Christopher T. Solomon’s research while affiliated with Cary Institute of Ecosystem Studies and other places

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Publications (101)


Conceptual diagrams illustrating two different formulations of the nutrient‐color paradigm (NCP). (a) In this version, lakes can be classified into four trophic states depending where they fall on an axis of phosphorus concentrations and true color. Figure modified from Meyer et al., 2023 and originally formulated in Williamson et al., 1999. (b) A mathematical formulation of the NCP originally introduced by Kelly et al. (2018). This model predictions that rates of primary production are a function of incoming C and P nutrient loads to a lake. The magnitude of peak gross primary production depends on the relative availability of P:C in the hydrologic inflows and the color of the dissolved organic matter (as dissolved organic carbon concentrations).
Global distribution of the 58 lakes included in this study. The “calibration” lakes are shaded in yellow and all others (“validation”) are in blue.
Empirical relationships between median gross primary production and a range of lake chemistry, hydrology, and morphometry variables for the 58 lakes in this study. Bonferroni‐corrected p‐values are printed on each plot and regression fits with 95% confidence intervals are shown for covariates with p < 0.05. Note log10 scale on both axes. HRT = hydrologic residence time; WSA:LA = watershed area to lake area ratio.
(a) Relationship between lake gross primary production (GPP) and lake dissolved organic carbon (DOC) as a function of DOC:TP of lake inflows and (b) Lake total phosphorus versus lake DOC as a function of GPP. Note log10 scale on legends.
Predicted and observed values of lake total phosphorus, lake dissolved organic carbon, mixed layer depth (zmix), and gross primary production for the 18 “calibration” lakes (yellow) and 40 “validation” lakes (blue). Diagonal is the 1:1 line, and the yellow and blue lines are linear fits for each set of points. Summary statistics for the validation lakes, including the symmetric mean absolute percent error, the root mean squared error (RMSE), and the linear slope (and ranges of 95% confidence intervals) are shown in the blue box on panels C and (d) Error bars represent ±1 standard deviation bars from the MCMC output. In panels A and B, modeled lakes fall exactly on the 1:1 line because of our procedure for estimating TPin and DOCin (see Methods Model validation). Note log10 scale on both axes.

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Controls on Lake Pelagic Primary Productivity: Formalizing the Nutrient‐Color Paradigm
  • Article
  • Publisher preview available

December 2024

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312 Reads

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1 Citation

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Christopher T. Solomon

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Stuart E. Jones

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[...]

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Understanding controls on primary productivity is essential for describing ecosystems and their responses to environmental change. In lakes, pelagic gross primary productivity (GPP) is strongly controlled by inputs of nutrients and dissolved organic matter. Although past studies have developed process models of this nutrient‐color paradigm (NCP), broad empirical tests of these models are scarce. We used data from 58 globally distributed, mostly temperate lakes to test such a model and improve understanding and prediction of the controls on lake primary production. The model includes three state variables–dissolved phosphorus, terrestrial dissolved organic carbon (DOC), and phytoplankton biomass–and generates realistic predictions for equilibrium rates of pelagic GPP. We calibrated our model using a Bayesian data assimilation technique on a subset of lakes where DOC and total phosphorus (TP) loads were known. We then asked how well the calibrated model performed with a larger set of lakes. Revised parameter estimates from the updated model aligned well with existing literature values. Observed GPP varied nonlinearly with both inflow DOC and TP concentrations in a manner consistent with increasing light limitation as DOC inputs increased and decreasing nutrient limitation as TP inputs increased. Furthermore, across these diverse lake ecosystems, model predictions of GPP were highly correlated with observed values derived from high‐frequency sensor data. The GPP predictions using the updated parameters improved upon previous estimates, expanding the utility of a process model with simplified assumptions for water column mixing. Our analysis provides a model structure that may be broadly useful for understanding current and future patterns in lake primary production.

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Counteracting effects of “hook avoidance” and “hook habituation” on angler catch rates in a catch‐and‐release fishery

March 2024

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93 Reads

Fisheries Management and Ecology

Catch‐and‐release (C&R) angling is often used to maintain high catch rates but fish vulnerability to capture may decrease following hooking, thereby decreasing angler catch per unit effort (CPUE) (hyperdepletion). To determine if fish post‐capture response affected recapture probability and population‐level CPUE, individual capture histories of Largemouth Bass in two lakes were compared before and after doubling angling effort in a Before‐After Control‐Impact (BACI) analysis. Previous capture and day‐of‐season both affected recapture probability. Counteracting effects of previous capture and reduced late‐season catch rates caused no hyperdepletion of angler CPUE. Our results highlight the complexity of fish behavioral responses to angling and suggest that hyperdepletion of angling catch rates may not be an issue in C&R fisheries.



