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^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own...

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^ƵďŵĂƌŝŶĞ ƚŽƉŽŐƌĂƉŚLJ ĂƐ Ă ƉƌĞĚŝĐƚŽƌ ŽĨ ŵŽďŝůĞ ƉƌĞĚĂƚŽƌ ŚŽƚƐƉŽƚƐ ZĞůĞǀĂŶĐĞ ĂŶĚ ĂƉƉůŝĐĂƟŽŶƐ ƚŽ ĐŽŶƐĞƌǀĂƟŽŶ ƉůĂŶŶŝŶŐ ŝŶ ƚŚĞ ƉĞůĂŐŝĐ ŽĐĞĂŶ WŚŝů : ŽƵĐŚĞƚ ^Đ ,ŽŶƐ ;hŶŝǀ tĞƐƚĞƌŶ ƌŝƩĂŶLJͿ DZĞƐ ;hŶŝǀ ^ƚ ŶĚƌĞǁƐͿ dŚĞƐŝƐ ƉƌĞƐĞŶƚĞĚ ĨŽƌ ƚŚĞ ĚĞŐƌĞĞ ŽĨ ŽĐƚŽƌ ŽĨ WŚŝůŽƐŽƉŚLJ ŽĨ dŚĞ hŶŝǀĞƌƐŝƚLJ ŽĨ tĞƐƚĞƌŶ ƵƐƚƌĂůŝĂ &ĂĐƵůƚLJ ŽĨ EĂƚƵƌĂů ĂŶĚ ŐƌŝĐƵůƚƵƌĂů ^ĐŝĞŶĐĞƐ ^ĐŚŽŽů ŽĨ ŶŝŵĂů ŝŽůŽŐLJ ĞĐĞŵďĞƌ ϮϬϭϱ
Transcript
Page 1: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 2: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 3: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified

STUDENT DECLARATION

Having completed my course of study and research towards the degree of Doctor of Philosophy/Master by research (by thesis), I hereby submit my thesis for examination in accordance with the regulations and declare that (please tick each box as appropriate)⎯

The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified in the thesis. For any work in the thesis that has been co-published with other authors, I have the permission of all co-authors to include this work in my thesis, and there is a declaration to this effect in the front of the thesis, signed by me and also by my supervisor/s.

The thesis has been substantially completed during the course of enrolment in this degree at UWA and has not previously been accepted for a degree at this or another institution.

I have read the rules relating to content and format of a thesis, words limits, and submission of a thesis for examination (at http://rules.handbooks.uwa.edu.au/rules/GeneralRules/Part3/Division1)

The thesis is within the set word limit for my degree program (http://rules.handbooks.uwa.edu.au/rules/GeneralRules/Part3/Division1)

The thesis meets the following specifications: A4 size paper; left-hand margin of 4cm or more, other margins 2cm; temporary binding in thermal, clamp or spiral style; each volume no more than 6cm in spine width and 2.5kg in weight.

(a) I am under no obligation, nor am I aware of the University being under any obligation, to keep all or any part of my thesis confidential for any period of time. OR (b) I have already taken appropriate steps to notify the Graduate Research and Scholarships Office in writing of my obligations and/or any confidentiality issues, I have submitted an application for Restricted Access to GRSO (form at http://www.postgraduate.uwa.edu.au/staffnet/forms#ip)

I understand and agree that examiners are not required to return their copy of my thesis.

(Note: There may be special circumstances in which a student requires the thesis to be returned. If you wish this office to request the return of the thesis please complete a Restricted Access form requesting a confidential examination ( http://www.postgraduate.uwa.edu.au/staffnet/forms#ip)

A full electronic copy of the thesis to be submitted with the final version of thesis after corrections (compulsory from 2003)

Scholarship holders only (not including RTS funding) - I have notified the Scholarships Officer of my submission.

Student signature: Date:

CLASSIFICATION CODES It is compulsory for ALL STUDENTS to complete all sections related to classification codes (1998 & 2008) 1998 RESEARCH FIELDS, COURSES AND DISCIPLINES (RFCD) CLASSIFICATION CODE/S:

Details may be found at: - ABS Australian Standard Research Classification 1998 (Up to 3 codes may be selected. Codes must be from 'disciplines' or 'subjects' level and not from the top 'divisions' level unless selecting "210000 Science - General" or "220000 Social Sciences, Humanities and Arts - General").

