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Lesson 06 of 0730 minBeyond SKYWARN

What the radar thinks it saw

QPE, flash flood guidance, recurrence intervals and FLASH. What they measure, what they do not, and why the heaviest rainfall is the kind the radar estimates worst. Which is biased low by design.

By the end of this lesson
M6.6.aIdentify the MRMS QPE and rainfall rate products used to corroborate flood reports.
M6.6.bDefine flash flood guidance, the QPE to FFG ratio, and the average recurrence interval, and interpret a ratio of one or more.
M6.6.cDescribe the FLASH system and its unit streamflow product.
M6.6.dState the radar QPE limitations that matter most for flood-producing rainfall, and the WPC excessive rainfall outlook categories.

quantitative precipitation estimateHow much rain the radar thinks fell. Radar-only QPE is fast; multi-sensor QPE is adjusted toward the rain gauges that reported inside it and is better and later. Neither is a measurement of rainfall. is an estimate and the E is load-bearing

Multi-Radar Multi-SensorThe system that merges every radar in the network, plus gauges, satellite and model data, onto one grid and derives products from it including rainfall rate and accumulated precipitation estimates every two minutes. merges every radar in the network onto a common grid and produces rainfall rate estimates every two minutes, plus accumulated QPE in two flavours: radar-only, and multi-sensor, which is the radar field adjusted toward the rain gauges that reported inside it. The second is better and it is also later, because it has to wait for gauges.

Neither is a measurement of rainfall. The radar measures How much of the radar pulse bounced back from whatever the beam was passing through on that tilt. It is the familiar green-to-red precipitation picture, and it describes what is up in the beam, not what is reaching the ground. and a relationship converts it to a rate, and that relationship is a statistical fit to a drop size distribution that varies with the storm. A radar upgrade that sends pulses both horizontally and vertically, so the returns say something about the shape of what they hit. It is what lets radar recognise lofted debris. has improved this considerably by letting the radar infer something about drop shape and size. It has not made it a measurement.

ErrorCauseDirection
Rain grown by droplets colliding and merging in a deep cloud layer above freezing, with no ice stage involved. Efficient, fast, and the reason a storm with no hail and modest lightning can out-rain a violent one. underestimateMany small drops give less reflectivity per inch of rain than the The assumed conversion from radar reflectivity to rainfall rate. Several exist because the right one depends on the drop size distribution, which the radar cannot independently determine. fit assumesToo low
Beam overshootAt long range the beam is above the rain-producing layerToo low
A ring of inflated reflectivity where snow is melting just below the freezing level. Wet, large and highly reflective, so the radar reads it as heavier rain than is actually reaching the ground.Melting snow is wet, large and highly reflective just below the The height at which the air reaches 0 °C. A hailstone has to survive the fall from there to the ground, so a high freezing level means more melting and smaller hail at the surface.Too high
Terrain standing in the way of the radar beam, so everything behind that hill or ridge is partly or completely unseen at the lower tilts.Terrain or structures in the near fieldToo low

The first row is the one that matters here. It is flagged because it is not an occasional artifact, it is the normal condition during the rainfall that causes most of the flooding.

Flooding that begins within about six hours of whatever caused it, counted from the causative event rather than from when anyone noticed the water. The cause is usually intense rainfall, but a dam failure, a levee failure or an ice jam qualifies and can do it on a clear day. guidance, and the ratio

Rainfall on its own does not tell a forecaster whether anything will flood, because the same three inches behaves differently on saturated ground and on dry. Flash flood guidance, issued by the river forecast centres, closes that gap: it is the amount of rain over a given area and duration needed to bring small streams up to The stage at which a channel is full to the top of its banks, with the next increment of water going overland. What flash flood guidance is calculated to reach., given what the ground is currently like. It is recalculated as conditions change, so it falls through a wet week.

