ArticlePublisher preview available
To read the full-text of this research, you can request a copy directly from the authors.

Abstract and Figures

As air temperature increases, it has been suggested that smaller individual body size may be a general response to climate warming. However, for ectotherms inhabiting cold, highly seasonal environments, warming temperatures may increase the scope for growth and result in larger body size. In a long‐term study of individual brook trout Salvelinus fontinalis and brown trout Salmo trutta inhabiting a small stream network, individual lengths increased over the course of 15 years. As size‐selective gains and losses to the population acted to reduce body sizes and mean body size at first tagging in the autumn (<60 mm) were not observed to change substantially over time, the increase in body size was best explained by higher individual growth rates. For brook trout, increasing water temperatures during the spring (when both trout species accomplish most of their total annual growth) was the primary driver of growth rate for juvenile fish and the environmental factor which best explained increases in individual body size over time. For brown trout, by contrast, reduction in and subsequent elimination of juvenile Atlantic salmon Salmo salar midway through the study period explained most of the increases in juvenile growth and body size. In addition to these major trends, a considerable amount of interannual variation in trout growth and body size was explained by other abiotic (stream flow) and biotic (population density) factors with the direction and magnitude of these effects differing by season, age‐class and species. For example, stream flow was the dominant growth rate driver for adult fish with strong positive effects in the summer and autumn, but flow variation could not explain increases in body size as we observed no trend in flow. Overall, our work supports the general contention that for high‐latitude ectotherms, increasing spring temperatures associated with a warming climate can result in increased growth and individual body size (up to a point), but context‐dependent change in other factors can substantially contribute to both interannual variation and longer‐term effects.
This content is subject to copyright. Terms and conditions apply.
78
|
J Anim Ecol. 2023;92:78–96.wileyonlinelibrary.com/journal/jane
Received: 26 May 2022 
|
Accepted: 24 September 2022
DOI : 10.1111/136 5-265 6.13 83 3
RESEARCH ARTICLE
Identifying mechanisms underlying individual body size
increases in a changing, highly seasonal environment: The
growing trout of West brook
Benjamin H. Letcher1| Keith H. Nislow2| Matthew J. O'Donnell1| Andrew R. Whiteley3|
Jason A. Coombs4| Todd L. Dubreuil1| Daniel B. Turek5
1U. S. Geological Survey, Eastern
Ecological Science Center, Silvio O. Conte
Research Laboratory, Turners Falls,
Massachusetts, USA
2US Forest Service, Nor thern Research
Station, Amherst, Massachusetts, USA
3Wildlife Biolog y Program, Department
of Ecosystem and Conservation
Sciences, Franke College of Forestry and
Conser vation, University of Montana,
Missoula, Montana, USA
4Department of Environmental
Conser vation, University of
Massachusetts, Amherst, Massachusetts,
USA
5Department of Mathematics and
Statistics, Williams College, Williamstown,
Massachusetts, USA
Correspondence
Benjamin H. Letcher
Email: bletcher@usgs.gov
Funding information
U.S. Fish and Wildlife Service; U.S. Forest
Service
Handling Editor: Marlène Gamelon
Abstract
1. As air temperature increases, it has been suggested that smaller individual body
size may be a general response to climate warming. However, for ectotherms
inhabiting cold, highly seasonal environments, warming temperatures may in-
crease the scope for growth and result in larger body size.
2. In a long- term study of individual brook trout Salvelinus fontinalis and brow n tr o u t
Salmo trutta inhabiting a small stream network, individual lengths increased over
the course of 15 years. As size- selective gains and losses to the population acted
to reduce body sizes and mean body size at first tagging in the autumn (<60 mm)
were not observed to change substantially over time, the increase in body size
was best explained by higher individual growth rates.
3. For brook trout, increasing water temperatures during the spring (when both
trout species accomplish most of their total annual growth) was the primary
driver of growth rate for juvenile fish and the environmental factor which best
explained increases in individual body size over time.
4. For brown trout, by contrast, reduction in and subsequent elimination of ju-
venile Atlantic salmon Salmo salar midway through the study period explained
most of the increases in juvenile growth and body size.
5. In addition to these major trends, a considerable amount of interannual variation
in trout growth and body size was explained by other abiotic (stream flow) and
biotic (population density) factors with the direction and magnitude of these ef-
fects differing by season, age- class and species. For example, stream flow was
the dominant growth rate driver for adult fish with strong positive effects in the
summer and autumn, but flow variation could not explain increases in body size
as we observed no trend in flow.
