1
|
Orr JA, Macaulay SJ, Mordente A, Burgess B, Albini D, Hunn JG, Restrepo-Sulez K, Wilson R, Schechner A, Robertson AM, Lee B, Stuparyk BR, Singh D, O'Loughlin I, Piggott JJ, Zhu J, Dinh KV, Archer LC, Penk M, Vu MTT, Juvigny-Khenafou NPD, Zhang P, Sanders P, Schäfer RB, Vinebrooke RD, Hilt S, Reed T, Jackson MC. Studying interactions among anthropogenic stressors in freshwater ecosystems: A systematic review of 2396 multiple-stressor experiments. Ecol Lett 2024; 27:e14463. [PMID: 38924275 DOI: 10.1111/ele.14463] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2024] [Revised: 05/26/2024] [Accepted: 05/30/2024] [Indexed: 06/28/2024]
Abstract
Understanding the interactions among anthropogenic stressors is critical for effective conservation and management of ecosystems. Freshwater scientists have invested considerable resources in conducting factorial experiments to disentangle stressor interactions by testing their individual and combined effects. However, the diversity of stressors and systems studied has hindered previous syntheses of this body of research. To overcome this challenge, we used a novel machine learning framework to identify relevant studies from over 235,000 publications. Our synthesis resulted in a new dataset of 2396 multiple-stressor experiments in freshwater systems. By summarizing the methods used in these studies, quantifying trends in the popularity of the investigated stressors, and performing co-occurrence analysis, we produce the most comprehensive overview of this diverse field of research to date. We provide both a taxonomy grouping the 909 investigated stressors into 31 classes and an open-source and interactive version of the dataset (https://jamesaorr.shinyapps.io/freshwater-multiple-stressors/). Inspired by our results, we provide a framework to help clarify whether statistical interactions detected by factorial experiments align with stressor interactions of interest, and we outline general guidelines for the design of multiple-stressor experiments relevant to any system. We conclude by highlighting the research directions required to better understand freshwater ecosystems facing multiple stressors.
Collapse
Affiliation(s)
- James A Orr
- Department of Biology, University of Oxford, Oxford, UK
- School of the Environment, University of Queensland, Brisbane, Queensland, Australia
| | | | | | - Benjamin Burgess
- Department of Genetics, Evolution and Environment, University College London, London, UK
| | - Dania Albini
- Department of Biology, University of Oxford, Oxford, UK
| | - Julia G Hunn
- Department of Zoology, University of Otago, Dunedin, New Zealand
| | | | - Ramesh Wilson
- Department of Biology, University of Oxford, Oxford, UK
| | - Anne Schechner
- Leibniz Institute of Freshwater Ecology and Inland Fisheries, Berlin, Germany
- Ruumi ApS, Svendborg, Denmark
| | - Aoife M Robertson
- Zoology, School of Natural Sciences, Trinity College Dublin, Dublin, Ireland
| | - Bethany Lee
- Department of Biology, University of Oxford, Oxford, UK
| | - Blake R Stuparyk
- Department of Biological Sciences, University of Alberta, Edmonton, Alberta, Canada
| | - Delezia Singh
- Natural Resources Institute, University of Manitoba, Winnipeg, Canada
| | | | - Jeremy J Piggott
- Zoology, School of Natural Sciences, Trinity College Dublin, Dublin, Ireland
| | - Jiangqiu Zhu
- Institute of Hydrobiology, Chinese Academy of Sciences, Wuhan, China
| | - Khuong V Dinh
- Section for Aquatic Biology and Toxicology, Department of Biosciences, University of Oslo, Oslo, Norway
| | - Louise C Archer
- Department of Biological Sciences, University of Toronto Scarborough, Toronto, Ontario, Canada
| | - Marcin Penk
- Zoology, School of Natural Sciences, Trinity College Dublin, Dublin, Ireland
- School of Biology and Environmental Science, University College Dublin, Dublin, Ireland
| | - Minh Thi Thuy Vu
- Section for Aquatic Biology and Toxicology, Department of Biosciences, University of Oslo, Oslo, Norway