Governance system structures described by organizations. The circles represent a partner type and jurisdictional level. A connection is drawn when the organization lists that partner as helpful with the challenge
Lake and watershed organizations’ ratings of partners in regard to three polycentricity measures: the extent to which the organization considers best ideas and practices from the partner (left); the organization’s decision-making independence from the partner (center); and the jurisdictional overlap between the organization and the partner (right). Data are the mean (± sd) rating for each partner type across all interviewed organizations. A higher rating indicates more consideration of the partner, more decision-making independence from the partner, and more jurisdictional overlap with the partner
Lake and watershed organizations’ ratings of partner organizations in regard to four learning measures: the partner encourages innovation or trying something new (left), the solutions the partner provides are flexible (second), the partner provides helpful information about challenges (third), and the responsiveness of the partner to organization queries. Data are the mean (± sd) rating for each partner type across all interviewed organizations. A higher rating indicates the partner is more encouraging of innovation, more flexible in their solutions, provides more helpful information, and is more responsive to queries
Polycentric governance systems’ perceived impact on learning in north-central US lake and watershed organizations

August 2023

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120 Reads

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3 Citations

Regional Environmental Change

Adapting to social and environmental change requires learning and governance that span ecological levels, political jurisdictions, and management challenges. Governance of these challenges is often comprised of public and private sector actors with overlapping jurisdictions that work together—termed polycentric governance. Polycentric governance systems have been found to improve adaptability through learning. In this paper, we compare how local organizations perceive a governance systems’ function and structure to help them learn and adapt to change. In our interviews with organization leaders in three north-central US states, we used expert elicitation to compare the degree to which the organizations’ partners help them experiment and learn to adapt to challenges. The challenges most frequently identified included social challenges like sharing knowledge and funding as well as ecological issues related to the resource. The associated polycentric governance systems’ structures varied by state. Independence and jurisdictional overlap—measures of polycentricity—differed by partner type, while consideration of partners’ best practices was similar for all partner types. Most partners were said to provide helpful information and respond to queries facilitating learning, but government partners were not always encouraging innovation or flexible implying less space for experimentation. We found that in each of the three states there is a mixture of actors at multiple scales partnering with the lake organizations at different frequencies and modes of interaction. We conclude that polycentric governance is beneficial for learning and experimentation, and that different structures may be beneficial to adapting within different contexts or problems definitions. The challenge for these systems is controlling areas of risk while providing flexibility to experiment and adapt to changing conditions.


Upper limits for road salt pollution in lakes

July 2023

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165 Reads

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7 Citations

Widespread and increasing use of road deicing salt is a major driver of increasing lake chloride concentrations, which can negatively impact aquatic organisms and ecosystems. We used a simple model to explore the controls on road salt concentrations and predict equilibrium concentrations in lakes across the contiguous United States. The model suggests that equilibrium salt concentration depends on three quantities: salt application rate, road density, and runoff (precipitation minus evapotranspiration). High application combined with high road density leads to high equilibrium salt concentrations regardless of runoff. Yet if application can be held at current rates or reduced, concentrations in many lakes situated in lightly to moderately urbanized watersheds should equilibrate at levels below currently recommended thresholds. In particular, our model predicts that, given 2010–2015 road salt application rates, equilibrium chloride concentrations in the contiguous United States will exceed the current regulatory chronic exposure threshold of 230 mg L ⁻¹ in over 2000 lakes; will exceed 120 mg L ⁻¹ in over 9000 lakes; and will be below 120 mg L ⁻¹ in hundreds of thousands of lakes. Our analysis helps to contextualize current trends in road salt pollution of lakes, and suggests that stabilization of equilibrium chloride concentrations below thresholds designed to protect aquatic organisms should be an achievable goal.


Our approach to engaging participants and all perspectives in developing, honing, and presenting the set of questions and ideas that form the basis for our recommended priorities. DEIJ is diversity, equity, inclusion, and justice.
Priorities for synthesis research in ecology and environmental science

January 2023

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900 Reads

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15 Citations

Synthesis research in ecology and environmental science improves understanding, advances theory, identifies research priorities, and supports management strategies by linking data, ideas, and tools. Accelerating environmental challenges increases the need to focus synthesis science on the most pressing questions. To leverage input from the broader research community, we convened a virtual workshop with participants from many countries and disciplines to examine how and where synthesis can address key questions and themes in ecology and environmental science in the coming decade. Seven priority research topics emerged: (1) diversity, equity, inclusion, and justice (DEIJ), (2) human and natural systems, (3) actionable and use-inspired science, (4) scale, (5) generality , (6) complexity and resilience, and (7) predictability. Additionally, two issues regarding the general practice of synthesis emerged: the need for increased participant diversity and inclusive research practices; and increased and improved data flow, access, and skill-building. These topics and practices provide a strategic vision for future synthesis in ecology and environmental science.