6. Overall, our work supports the general contention that for high- latitude ec-
totherms, increasing spring temperatures associated with a warming climate
can result in increased growth and individual body size (up to a point), but
© 2022 The Authors. Journal of Animal Ecology © 2022 British Ecological Society. This article has been contributed to by U.S. Government employees and
their work is in the public domain in the USA.
[Correc tion added on 17 November 2022, after first Online publication: In affiliation 5, the city name “Williamsburg” has been changed to “Williamstown”.]
... In aquatic environments, the thermal habitat fish experience is often estimated by deploying water temperature loggers throughout a study area, either singularly or by placing loggers at multiple locations. Metrics are then calculated for those temperature data (for example mean daily temperature across a study area) to relate how thermal environment affects population demographic information such as survival (Xu et al., 2010), growth (Letcher, Nislow, O'Donnell, Whiteley, Coombs, Dubreuil, & Turek, 2022) and metabolic rate (as reviewed in Enders & Boisclair, 2016), or individual physiological function (Chadwick et al., 2015). In streams where temperature is consistent across large spatial scales, relating fish metrics to mean water temperature is sufficient to yield accurate results. ...
... Further, the linear relationship between logged values of k and mass depends on individual fish body shape, which is known to change with size in brook trout (Goerig et al., 2020) and the location of temperature recording in the coelomic cavity (Negus & Bergstedt, 2012). What remains unknown is the effect that individual fish body size, outside of sizes examined in previous studies, has on k of smaller bodied brook trout typical of headwater streams (Kanno et al., 2012;Letcher, Nislow, O'Donnell, Whiteley, Coombs, Dubreuil, & Turek, 2022). Thermal transfer rate impacts the lag in temperature that implanted temperature recording tags detect as fish experience large temperature changes over shorter periods of time. ...
... Atlantic salmon which were then subjected to a 2°C h −1 temperature increase; these authors found no effect of size on internal temperature. The size range of fish in the current study ranged from 127 mm (FL) to 228 mm (FL) and represents the typical size of adult brook trout that may be available for tagging in small streams (Kanno et al., 2012;Letcher, Nislow, O'Donnell, Whiteley, Coombs, Dubreuil, & Turek, 2022) and are large enough to carry the 1.3 g tag burden (Winter, 1983). ...
Article
The recent miniaturisation of implantable temperature recording tags has made measuring the water temperatures fish experience in the wild possible, but there may be a body size‐dependent delay in implanted tag response time to changes in external temperature. To determine whether fish body size affects the response rate of implanted temperature tags, we implanted 20 Salvelinus fontinalis (127–228 mm fork length (FL), 15.1–120.4 g) with temperature recording tags and subjected them to rapid temperature changes (±8°C in less than 2 seconds) in the laboratory. We found that thermal transfer rates, and the lag in temperature tag response rate, was positively correlated with fish size, but the direction of temperature change (colder or warmer) had no significant effect. In fish exposed to a slower rate of temperature change (2°C h ⁻¹ ) implanted tags did not show a response lag. Understanding the limitations of this important technology is crucial to determining the utility of the data it produces and its ability to accurately measure fish thermal experience in the wild.
... Thermal optima for S. trutta feeding and growth in natural streams ranges between 13.1 and 17.4°C, depending on diet (Elliot & Elliott, 2010). Thus, in streams below thermal optima, rising temperatures should increase rates of feeding and energy conversion in fish to increase growth (Kotowych et al., 2023;Letcher et al., 2023). However, temperature also affects growth indirectly. ...
Article
Stocking can affect population density but may influence fish growth responses to changes in environmental conditions. In a multi-year field experiment, we investigated the interactive effects of density and temperature on the growth of young-of-the-year anadromous brown trout in streams stocked with wild-origin hatchery-reared brown trout. Fish origin was the predominant factor influencing growth rate, thereby highlighting the importance of discriminating between wild and hatchery-reared individuals. Growth was positively related to temperature (degree-days) and negatively related to density, with the growth response to temperature modulated by density. Temperature had a more pronounced effect on juvenile growth at low density than at high density. The reduced growth response to temperature caused by density could reduce population resilience and should be considered in management and conservation strategies.
... Negative temperature-body size relationships have been long observed in natural and experimental systems (Audzijonyte et al., 2019;Brett, 1979;Daufresne et al., 2009;Fry et al., 1946;Verberk et al., 2021), and this phenomenon is often broadly referred to as the temperature-size rule (TSR; but see discussion of evolution of use in Audzijonyte et al., 2019 from its origin, sensu Atkinson, 1994). Although the direction and strength of body size-temperature relationships can vary (Audzijonyte et al., 2020;Letcher et al., 2023;Verberk et al., 2021), negative correlations are prevalent across taxonomic groups and environments, and declining body size has been proposed as a 'universal' response to anthropogenic climate warming (Daufresne et al., 2009). For example, in aquatic environments where ectotherm TSR relationships are particularly strong, body sizes of many fishes have declined by an estimated average of 5-20% over the last several decades (studies summarized in Audzijonyte et al., 2019). ...
