jonathan day, gregory ross, and roxanne connelly university of florida florida medical entomology...

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Jonathan Day, Gregory Ross, and Roxanne Connelly University of Florida Florida Medical Entomology Laboratory Vero Beach, Florida A GIS Model of Arboviral Risk Assessment in Florida

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Page 1: Jonathan Day, Gregory Ross, and Roxanne Connelly University of Florida Florida Medical Entomology Laboratory Vero Beach, Florida A GIS Model of Arboviral

Jonathan Day, Gregory Ross, and

Roxanne Connelly

University of Florida

Florida Medical Entomology Laboratory

Vero Beach, Florida

A GIS Model of Arboviral Risk Assessment in

Florida

Page 2: Jonathan Day, Gregory Ross, and Roxanne Connelly University of Florida Florida Medical Entomology Laboratory Vero Beach, Florida A GIS Model of Arboviral

0

100

200

300

400

500

600

No.

WN

V C

ases

1 7 13 19 25 31 37 43 49Week of Year

Human Case EpicurveColorado, 2003

Page 3: Jonathan Day, Gregory Ross, and Roxanne Connelly University of Florida Florida Medical Entomology Laboratory Vero Beach, Florida A GIS Model of Arboviral

Factors that Drive Vector-borne Disease Epidemics

Pathogen

VectorAmplification Host

Environmental Factors

Page 4: Jonathan Day, Gregory Ross, and Roxanne Connelly University of Florida Florida Medical Entomology Laboratory Vero Beach, Florida A GIS Model of Arboviral

Culex nigripalpus: An Important Arboviral Vector in Florida

Page 5: Jonathan Day, Gregory Ross, and Roxanne Connelly University of Florida Florida Medical Entomology Laboratory Vero Beach, Florida A GIS Model of Arboviral
Page 6: Jonathan Day, Gregory Ross, and Roxanne Connelly University of Florida Florida Medical Entomology Laboratory Vero Beach, Florida A GIS Model of Arboviral
Page 7: Jonathan Day, Gregory Ross, and Roxanne Connelly University of Florida Florida Medical Entomology Laboratory Vero Beach, Florida A GIS Model of Arboviral
Page 8: Jonathan Day, Gregory Ross, and Roxanne Connelly University of Florida Florida Medical Entomology Laboratory Vero Beach, Florida A GIS Model of Arboviral

Water Table 1.3 meters below surface

Water Table 0.8 meters below surface

Low areas (ditched, furrows, sinkholes) during periods of drought

Water Table 1.6 meters below surface

Culex nigripalpus ovisposition sites during periods of wetting

Water Table 1.0 meters below surface

Page 9: Jonathan Day, Gregory Ross, and Roxanne Connelly University of Florida Florida Medical Entomology Laboratory Vero Beach, Florida A GIS Model of Arboviral

Gregg Ross, FMEL

Jeffrey Shaman, Oregon State

University

Page 10: Jonathan Day, Gregory Ross, and Roxanne Connelly University of Florida Florida Medical Entomology Laboratory Vero Beach, Florida A GIS Model of Arboviral

589 MWTDdata recording stationsacross peninsularFlorida

Page 11: Jonathan Day, Gregory Ross, and Roxanne Connelly University of Florida Florida Medical Entomology Laboratory Vero Beach, Florida A GIS Model of Arboviral

-1.6

-1.4

-1.2

-1

-0.8

-0.6

-0.4

-0.2

0

Date

Mod

elle

d W

ater

Tab

le D

ata

19861987198819891990

Figure 3

Page 12: Jonathan Day, Gregory Ross, and Roxanne Connelly University of Florida Florida Medical Entomology Laboratory Vero Beach, Florida A GIS Model of Arboviral
Page 13: Jonathan Day, Gregory Ross, and Roxanne Connelly University of Florida Florida Medical Entomology Laboratory Vero Beach, Florida A GIS Model of Arboviral
Page 14: Jonathan Day, Gregory Ross, and Roxanne Connelly University of Florida Florida Medical Entomology Laboratory Vero Beach, Florida A GIS Model of Arboviral
Page 15: Jonathan Day, Gregory Ross, and Roxanne Connelly University of Florida Florida Medical Entomology Laboratory Vero Beach, Florida A GIS Model of Arboviral

Modeled Water Table Depth

589Data Points

1 2 3

MWTD values RISK MapsMWTD Maps

Page 16: Jonathan Day, Gregory Ross, and Roxanne Connelly University of Florida Florida Medical Entomology Laboratory Vero Beach, Florida A GIS Model of Arboviral

GIS RISK Maps3

MWTD values RISK valuesRISK model comparison

Page 17: Jonathan Day, Gregory Ross, and Roxanne Connelly University of Florida Florida Medical Entomology Laboratory Vero Beach, Florida A GIS Model of Arboviral

Arboviral transmission risk for May 2005

Pinellas County Florida: 2005 Case Study

Page 18: Jonathan Day, Gregory Ross, and Roxanne Connelly University of Florida Florida Medical Entomology Laboratory Vero Beach, Florida A GIS Model of Arboviral

Onset Dates: 1 June to 22 August, with 15 reported during July, 2005

Page 19: Jonathan Day, Gregory Ross, and Roxanne Connelly University of Florida Florida Medical Entomology Laboratory Vero Beach, Florida A GIS Model of Arboviral
Page 20: Jonathan Day, Gregory Ross, and Roxanne Connelly University of Florida Florida Medical Entomology Laboratory Vero Beach, Florida A GIS Model of Arboviral
Page 21: Jonathan Day, Gregory Ross, and Roxanne Connelly University of Florida Florida Medical Entomology Laboratory Vero Beach, Florida A GIS Model of Arboviral
Page 22: Jonathan Day, Gregory Ross, and Roxanne Connelly University of Florida Florida Medical Entomology Laboratory Vero Beach, Florida A GIS Model of Arboviral
Page 23: Jonathan Day, Gregory Ross, and Roxanne Connelly University of Florida Florida Medical Entomology Laboratory Vero Beach, Florida A GIS Model of Arboviral

Florida Medical Entomology Laboratory

MWTD Data for the Pinellas County, FL WNV outbreak of 2005

MWTD recording sites MWTD data for Pinellas County, 2005

Page 24: Jonathan Day, Gregory Ross, and Roxanne Connelly University of Florida Florida Medical Entomology Laboratory Vero Beach, Florida A GIS Model of Arboviral

2003 2004 2005 2006

Week Number

Mod

eled

Wat

er T

able

Dep

th

Hum

ans

Cx. n

igSe

ntine

ls

Page 25: Jonathan Day, Gregory Ross, and Roxanne Connelly University of Florida Florida Medical Entomology Laboratory Vero Beach, Florida A GIS Model of Arboviral