Species differences, but not habitat, influence catch rate hyperstability across a recreational fishery landscape

November 2022

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69 Reads

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13 Citations

Fisheries Research

In commercial and recreational fisheries, catch rate is often assumed to be proportional to stock size and is used by managers and fishers as an indicator of fishery sustainability. If catch rate is proportional to stock size, it can signal a decline of stocks and managers can impose restrictive harvest policies or recreational anglers can move to a new system and allow the over-exploited system to rebound. A growing literature has documented catch rates remaining high even as fish stocks decline (i.e., hyperstability of catch rates) leading to delayed management intervention and overexploitation. Although recent evidence has indicated the presence of hyperstability of catch rates in recreational fisheries, whether hyperstability differs across species or system types remains unknown. To investigate whether catch rate hyperstability varies amongst species or systems, we first tested whether electrofishing catch per unit effort (efCPUE) was an appropriate proxy for true abundance. We then compared the relationship between angler catch rate and fish abundance for common freshwater sport fishes across gradients of habitat availability. We found significant differences in the strength of hyperstability amongst species. We did not identify a consistent influence of habitat on hyperstability of catch rates. Angler preferences and behavior may explain some of the variance in non-proportional catch rates. Future research investigating angler behavior, population size structure, and population dynamics in these systems may identify key interactions that create differences in vulnerability to population collapse.


How do they know?: information sources used by recreational anglers

August 2022

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68 Reads

Simple theoretical models predicting recreational fisheries’ ability to self-regulate often fail in practice. These models may be misinformed because they do not account for anglers’ limited knowledge of fish abundance across a suite of potential fishing opportunities. We present results from a novel creel survey specifically designed to elicit angler information source use to understand the relationships between knowledge sources, catch expectations, and actual catch. We surveyed 38 lakes within the Northern Highland Lake District (NHLD) of Wisconsin, USA. Anglers (n = 509) were interviewed before and after their fishing trip to collect data on target species, expected catch, actual catch, information source usage, trip-level satisfaction, and angler demographics. Most respondents (~71%) primarily relied on their own personal experience when making fishing decisions. Information source did not influence the accuracy of anglers' expectations about catch rates. Mean expected catches were higher than mean actual catches for bass, walleye, and muskellunge, but not significantly different for panfish. Simple linear models revealed that the type and number of information sources used did not significantly contribute to anglers’ catch prediction accuracy. Ordinal logistic regression modelling of anglers’ overall trip satisfaction revealed that the difference between expected and actual catch is a significant variable in determining anglers’ trip satisfaction. Our results suggest that recreational fisheries information does not flow readily within the NHLD, and calls into question common model assumptions made about angler knowledge of alternative fishing opportunities and how to model angler experience and ability.


Citations (78)


... Governance theory believes that the various forms of governance with "self-governance" at the core can be purely civil, completely governmental, or a combination of the two to some extent (Castille et al., 2023;Shi et al., 2017). It is harmful to divide and oppose "government" and "public" absolutely (Hooghe & Marks, 2020). ...

Reference:

The safeguard mode of green development in China
Polycentric governance systems’ perceived impact on learning in north-central US lake and watershed organizations

Regional Environmental Change

... However, more energy is often needed to maintain homeostasis under stressful conditions (Kitaysky et al., 1999;Connolly et al., 2012), and it remains unclear how prolonged stress in a population will interact with food availability among freshwater ecosystems. Understanding the role of food availability on stress-induced changes in life-history traits is essential to drawing conclusions about how zooplankton will respond to road salt pollution given the ongoing threat to so many lakes and wetlands (e.g., Solomon et al., 2023). ...

Upper limits for road salt pollution in lakes

... Ignoring climate change mitigation in biomes beyond forests (Dobson et al. 2022) produced environmental injustices. Just as the lack of diversity among ecologists, environmental scientists and societal institutions tends to exclude individuals from certain identity groups (Halpern et al. 2023), the lack of biomes among grant opportunities, research projects, published papers and ongoing projects tends to exclude most biomes worldwide and hinders a broader view of the biosphere. Carbon-focused conservation and research in Africa (Knowles et al. 2025) and in the deep sea are good examples. ...