| | - Noël P D Juvigny-Khenafou
- Institute of Aquaculture, University of Stirling, Scotland, UK
- Institute of Environmental Sciences, RPTU Kaiserslautern-Landau, Germany
| | - Peiyu Zhang
- Institute of Hydrobiology, Chinese Academy of Sciences, Wuhan, China
| | | | - Ralf B Schäfer
- Research Center One Health Ruhr, University Alliance Ruhr
- Faculty of Biology, University Duisburg-Essen, Essen, Germany
| | - Rolf D Vinebrooke
- Department of Biological Sciences, University of Alberta, Edmonton, Alberta, Canada
| | - Sabine Hilt
- Leibniz Institute of Freshwater Ecology and Inland Fisheries, Berlin, Germany
| | - Thomas Reed
- School of Biological, Earth & Environmental Sciences, University College Cork, Cork, Ireland
| | | |
Collapse
|
2
|
Schürings C, Kail J, Kaijser W, Hering D. Effects of agriculture on river biota differ between crop types and organism groups. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 912:168825. [PMID: 38029990 DOI: 10.1016/j.scitotenv.2023.168825] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Revised: 10/26/2023] [Accepted: 11/22/2023] [Indexed: 12/01/2023]
Abstract
While the general effects of agricultural land use on riverine biota are well documented, the differential effects of specific crop types on different riverine organism groups, remain largely unexplored. Here we used recently published land use data distinguishing between specific crop types and a Germany-wide dataset of 7748 sites on the ecological status of macroinvertebrates, macrophytes and diatoms and applied generalized linear mixed models to unravel the associations between land use types, crop types, and the ecological status. For all organism groups, associations of specific crop types with biota were stronger than those of urban land use. For macroinvertebrates and macrophytes, strong negative associations were found for pesticide intensive permanent crops, while intensively fertilized crops (maize, intensive cereals) affected diatoms most. These differential associations highlight the importance of distinguishing between crop types and organism groups and the urgency to buffer rivers against agricultural stressors at the catchment scales and to expand sustainably managed agriculture.
Collapse
Affiliation(s)
- Christian Schürings
- Department of Aquatic Ecology, Faculty of Biology, University of Duisburg-Essen, Universitätsstrasse 5, D-45141 Essen, Germany.
| | - Jochem Kail
- Department of Aquatic Ecology, Faculty of Biology, University of Duisburg-Essen, Universitätsstrasse 5, D-45141 Essen, Germany
| | - Willem Kaijser
- Department of Aquatic Ecology, Faculty of Biology, University of Duisburg-Essen, Universitätsstrasse 5, D-45141 Essen, Germany
| | - Daniel Hering
- Department of Aquatic Ecology, Faculty of Biology, University of Duisburg-Essen, Universitätsstrasse 5, D-45141 Essen, Germany; Centre for Water and Environmental Research, University of Duisburg-Essen, Universitätsstrasse 5, D-45141 Essen, Germany
| |
Collapse
|
3
|
Schäfer RB, Jackson M, Juvigny-Khenafou N, Osakpolor SE, Posthuma L, Schneeweiss A, Spaak J, Vinebrooke R. Chemical Mixtures and Multiple Stressors: Same but Different? ENVIRONMENTAL TOXICOLOGY AND CHEMISTRY 2023; 42:1915-1936. [PMID: 37036219 DOI: 10.1002/etc.5629] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Revised: 04/01/2023] [Accepted: 04/04/2023] [Indexed: 05/19/2023]
Abstract
