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A case study of Bemisia tabaci in north-west Europe and assessment of potential future establishment in the United Kingdom under climate change Catherine Bradshaw, Debbie Hemming (Met Office) Richard Baker, Matthew Everatt, Dominic Eyre & Anastasia Korycinska (Defra Plant Health) 5 th September 2019

WP9: Food Security and Climate Change in Bangladesh · 2019-10-07 · (GWL2) HELIX model GWLs (yellow=1.5C, orange=2° °C, red=4°C) HELIX model GWLs (yellow=1.5C, orange=2° °C,

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Page 1: WP9: Food Security and Climate Change in Bangladesh · 2019-10-07 · (GWL2) HELIX model GWLs (yellow=1.5C, orange=2° °C, red=4°C) HELIX model GWLs (yellow=1.5C, orange=2° °C,

A case study of Bemisia tabaci in north-west Europe and assessment of potential future establishment in the United

Kingdom under climate change

Catherine Bradshaw, Debbie Hemming(Met Office)

Richard Baker, Matthew Everatt, Dominic Eyre & Anastasia Korycinska(Defra Plant Health)

5th September 2019

Page 2: WP9: Food Security and Climate Change in Bangladesh · 2019-10-07 · (GWL2) HELIX model GWLs (yellow=1.5C, orange=2° °C, red=4°C) HELIX model GWLs (yellow=1.5C, orange=2° °C,

Feeds on hundreds of different plant species

Page 3: WP9: Food Security and Climate Change in Bangladesh · 2019-10-07 · (GWL2) HELIX model GWLs (yellow=1.5C, orange=2° °C, red=4°C) HELIX model GWLs (yellow=1.5C, orange=2° °C,

Vector for hundreds of different plant viruses

Leaf curl virus Tomato irregular ripening disorder

Page 4: WP9: Food Security and Climate Change in Bangladesh · 2019-10-07 · (GWL2) HELIX model GWLs (yellow=1.5C, orange=2° °C, red=4°C) HELIX model GWLs (yellow=1.5C, orange=2° °C,

The number of Bemisia tabaci outbreaks in England and Wales (1998‒2014)Cuthbertson and Vänninen, 2015

Page 5: WP9: Food Security and Climate Change in Bangladesh · 2019-10-07 · (GWL2) HELIX model GWLs (yellow=1.5C, orange=2° °C, red=4°C) HELIX model GWLs (yellow=1.5C, orange=2° °C,

Cannot establish outdoors in the UK

Page 6: WP9: Food Security and Climate Change in Bangladesh · 2019-10-07 · (GWL2) HELIX model GWLs (yellow=1.5C, orange=2° °C, red=4°C) HELIX model GWLs (yellow=1.5C, orange=2° °C,

The number of Bemisia tabaci outbreaks in France (1996‒2016)

Page 7: WP9: Food Security and Climate Change in Bangladesh · 2019-10-07 · (GWL2) HELIX model GWLs (yellow=1.5C, orange=2° °C, red=4°C) HELIX model GWLs (yellow=1.5C, orange=2° °C,

Typical British summer compared to typical French Mediterranean summer

Page 8: WP9: Food Security and Climate Change in Bangladesh · 2019-10-07 · (GWL2) HELIX model GWLs (yellow=1.5C, orange=2° °C, red=4°C) HELIX model GWLs (yellow=1.5C, orange=2° °C,

Theoretical number of generations of Bemisia tabaci in the UK and France (1986‒2015)

Page 9: WP9: Food Security and Climate Change in Bangladesh · 2019-10-07 · (GWL2) HELIX model GWLs (yellow=1.5C, orange=2° °C, red=4°C) HELIX model GWLs (yellow=1.5C, orange=2° °C,

Climate indices to explore other aspects of climate that may be important

http://etccdi.pacificclimate.org/list_27_indices.shtml

Page 10: WP9: Food Security and Climate Change in Bangladesh · 2019-10-07 · (GWL2) HELIX model GWLs (yellow=1.5C, orange=2° °C, red=4°C) HELIX model GWLs (yellow=1.5C, orange=2° °C,

Climate indices to explore other aspects of climate that may be important

Biology-related indices for optimal development and optimal survival

Page 11: WP9: Food Security and Climate Change in Bangladesh · 2019-10-07 · (GWL2) HELIX model GWLs (yellow=1.5C, orange=2° °C, red=4°C) HELIX model GWLs (yellow=1.5C, orange=2° °C,

Days/nights as cold as the 10th percentile cold days/nights in Mediterranean

Col

d da

ysC

old

nigh

ts

Page 12: WP9: Food Security and Climate Change in Bangladesh · 2019-10-07 · (GWL2) HELIX model GWLs (yellow=1.5C, orange=2° °C, red=4°C) HELIX model GWLs (yellow=1.5C, orange=2° °C,

Percentage of month with conditions optimal for development and survival

Dev

elop

men

tSu

rviv

al

Page 13: WP9: Food Security and Climate Change in Bangladesh · 2019-10-07 · (GWL2) HELIX model GWLs (yellow=1.5C, orange=2° °C, red=4°C) HELIX model GWLs (yellow=1.5C, orange=2° °C,

