Sumatran orangutan mothers differ in the extent and trajectory of their expression of maternal behaviour
Data files
Apr 17, 2025 version files 447.32 KB
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carry_w_cov_beta_filtered.Rmd
8.72 KB
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carry_w_cov_beta.Rmd
14.25 KB
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carry.txt
57.70 KB
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close_proximity_initiation_w_cov.Rmd
7.25 KB
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close_proximity_initiation.txt
43.54 KB
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close_proximity_termination_w_cov_filtered.Rmd
8.59 KB
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close_proximity_termination_w_cov.Rmd
30.48 KB
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close_proximity_termination.txt
50.30 KB
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contact_initiation_w_cov.Rmd
7.30 KB
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contact_initiation.txt
51.06 KB
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contact_termination_w_cov.Rmd
13.25 KB
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contact_termination.txt
50.45 KB
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estimate_w_wo_controlling.r
1.85 KB
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estimate_w_wo_controlling.txt
706 B
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estimates_correlation.R
640 B
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estimates_correlation.txt
615 B
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feeding_in_close_proximity_w_cov_beta_filtered.Rmd
8.72 KB
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feeding_in_close_proximity_w_cov_beta.Rmd
14.50 KB
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feeding_in_proximity.txt
61.14 KB
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README.md
11.01 KB
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ss_graphs.r
2.70 KB
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ss.txt
2.55 KB
Abstract
Mothers play a crucial role in the early development and survival of mammalian offspring, and differences in maternal care may differentially affect offspring’s development. Whereas previous research has primarily focused on biological and socioecological factors to understand population-level variation in maternal behaviour, the individual as a source of variation remains understudied. We investigated between-individual variation in the average expression of, and plasticity in, six maternal behaviours in Sumatran orangutans, using 15 years of behavioural data. We found that mothers differed substantially in the average expression of four maternal behaviours, even after controlling for socioecological conditions, biological state characteristics, and the offspring’s influence on these behaviours. Furthermore, not controlling for these confounding effects exaggerated or masked between-individual variation. Mothers also substantially differed in how they adjusted three of the maternal behaviours during offspring development, meaning that mothers differed in behavioural plasticity. Our results suggest that Sumatran orangutan mothers are constrained in the average expression of maternal behaviours and their plastic responses, potentially resulting in consistent differences among mothers, otherwise called maternal personality. Our findings highlight that individual variation around the population mean in maternal behaviour is more than noise and presents opportunities to study novel evolutionary processes that shape maternal behaviour.
https://doi.org/10.5061/dryad.z08kprrpr
Description of the data and file structure
Paper
Sumatran orangutan mothers differ in the extent and trajectory of their expression of maternal behaviour
Description of the data and file structure
This README file describes the columns of the TXT data files accompanying the above publication.
The TXT file collects the maternal behaviour data: carry, contact initiation, contact termination, close proximity initiation, close proximity termination, feeding in close proximity; estimates; and sample size
All analyses were performed in R.
Version 1.1
Files and variables
File: carry.txt
Description: Data on maternal behaviour carry used in the analysis.
Variables
- followNr: ID assigned to follow in the database
- followType: Type of follow: NN: nest-to-nest; NL: nest-to-lost; FN: found-to-nest; FL: found-to-lost
- followDate: Date during which the follow took place
- duration: Duration of the follow (in hours)
- motherID: ID assigned to the focal mother
- offspringID: ID assigned to the focal mother's offspring
- offspringAge: Age of the offspring
- offspringSex: Sex of the offspring
- males_P_A: Male presence/absence in association with the focal mother-offspring pair
- FAI: Food availability index
- assoc_size: Association size of the focal mother-offspring pair
- no_of_times_mother_moves: Total no. of scans in which the mother moved during a follow
- no_of_times_mother_carries: No. of scans in which the mother carried her offspring during a follow
File: close_proximity_initiation.txt
Description: Data on maternal behaviour *close proximity initiation *used in the analysis.