Article
Full-text available
Declining body size in fishes and other aquatic ectotherms associated with anthropogenic climate warming has significant implications for future fisheries yields, stock assessments and aquatic ecosystem stability. One proposed mechanism seeking to explain such body-size reductions, known as the gill oxygen limitation (GOL) hypothesis, has recently been used to model future impacts of climate warming on fisheries but has not been robustly empirically tested. We used brook trout (Salvelinus fontinalis), a fast-growing, cold-water salmonid species of broad economic, conservation and ecological value, to examine the GOL hypothesis in a long-term experiment quantifying effects of temperature on growth, resting metabolic rate (RMR), maximum metabolic rate (MMR) and gill surface area (GSA). Despite significantly reduced growth and body size at an elevated temperature, allometric slopes of GSA were not significantly different than 1.0 and were above those for RMR and MMR at both temperature treatments (15°C and 20°C), contrary to GOL expectations. We also found that the effect of temperature on RMR was time-dependent, contradicting the prediction that heightened temperatures increase metabolic rates and reinforcing the importance of longer-term exposures (e.g. >6 months) to fully understand the influence of acclimation on temperature–metabolic rate relationships. Our results indicate that although oxygen limitation may be important in some aspects of temperature–body size relationships and constraints on metabolic supply may contribute to reduced growth in some cases, it is unlikely that GOL is a universal mechanism explaining temperature–body size relationships in aquatic ectotherms. We suggest future research focus on alternative mechanisms underlying temperature–body size relationships, and that projections of climate change impacts on fisheries yields using models based on GOL assumptions be interpreted with caution.
... Whether or not this pattern will persist under continued warming is uncertain, but it should motivate further modeling efforts and comparative studies across the range of brook trout and other widespread species. Additionally, while short time series limited our ability to detect the effects of temperature extremes on juvenile growth, the importance of extreme heat may become evident in the future as Cape Race warms and more data are collected (Letcher et al., 2023;. ...
Article
Full-text available
Predicting the persistence of species under climate change is an increasingly important objective in ecological research and management. However, biotic and abiotic heterogeneity can drive asynchrony in population responses at small spatial scales, complicating species‐level assessments. For widely distributed species consisting of many fragmented populations, such as brook trout (Salvelinus fontinalis), understanding the drivers of asynchrony in population dynamics can improve the predictions of range‐wide climate impacts. We analyzed the demographic time series from mark–recapture surveys of 11 natural brook trout populations in eastern Canada over 13 years to examine the extent, drivers, and consequences of fine‐scale population variation. The focal populations were genetically differentiated, occupied a small area (~25 km²) with few human impacts, and experienced similar climate conditions. Recruitment was highly asynchronous, weakly related to climate variables and showed population‐specific relationships with other demographic processes, generating diverse population dynamics. In contrast, individual growth was mostly synchronized among populations and driven by a shared positive relationship with stream temperature. Outputs from population‐specific models were unrelated to four of the five hypothesized drivers (recruitment, growth, reproductive success, phylogenetic distance), but variation in groundwater inputs strongly influenced stream temperature regimes and stock–recruitment relationships. Finally, population asynchrony generated a portfolio effect that stabilized regional species abundance. Our results demonstrated that population demographics and habitat diversity at microgeographic scales can play a significant role in moderating species responses to climate change. Moreover, we suggest that the absence of human activities within study streams preserved natural habitat variation and contributed to asynchrony in brook trout abundance, while the small study area eased monitoring and increased the likelihood of detecting asynchrony. Therefore, anthropogenic habitat degradation, landscape context, and spatial scale must be considered when developing management strategies to monitor and maintain populations that are diverse, stable, and resilient to climate change.
Article
Full-text available
Trout and salmon commonly coexist in stream networks. Exploring similarities and differences among species can help explain coexistence and invasive ability. Here, we describe spatial distribution, cohort strengths and size-at-age of three co-occurring species in a small stream network. Spatial distributions varied dramatically among species; native brook trout (Salvellinus fontinalis) occupied all stream reaches, naturalized brown trout (Salmo trutta) were found in the mainstem and lower portions of tributaries and fry-stocked Atlantic salmon (Salmo salar) were limited to the mainstem. Size-at-age also differed among species, Atlantic salmon were consistently the smallest, brook trout were intermediate in size and brown trout were the largest. Despite size differences, mean lengths of brook trout and brown trout were highly correlated among years. Cohort strengths varied considerably across years but were also highly correlated for the two trout species, suggesting strong environmental control on cohort strength and a reduced role for species interactions. At low densities, we observed strong negative effects of density on body sizes and weaker effects otherwise. Overall, these results suggest differences in spatial distribution combined with similarities in response to environmental variation contribute to species coexistence in this small steam network.
