| Literature DB >> 31664072 |
Charles F Smith1,2,3, Gordon W Schuett4,5,6, Randall S Reiserer4,5, Catherine E Dana7,8, Michael L Collyer9, Mark A Davis10,11.
Abstract
Human-induced global climate change is exerting increasingly strong selective pressures on a myriad of fitness traits that affect organisms. These traits, in turn, are influenced by a variety of environmental parameters such as temperature and precipitation, particularly in ectothermic taxa such as amphibians and reptiles. Over the past several decades, severe and prolonged episodes of drought are becoming commonplace throughout North America. Documentation of responses to this environmental crisis, however, is often incomplete, particularly in cryptic species. Here, we investigated reproduction in a population of pitviper snakes (copperhead, Agkistrodon contortrix), a live-bearing capital breeder. This population experienced a severe drought from 2012 through 2016. We tested whether declines in number of progeny were linked to this drought. Decline in total number offspring was significant, but offspring length and mass were unaffected. Reproductive output was positively impacted by precipitation and negatively impacted by high temperatures. We hypothesized that severe declines of prey species (e.g., cicada, amphibians, and small mammals) reduced energy acquisition during drought, negatively impacting reproductive output of the snakes. Support for this view was found using the periodical cicada (Magicicada spp.) as a proxy for prey availability. Various climate simulations, including our own qualitative analysis, predict that drought events will continue unabated throughout the geographic distribution of copperheads which suggests that long-term monitoring of populations are needed to better understand geographic variation in drought resilience and cascading impacts of drought phenomena on ecosystem function.Entities:
Mesh:
Year: 2019 PMID: 31664072 PMCID: PMC6820553 DOI: 10.1038/s41598-019-51810-9
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Figure 1Timeline of sampling and prolonged drought at Meriden, Connecticut. Preliminary sampling occurred from 2001–2003. Full sampling began in 2011 and continued through 2018. Logistical difficulties prevented sampling in 2012. Onset of drought and a periodical cicada emergence occurred in 2012. The drought officially ended in late 2016, after the copperhead active season. The year 2017 represents the first post-drought year, and 2018 the first year following a year of normal precipitation.
Raw data for sampling years.
| Year | Pregnant Females | Total Offspring | Mean Offspring | Cicada Emergence | Search Effort (hrs) |
|---|---|---|---|---|---|
| 2001 | 3 | 14 | 4.67 | 0 | 224 |
| 2002 | 9 | 67 | 7.44 | 0 | 198 |
| 2003 | 6 | 33 | 5.5 | 0 | 210 |
| 2011 | 20 | 148 | 7.4 | 0 | 224 |
| 2012 | N/S | N/S | N/S | 1 | N/S |
| 2013 | 9 | 58 | 6.44 | 0 | 200 |
| 2014 | 3 | 15 | 5 | 0 | 220 |
| 2015 | 7 | 38 | 5.43 | 0 | 192 |
| 2016 | 1 | 5 | 5 | 0 | 196 |
| 2017 | 0 | 0 | 0 | 0 | 198 |
| 2018 | 16 | 100 | 6.25 | 0 | 144 |
In each year of sampling, total number of pregnant females, total offspring, and mean litter size were documented. Additionally, whether or not a northern 17-year periodical cicada emergence was coded as a binary variable. Finally, search effort (in hours) was quantified.
Figure 2Reproductive data for female copperheads and offspring. (A) Female SVL (cm) and litter size for litters from 2011 to 2018. (B) Female SVL (cm) and mean offspring SVL (cm) for litters from 2011 to 2016. (C) Female SVL (cm) and mean offspring mass (g) for litters from 2011 to 2016. (D) Mean offspring mass (g) from pre-drought (2011) to drought (2012–2016) sampling periods (ANOVA, P < 0.05). Note: no pregnant females were encountered in 2017 (*), and litter size in 2018 was estimated using portable ultrasonography in the field. Hence, offspring length and mass data were not collected for 2018 (**).
Stepwise logistic regression model parameter estimates for log(total offspring + 1) in a year, plus ANOVA statistics. Effect sizes (Z-scores) and P-values are based on 10,000 random permutations for RRPP. Type III sums of squares (SS) were estimated.
| Effect |
| Estimate |
|
|
|
|
|
|
|
|---|---|---|---|---|---|---|---|---|---|
| Precipitation | 1 | 0.059 | 0.016 | 11.569 | 11.569 | 0.578 | 14.253 | 1.604 | 0.008 |
| Cicada | 1 | 1.463 | 0.966 | 1.860 | 1.860 | 0.093 | 2.292 | 0.835 | 0.199 |
| Days > 32 C | 1 | −0.087 | 0.029 | 7.349 | 7.349 | 0.367 | 9.054 | 1.413 | 0.026 |
| Residuals | 6 | 4.870 | 0.812 | 0.243 | |||||
| Total | 9 | 20.021 |
Figure 3Observed total offspring by year (open circles) and fitted values from the bioclimatic model (solid dots). Drought years are represented in red; all other values in black. Fitted values are shown for models including and excluding periodical cicada emergence as a variable.
Figure 4Qualitative assessment of predicted precipitation changes from 2014 to 2080 projected onto North America. Black lines on each figure delineate the range of the copperhead complex. The colder colors (e.g. blue) indicate wetter conditions, while the hotter colors (e.g. red) indicate drier conditions. Panels A–B depict the changes in precipitation seasonality (the difference between the annual maximum and minimum precipitation) for 2014 (A) to 2080 (B). Panels C–D depict the difference in precipitation in the driest month from 2014 (C) to 2080 (D). Panels E–F depict annual precipitation from 2014 (E) to 2080 (F).