2008 FIELDS OF RESEARCH (FOR) CLASSIFICATION CODE/S:

Details may be found at: http://www.stats.uwa.edu.au/StatsOffice/codes_and_classifications (Up to 3 codes may be selected. Please select field or group codes that are as specific as possible, not from the top 'division' level

1998 CODE/S % 2008 CODE/S %

1998 & 2008 SOCIO-ECONOMIC OBJECTIVE (SEO) CODE/S: Details may be found at: - http://www.stats.uwa.edu.au/StatsOffice/codes_and_classifications (Up to 3 codes may be selected. Please select objectives or codes that are as specific as possible

1998 CODE/S % 2008 CODE/S %

RESEARCH ACTIVITY TYPE: The definitions for each type are at: Australian and New Zealand Standard Research Classification (ANZSRC), 2008

☐ Pure Basic ☐ Strategic Basic

☐ Experimental Applied

Page 4: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
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Page 6: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 7: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 8: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 9: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 10: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 11: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 12: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 13: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 14: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 15: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
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∗ ∗ ∗

Page 18: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 19: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 20: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 21: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 22: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 23: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 24: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 25: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 26: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 27: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 28: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 29: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 30: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 31: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 32: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 33: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 34: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 35: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 36: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 37: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 38: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 39: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 40: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 41: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 42: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 43: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 44: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 45: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 46: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 47: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 48: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 49: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified

μz

μz=

n ∑ i=1

z i n

z̃ σz

σz=

√1

n−1

n ∑ i=1

(zi−

μz)2

CVz

CVz=σz

μz

z min

z max

[zmin,z

max]

z max−z

min

[z1,z

2]

Page 50: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified

z i−f

ocal[μz]

foca

l[μz]

TRI 1=√ ∑

(zi,j−z

0,0)2

TRI 2=

TN

C·T

NF

TN

C+TN

F

TNC

TNF

Page 51: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified

μs

μs=

n ∑ i=1

si n

s̃ σs

σs=

√1

n−1

n ∑ i=1

(si−

μs)2

CVs

CVs=σs

μs

s min

s max

[smin,s

max]

s max−s

min

[s1,s

2]

SI 1=

2AC

BD

A%

≤B

%

C%

≤D

%≤

Page 52: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified

SI 2=100·z m

ax−z

min

z M

zM

SI 3=

n ∑ i=1

|z i−z

max|

n−1

(α)

μα

μα=atan2( 1 n

·n ∑ j=1sinαj,1 n

·n ∑ j=1cosαj

)

[α1,α

2]

AI=(A

−B)+

(C−D

)+E

A

B=100−A

CD

AE A

sin(α

)

Page 53: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified

σsinα=

√1

n−1

n ∑ i=1

(sin

αi−

μsinα)2

cos(α)

σco

sα=

√1

n−1

n ∑ i=1

(cosαi−

μco

sα)2

<0

>0

−1

−2(r+t)

Page 54: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified

−1

−p2r+

2pqs+q2

t

(p2+q2)· (

√ 1+p2+q2)3

pq

rt

s

p=

δz

δx q=

δz

δy

r=δ2z

δx2

t=δ2z

δy2

s=δ2z

δxδy

−1

q2r−

2pqs+p2t

(√ p2+q2)3

−1

−q2

r−2pqs+p2t

(p2+q2)·√ 1

+p2+q2

Page 55: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified

−1

r2+2s

2+t2

−1

−2( p

2r+

pqs+q2

t

p2+q2

)

Page 56: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified

−1

2·( q2r−

pqs+p2t

p2+q2

)

Page 57: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 58: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 59: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified

μz

μz=

n ∑ i=1

z i n

z̃ σz

σz=

√1

n−1

n ∑ i=1

(zi−

μz)2

CVz

CVz=

σz

μz

z min

Page 60: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified

z max

[zmin,z

max]

z max−z

min

Page 61: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified

CI=100·z m

ax−zmin

zmax

[z1,z

2]

D=3−

HH

z(x,y)

E[|z

(x+Δx,y+Δy)−

z(x,y)|]=

σ√

2 π

√ Δx2+Δy2H

n ∑ i=1

√ s i(si−

ai)(si−

b i)(s i−c

i)

i

s=a+b+c

2a

bc

Page 62: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified

3

VRM

=1−

√ (∑x)2

+(∑

y)2

+(∑

z)2

n

n

z=co

s(s)

x=xy·si

n(α

)

xy=sin(α

)y=xy·co

s(α)

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± ±

Page 64: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 65: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified

rs = 1− 6∑n

i=1 d2i

n(n2−1),

di

rs

Page 66: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified

α

rs

x

ρ > Δρ <

ρ

Page 67: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified

ρ

Page 68: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 69: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
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Page 71: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 72: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
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E

S

A

C

R

D

O

(T, = 52)

(M, = 57)

