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Non-Cognitive Predictors of Student Success:
A Predictive Validity Comparison Between Domestic and International Students
The diet preferences of Agouties
are showing us how Tropical
Forests maintain high plant
species diversity.
Non-Cognitive Predictors of Student Success:
A Predictive Validity Comparison Between Domestic and International Students
INTRO
• When tropical rodents forget about seeds they have
buried, the buried seeds are more likely to grow into
trees7.
• Understanding the traits of seeds that predict whether
they will be buried and the pattern in which rodents
will bury seeds will help us understand how tropical
forests grow.
• Important predictors of a seed being buried are local
density (Figure 1), identities of neighboring species
(Figure 2), and the relative size of the seed (Figure 3).
• The trees being considered are Astrocaryum
standleyanum, Dipteryx oleifera, and Attalea butyracea.
These trees can be effectively used to model how
predators effect the spatial distribution of plant
populations because they have relatively few predators
that have the ability to break through the stony
endocarps that protect the seeds1.
METHODS (proposed)
1. Plots for 6 variations of high and low adult density of 3
focal tree species have been selected on Barro Colorado
Island in Panama2.
2. Random points are generated within each plot using
arcGIS. 1m2 are to be set up at each point. Seeds buried
up to 5 cm in the coil will be collected and the seed status
will be recorded3.
3. Data will be analyzed using linear regression and model
averaging techniques2. (AIC values)
RESULTS
• Increased experience writing grant proposals
• Increased familiarity with Tropical Ecology Literature
DISCUSSION
The	data	collected	from	this	project	will	be	readily	available	to	
individuals	in	the	scientific	community	who	can	use	it	to	
advance	programmatic	and	analytic	models.	
Title: Investigating seed size as
a driver for rodent caused
mortality on Barro Colorado
Island
Justin Tirrell, Dr. Carol
Garzon-Lopez, Dr. Noelle
Beckman
Take a picture to
read a proposal
Figure	1:	Janzen-Connel Hypothesis
Seed	predators	regulate	seed	
mortality	based	on	seed	density.
Figure	2:	Heterospecific Model	
Seed	predators	cache	some	species	
of	seed	preferentially.	
Figure	3:	Size	–based	Model
Seed	predators	s	cache	larger	seeds	
preferentially	.
Figure	4:	American	Spiny	Rat	
(Proechimys semispinosus)
Figure	5:	Central	American	Agouti	
(Dosyprocta puntata)
Figure	6:	Red-tailed	Squirrel	
(Sciurus granatensis)
1. Bradford,	D.	F.	&	Smith,	C.	C.	1977.	Seed	predation	and	seed	number	in	Scheelea palm	fruits.	Ecology	58:667–673
2. Connell	JH	(1971)	On	the	role	of	natural	enemies	in	preventing	competitive	exclusion	in	some	marine	animals	and	in	rain	forest	trees,	in	Boer	PJD,	Gradwell GR,	
Editors.	Dynamics	of	populations.	Wageningen,	Netherlands:	Centre	for	Agricultural	Publication	and	Documentation.	pp.	298312
3. Gálvez,	D.,	&	Jansen,	P.	(2007).	Bruchid beetle	infestation	and	the	value	of	Attalea butyracea endocarpsfor Neotropical	rodents	(Vol.	23).	
4. Garzon-Lopez,	C.	X.,	Ballesteros-Mejia,	L.,	Ordoñez,	A.,	Bohlman,	S.	A.,	Olff,	H.,	&	Jansen,	P.	A.	(2015).
5. Indirect	interactions	among	tropical	tree	species	through	shared	rodent	seed	predators:	a	novel	mechanism	of	tree	species	coexistence.	Ecology	Letters,	18(8),	
752760.	
6. Janzen,	D.	H.	1970.	Herbivores	and	number	of	tree	species	in	tropical	forests.	American	Naturalist	(Vol.	104).	
7. Kuprewicz,	E.	K.,	&	García-Robledo,	C.	(2019).	Deciphering	seed	dispersal	decisions:	Size,	not	tannin	content,	drives	seed	fate	and	survival	in	a	tropical forest.	
