Sourav Das

About

I am a Senior Lecturer in statistics and data science with varied and interdisciplinary interests in applied and methodological statistics. My research expertise are in methodology and applications of statistical analysis of time series and spatial processes. I investigate natural events that evolve over space and time. Of particular interest are landslides, tropical cyclones, river flow, and diseases. The statistical problems are wide ranging and complex.

Employment

• Curtin University Senior Lecturer
  2023 - Present
• James Cook University - Cairns Campus Senior Lecturer, Statistics and Data Science
  2022 - 2023
• James Cook University Lecturer, Statistics and Data Science
  2019 - 2022

Education

• Manchester University PhD
  ? - 2011
• Indian Institute of Technology Kanpur M.Sc. (Statistics)
  ? - 2005
• University of Calcutta B.Sc. (Statistics - Hons.)
  ? - 2003

Projects & Funding

Projects & funding information is unavailable.

Publications (26)

• Hydroclimatic extremes during the past 1400 years in the monsoonal ‘Top End’, Australia
  Australian Journal of Earth Sciences 2026 DOI: 10.1080/08120099.2026.2631379
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• Criticality mapping of a system in the mining industry using Bayesian network
  Maintenance, Reliability and Condition Monitoring 2025 DOI: 10.21595/marc.2025.25211
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• Comparison of pyrogenic carbon abundance in coarse-textured soil by hydrogen pyrolysis, NMR and dichromate oxidation and MIR-PLSR
  Geoderma 2025 DOI: 10.1016/j.geoderma.2025.117502
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• Periodogram regression: A two-stage mixed effects approach for modelling multiple integer-valued time series of tropical cyclone frequency
  The Annals of Applied Statistics 2025 DOI: 10.1214/24-aoas1895
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• Comparing pollen and n-alkane carbon isotope records in a tropical lacustrine environment
  Quaternary Science Reviews 2025 DOI: 10.1016/j.quascirev.2025.109204
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• Rainfall and Seasonality Drive Pyrogenic Carbon Stocks in Coarse‐Textured Mineral Soils
  Global Biogeochemical Cycles 2025 DOI: 10.1029/2024GB008240
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• “The reasons you believe …”: An exploratory study of text driven evidence gathering and prediction from first responder records justifying state authorised intervention for mental health episodes
  Computer Methods and Programs in Biomedicine 2024 DOI: 10.1016/j.cmpb.2024.108257
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• Monitoring the risk of a tailings dam collapse through spectral analysis of satellite InSAR time-series data
  Stochastic Environmental Research and Risk Assessment 2024 DOI: 10.1007/s00477-024-02713-3
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• The diagnostic sensitivity of unprepared abdominal-pelvic computed tomography in high-risk patients for colonoscopy, suspected of colorectal cancer
  Journal of Gastrointestinal and Liver Diseases 2023 DOI: 10.15403/jgld-5076
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• Antiemetics and Apfel Scores in Orthopedic Surgery
  Hospital Pharmacy 2023 DOI: 10.1177/00185787231169458
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