=

T = 46

M = 2

=

T = 27

M = 24

=

T = 19

M = 5

M = 1

T = 11

M = 53

M = 2

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π

π

Page 76: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified

A.ASPA.AVGA.EASA.ESD

A.NORA.NSDC.CRSC.GENC.LONC.PROC.TANC.TOTD.AVGD.BBPID.CIND.COVD.FBPID.MAXD.MEDD.MIND.RGED.STDE.TPIE.TR1E.TR2

O.FRD25O.FRD9O.RUGO.VOLO.VRMR.LSR10

R.LSR100R.LSR20R.LSR50R.TCO

R.TEX33R.TEX55R.TEX77R.TIN10

R.TIN100R.TIN20R.TIN50R.TRU10

R.TRU100R.TRU20R.TRU50

S.AVGS.COVS.MAXS.MEDS.MINS.RGES.SI1S.SI2S.SI3S.STD

0.0 0.2 0.4 0.6 0.8 1.0

A.ASPA.AVG

A.EAS

A.NORA.NSD

C.CRSC.GEN

C.LONC.PRO

C.TANC.TOT

D.AVGD.BBPI

D.CIND.COV

D.FBPID.MAX

D.MEDD.MIN

D.RGED.STD

E.TPIE.TR1

E.TR2O.FRD25

O.FRD9O.RUG

O.VOLO.VRM

R.LSR10R.LSR100

R.LSR20R.LSR50

R.TCOR.TEX33

R.TEX55R.TEX77

R.TIN10R.TIN100

R.TIN20R.TIN50

R.TRU10R.TRU100

R.TRU20R.TRU50

S.AVG

S.MAXS.MED

S.MINS.RGE

S.SI1S.SI2

S.SI3S.STD

A.ESD

rs

S.COV

rs

r

Page 77: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
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ρρ

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±◦ ◦ ◦ ◦

◦ ◦ ◦ ◦

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◦ ◦

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rs

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◦◦

◦◦

◦◦ ◦

◦◦ ◦

◦◦ ◦

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ASPcountASPind

ASPmeanCANadj

CANdepthCANorient

CANpercentCI

CRSCUREWCURNS

CURVFCPI

FEATcountFFDFRD

HiHimHirL3

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Envi

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0.0 0.2 0.4 0.6 0.8 1.0

ASPcountASPind

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0 0.2 0.4 0.6 0.8 1

Longitude

La

titu

de

Fraction of gaps in the filtered effort data

◦ ◦ ◦

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◦ ◦

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[Q1 − 1.5 · e−4MC · IQR Q3 + 1.5 · e3MC · IQR

],

Q1 Q3 IQR IQR Q3 Q1

MC

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s

s

Page 109: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified

C

E= qD = q

N

A,

E C/E

N A

q

q

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g(C) = α+ Cell + Y ear ×Gear ×Weight+ log(E) + log(A) + ξ,

g α ξ log(E)

log(A)

×

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Adjusted pseudoR2 = 1− residual deviance/degrees of freedom

null deviance/degrees of freedom,

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x =z

zmaxy =

M(x)

N,

z zmax z

M(x) x N x

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y = A · [1− e−k(x−x0)],

y = A− A− y01 + (kx)δ

,

y =A(

1 + e−kx)(

1y0

− 1) ,

k y0 y x x0 x δ

g(C) = α+ Cell +Weight+Dport+ log(E) + log(A) + ξ,

g(C) = α+ Cell +Weight×Gear +Dport+ log(E) + log(A) + ξ,

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0100200300400500

0

50

100

150

020406080

0

50

100

150

0255075

100

All regions

0 5 10 20 25 30 35 40 45 55 65 70 75 80 85 90 95 100

Percentage overlap (%)

Grid

cel

l cou

nt

S T

Gascoyne

North

South

West

Hotspot type

3yr T5yr

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◦ ◦

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x

α

Page 154: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified

qD =

s∑i=1

pqi

1/(1−q)

,

q p s

q

r

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× Δ

Δ

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pi i

pi

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rs rs

rs

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β

β

β β

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ψ p ψ

κ

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±±

β

β

± ±±

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±

p

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Page 203: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 204: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 205: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 206: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 207: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 208: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 209: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 210: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 211: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 212: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 213: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 214: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 215: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 216: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 217: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 218: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 219: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 220: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 221: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 222: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 223: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 224: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 225: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 226: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 227: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 228: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 229: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 230: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 231: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 232: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 233: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 234: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 235: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 236: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 237: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 238: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 239: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 240: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 241: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 242: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 243: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 244: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 245: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 246: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 247: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 248: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 249: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 250: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 251: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 252: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 253: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 254: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 255: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 256: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 257: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 258: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 259: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 260: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 261: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 262: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 263: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 264: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 265: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 266: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 267: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 268: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 269: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 270: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 271: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 272: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 273: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 274: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 275: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 276: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 277: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 278: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 279: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 280: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 281: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 282: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 283: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 284: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 285: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 286: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified
Page 287: ^ µ u ] v } } P Z Ç ] } } ( u } ] o } Z } } W Z o À v v o ... · The thesis is my own composition, all sources have been acknowledged and my contribution is clearly identified


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