Data Science Blog

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• Graphing a Water Balance — a Python Port of Tony Ladson's R Method Sep 1, 2026
  python tutorial hydrology data-visualisation open-source
• Reading a Skew-T Log-P Diagram: The Chart Behind Every Severe Weather Warning Sep 1, 2026
  python meteorology hydrology extreme-rainfall
• Why Rainbow Colour Scales Mislead — a Python Follow-up to Tony Ladson's Post Sep 1, 2026
  python tutorial data-visualisation open-source
• Python Packages for Hydrology — a Companion to Tony Ladson's R Roundup Sep 1, 2026
  python tutorial hydrology open-source
• Stochastic Rainfall Generation with pyraingen: A Practitioner's Evaluation Sep 1, 2026
  python tutorial stochastic-rainfall open-source climate-change
• Fitting a Probability Model to POT Data — a Python Port of Tony Ladson's R Method Sep 1, 2026
  python tutorial flood-frequency hydrology open-source
• Fitting Non-linear Models in Python: Confidence vs. Prediction Intervals Sep 1, 2026
  python tutorial hydrology statistics open-source
• How Big Is 1 in 2000? Framing Extreme Probabilities for Clients and Regulators Sep 1, 2026
  hydrology flood-risk dam-safety risk-communication
• Was That Flood an Outlier? A Python Diagnostic for Non-Stationarity in Flood Frequency Analysis Sep 1, 2026
  python tutorial flood-frequency non-stationarity climate-change arr2019
• Better Line Graphs for Hydrologic Data — a Python Port of Tony Ladson's R Method Sep 1, 2026
  python tutorial hydrology data-visualisation open-source
• Screening ARR 2019 Temporal Patterns for Embedded Burst Errors Sep 1, 2026
  python tutorial arr2019 flood-modelling hydrology
• Areal Reduction Factors in Python — a Port of Tony Ladson's ARR 2019 Method Sep 1, 2026
  python tutorial arr2019 hydrology flood-modelling open-source
• AI Doesn't Remove the Judgment Calls in Climate Science — It Just Makes Them Easier to Miss Sep 1, 2026
  machine-learning climate-change open-science
• AI Flood Forecasting Is Arriving Fast — Here's What a Practitioner Should Actually Check Sep 1, 2026
  hydrology flood-forecasting machine-learning delft-fews
• Sampling ARR 2019 Loss Distributions in Python — A URBS Pre-Processor Apr 25, 2026
  python tutorial arr2019 urbs flood-modelling monte-carlo
• Is Nash-Sutcliffe Efficiency Enough? A Python Comparison of Calibration Metrics for Australian Flood Models Apr 18, 2026
  python tutorial hydrology flood-modelling urbs statistics
• Baseflow Separation Using the Lyne-Hollick Filter — A Python Implementation Apr 11, 2026
  python tutorial hydrology flood-modelling urbs
• Open-Source Flood Frequency Analysis for ARR 2019: My pyextremes Fork Mar 22, 2026
  python flood-frequency open-source hydrology
• Australia's Rainfall Is Getting More Intense — And the Regional Variation Matters Mar 14, 2026
  hydrology climate-change flood-modelling
• The Death of the 'Average' Year: Why Hydroclimatic Whiplash Is Making Seasonal Predictability Obsolete Feb 24, 2026
  water-resources hydrology climate-change
• France's Flood Crisis Reveals a Critical Engineering Blind Spot: Hydro-Climatic Whiplash Feb 22, 2026
  flood-modelling hydrology climate-change
• The Water Bankruptcy Framework: Are We Managing Crisis or Permanent Failure? Feb 18, 2026
  water-resources climate-change hydrology
• Visualising 130 Years of Australian Rainfall Intensity Change in Python Feb 15, 2026
  python hydrology climate-change
• Glen Canyon Dam and the Infrastructure Designed for a World That No Longer Exists Feb 12, 2026
  water-resources dam-safety climate-change
• 2,450mm in 40 Days: When Rainfall Records Don't Just Break — They Shatter Feb 10, 2026
  flood-modelling hydrology climate-change
• The Silent Drawdown: Is Evaporation Eating Our Water Security? Jan 15, 2026
  water-resources climate-change dam-safety
• Exploring Frontier Relationships in 16,437 Calibrated Australian URBS Models Sep 10, 2025
  hydrology flood-modelling continuous-simulation
• Reading the 2024 Kedron Brook Flood Study: What the Data Says About 2022 Flood AEPs Mar 15, 2025
  flood-modelling hydrology urban-hydrology
• Automating Flood Model Post-Processing with Python Mar 1, 2025
  python automation flood-modelling tuflow
• North Queensland's 2024/25 Wet Season: Tracking Record Cumulative Rainfall at Ingham, Paluma and Townsville Feb 16, 2025
  hydrology climate-change water-resources
• Why Continuous Simulation Beats Design Storms for Flood Risk Jan 15, 2025
  flood-modelling hydrology continuous-simulation
• The Unknown Pleasures of Brisbane Rainfall: 136 Years of Weekly Data Jan 10, 2025
  hydrology python data-visualisation brisbane
• 136 Years of Rainfall at the Gabba: What the Data Says About Brisbane Test Cricket Nov 27, 2024
  hydrology data-visualisation brisbane
• A Practitioner's Primer on Bayesian Flood Frequency Analysis Nov 1, 2024
  bayesian flood-frequency statistics hydrology
• Delft-FEWS Model Adapter Development May 31, 2019
  Delft-FEWS Hydrology Python
• Peak Over Threshold Analysis May 12, 2019
  Hydrology Statistics Python
• First Blog Post May 12, 2019
  Introduction
• Bayesian Inference Example - Using Python May 12, 2019
  Bayesian Python Statistics