Extreme Rainfall and Flood Forecasting in the UK Neil Fox Dept. of Atmospheric Science University of...

44
Extreme Rainfall and Flood Forecasting in the UK Neil Fox Dept. of Atmospheric Science University of Missouri – Columbia [email protected]
  • date post

    20-Dec-2015
  • Category

    Documents

  • view

    219
  • download

    0

Transcript of Extreme Rainfall and Flood Forecasting in the UK Neil Fox Dept. of Atmospheric Science University of...

Page 1: Extreme Rainfall and Flood Forecasting in the UK Neil Fox Dept. of Atmospheric Science University of Missouri – Columbia foxn@missouri.edu.

Extreme Rainfall and Flood Forecasting in the UK

Neil Fox

Dept. of Atmospheric Science

University of Missouri – Columbia

[email protected]

Page 2: Extreme Rainfall and Flood Forecasting in the UK Neil Fox Dept. of Atmospheric Science University of Missouri – Columbia foxn@missouri.edu.

With thanks to

Professor Chris Collier – University of Salford, Manchester, UK

UK Department of Environment, Food and Rural Affairs (DEFRA)

Will Hand – Met Office

Page 3: Extreme Rainfall and Flood Forecasting in the UK Neil Fox Dept. of Atmospheric Science University of Missouri – Columbia foxn@missouri.edu.

Outline

UK Flood Forecasting Responsibility Climatology Extreme rainfall Extreme floods

From extreme rainfall forecasting to flood forecasting

Page 4: Extreme Rainfall and Flood Forecasting in the UK Neil Fox Dept. of Atmospheric Science University of Missouri – Columbia foxn@missouri.edu.

UK Flood Warning procedures

Responsibility of Environment AgencyHydrologists receive rainfall forecasts from

Met OfficeVarying levels of

meteorological training Automation Data acceptance

Page 5: Extreme Rainfall and Flood Forecasting in the UK Neil Fox Dept. of Atmospheric Science University of Missouri – Columbia foxn@missouri.edu.
Page 6: Extreme Rainfall and Flood Forecasting in the UK Neil Fox Dept. of Atmospheric Science University of Missouri – Columbia foxn@missouri.edu.

Extreme UK rainfall of the 20th Century

All events surpassing a given depth-duration curve (Bilham, 1935) are classified as “extremely rare”

We use the record of these events to construct the climatology

Note problems: Gage locations and sampling

• (spatial and temporal) Events split over sampling periods

• E.g. 2 rain days

Page 7: Extreme Rainfall and Flood Forecasting in the UK Neil Fox Dept. of Atmospheric Science University of Missouri – Columbia foxn@missouri.edu.

Bilham, 1935, rainfall classification

Page 8: Extreme Rainfall and Flood Forecasting in the UK Neil Fox Dept. of Atmospheric Science University of Missouri – Columbia foxn@missouri.edu.

Data Sources

Non-peer-reviewed publications!

British RainfallMeteorological MagazineWeather

Page 9: Extreme Rainfall and Flood Forecasting in the UK Neil Fox Dept. of Atmospheric Science University of Missouri – Columbia foxn@missouri.edu.

Climatology

There are very few extreme rainfall events over the UK

Developing common features to aid forecasting relies on a small sample

The most extreme rainfall events (associated with MCS’s occur less than once a decade!?)

Page 10: Extreme Rainfall and Flood Forecasting in the UK Neil Fox Dept. of Atmospheric Science University of Missouri – Columbia foxn@missouri.edu.

Number of events by month

05

1015

Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec

Month

Numb

er of

events

All Frontal Convective

Seasonal Variation In Extreme Rainfall

Page 11: Extreme Rainfall and Flood Forecasting in the UK Neil Fox Dept. of Atmospheric Science University of Missouri – Columbia foxn@missouri.edu.
Page 12: Extreme Rainfall and Flood Forecasting in the UK Neil Fox Dept. of Atmospheric Science University of Missouri – Columbia foxn@missouri.edu.

Clipart Map of Britain

Page 13: Extreme Rainfall and Flood Forecasting in the UK Neil Fox Dept. of Atmospheric Science University of Missouri – Columbia foxn@missouri.edu.

