Stochastic Rainfall Generation with pyraingen: A Practitioner's Evaluation
pyraingen promises stochastic daily/subdaily rainfall generation with IFD constraining — a genuinely useful way to explore rainfall behaviour beyond a single...
Read MoreDesign flood and water-security assessments run on an assumption: that the historical record still represents the system being designed for. These posts sit at the edge of that assumption — reporting what specific events, records, and datasets show, and what that might mean for practice, without overstating what a single event or dataset can prove.
Formal climate attribution is its own discipline, with its own methods and its own experts. What follows here is a flood engineer's read of the evidence in front of them, written to inform rather than to pronounce.
pyraingen promises stochastic daily/subdaily rainfall generation with IFD constraining — a genuinely useful way to explore rainfall behaviour beyond a single...
Read More'Unprecedented' gets used loosely after a big flood. Fitting a stationary distribution to the historical record, running a trend test, and checking what AEP ...
Read MoreA benchmark of AI rainfall-downscaling models found no single model performed best across every metric or region — a precise, checkable illustration of a big...
Read MoreA 7.2% per °C average increase in extreme rainfall intensity across Australia conceals enormous regional variation — from 21.3% in the monsoonal north to 1.4...
Read MoreFrance went from managing a multi-year structural water deficit to a nationwide flood emergency in a single weather event. The lesson for Australian dam oper...
Read MoreFrance endured 37 consecutive days of rain — the longest unbroken streak since 1959. But the mechanism driving the disaster isn't the rainfall total. It's th...
Read MoreThe UN University's 'water bankruptcy' concept reframes persistent water insecurity as structural failure rather than temporary crisis. For Australian practi...
Read MoreI replicated Ed Hawkins' climate stripes style using the Simple Daily Intensity Index and the SILO Patched Point Dataset to show how rainfall intensity is sh...
Read MoreLake Powell dropped within 30 feet of minimum power pool in 2023. The River Outlet Works — the last remaining release mechanism at low levels — experiences d...
Read MoreGrazalema, Spain recorded 2,449mm in 40 days and 512.5mm in a single 24-hour period. What does this mean for the IFD curves we design infrastructure around?
Read MoreThe past three years — 2024, 2023, and 2025 — were the three hottest years on record. For Australian dam operators and water planners, one under-examined con...
Read MoreThree coastal gauges in North Queensland — Ingham, Paluma and Townsville — all came in at or close to maximum accumulation for the 2024/25 water year. The Ro...
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