Summary

• Degree-day models suggest multiple generations possible outdoors in UK… but none found

• Sharp north-south gradient in the number of cold days and nights relative to Mediterranean, and in the optimal conditions for development and survival

• Hypothesis: minimum temperatures in the UK may cause chilling injuries and mortality. Whitefly does not posses rapid cold hardening adaptation because it originates in a warmer more constant climate

• Future climate change may mean UK climate more amenable to whitefly

• Northward migration within France may indicate increase in risk to UK

Page 14: WP9: Food Security and Climate Change in Bangladesh · 2019-10-07 · (GWL2) HELIX model GWLs (yellow=1.5C, orange=2° °C, red=4°C) HELIX model GWLs (yellow=1.5C, orange=2° °C,

So what about climate change?

Page 15: WP9: Food Security and Climate Change in Bangladesh · 2019-10-07 · (GWL2) HELIX model GWLs (yellow=1.5C, orange=2° °C, red=4°C) HELIX model GWLs (yellow=1.5C, orange=2° °C,

New high resolution climate model data

HadGEM3

Page 16: WP9: Food Security and Climate Change in Bangladesh · 2019-10-07 · (GWL2) HELIX model GWLs (yellow=1.5C, orange=2° °C, red=4°C) HELIX model GWLs (yellow=1.5C, orange=2° °C,

HadGEM3

ACCESS1.0

GFDL-ESM2M

HadGEM2-ES

IPSL-CM5A-LR

IPSL-CM5A-MR

MIROC-ESM-CHEM

CMIP-5

New high resolution climate model data

Sea surface temperaturesand

Sea ice extents

Page 17: WP9: Food Security and Climate Change in Bangladesh · 2019-10-07 · (GWL2) HELIX model GWLs (yellow=1.5C, orange=2° °C, red=4°C) HELIX model GWLs (yellow=1.5C, orange=2° °C,

HadGEM3-ACCESS1.0

HadGEM3-GFDL-ESM2M

HadGEM3-HadGEM2-ES

HadGEM3-IPSL-CM5A-LR

HadGEM3-IPSL-CM5A-MR

HadGEM3-MIROC-ESM-CHEM

ACCESS1.0

GFDL-ESM2M

HadGEM2-ES

IPSL-CM5A-LR

IPSL-CM5A-MR

MIROC-ESM-CHEM

HadGEM3

CMIP-5 HELIX

New high resolution climate model data

Page 18: WP9: Food Security and Climate Change in Bangladesh · 2019-10-07 · (GWL2) HELIX model GWLs (yellow=1.5C, orange=2° °C, red=4°C) HELIX model GWLs (yellow=1.5C, orange=2° °C,

HadGEM3-ACCESS1.0

HadGEM3-GFDL-ESM2M

HadGEM3-HadGEM2-ES

HadGEM3-IPSL-CM5A-LR

HadGEM3-IPSL-CM5A-MR

HadGEM3-MIROC-ESM-CHEM

HELIX

New high resolution climate model data

Run in atmosphere-only mode

Sea surface temperaturesand

Sea ice extents

Atmospheric CO2

Page 19: WP9: Food Security and Climate Change in Bangladesh · 2019-10-07 · (GWL2) HELIX model GWLs (yellow=1.5C, orange=2° °C, red=4°C) HELIX model GWLs (yellow=1.5C, orange=2° °C,

Acronyms…

Atmospheric CO2 concentrations determined by scenarios developed by the International Panel on Climate Change

IPCC

IPPC

Page 20: WP9: Food Security and Climate Change in Bangladesh · 2019-10-07 · (GWL2) HELIX model GWLs (yellow=1.5C, orange=2° °C, red=4°C) HELIX model GWLs (yellow=1.5C, orange=2° °C,

Representative Concentration Pathways

Figure adapted fromIPCC (2013)

Tem

pera

ture

abo

ve p

rein

dust

rial

(186

1-18

80)

Page 21: WP9: Food Security and Climate Change in Bangladesh · 2019-10-07 · (GWL2) HELIX model GWLs (yellow=1.5C, orange=2° °C, red=4°C) HELIX model GWLs (yellow=1.5C, orange=2° °C,

Representative Concentration Pathways

Figure adapted fromIPCC (2013)

2085

Page 22: WP9: Food Security and Climate Change in Bangladesh · 2019-10-07 · (GWL2) HELIX model GWLs (yellow=1.5C, orange=2° °C, red=4°C) HELIX model GWLs (yellow=1.5C, orange=2° °C,

Representative Concentration Pathways

Figure adapted fromIPCC (2013)

2080s

30 years

Page 23: WP9: Food Security and Climate Change in Bangladesh · 2019-10-07 · (GWL2) HELIX model GWLs (yellow=1.5C, orange=2° °C, red=4°C) HELIX model GWLs (yellow=1.5C, orange=2° °C,

Representative Concentration Pathways

Figure adapted fromIPCC (2013)

Tem

pera

ture

un

cert

aint

y

2080s

Page 24: WP9: Food Security and Climate Change in Bangladesh · 2019-10-07 · (GWL2) HELIX model GWLs (yellow=1.5C, orange=2° °C, red=4°C) HELIX model GWLs (yellow=1.5C, orange=2° °C,

