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Suitability Modeling BEST PRACTICES GRETCHEN N. PETERSON, PETERSONGIS Author of GIS Cartography: A Guide to Effective Map Design

Suitability Modeling: Best Practices

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This was presented in May 2009 at the WAURISA conference.

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Page 1: Suitability Modeling: Best Practices

Suitability ModelingBEST PRACTICES

GRETCHEN N. PETERSON, PETERSONGISAuthor of GIS Cartography: A Guide to Effective Map Design

Page 2: Suitability Modeling: Best Practices

What is suitability modeling?

Page 3: Suitability Modeling: Best Practices

What is suitability modeling?

Input criteria considerations

Page 4: Suitability Modeling: Best Practices

What is suitability modeling?

Input criteria considerations

Converting to a common scale

Page 5: Suitability Modeling: Best Practices

What is suitability modeling?

Input criteria considerations

Converting to a common scale

How to weight criteria

Page 6: Suitability Modeling: Best Practices

Suitability ModelingHabitat Suitability Modeling

Weighted Summationweighted overlay

multi-criteria evaluation

Multi Criteria Decision Analysis

MCDA

Page 7: Suitability Modeling: Best Practices

test scores

Page 8: Suitability Modeling: Best Practices

test scoresmedian age

Page 9: Suitability Modeling: Best Practices

test scoresmedian ageeducational attainment

Page 10: Suitability Modeling: Best Practices

test scoresmedian ageeducational attainment

Page 11: Suitability Modeling: Best Practices
Page 12: Suitability Modeling: Best Practices
Page 13: Suitability Modeling: Best Practices

comprehensiveness of data

Page 14: Suitability Modeling: Best Practices
Page 15: Suitability Modeling: Best Practices

converting to a common scale

Page 16: Suitability Modeling: Best Practices

test scores

0-100%

percentage

median age

0-100

years

educational attainment

high school, some college, etc.

categorical

Page 17: Suitability Modeling: Best Practices
Page 18: Suitability Modeling: Best Practices

decision maker

Page 19: Suitability Modeling: Best Practices
Page 20: Suitability Modeling: Best Practices
Page 21: Suitability Modeling: Best Practices

iteration

anonymity

documentation

Delphi

Page 22: Suitability Modeling: Best Practices

rankingrating

trade-off analysispairwise comparison

Page 23: Suitability Modeling: Best Practices

1 Educational attainment

2 Median age

3 Test scores

ranking

Page 24: Suitability Modeling: Best Practices

50 Educational attainment

40 Median age

10 Test scores

ratingpoint allocation

Page 25: Suitability Modeling: Best Practices

100 Educational attainment

75 Median age

20 Test scores

ratingratio estimation

Page 26: Suitability Modeling: Best Practices

100 5 Educational attainment

75 3.75 Median age

20 1 Test scores

ratingratio estimation

9.75

Page 27: Suitability Modeling: Best Practices

100 5 0.51 Educational attainment

75 3.75 0.39 Median age

20 1 0.10 Test scores

ratingratio estimation

9.75 1.00

Page 28: Suitability Modeling: Best Practices
Page 29: Suitability Modeling: Best Practices

trade-off analysis

A is better than B

B is better than C

Page 30: Suitability Modeling: Best Practices

pairwise comparison

educ

atio

nal

atta

inme

nt

medi

an a

ge

test

sco

res

educational attainment

median age

test scores

X

X

X

Page 31: Suitability Modeling: Best Practices

Thomas L. Saaty

Page 32: Suitability Modeling: Best Practices

pairwise comparison

educ

atio

nal

atta

inme

nt

medi

an a

ge

test

sco

res

educational attainment

median age

test scores

X

X

X

93

6

Page 33: Suitability Modeling: Best Practices

pairwise comparison

educ

atio

nal

atta

inme

nt

medi

an a

ge

test

sco

res

educational attainment

median age

test scores

1

1

1

93

6

Page 34: Suitability Modeling: Best Practices

pairwise comparison

educ

atio

nal

atta

inme

nt

medi

an a

ge

test

sco

res

educational attainment

median age

test scores

1

1

1

93

61/3

1/9 1/6

Page 35: Suitability Modeling: Best Practices

pairwise comparison

educ

atio

nal

atta

inme

nt

medi

an a

ge

test

sco

res

educational attainment

median age

test scores

1

1

1

93

60.33

0.11 0.17

Page 36: Suitability Modeling: Best Practices
Page 37: Suitability Modeling: Best Practices

pairwise comparison

educ

atio

nal

atta

inme

nt

medi

an a

ge

test

sco

res

educational attainment

median age

test scores

1

1

1

93

60.33

0.11 0.17

1.44 164.17

Page 38: Suitability Modeling: Best Practices

normalized comparison matrix

educ

atio

nal

atta

inme

nt

medi

an a

ge

test

sco

res

educational attainment

median age

test scores

1/1.44

1/4.17

1/16

9/163/4.17

6/160.33/1.44

0.11/1.44 0.17/4.17

Page 39: Suitability Modeling: Best Practices

normalized comparison matrix

educ

atio

nal

atta

inme

nt

medi

an a

ge

test

sco

res

educational attainment

median age

test scores

0.69

0.24

0.06

0.560.72

0.380.23

0.08 0.04

Page 40: Suitability Modeling: Best Practices

normalized comparison matrix

educ

atio

nal

atta

inme

nt

medi

an a

ge

test

sco

res

educational attainment

median age

test scores

0.69

0.24

0.06

0.560.72

0.380.23

0.08 0.04

average

Page 41: Suitability Modeling: Best Practices

normalized comparison matrix

educ

atio

nal

atta

inme

nt

medi

an a

ge

test

sco

res

educational attainment

median age

test scores

0.69

0.24

0.06

0.560.72

0.380.23

0.08 0.04

0.67

0.28

0.18

Page 42: Suitability Modeling: Best Practices
Page 43: Suitability Modeling: Best Practices

Riparian Threat Level

Rip

aria

n Q

ual

ity

focus effort here

high

hig

hlo

w

low

Page 44: Suitability Modeling: Best Practices

Quality Model

Canopy density 0.317

Stream cover 0.200

Riparian width 0.183

Understory 0.183

Slope 0.117

Page 45: Suitability Modeling: Best Practices

Threat Model

Encroachment 0.690

Landscape Type 0.251

Understory 0.059

Page 46: Suitability Modeling: Best Practices
Page 47: Suitability Modeling: Best Practices
Page 48: Suitability Modeling: Best Practices
Page 49: Suitability Modeling: Best Practices

GIS and Multicriteria Decision Analysis

By Jacek Malczewski

Page 50: Suitability Modeling: Best Practices

PetersonGISGretchen Peterson

www.petersongis.com