Hindolveston(1959)

Walshaw Dean (1989)

Brymore (1917)Bruton (1924) Martinstown

(1955)

The most extreme events

Page 14: Extreme Rainfall and Flood Forecasting in the UK Neil Fox Dept. of Atmospheric Science University of Missouri – Columbia foxn@missouri.edu.

Where’s Kinlochquoich?

Second most extreme event in the century ran over 9am so rainfall split between two observing periods!

Also missing is Louth (1920) a real flash flood which killed 20 people Shows the problem with listing extreme events

–you may miss some.

Page 15: Extreme Rainfall and Flood Forecasting in the UK Neil Fox Dept. of Atmospheric Science University of Missouri – Columbia foxn@missouri.edu.

Extreme Rainfall Locations

Kinlochquoich

Brymore

Bruton

Martinstown

Walshaw Dean

Hindolveston

Page 16: Extreme Rainfall and Flood Forecasting in the UK Neil Fox Dept. of Atmospheric Science University of Missouri – Columbia foxn@missouri.edu.

So which were the worst floods?

Bradford (1956)

Lynmouth (1956)

Camelford (1957)

Page 17: Extreme Rainfall and Flood Forecasting in the UK Neil Fox Dept. of Atmospheric Science University of Missouri – Columbia foxn@missouri.edu.

Worst Flood Locations

Bradford

Lynmouth

Camelford

Page 18: Extreme Rainfall and Flood Forecasting in the UK Neil Fox Dept. of Atmospheric Science University of Missouri – Columbia foxn@missouri.edu.

Getting from Extreme Rainfall to Extreme Flood

What are the important factors? About the precipitation? About the catchment? About the conditions?

Can we base warnings on this? How?

Page 19: Extreme Rainfall and Flood Forecasting in the UK Neil Fox Dept. of Atmospheric Science University of Missouri – Columbia foxn@missouri.edu.

Factors Contributing To Flood The likelihood that the heavy rain area will become stationary

and long-lasting. Availability of significant precipitable water in the lower

atmosphere. The likelihood that heavy cells embedded in the main area

will move parallel to the main watercourse. If this happens the flood peak is likely to be enhanced.

The steepness of the catchment leading to a short time to peak.

The soil moisture condition of the catchment. The likelihood of unimpeded flow to the main watercourse;

whether or not significant vegetation and channel debris are likely to be problematic and whether or not there are constrictions in the channel that will facilitate a build-up of water for later release as a ‘wave’.

Snowmelt.

Page 20: Extreme Rainfall and Flood Forecasting in the UK Neil Fox Dept. of Atmospheric Science University of Missouri – Columbia foxn@missouri.edu.

Catchment Size and Shape (relative to storm)

Page 21: Extreme Rainfall and Flood Forecasting in the UK Neil Fox Dept. of Atmospheric Science University of Missouri – Columbia foxn@missouri.edu.

Baseline Susceptibility to Flooding

We can define characteristics of a catchment that either promote or restrict the likelihood of flooding

Page 22: Extreme Rainfall and Flood Forecasting in the UK Neil Fox Dept. of Atmospheric Science University of Missouri – Columbia foxn@missouri.edu.

Combining Area and stream length Extreme flood probability as a function

of approx. channel capacity

0

0.2

0.4

0.6

0.8

0 5 10 15

Area / DPLBAR

Prob

abili

ty

AREA/DPLBAR

6-12 km2/km

or >30km2/km – 1pt

15-30 km2/km – 2pts

1- 6 km2/km – 3pts

<1 km2/km – 4pts

Page 23: Extreme Rainfall and Flood Forecasting in the UK Neil Fox Dept. of Atmospheric Science University of Missouri – Columbia foxn@missouri.edu.

Flood Indicators

Catchment characteristics can be found for many UK rivers in the Flood Studies Report (FSR, 1975) and Flood Estimation Handbook (FEH, 2000)

Page 24: Extreme Rainfall and Flood Forecasting in the UK Neil Fox Dept. of Atmospheric Science University of Missouri – Columbia foxn@missouri.edu.

