© crown copyright met office re using gis for re climate impacts analysis 2nd acre workshop (1 st...

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© Crown copyright Met Office Using GIS for Re Re Climate Impacts Analysis 2nd ACRE Workshop (1 st to 3 rd April 2009) Neil Kaye

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Page 1: © Crown copyright Met Office Re Using GIS for Re Climate Impacts Analysis 2nd ACRE Workshop (1 st to 3 rd April 2009) Neil Kaye

© Crown copyright Met Office

Using GIS for ReRe Climate Impacts Analysis 2nd ACRE Workshop (1st to 3rd April 2009)Neil Kaye

Page 2: © Crown copyright Met Office Re Using GIS for Re Climate Impacts Analysis 2nd ACRE Workshop (1 st to 3 rd April 2009) Neil Kaye

© Crown copyright Met Office

Introduction

• Not Just Pretty Maps (but that’s part of it)

• GIS data structures and storage

• Using GIS to solve problems

• A technique for visualising ensemble forecasts

• A funky map to finish

Page 3: © Crown copyright Met Office Re Using GIS for Re Climate Impacts Analysis 2nd ACRE Workshop (1 st to 3 rd April 2009) Neil Kaye

© Crown copyright Met Office

Not just Pretty Maps!

HOME

MET OFFICE

The West CountryMet Office HQ

London

Up North

Scotland

50o

60o

Page 4: © Crown copyright Met Office Re Using GIS for Re Climate Impacts Analysis 2nd ACRE Workshop (1 st to 3 rd April 2009) Neil Kaye

© Crown copyright Met Office

What is GIS?

• A GIS is a computer system capable of capturing, storing, analyzing, and displaying geographically referenced information; that is, data identified according to location.

• A GIS allows multiple layers to be combined in one dataset

Social FactorsSocial Factors

BiodiversityBiodiversity

EngineeringEngineering

Land UseLand Use

Environmental Environmental ConsiderationsConsiderations

Page 5: © Crown copyright Met Office Re Using GIS for Re Climate Impacts Analysis 2nd ACRE Workshop (1 st to 3 rd April 2009) Neil Kaye

© Crown copyright Met Office

Data Structures

Raster vs Vector

Page 6: © Crown copyright Met Office Re Using GIS for Re Climate Impacts Analysis 2nd ACRE Workshop (1 st to 3 rd April 2009) Neil Kaye

© Crown copyright Met Office

Data Storage

Spatial databases

Page 7: © Crown copyright Met Office Re Using GIS for Re Climate Impacts Analysis 2nd ACRE Workshop (1 st to 3 rd April 2009) Neil Kaye

© Crown copyright Met Office

Problem:

Identify a location for 4 new climate stations that occur in an in area of low climate station density and high population density.

Solution:

Create a map to identify the appropriate areas.

High population density, high station density

Low population density, low station density

Low population density, high station density

High population density, low station density

Page 8: © Crown copyright Met Office Re Using GIS for Re Climate Impacts Analysis 2nd ACRE Workshop (1 st to 3 rd April 2009) Neil Kaye

© Crown copyright Met Office

Page 9: © Crown copyright Met Office Re Using GIS for Re Climate Impacts Analysis 2nd ACRE Workshop (1 st to 3 rd April 2009) Neil Kaye

© Crown copyright Met Office

Selecting station based on climatology

Max Temp +/- 0.5oC

Min Temp +/- 0.5oC

Precipitation +/- 10%

Elevation +/- 100m

Page 10: © Crown copyright Met Office Re Using GIS for Re Climate Impacts Analysis 2nd ACRE Workshop (1 st to 3 rd April 2009) Neil Kaye

© Crown copyright Met Office

Vineyard Suitability GIS Example

Page 11: © Crown copyright Met Office Re Using GIS for Re Climate Impacts Analysis 2nd ACRE Workshop (1 st to 3 rd April 2009) Neil Kaye

© Crown copyright Met Office

It matters what it looks like!!!

Page 12: © Crown copyright Met Office Re Using GIS for Re Climate Impacts Analysis 2nd ACRE Workshop (1 st to 3 rd April 2009) Neil Kaye

© Crown copyright Met Office

Koppen Classification

Page 13: © Crown copyright Met Office Re Using GIS for Re Climate Impacts Analysis 2nd ACRE Workshop (1 st to 3 rd April 2009) Neil Kaye

© Crown copyright Met Office

Change in classification by 2050 (HADCM3)

Equatorial to aridWarm temperate to equatorial Warm temperate to arid

Hotter Summers

Page 14: © Crown copyright Met Office Re Using GIS for Re Climate Impacts Analysis 2nd ACRE Workshop (1 st to 3 rd April 2009) Neil Kaye

© Crown copyright Met Office

Tundra to snow fully humid with a cool summer

Change from cool to warm summer

Change from warm to hot summer

Change from warm temperate to arid

Page 15: © Crown copyright Met Office Re Using GIS for Re Climate Impacts Analysis 2nd ACRE Workshop (1 st to 3 rd April 2009) Neil Kaye

© Crown copyright Met Office

Change from warm temperate to arid

Change from steppe to desert

Change from equatorial summer dry to arid steppe

Change from warm temperate fully humid to equatorial summer dry

Hotter summers

Page 16: © Crown copyright Met Office Re Using GIS for Re Climate Impacts Analysis 2nd ACRE Workshop (1 st to 3 rd April 2009) Neil Kaye

© Crown copyright Met Office

Visualizing ensemble model data Neil Kaye

Page 17: © Crown copyright Met Office Re Using GIS for Re Climate Impacts Analysis 2nd ACRE Workshop (1 st to 3 rd April 2009) Neil Kaye

© Crown copyright Met Office

Standard HADCM3 Model Run

Page 18: © Crown copyright Met Office Re Using GIS for Re Climate Impacts Analysis 2nd ACRE Workshop (1 st to 3 rd April 2009) Neil Kaye

© Crown copyright Met Office

QUMP Atmospheric Ensemble – Global Mean Temperature Anomaly

Page 19: © Crown copyright Met Office Re Using GIS for Re Climate Impacts Analysis 2nd ACRE Workshop (1 st to 3 rd April 2009) Neil Kaye

© Crown copyright Met Office

Runoff 2100 – 2000 Atmospheric QUMP (HADCM3)

Little Agreement between Ensemble Members

Transition between strong agreement on decreased runoff and strong agreement of increased runoff

Little Agreement between Ensemble Members

Page 20: © Crown copyright Met Office Re Using GIS for Re Climate Impacts Analysis 2nd ACRE Workshop (1 st to 3 rd April 2009) Neil Kaye

© Crown copyright Met Office

QUMP Atmospheric Ensemble – Global Mean Temperature Anomaly

Page 21: © Crown copyright Met Office Re Using GIS for Re Climate Impacts Analysis 2nd ACRE Workshop (1 st to 3 rd April 2009) Neil Kaye

© Crown copyright Met Office

Low Mean R2 Value

Low Mean R2 Value

High Mean R2 Value

Page 22: © Crown copyright Met Office Re Using GIS for Re Climate Impacts Analysis 2nd ACRE Workshop (1 st to 3 rd April 2009) Neil Kaye

© Crown copyright Met Office

Cartogram showing global CO2 emissions

Page 23: © Crown copyright Met Office Re Using GIS for Re Climate Impacts Analysis 2nd ACRE Workshop (1 st to 3 rd April 2009) Neil Kaye

© Crown copyright Met Office

It matters what it looks like

• It is about presentation