ship Travel and the Spread of COVID-19 – Australia as a Case Study', International Journal of Travel Medicine and Global Health, 9, pp. 10 - 18, 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, 12, pp. 2367 - 2386, http://dx.doi.org/10.1080/19475705.2021.1964618

Stone H; Lim S; Kunasekaran M; Nunes-Vaz R, 2021, 'Greater Sydney SARS-CoV-2 Observations from the 16th of June to the 13th of July', Global Biosecurity, 3, http://dx.doi.org/10.31646/gbio.125

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