Representative Concentration Pathways

Figure adapted fromIPCC (2013)

Page 25: WP9: Food Security and Climate Change in Bangladesh · 2019-10-07 · (GWL2) HELIX model GWLs (yellow=1.5C, orange=2° °C, red=4°C) HELIX model GWLs (yellow=1.5C, orange=2° °C,

Representative Concentration Pathways

Figure adapted fromIPCC (2013)

Page 26: WP9: Food Security and Climate Change in Bangladesh · 2019-10-07 · (GWL2) HELIX model GWLs (yellow=1.5C, orange=2° °C, red=4°C) HELIX model GWLs (yellow=1.5C, orange=2° °C,

Representative Concentration Pathways

Figure adapted fromIPCC (2013)

Page 27: WP9: Food Security and Climate Change in Bangladesh · 2019-10-07 · (GWL2) HELIX model GWLs (yellow=1.5C, orange=2° °C, red=4°C) HELIX model GWLs (yellow=1.5C, orange=2° °C,

Representative Concentration Pathways

Figure adapted fromIPCC (2013)

20 years

Time uncertainty

Page 28: WP9: Food Security and Climate Change in Bangladesh · 2019-10-07 · (GWL2) HELIX model GWLs (yellow=1.5C, orange=2° °C, red=4°C) HELIX model GWLs (yellow=1.5C, orange=2° °C,

Representative Concentration Pathways

Figure adapted fromIPCC (2013)

20 years

SpecificWarming Level 2(SWL2)

Page 29: WP9: Food Security and Climate Change in Bangladesh · 2019-10-07 · (GWL2) HELIX model GWLs (yellow=1.5C, orange=2° °C, red=4°C) HELIX model GWLs (yellow=1.5C, orange=2° °C,

Representative Concentration Pathways

Figure adapted fromIPCC (2013)

20 years

GlobalWarming Level 2(GWL2)

Page 30: WP9: Food Security and Climate Change in Bangladesh · 2019-10-07 · (GWL2) HELIX model GWLs (yellow=1.5C, orange=2° °C, red=4°C) HELIX model GWLs (yellow=1.5C, orange=2° °C,

HELIX model GWLs (yellow=1.5°C, orange=2°C, red=4°C)

Page 31: WP9: Food Security and Climate Change in Bangladesh · 2019-10-07 · (GWL2) HELIX model GWLs (yellow=1.5C, orange=2° °C, red=4°C) HELIX model GWLs (yellow=1.5C, orange=2° °C,

HELIX model GWLs (yellow=1.5°C, orange=2°C, red=4°C)

did not reach by 2100

Page 32: WP9: Food Security and Climate Change in Bangladesh · 2019-10-07 · (GWL2) HELIX model GWLs (yellow=1.5C, orange=2° °C, red=4°C) HELIX model GWLs (yellow=1.5C, orange=2° °C,

Percentage of month with conditions optimal for development

June

July

August

Page 33: WP9: Food Security and Climate Change in Bangladesh · 2019-10-07 · (GWL2) HELIX model GWLs (yellow=1.5C, orange=2° °C, red=4°C) HELIX model GWLs (yellow=1.5C, orange=2° °C,

Percentage of month with conditions optimal for survival

June

July

August

Page 34: WP9: Food Security and Climate Change in Bangladesh · 2019-10-07 · (GWL2) HELIX model GWLs (yellow=1.5C, orange=2° °C, red=4°C) HELIX model GWLs (yellow=1.5C, orange=2° °C,

Summary

• Degree-day models suggest multiple generations possible outdoors in UK… but none found

• Sharp north-south gradient in the number of cold days and nights relative to Mediterranean, and in the optimal conditions for development and survival

• Hypothesis: minimum temperatures in the UK may cause chilling injuries and mortality. Whitefly does not posses rapid cold hardening adaptation because it originates in a warmer more constant climate

• Future climate change may mean UK climate more amenable to whitefly

• Northward migration within France may indicate increase in risk to UK

Page 35: WP9: Food Security and Climate Change in Bangladesh · 2019-10-07 · (GWL2) HELIX model GWLs (yellow=1.5C, orange=2° °C, red=4°C) HELIX model GWLs (yellow=1.5C, orange=2° °C,

Summary

• Degree-day models suggest multiple generations possible outdoors in UK… but none found

• Sharp north-south gradient in the number of cold days and nights relative to Mediterranean, and in the optimal conditions for development and survival

• Hypothesis: minimum temperatures in the UK may cause chilling injuries and mortality. Whitefly does not posses rapid cold hardening adaptation because it originates in a warmer more constant climate

• Future climate change likely to mean UK climate more amenable to whitefly

• Northward migration within France may indicate increase in risk to UK

Page 36: WP9: Food Security and Climate Change in Bangladesh · 2019-10-07 · (GWL2) HELIX model GWLs (yellow=1.5C, orange=2° °C, red=4°C) HELIX model GWLs (yellow=1.5C, orange=2° °C,

Thank you!