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 MU; Lim S, 2012, 'Location Privacy in Automotive Telematics', in Geographic Information Systems Concepts Methodologies Tools and Applications Volume I, pp. 399 - 406, http://dx.doi.org/10.4018/9781522570332.ch024

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

Quigley A; Chen R; Notaras A; Muluneh AG; Lim S; Chughtai AA; MacIntyre CR, 2026, 'A century of emergence: trends and patterns in human viral pathogens, 1900–2024, a systematic review', BMC Infectious Diseases, 26, http://dx.doi.org/10.1186/s12879-025-12362-8

Abeygunasekara H; Pokharel B; Lim S, 2026, 'Characterizing Spatiotemporal Hydrological Responses During Extreme Flooding: A Residual Analysis Using SMAP Data', ISPRS International Journal of Geo Information, 15, http://dx.doi.org/10.3390/ijgi15070277

Muluneh AG; Lim S; Maclntyre CR, 2026, 'Response to “Correspondence regarding ‘Geospatial analysis of open-source intelligence data to early detect laboratory-acquired infections, using the 2019 brucellosis laboratory leak in China as a case study’”', Infection, 54, pp. 1015, http://dx.doi.org/10.1007/s15010-026-02738-6

Imani M; Lim S, 2026, 'A contextual and scattering masked-information and discriminant analysis-based network for polarimetric SAR image classification', Advances in Space Research, 77, pp. 4598 - 4615, http://dx.doi.org/10.1016/j.asr.2025.12.033

Muluneh AG; Lim S; Moa A; Maclntyre CR, 2026, 'Geospatial analysis of open-source intelligence data to early detect laboratory-acquired infections, using the 2019 brucellosis laboratory leak in China as a case study', Infection, 54, pp. 331 - 338, http://dx.doi.org/10.1007/s15010-025-02666-x

MacIntyre R; Lim S; Chughtai A; Notaras AE, 2026, 'P-552. Analysis and Spatiotemporal Distribution of Infectious Disease Early Warning Signals During a Major Flooding Event: New South Wales and Queensland 2022 Floods', Open Forum Infectious Diseases, 13, http://dx.doi.org/10.1093/ofid/ofaf695.767

Essex R; Lim S; Jagnoor J, 2026, 'Built environment characteristics and drowning mortality: a global satellite-based analysis of urbanisation, infrastructure, and water proximity', International Journal of Injury Control and Safety Promotion, http://dx.doi.org/10.1080/17457300.2026.2678332

Paing AZ; Quigley A; Lim S; Stone H; Moa A; Macintyre CR, 2026, 'Descriptive Analysis of Strains of Avian Influenza in India, 2016-2024 Using EPIWATCH', Global Biosecurity, 8, http://dx.doi.org/10.31646/gbio.347

Honeyman DA; Heslop DJ; Akhtar Z; Lim S; MacIntyre CR, 2026, 'Global patterns of chemical incident reporting from open-source intelligence, 2023–2024', International Journal of Environmental Health Research, 36, pp. 2414 - 2426, http://dx.doi.org/10.1080/09603123.2026.2634946

Jindal M; Lim S; MacIntyre CR, 2026, 'Machine Learning-Based Geospatial Risk Modeling of Global Avian Influenza Outbreaks', Transboundary and Emerging Diseases, 2026, http://dx.doi.org/10.1155/tbed/6615342

Song Z; Li B; Notaras A; Lim S; MacIntyre CR, 2026, 'Machine learning-based time series forecasting with polygon-based emerging hotspot analysis for early warning of mpox in the United States', Geo Spatial Information Science, http://dx.doi.org/10.1080/10095020.2026.2706337

Essex R; Lim S; Jagnoor J, 2026, 'Temporal features of the built environment and associations with drowning mortality: a global satellite-based analysis', Injury Prevention, http://dx.doi.org/10.1136/ip-2026-046192

Notaras A; Lim S; Chughtai AA; MacIntyre CR, 2025, 'Analysis and spatiotemporal distribution of infectious disease early warning signals during a major flooding event: New South Wales and Queensland 2022 floods', Public Health, 249, http://dx.doi.org/10.1016/j.puhe.2025.106013

Imani M; Lim S, 2025, 'An efficient eigenvalue decomposition-based attention network for polarimetric synthetic aperture radar image classification', Advances in Space Research, 76, pp. 2795 - 2812, http://dx.doi.org/10.1016/j.asr.2025.06.064

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, 22, pp. 10635 - 10650, http://dx.doi.org/10.1007/s13762-024-06310-3

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

Li B; Hutchinson D; Lim S; MacIntyre CR, 2025, '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, 28, pp. 1846 - 1865, http://dx.doi.org/10.1080/10095020.2024.2408343

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

Honeyman DA; Heslop DJ; Lim S; MacIntyre CR, 2025, 'Chemical Warfare Through the Ages: A Systematic Review From Antiquity to the Present', Journal of Toxicology, 2025, http://dx.doi.org/10.1155/jt/7363632

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

Sims L; Muluneh AG; Lim S; Moa A; Quigly A; MacIntyre CR, 2025, 'Mapping Veterinary Microbiology Laboratories in the World for Enhanced Infectious Disease Surveillance', Global Biosecurity, 7, http://dx.doi.org/10.31646/gbio.335

Quigley A; Honeyman D; Lim S; Macintyre CR, 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, http://dx.doi.org/10.1016/j.ijid.2024.107571

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/eid3102.241533

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

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

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