Priorities for synthesis research in ecology and environmental science

... 1. Temporal variability: Examining C-Q relationships over multiple temporal scales-ranging from hours to decades-to better capture the effects of climatic variability and long-term climate change on catchment processes (McPhail et al., 2023;Rosi et al., 2022Rosi et al., , 2023. 2. Spatial variability: Examining C-Q relationships across multiple spatial scales-from headwater reaches to downstream river sections-to better capture shifts in C-Q hysteresis metrics driven by transitions in hydrologic processes. These include hillslope processes, where terrestrial nutrient sources connect to streams, and riverine processes, where in-stream transformations fundamentally alter nutrient pools (Creed & Beall, 2009;Creed, McKnight, et al., 2015;Sanford et al., 2007;Taylor & Townsend, 2010). ...

Give long-term datasets World Heritage status
  • Citing Article
  • December 2022

Science

... Such measures are currently being used on Mille Lacs, Minnesota, and in a walleye production overharvest experiment on Escanaba Lake, Wisconsin , and are certainly not outside the realm of possibility for agencies considering tradeoffs between supporting fisheries-dependent or fisheries-independent assessments of fish populations. That said, it has clearly been established that fisheries-dependent data alone are inadequate for assessing fish population status due to hyperstability in angler catch rates for many fishes (Hansen et al. 2005;Ward et al. 2013;van Poorten et al. 2016;Mrnak et al. 2018;Dassow et al. 2020;Feiner et al. 2020a;Mosley et al. 2022). Management agencies must ponder the tradeoffs of using limited resources and funding to best assess walleye population status through fisheries-independent surveys, fisheries-dependent creel surveys, or both. ...

Species differences, but not habitat, influence catch rate hyperstability across a recreational fishery landscape
  • Citing Article
  • November 2022

Fisheries Research

... Yet, colour morph frequency appears to evolve readily-on contemporary timescales and microgeographic spatial scales [21,23,27]. Given our results, we speculate that the trait-mediated effects revealed here might constitute part of a broad-sense eco-evolutionary feedback (sensu [13]) linking morph frequency evolution to the profound ecological and evolutionary effects of dissolved organic carbon [58,[86][87][88]. Although plausible, additional research is needed to assess this hypothesis. ...

Benthic–limnetic morphological variation in fishes: Dissolved organic carbon concentration produces unexpected patterns

... The LRS covered the extent of the HRE (Fig. 1) using a stratified random sampling design. The HRE was divided into 13 regions and then subdivided into strata based on geomorphology and river depth: shoal (water depth of 6 m [m] or less), channel (water depth of more than 3 m from the river bottom in areas deeper than 6 m), and bottom (water depth within 3 m of the river bottom in areas deeper than 6 m) (Nieman et al., 2021;Chen Lab, 2023a;Chen Lab, 2023b). ...

Evaluation and optimization of a long-term fish monitoring program in the Hudson River
  • Citing Article
  • December 2021

Ecological Indicators

... Precipitation serves as a pivotal environmental driver influencing both GPP and ER. However, their sensitivities to variations in precipitation (S GPP and S ER ) can differ markedly [32,33], highlighting the complex interactions within the ecosystems. Numerous studies have investigated the sensitivity of vegetation productivity to precipitation [23][24][25], yielding a consensus conclusion: S GPP is greater in arid regions and smaller in mesic regions [11,25]. ...

Hydrologic Setting Dictates the Sensitivity of Ecosystem Metabolism to Climate Variability in Lakes

Ecosystems

... A final research frontier relates to tipping points and potential for unforeseen fish population collapses (Figure 1 panel b, Propositions 2). So far, the pattern of hyperstable catch rates where catch rates stay high despite declining stock sizes (Dassow et al., 2020;Feiner et al., 2020;Mosley et al., 2022;Nieman & Solomon, 2022) has been the dominant paradigm to explain why anglers keep on fishing on low abundance stocks and that the resulting depensation mechanism can cause sudden collapse of fisheries as anglers are not notified that stocks are plummeting (Golden et al., 2022;Post et al., 2002;Stoeven, 2014). Yet, effort and effort sorting (e.g., more skilful anglers staying on dwindling resources and less skilful anglers leaving, van Poorten et al., 2016) can also be incentivized by periods of not-catching and the resulting increase in inequality of the catch as stocks are fished down (Seekell, 2011;Seekell et al., 2011Seekell et al., , 2013 or fish learn to avoid future capture (Arlinghaus et al., 2017;Beukema, 1970;Lucas et al., 2023). ...

Slow social change: Implications for open access recreational fisheries
  • Citing Article
  • September 2021

Fish and Fisheries