Assessment level

0 1 2 3 4

Steep catchment?(DPSBAR)

<1:50(<0.02)

1:50 - 1:20(0.02-0.05)

1:20 - 1:10(0.50-0.10)

1:10 - 1:50.10.0.20

>1:5(>0.20)

Land use/Veg.Type (URBEXT)

EssentiallyRural <0.05

0.05 – 0.125 0.125-0.250

0.250-0.5

ExtremelyUrban >0.5

Snow depth 0mm <10mm 10-50mm 50-100mm >100mm

Debris? No dry spell - fast flow

No dry spell - slow flowing river

dry spell before - slow flowing rural or fast urban

short dry spell - urban med to slow flow

long dry spell before - urban med. to slow flow

SMD >100mm 50-100mm 15-50mm 5-15mm <5mm

Channel constrictions

None Some constrictions

Soft constrictions Solid constrictions or soft ones that may act temporarily

Major, solid constrictions

Heavy Rain?(Peak hourlyCatchment rainfall)

<4mm/h 4-10mm/h 10-20mm/h 20-40mm/h >40mm/h

Long lasting? v.short <15 mins

short 15-45 mins

medium 45-90 mins

long 90-180 mins v.long >180 mins

Rain stationarity Rapid >20m/s Fast 10-20m/s medium 5-10m/s slow 1-5m/s stationary <1m/s

Direction of motion 80-90 degs 60-80 degs 20-60degs 5-20 degs 0-5 degs - parallel

AREA/DPLBAR

6-12 km2/km or >30km2/km

12-30 km2/km 1-6 km2/km <1 km2/km

PercentageRunoff

<20 20-40 40-60 60-80 80-100

Page 25: Extreme Rainfall and Flood Forecasting in the UK Neil Fox Dept. of Atmospheric Science University of Missouri – Columbia foxn@missouri.edu.

Case study Data

Page 26: Extreme Rainfall and Flood Forecasting in the UK Neil Fox Dept. of Atmospheric Science University of Missouri – Columbia foxn@missouri.edu.

Score for Chew Stoke Storm, 1968River

Chew Brue Frome Midford

DPSBAR 0.05 0.07 0.03 0.08

URBEXT 0.0089 0.0065 0.0713 0.0301

Snow depth 0 0 0 0

Debris? n/a n/a n/a n/a

SMD 17 23.4 22.9 22.1

Heavy Rain 50mmh-1 20mmh-1 25mmh-1 35mmh-1

Direction ofmotion

270-85=185 270-70=200 270-180=90 270-180=90

RainStationary?

15ms-1 15ms-1 15ms-1 15ms-1

Long lasting? 9 hours 5 hours 5 hours 5 hours

Channelconstrictions

Some some some n/a

AREA / DPLBAR

129.1/15.42 139.52/13.46

150.61/13.17

147.4/13.76

SPRHOST 28.9 36.4 43.5 29.1

Score 22 19 16 17

Page 27: Extreme Rainfall and Flood Forecasting in the UK Neil Fox Dept. of Atmospheric Science University of Missouri – Columbia foxn@missouri.edu.

No cheese today Gromit

Page 28: Extreme Rainfall and Flood Forecasting in the UK Neil Fox Dept. of Atmospheric Science University of Missouri – Columbia foxn@missouri.edu.

Poor Gromit – didn’t check the forecast

Page 29: Extreme Rainfall and Flood Forecasting in the UK Neil Fox Dept. of Atmospheric Science University of Missouri – Columbia foxn@missouri.edu.

Scoring for Walshaw Dean Storm River

Hebden Water Hebden Beck Calder

DPSBAR 0.12 0.10 0.11

URBEXT 0 0 0.0856

Snow depth 0 0 0

Debris? yes yes some

SMD n/a n/a n/a

Heavy Rain? 100 70 3

Direction ofmotion

300-270=30 360-300 = 60 300-260=40

Rain stationary? Yes Yes Yes

Long lasting? 120 mins 120 mins 120 mins

Channel constrictions Yes (solid culverting) Some

AREA / DPLBAR 36.0/5.39 22.25/6.04 905.16/43.10

SPRHOST 56.3 57.4 30.1

Score 25+ 25+ 18+

Page 30: Extreme Rainfall and Flood Forecasting in the UK Neil Fox Dept. of Atmospheric Science University of Missouri – Columbia foxn@missouri.edu.

Lynmouth, 15th August 195230 DeadSuccessive flood wavesCaused by temporary damming of debris under

stone arch bridges

Page 31: Extreme Rainfall and Flood Forecasting in the UK Neil Fox Dept. of Atmospheric Science University of Missouri – Columbia foxn@missouri.edu.

