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Avian Migration Systems: An Ecological Niche Perspective with Yoshinori Nakazawa, Adolfo Navarro, Enrique Martinez-Meyer

Time-specific Niche Modeling Applications

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Page 1: Time-specific Niche Modeling Applications

Avian Migration Systems:An Ecological Niche

Perspective

with Yoshinori Nakazawa, Adolfo Navarro, Enrique Martinez-Meyer

Page 2: Time-specific Niche Modeling Applications
Page 3: Time-specific Niche Modeling Applications

Migration Systems IEvolution of migration envisioned as follows:

Original sedentary (tropical) ancestor Local movements to track seasonally varying resources ‘Hard-wiring’ of seasonal movements Extension to longer-distance movements

Ecological studies have documented examples of each imagined stageNot traditionally viewed in a phylogenetic context … historical perspective on evolutionary process has been lackingEcological niche modeling can illuminate the details of the process …

Page 4: Time-specific Niche Modeling Applications

Migration Systems IISpecies obey consistent ecological ‘rules’ in their geographic distributions …How do these ecological rules vary between seasonal distributional areas … ? Niche-following – a species follows a consistent

set of ecological conditions from one season to the next

Niche-switching – a species breeds under one set of ecological circumstances, but overwinters in another set of conditions

Phylogenetic distribution of this potential diversity and its implications?

Page 5: Time-specific Niche Modeling Applications

Niche-following example (Vireo belli)Model based on points from

Breeding Winter

Sea

son

pred

icte

dW

inte

r

B

reed

ing

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Niche-switching example (Dendroica magnolia)Model based on points from

Breeding Winter

Sea

son

pred

icte

dW

inte

r

B

reed

ing

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Distribution of Interpredictivity Values

0

5

10

15

20

25

30

35

0-0.1 0.1-0.2 0.2-0.3 0.3-0.4 0.4-0.5 0.5-0.6 0.6-0.7 0.7-0.8 0.8-0.9 0.9-1.0

Significance level (P)

Fre

quen

cy

Niche switchers

Niche followers

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Phylogenetic and Ecological Distributionof Niche-following Behavior

Species Breeding WinteringDendroica aestivaDendroica auduboniDendroica coronataDendroica dominicaDendroica magnoliaDendroica nigrescensDendroica occidentalisDendroica townsendiDendroica virens

Spizella atrogularisSpizella breweriSpizella pallidaSpizella passerina

Vermivora celataVermivora peregrinaVermivora ruficapilla

Vireo belliiVireo cassiniiVireo gilvusVireo griseusVireo huttoni

Nakazawa et al. 2004, Auk

Taiga belt species

Page 9: Time-specific Niche Modeling Applications

Monarch Butterfly Migration and Seasonal

Niches

with Rebecca V. Smith and Karen Oberhauser

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Monarchs

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Citizen Science Project

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MLMP Sample Sites

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Monthly Occurrence Data

• tally monthly occurrences• model month-specific ecological niches• predict all other months from each month• average predictions from all other months to each month• test prediction for each month with (independent) occurrence data from that

month

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Seasonal Shifts – Hot & Humid

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Predictability of Seasonal Shifts

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Winter – December-February

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Wintering Monarchs?

Note that the butterflies are

not where their niche is!

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Niche Dimensions

0

20

40

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-300 -200 -100 0 100 200 300 400

Temperature (C x 10)

Prec

ipita

tion

(cm

x 1

0)

0

20

40

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140

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-300 -200 -100 0 100 200 300 400

Temperature (C x 10)

Prec

ipita

tion

(cm

x 1

0)

0

20

40

60

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120

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-300 -200 -100 0 100 200 300 400

Temperature (C x 10)

Prec

ipita

tion

(cm

x 1

0)

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Monarch Conclusions

Monarchs are both niche-followers and niche-switchers through the course of the yearThe two niches that monarchs use during the year are contrasting – one for breeding and the other for overwinter survivalClimate change will affect both, but in very different ways…

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General ConclusionsMigratory systems are diverse in ways that the field did not anticipate—’migratory’ species can have very different characteristics in terms of seasonal ecologyThis diversity appears to have phylogenetic components—that is, some clades tend to be niche-switchers (e.g., Dendroica), and others to be niche-followers (e.g., Vireo)—but broad phylogenetic studies are just now beginningThis diversity appears to have ecological / geographic / historical components—e.g., taiga speciesBreeding distributions appear to be derived relative to the winter distributions, at least in the clade tested to dateNiche-switching appears to be derived relative to niche-following, thus constituting a further step in the evolution of complex migratory behavior

Sedentary local tracking seasonal local movements long-distance migration (niche-following) long-distance migration (niche-switching)

Further exploration and testing are needed…