Ecosphere,	10(1),	e02551.cvc
References
Figure	1,2,3:	Free	Vector	Design	by:	<a	href="https://www.vecteezy.com/">Vecteezy</a>
Figure	4:	https://en.wikipedia.org/wiki/Red-tailed_squirrel#/media/File:Red-
Figure	5:	https://www.britannica.com/animal/American-spiny-rat/media/560266/7509
Figure	6:	https://pixabay.com/photos/agouti-rodent-animal-creature-2299623/

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Spring19 SRS

  • 1. Non-Cognitive Predictors of Student Success: A Predictive Validity Comparison Between Domestic and International Students The diet preferences of Agouties are showing us how Tropical Forests maintain high plant species diversity. Non-Cognitive Predictors of Student Success: A Predictive Validity Comparison Between Domestic and International Students INTRO • When tropical rodents forget about seeds they have buried, the buried seeds are more likely to grow into trees7. • Understanding the traits of seeds that predict whether they will be buried and the pattern in which rodents will bury seeds will help us understand how tropical forests grow. • Important predictors of a seed being buried are local density (Figure 1), identities of neighboring species (Figure 2), and the relative size of the seed (Figure 3). • The trees being considered are Astrocaryum standleyanum, Dipteryx oleifera, and Attalea butyracea. These trees can be effectively used to model how predators effect the spatial distribution of plant populations because they have relatively few predators that have the ability to break through the stony endocarps that protect the seeds1. METHODS (proposed) 1. Plots for 6 variations of high and low adult density of 3 focal tree species have been selected on Barro Colorado Island in Panama2. 2. Random points are generated within each plot using arcGIS. 1m2 are to be set up at each point. Seeds buried up to 5 cm in the coil will be collected and the seed status will be recorded3. 3. Data will be analyzed using linear regression and model averaging techniques2. (AIC values) RESULTS • Increased experience writing grant proposals • Increased familiarity with Tropical Ecology Literature DISCUSSION The data collected from this project will be readily available to individuals in the scientific community who can use it to advance programmatic and analytic models. Title: Investigating seed size as a driver for rodent caused mortality on Barro Colorado Island Justin Tirrell, Dr. Carol Garzon-Lopez, Dr. Noelle Beckman Take a picture to read a proposal Figure 1: Janzen-Connel Hypothesis Seed predators regulate seed mortality based on seed density. Figure 2: Heterospecific Model Seed predators cache some species of seed preferentially. Figure 3: Size –based Model Seed predators s cache larger seeds preferentially . Figure 4: American Spiny Rat (Proechimys semispinosus) Figure 5: Central American Agouti (Dosyprocta puntata) Figure 6: Red-tailed Squirrel (Sciurus granatensis) 1. Bradford, D. F. & Smith, C. C. 1977. Seed predation and seed number in Scheelea palm fruits. Ecology 58:667–673 2. Connell JH (1971) On the role of natural enemies in preventing competitive exclusion in some marine animals and in rain forest trees, in Boer PJD, Gradwell GR, Editors. Dynamics of populations. Wageningen, Netherlands: Centre for Agricultural Publication and Documentation. pp. 298312 3. Gálvez, D., & Jansen, P. (2007). Bruchid beetle infestation and the value of Attalea butyracea endocarpsfor Neotropical rodents (Vol. 23). 4. Garzon-Lopez, C. X., Ballesteros-Mejia, L., Ordoñez, A., Bohlman, S. A., Olff, H., & Jansen, P. A. (2015). 5. Indirect interactions among tropical tree species through shared rodent seed predators: a novel mechanism of tree species coexistence. Ecology Letters, 18(8), 752760. 6. Janzen, D. H. 1970. Herbivores and number of tree species in tropical forests. American Naturalist (Vol. 104). 7. Kuprewicz, E. K., & García-Robledo, C. (2019). Deciphering seed dispersal decisions: Size, not tannin content, drives seed fate and survival in a tropical forest. Ecosphere, 10(1), e02551.cvc References Figure 1,2,3: Free Vector Design by: <a href="https://www.vecteezy.com/">Vecteezy</a> Figure 4: https://en.wikipedia.org/wiki/Red-tailed_squirrel#/media/File:Red- Figure 5: https://www.britannica.com/animal/American-spiny-rat/media/560266/7509 Figure 6: https://pixabay.com/photos/agouti-rodent-animal-creature-2299623/