Article
Full-text available
Recent studies suggest that animals are decreasing in size as a general response to global warming, for reasons that remain unclear. Here, by analysing ectotherm death time curves that take into consideration the intensity and duration of a thermal challenge, we show that heat tolerance varies predictably with size. Smaller animals can maintain higher body temperatures than larger ones during short periods, but cannot maintain higher body temperatures over long periods as their endurance declines more rapidly with time. Body size effects and adaptive variation in heat tolerance may have been obscured in the past by these unaccounted for temporal effects. With increasing size, thermal death occurs at relatively lower metabolic rates with respect to rest at a non-stressful temperature, which might partly explain the reported reductions in organism size with climate warming and shed light on the mechanisms that underlie scaling.
Article
Full-text available
Study region The Commonwealth of Massachusetts, United States. Study focus The Commonwealth of Massachusetts is projected to experience significant impacts from future climate change and these impacts include but are not limited to increases in extreme precipitation, flooding and droughts. This study investigates the potential impacts of climate change and uncertainties on future floods and low flow conditions in the rivers and streams of Massachusetts. Fourteen downscaled GCM projections under two greenhouse gas concentration pathways (RCP4.5 and RCP8.5) are used as inputs into a distributed hydrological model to obtain future streamflow conditions. New hydrological insights for the region Seasonal change projections of 100-year flood and a measure of drought (the seven-day, ten-year low flow - Q7,10) are estimated through the near-term (years 2021−2060) and the far-term (years 2060−2099) relative to the base period (years 1981–2016). The median estimates of 100-year flood during winter report a 15 % or higher increases in many watersheds at the far-term. In contrast, flood magnitudes in spring show decreases for most of the watersheds during both near- and far-term. For seven-day, ten-year low flow estimates, largest decreases are projected during the fall and this trend is found to be consistent across future time periods. Two emission scenarios have shown similar trends for most cases although change projections are seen to be more prominent for RCP8.5 when compared to RCP4.5.
Article
Full-text available
Global climate change is increasingly and profoundly threatening fishes, resulting in an uncertain future for both wild fish diversity and global fisheries. Understanding how fish growth responds to changing environments is essential for indicating and predicting the impacts of climate change on fish populations, communities, and even aquatic ecosystems, but the knowledge on this topic remains incomplete, and some findings are contradictory. This study aimed to review the status of current research by analysing data on the environment, species, and response patterns from 1187 documents published from 1976 to 2018, which helped to identify key questions that are currently neglected and potential reasons for these divergences. The results found that 75% of studies were conducted in the field (mostly in temperate and subtropical zones), while the remainder were controlled experiments. Fishes from freshwater ecosystems were relatively less studied than their marine counterparts. Less than 1% of the recorded fish species (309 vs. approximately 35,000) from 30 orders have been studied to examine their growth responses to climate change. All studied fishes were from Actinopterygii. The top three orders were Perciformes, Cypriniformes, and Salmoniformes by species number, while Salmoniformes was the most frequently studied order. The most common habitat type of the studied fish was pelagic, followed by demersal and reef-associated habitats. Small fishes were relatively undervalued in both marine and freshwater systems. The mean trophic levels of the studied species were 3.2 for freshwater fish and 3.4 for marine fish. Carnivores were the dominant trophic guild studied in both marine and freshwater systems. The overall effects of climate change (primarily temperature variables) on fish growth (reflected in physiology and health) were negative at both the global and local scales. Therefore, the results suggested that future studies covering more species (e.g., chondrichthyan fishes, low-level consumers, and small fishes) and areas (e.g., high-latitude areas) are required to obtain a better understanding of climate change impacts on fish growth.
Article
Full-text available
Otolith biochronologies combine growth records from individual fish to produce long-term growth sequences, which can help to disentangle individual from population-level responses to environmental variability. This study assessed individual thermal plasticity of Atlantic cod (Gadus morhua) growth in Icelandic waters based on measurements of otolith increments. We applied linear mixed-effects models and developed a century-long growth biochronology (1908–2014). We demonstrated interannual and cohort-specific changes in the growth of Icelandic cod over the last century which were mainly driven by temperature variation. Temperature had contrasting relationships with growth—positive for the fish during the youngest ages and negative during the oldest ages. We decomposed the effects of temperature on growth observed at the population level into within-individual effects and among‐individual effects and detected significant individual variation in the thermal plasticity of growth. Variance in the individual plasticity differed across cohorts and may be related to the mean environmental conditions experienced by the group. Our results underscore the complexity of the relationships between climatic conditions and the growth of fish at both the population and individual level, and highlight the need to distinguish between average population responses and growth plasticity of the individuals for accurate growth predictions.
