By Associate Professor Samsung Lim

Journal articles

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

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

Quigley AL; Kunasekaran M; Stone H; Honeyman D; Notaras A; Lim S; MacIntyre CR, 2024, 'The impact of the cruise ship coral princess on COVID-19 transmission in regional Western Australia in 2022.', J Travel Med, http://dx.doi.org/10.1093/jtm/taae044

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

Akbarian S; Jamnani MR; Xu C; Wang W; Lim S, 2023, 'Plot level sugarcane yield estimation by machine learning on multispectral images: A case study of Bundaberg, Australia', Information Processing in Agriculture, http://dx.doi.org/10.1016/j.inpa.2023.06.004

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 16^th of June to the 13^th of July', Global Biosecurity, 3, http://dx.doi.org/10.31646/gbio.125

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, 275, http://dx.doi.org/10.1016/j.jclepro.2020.122903

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, 192, 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, 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, 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, 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, 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, 43, 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, 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, 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, 56, pp. 1129 - 1147, http://dx.doi.org/10.1080/15481603.2019.1623003

Gao Q; Lim S, 2019, 'Classification of hyperspectral images with convolutional neural networks and probabilistic relaxation', Computer Vision and Image Understanding, 188, pp. 102801, http://dx.doi.org/10.1016/j.cviu.2019.102801

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