modeling solitary bee abundance e rica stevani, silvia lom á scolo and jimena dorado

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Modeling solitary bee abundance Erica Stevani, Silvia Lomáscolo and Jimena Dorado

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Modeling solitary bee abundance E rica Stevani, Silvia Lom á scolo and Jimena Dorado. Study area: Villavicencio Reserve Mendoza. Solitary bee Megachile sp. Photo Nachu Chacoff. Nest traps. Larrea divaricata. Photo Beni Padron. Objective: - PowerPoint PPT Presentation

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Page 1: Modeling solitary bee abundance E rica Stevani, Silvia Lom á scolo and Jimena Dorado

Modeling solitary bee abundance

Erica Stevani, Silvia Lomáscolo and Jimena Dorado

Page 2: Modeling solitary bee abundance E rica Stevani, Silvia Lom á scolo and Jimena Dorado

Study area: Villavicencio

Reserve

Mendoza

Page 3: Modeling solitary bee abundance E rica Stevani, Silvia Lom á scolo and Jimena Dorado

Solitary bee Megachile sp.

Photo Nachu Chacoff

Page 4: Modeling solitary bee abundance E rica Stevani, Silvia Lom á scolo and Jimena Dorado

Nest traps

Pho

to B

eni P

adro

n

Larrea divaricata

Page 5: Modeling solitary bee abundance E rica Stevani, Silvia Lom á scolo and Jimena Dorado

Objective:Modeling solitary bee abundance along the

floral season in four sites in Villavicencio.

Questions:1-Does the pattern of bee abundance differ

among the sites ?– In what parameters?

2-If they differ, is the difference correlated to habitat degradation?

Page 6: Modeling solitary bee abundance E rica Stevani, Silvia Lom á scolo and Jimena Dorado

Deterministic portion:Gaussiany= A*exp(-(x-b)^2/(2*(c^2))

Stochastic portion:Poisson distribution

Our data

mle2(ocupacion~dpois(A*exp(-(dias-b)^2/(2*(c^2)))),start=list(A=7,b=35,c=14),data=ocup.fecha06)

Page 7: Modeling solitary bee abundance E rica Stevani, Silvia Lom á scolo and Jimena Dorado

A

b

c

Deterministic portion:Gaussiany= A*exp(-(x-b)^2/(2*(c^2))

Stochastic portion:Poisson distribution

Our data

Page 8: Modeling solitary bee abundance E rica Stevani, Silvia Lom á scolo and Jimena Dorado

Question 1:Does the pattern of bee abundance differ

among the sites ? – In what parameters?

A, b, c, similar for all sites

A is different, b and c are similar

A is similar, b and c are different

A, b, c, different for all sites

Page 9: Modeling solitary bee abundance E rica Stevani, Silvia Lom á scolo and Jimena Dorado

Bee abundance differs among sites

Log-likelihood = -44.87 Log-likelihood = -34.90

Likelihood Ratio Test: Chi-sq = 19.94, df = 9, p = 0.019

Page 10: Modeling solitary bee abundance E rica Stevani, Silvia Lom á scolo and Jimena Dorado

Question 1:Does the pattern of bee abundance differ

among the sites ? YES– In what parameters?

A, b, c, similar for all sites

A is different, b and c are similar

A is similar, b and c are different

A, b, c, different for all sites

Page 11: Modeling solitary bee abundance E rica Stevani, Silvia Lom á scolo and Jimena Dorado

Questions:1-Does the pattern of bee abundance differ

among the sites ? YES– In what parameters?

A, b, c, similar for all sites

A is different, b and c are similar

A is similar, b and c are different

A, b, c, different for all sites

ANOVA: Chi-sq = 8.28 df = 6 p = 0.218

ANOVA: Chi-sq = 7.21 df = 3 p = 0.066

In A

Page 12: Modeling solitary bee abundance E rica Stevani, Silvia Lom á scolo and Jimena Dorado

Objective:Modeling solitary bee abundance along the

floral season in four sites in Villavicencio.

Questions:1-Does the pattern of bee abundance differ

among the sites ? YES– In what parameters? In A

2-If they differ, is the difference correlated to habitat degradation?

Page 13: Modeling solitary bee abundance E rica Stevani, Silvia Lom á scolo and Jimena Dorado

Question 2:Is the difference among sites related to

habitat degradation?

A, b, c, similar for all sites

A is different b and c similar for pristine and degraded sites

A is different, b and c are similar

A is similar, b and c are different

A, b, c, different for all sites

Page 14: Modeling solitary bee abundance E rica Stevani, Silvia Lom á scolo and Jimena Dorado

Disturbed and pristine sites have different pattern of bee ocupation

Log-likelihood = -39.59 Log-likelihood = -39.04

Likelihood Ratio Test: Chi-sq = 1.11, df = 2, p = 0.575

Page 15: Modeling solitary bee abundance E rica Stevani, Silvia Lom á scolo and Jimena Dorado

Question 2:Is the difference among sites related to

habitat degradation?

A is different b and c similar for pristine and degraded sites

A is different, b and c are similar

A, b, c, similar for all sites

A is similar, b and c are different

A, b, c, different for all sites

Page 16: Modeling solitary bee abundance E rica Stevani, Silvia Lom á scolo and Jimena Dorado

Objective:Modeling solitary bee abundance along the

floral season in four sites in Villavicencio.

Questions:1-Does the pattern of bee abundance differ

among the sites ? YES– In what parameters? In A

2-If they differ, is the difference correlated to habitat degradation? IT SEEMS TO BE

Page 17: Modeling solitary bee abundance E rica Stevani, Silvia Lom á scolo and Jimena Dorado

General conclusions

1. The nesting pattern varies mainly in number of traps occupied, not so much in the timing.

2. The degraded sites have greater abundance of bee nests.

3. We don’t know why abundance is greater, really…

Page 18: Modeling solitary bee abundance E rica Stevani, Silvia Lom á scolo and Jimena Dorado

Thanks!!