Variables
- followNr: ID assigned to follow in the database
- followType: Type of follow: NN: nest-to-nest; NL: nest-to-lost; FN: found-to-nest; FL: found-to-lost
- followDate: Date during which the follow took place
- duration: Duration of the follow (in hours)
- motherID: ID assigned to the focal mother
- offspringID: ID assigned to the focal mother's offspring
- offspringAge: Age of the offspring
- offspringSex: Sex of the offspring
- males_P_A: Male presence/absence in association with the focal mother-offspring pair
- FAI: Food availability index
- assoc_size: Association size of the focal mother-offspring pair
- no_of_scans_within_5_50m: Total no. of scans in which the mother and offspring were not in close proximity (i.e., >5-<=50 m) during a follow
- no_of_times_mother_initiated_cp: No. of scans in which the mother initiated close proximity with her offspring (>5-<=50 m to <=5 m but no body contact) during a follow
File: close_proximity_termination.txt
Description: Data on maternal behaviour *close proximity termination *used in the analysis.
Variables
- followNr: ID assigned to follow in the database
- followType: Type of follow: NN: nest-to-nest; NL: nest-to-lost; FN: found-to-nest; FL: found-to-lost
- followDate: Date during which the follow took place
- duration: Duration of the follow (in hours)
- motherID: ID assigned to the focal mother
- offspringID: ID assigned to the focal mother's offspring
- offspringAge: Age of the offspring
- offspringSex: Sex of the offspring
- males_P_A: Male presence/absence in association with the focal mother-offspring pair
- FAI: Food availability index
- assoc_size: Association size of the focal mother-offspring pair
- no_of_scans_within_1_5_m: Total no. of scans in which the mother and offspring were in close proximity (i.e., <=5 m, but no contact) during a follow
- no_of_times_mother_terminated_cp: No. of scans in which the mother terminated close proximity with her offspring (<=5 m, but no contact to >5-<=50 m) during a follow
File: contact_initiation.txt
Description: Data on maternal behaviour *contact initiation *used in the analysis.
Variables
- followNr: ID assigned to follow in the database
- followType: Type of follow: NN: nest-to-nest; NL: nest-to-lost; FN: found-to-nest; FL: found-to-lost
- followDate: Date during which the follow took place
- duration: Duration of the follow (in hours)
- motherID: ID assigned to the focal mother
- offspringID: ID assigned to the focal mother's offspring
- offspringAge: Age of the offspring
- offspringSex: Sex of the offspring
- males_P_A: Male presence/absence in association with the focal mother-offspring pair
- FAI: Food availability index
- assoc_size: Association size of the focal mother-offspring pair
- no_of_scans_not_in_bc: Total no. of scans in which mother and her offspring were not in contact (i.e., >0 m) during a follow
- no_of_times_mother_initiated_bc: No. of scans in which the mother initiated body contact with her offspring (>0 m to 0 m) during a follow
File: contact_termination.txt
Description: Data on maternal behaviour *contact termiation *used in the analysis.
Variables
- followNr: ID assigned to follow in the database
- followType: Type of follow: NN: nest-to-nest; NL: nest-to-lost; FN: found-to-nest; FL: found-to-lost
- followDate: Date during which the follow took place
- duration: Duration of the follow (in hours)
- motherID: ID assigned to the focal mother
- offspringID: ID assigned to the focal mother's offspring
- offspringAge: Age of the offspring
- offspringSex: Sex of the offspring
- males_P_A: Male presence/absence in association with the focal mother-offspring pair
- FAI: Food availability index
- assoc_size: Association size of the focal mother-offspring pair
- no_of_scans_in_bc: Total no. of scans in which the mother and offspring were in contact (0 m) during a follow
- no_of_times_mother_terminated_bc: No. of scans in which the mother terminated body contact with her (0 m to >0 m) during a follow
File: feeding_in_proximity.txt
Description: Data on maternal behaviour *feeding in close proximity *used in the analysis.