Situation on 15th August, 1952

Page 32: Extreme Rainfall and Flood Forecasting in the UK Neil Fox Dept. of Atmospheric Science University of Missouri – Columbia foxn@missouri.edu.

River

East Lyn Barle Exe West Lyn

DPSBAR N/A 0.14 0.15 0.30

URBEXT 0.0004 0.0001 0.0004

Snow depth 0 0 0 0

Debris? Yes No No Yes

SMD

Heavy Rain? 141mm 203mm 170mm 149mm(228mm)

Direction of motion 160-157=3 300-157=143 280-157=113 180-157=23

Rain stationary?

Long lasting? 10 hours

Channelconstrictions

Yes No No Yes

AREA / DPLBAR 76/ 128.01/21.81 120.87/26.49 23.5/9.2

SPRHOST (24.8) 42.8 34.6 24.8

Score 30+ 28 27 38

Score table for Lynmouth Flood, 1952

Page 33: Extreme Rainfall and Flood Forecasting in the UK Neil Fox Dept. of Atmospheric Science University of Missouri – Columbia foxn@missouri.edu.

Contributions to Lynmouth Flood

Exceptional local rainfallSteep catchmentsDebrisOld stone bridges

Page 34: Extreme Rainfall and Flood Forecasting in the UK Neil Fox Dept. of Atmospheric Science University of Missouri – Columbia foxn@missouri.edu.

To do Flood Forecasting

Need:

1. Catchment Conditions

2. Forecast Severe storm indices and rainfall forecast

Page 35: Extreme Rainfall and Flood Forecasting in the UK Neil Fox Dept. of Atmospheric Science University of Missouri – Columbia foxn@missouri.edu.

Future Directions

More flexible scoring Less discrete (more levels or continuous

functions) Local climatologies

Weighting factors

Page 36: Extreme Rainfall and Flood Forecasting in the UK Neil Fox Dept. of Atmospheric Science University of Missouri – Columbia foxn@missouri.edu.

Need to Know More about:

Causes of the rainfallAtmospheric ConditionsOr indicators of extreme rainfall potential

E.g. Boyden Index – as used by Collier and Lilley (1994)

Page 37: Extreme Rainfall and Flood Forecasting in the UK Neil Fox Dept. of Atmospheric Science University of Missouri – Columbia foxn@missouri.edu.

Classification by Storm Type

Depth-duration relationships appear to fall on certain ‘lines’

Can speculate that these different lines correspond to different storm types

Have some evidence in observationsBUT:

Very few storms Old storms not well observed

Page 38: Extreme Rainfall and Flood Forecasting in the UK Neil Fox Dept. of Atmospheric Science University of Missouri – Columbia foxn@missouri.edu.

Differentiation of events by storm type Magenta – MCS? Blue –Isolated convection?

Page 39: Extreme Rainfall and Flood Forecasting in the UK Neil Fox Dept. of Atmospheric Science University of Missouri – Columbia foxn@missouri.edu.

Analysis Problems

Small number of eventsSome of which were a long time agoNo upper airNo radarNo satelliteVery difficult to determine storm type

Page 40: Extreme Rainfall and Flood Forecasting in the UK Neil Fox Dept. of Atmospheric Science University of Missouri – Columbia foxn@missouri.edu.

Avoid circular arguments

“The rainfall was so extreme it had to be an MCS”

Then we find that all extreme rainfall events are caused by MCS!!

Page 41: Extreme Rainfall and Flood Forecasting in the UK Neil Fox Dept. of Atmospheric Science University of Missouri – Columbia foxn@missouri.edu.

Need More Data

Drawing conclusions from recorded observations

Cloud motion and developmentRainfall time series

This is what we will be doing

Page 42: Extreme Rainfall and Flood Forecasting in the UK Neil Fox Dept. of Atmospheric Science University of Missouri – Columbia foxn@missouri.edu.

Where this leads…

In doing this analysis we hope to find:

Common attributes of extreme events

• E.g. Storm type Common preconditions

• Vertical profiles

• Lifting indices

• Water Vapor

• Trigger mechanisms

Page 43: Extreme Rainfall and Flood Forecasting in the UK Neil Fox Dept. of Atmospheric Science University of Missouri – Columbia foxn@missouri.edu.
Page 44: Extreme Rainfall and Flood Forecasting in the UK Neil Fox Dept. of Atmospheric Science University of Missouri – Columbia foxn@missouri.edu.