QPE to FFG ratio
Observed rainfall divided by the guidance for the same duration, computed for 1, 3 and 6 hour windows. A ratio of 1 or more means the rain that fell has met or beaten what it takes to flood small streams there. It is the single most direct corroboration a flood report can get.
ARI
Average recurrence interval: how unusual the observed rainfall is at that place, expressed as a return period. A 100 year average recurrence intervalHow unusual an observed rainfall is at that place, expressed as a return period. A rare rainfall is useful context and is not the same statement as "this will flood". says the rainfall is rare, which is useful context and is not the same statement as "this will flood".
FLASH
Flooded Locations and Simulated Hydrographs. An National Severe Storms LaboratoryA research laboratory, not an operational office. It develops the techniques forecasters use, but issues no products and takes no reports. system that runs hydrologic models on the MRMS rainfall field over a grid of roughly one kilometre, turning a rainfall estimate into a streamflow estimate.
CREST
The distributed hydrologic model inside Flooded Locations and Simulated HydrographsAn NSSL system that runs hydrologic models on the MRMS rainfall field over a grid of roughly one kilometre, turning a rainfall estimate into a streamflow estimate.. Its headline output is maximum unit streamflow, the flow per unit of drainage area, which is comparable between a large basin and a small one.

For Coupled Routing and Excess StorageThe distributed hydrologic model inside FLASH. Its headline output is maximum unit streamflow, the flow per unit of drainage area, which is comparable between a large basin and a small one. unit streamflow, the reference figures in the literature are around 2 cubic metres per second per square kilometre as a warning-guidance reference, and around 8 as indicative of a potentially significant flash flood. Treat both as order-of-magnitude signposts rather than thresholds; they are model output, and the model inherits every QPE error in the table above.

Forecasting the chance of exceeding guidance

Weather Prediction CenterThe national office for precipitation and excessive-rainfall forecasting. issues the product that everything else hangs off, the Excessive Rainfall OutlookThe WPC product forecasting the probability that rainfall will exceed flash flood guidance within 40 km of a point. Marginal at least 5%, Slight 15%, Moderate 40%, High 70%, and High is issued on days 1 to 3 only., and its definition is worth knowing precisely because it is not what most people assume. It forecasts the probability that rainfall will exceed flash flood guidance within 40 kilometres, about 25 miles, of a point. It is a probability about a neighbourhood, not about your address.

CategoryProbability of exceeding FFG within 40 km
Marginalat least 5%
Slightat least 15%
Moderateat least 40%
Highat least 70%

High risk is issued on days 1 to 3 only, and it is rare. The 40 km radius is the same neighbourhood scale that lesson 7 borrows for report cross-validation, and that is not a coincidence.

The practical reading for a spotter: a Marginal is not "nothing will happen". It is a one-in-twenty chance of guidance being exceeded somewhere within a 25 mile circle of any given point, across a large area, which over a season is a great deal of flooding. And a Moderate or High over your county is the day to have the gauge emptied and the low-water crossings in mind before dark.

Knowledge checkNot graded · the exam draws a fresh variant of this item

A spotter reports a road under a foot of fast-moving water. The radar-only QPE over that point shows 1.2 inches in the last hour, and the QPE to FFG ratio is 0.7. What is the correct handling?

Two separate things in this lesson point the same way about a warm-rain rainfall estimate and about what flash flood guidance is calculated for.
Sources for this lessonGourley et al. 2017, Bull. Amer. Meteor. Soc. 98(2), 361–372: the FLASH project, improving the tools for flash flood monitoring and predictionWPC Excessive Rainfall OutlookNSSL Severe Weather 101, flood basicsNSSL FLASH projectNOAA MRMS product guideMartinaitis et al. 2020, J. Hydrometeor. 21(7), 1441–1464: the HMT multi-radar multi-sensor hydro experimentWang et al. 2011, Hydrol. Sci. J. 56(1), 84–98: the CREST distributed hydrological model

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