Variables
- followNr: ID assigned to follow in the database
- followType: Type of follow: NN: nest-to-nest; NL: nest-to-lost; FN: found-to-nest; FL: found-to-lost
- followDate: Date during which the follow took place
- duration: Duration of the follow (in hours)
- motherID: ID assigned to the focal mother
- offspringID: ID assigned to the focal mother's offspring
- offspringAge: Age of the offspring
- offspringSex: Sex of the offspring
- males_P_A: Male presence/absence in association with the focal mother-offspring pair
- FAI: Food availability index
- assoc_size: Association size of the focal mother-offspring pair
- noofscans_infeedprox: No. of scans in which the mother was feeding within 5 m of her offspring who was also feeding on the same food item as its mother during a follow
- noofscans_feeding: Total no. of scans during which the mother was feeding during a follow
File: estimate_w_wo_controlling.txt
Description: Random intercept (mother identity) estimates from the models in which the fixed effects were and were not controlled.
Variables
- Behaviour: Name of the behaviour
- Behaviour_code: Behaviour code assigned to the behaviour (for x-axis); 1. body contact initiation, 2. body contact termination, 3. close proximity initiation, 4. close proximity termination, 5. carrying, and 6. feeding in close proximity
- Estimate: Estimate obtained from the respective full model (full.wnc) and the model in which the estbalished predictors were not controlled (full.wnc.3) for each behaviour
- l_CI: lower 95% CI of the estimate
- u_CI: upper 95% CI of the estimate
- Group: group indicating whether the data row is for predictor controlled or not controlled
File: sample_size_data.txt
Description: Data on sample size for the six maternal behaviours.
Variables
- offspringID: ID assigned to the focal mother's offspring
- no_of_follows: No. of follows of the mother-offspring pair for each behaviour
- duration_of_follows: Duration of follows of the mother-offspring pair for each behaviour (in hours)
- behaviour: Code assigned to the behaviour (for x-axis); BCI - body contact initiation, BCT - body contact termination, CAR - carry, CPI - close proximity initiation, CPT - close proximity termination, FCP - feeding in close proximity
- behaviour: behaviour as numbers
File: estimates_correlation.txt
Description: Estimates from the respective parsimonious model for the four behaviours with a significant effect of motherID to conduct a correlation test.
Variables
- motherID: ID assigned to the focal mother
- contact termination: estimate from full.wnc.1 model
- close proximity termination: estimate from full.wnc model
- carry: estimate from full.wnc model
- feeding in proximity: estimate from full.wnc model
File: carry_w_cov_beta.Rmd
Description: R code for analysis and graphs for the behaviour carry
File: carry_w_cov_beta_filtered.Rmd
Description: R code for analysis and graphs for the behaviour *carry *for the filtered data (only mothers with multiple offspring)
File: close_proximity_initiation_w_cov.Rmd
Description: R code for analysis and graphs for the behaviour close proximity initiation
File: close_proximity_termination_w_cov.Rmd
Description: R code for analysis and graphs for the behaviour close proximity termination
File: close_proximity_termination_w_cov_beta_filtered.Rmd
Description: R code for analysis and graphs for the behaviour *close proximity termination *for the filtered data (only mothers with multiple offspring)
File: contact_initiation_w_cov.Rmd
Description: R code for analysis and graphs for the behaviour contact initiation
File: contact_termination_w_cov.Rmd
Description: R code for analysis and graphs for the behaviour contact termination
File: feeding_in_close_proximity_w_cov_beta.Rmd
Description: R code for analysis and graphs for the behaviour feeding in close proximity
File: feeding_in_close_proximity_w_cov_beta_filtered.Rmd
Description: R code for analysis and graphs for the behaviour *feeding in close proximity *for the filtered data (only mothers with multiple offspring)
File: estimate_w_wo_controlling.r
Description: R code for graph to plot random intercept estimates from the models in which the fixed effects were and were not controlled
File: sample_size_graphs.r
Description: R code for graph to plot sample size for the six maternal behaviours
File: estimates_correlation.r
Description: R code for graph to do a correlation test on motherID random intercepts for the four behaviours in which there was a significant effect of mother identity
Code/software
R environment version 4.2.2