Article
Full-text available
Fisheries scientists need to understand the relationships between river temperature, discharge and production of juvenile salmonids to inform evidence‐based management and regulation of rivers, and to understand the potential effects of climate change. These relationships can be determined by characterising interannual variability in abundance and environmental conditions from long‐term monitoring data and assessing their inter‐relationships. Two major challenges are (1) the requirement to separate the relative effects of stock level and environment which both affect interannual variability in abundance and (2) obtaining long‐term environmental time‐series that do not suffer from temporal biases. This study built on recent advances in hydrological, river‐temperature and juvenile salmonid modelling to investigate the influence of temperature and discharge on interannual variability in Atlantic salmon (Salmo salar) fry (age‐0) and parr (age‐1) production. The study used a unique long‐term dataset (>50‐years) with detailed age‐differentiated census data collected for multiple life‐stages. The study shows that most of the interannual variability in recruitment was explained by stock level. Discharge had a comparatively small effect on fry recruitment, but a greater effect than artificial stocking. Discharge had no discernible effect on parr recruitment. Temperature had no effect on recruitment of either life‐stage. This study suggests that salmon are well adapted to current environmental variability in natural upland rivers in Scotland, but reductions in discharge during spawning and emergence could negatively affect fry recruitment with consequences for regulation of river flows. The study highlights the importance of high‐quality census data for accurately determining the effects of environmental variability on recruitment.
Article
Covering not only brown trout, but also their close relatives, this book provides valuable information which is also relevant to animal ecology. The book highlights the global success of the species and provides a long-term case study of population dynamics of one population. It also considers growth and energetics, ecological differences between brown trout populations, natural selection and genetic differences between brown trout, and the mechanisms responsible for population regulation in juvenile trout. Emphasizing the value of such long-term studies to species management and conservation, the book stresses the importance of development, testing and use of realistic models when considering species such as brown trout.
Article
Understanding the drivers of evolution is a fundamental aim in biology. However, identifying the evolutionary impacts of human activities is challenging because of lack of temporal data and limited knowledge of the genetic basis of most traits. Here, we identify the drivers of evolution toward earlier age at maturity in Atlantic salmon via two types of fisheries-induced evolution acting in opposing directions: an indirect effect linked with harvest of a salmon prey species (capelin) at sea (selection against late maturation), and a direct effect due to net fishing in the river (selection against early maturation). As capelin are harvested as an aquaculture feed protein source, we hereby determine an indirect path by which salmon aquaculture may influence wild salmon populations.
Article
In the World's rivers, alteration of flow is a major driver of biodiversity decline. Global warming is now affecting the thermal and hydrological regimes of rivers, compounding the threat and complicating conservation planning. To inform management under a non-stationary climate we must improve our understanding of how flow and thermal regimes interact to affect the population dynamics of riverine biota. We used long-term growth biochronologies, spanning 34 years and 400,000 km2 , to model the growth dynamics of a long-lived, apex predator (Murray cod) as a function of factors extrinsic (river discharge; air temperature; sub-catchment) and intrinsic (age; individual) to the population. Annual growth of Murray cod showed significant, curvilinear, life-stage-specific responses to an interaction between annual discharge and temperature. Growth of early juveniles (age 1+ and 2+ years) exhibited a unimodal relationship with annual discharge, peaking near median annual discharge. Growth of late juveniles (3+ to 5+) and adults (> 5+) increased with annual discharge, with the rate of increase being particularly high in adults, whose growth peaked during years with flooding. Years with very low annual discharge, as experienced during drought and under high abstraction, suppress growth rates of all Murray cod life-stages. Unimodal relationships between growth and annual temperature were evident across all life-stages. Contrary to expectations of the Temperature Size Rule, the annual air temperature at which maximum growth occurred increased with age. The stage-specific response of Murray cod to annual discharge indicates that no single magnitude of annual discharge is optimal for cod populations, adding further weight to the case for maintaining and/or restoring flow variability in riverine ecosystems. With respect to climate change impacts, on balance our results indicate that the primary mechanism by which climate change threatens Murray cod growth is through alteration of river flows, not through warming annual mean temperatures per se.