Ecosystems are strongly influenced by multiple anthropogenic stressors, including a wide range of chemicals and their mixtures. Studies on the effects of multiple stressors have largely focussed on nonchemical stressors, whereas studies on chemical mixtures have largely ignored other stressors. However, both research areas face similar challenges and require similar tools and methods to predict the joint effects of chemicals or nonchemical stressors, and frameworks to integrate multiple chemical and nonchemical stressors are missing. We provide an overview of the research paradigms, tools, and methods commonly used in multiple stressor and chemical mixture research and discuss potential domains of cross-fertilization and joint challenges. First, we compare the general paradigms of ecotoxicology and (applied) ecology to explain the historical divide. Subsequently, we compare methods and approaches for the identification of interactions, stressor characterization, and designing experiments. We suggest that both multiple stressor and chemical mixture research are too focused on interactions and would benefit from integration regarding null model selection. Stressor characterization is typically more costly for chemical mixtures. While for chemical mixtures comprehensive classification systems at suborganismal level have been developed, recent classification systems for multiple stressors account for environmental context. Both research areas suffer from rather simplified experimental designs that focus on only a limited number of stressors, chemicals, and treatments. We discuss concepts that can guide more realistic designs capturing spatiotemporal stressor dynamics. We suggest that process-based and data-driven models are particularly promising to tackle the challenge of prediction of effects of chemical mixtures and nonchemical stressors on (meta-)communities and (meta-)food webs. We propose a framework to integrate the assessment of effects for multiple stressors and chemical mixtures. Environ Toxicol Chem 2023;42:1915-1936. © 2023 The Authors. Environmental Toxicology and Chemistry published by Wiley Periodicals LLC on behalf of SETAC.
Collapse
Affiliation(s)
- Ralf B Schäfer
- Institute for Environmental Sciences, Rheinland-Pfälzische Technische Univerität Kaiserslautern-Landau, Landau, Germany
| | | | - Noel Juvigny-Khenafou
- Institute for Environmental Sciences, Rheinland-Pfälzische Technische Univerität Kaiserslautern-Landau, Landau, Germany
| | - Stephen E Osakpolor
- Institute for Environmental Sciences, Rheinland-Pfälzische Technische Univerität Kaiserslautern-Landau, Landau, Germany
| | - Leo Posthuma
- Centre for Sustainability, Environment and Health, National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands
- Department of Environmental Science, Radboud University, Nijmegen, The Netherlands
| | - Anke Schneeweiss
- Institute for Environmental Sciences, Rheinland-Pfälzische Technische Univerität Kaiserslautern-Landau, Landau, Germany
| | - Jürg Spaak
- Institute for Environmental Sciences, Rheinland-Pfälzische Technische Univerität Kaiserslautern-Landau, Landau, Germany
| | - Rolf Vinebrooke
- Department of Biological Sciences, University of Alberta, Edmonton, Alberta, Canada
| |
Collapse
|
4
|
Pham DN, Kopplin JA, Dellwig O, Sokolov EP, Sokolova IM. Hot and heavy: Responses of ragworms (Hediste diversicolor) to copper-spiked sediments and elevated temperature. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2023; 332:121964. [PMID: 37286024 DOI: 10.1016/j.envpol.2023.121964] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Revised: 05/30/2023] [Accepted: 06/03/2023] [Indexed: 06/09/2023]
Abstract
Sediment contamination and seawater warming are two major stressors to macrobenthos in estuaries. However, little is known about their combined effects on infaunal organisms. Here we investigated the responses of an estuarine polychaete Hediste diversicolor to metal-contaminated sediment and increased temperature. Ragworms were exposed to sediments spiked with 10 and 20 mg kg-1 of copper at 12 and 20 °C for three weeks. No considerable changes were observed in the expression of genes related to copper homeostasis and in the accumulation of oxidative stress damage. Dicarbonyl stress was attenuated by warming exposure. Whole-body energy reserves in the form of carbohydrates, lipids and proteins were little affected, but the energy consumption rate increased with copper exposure and elevated temperature indicating higher basal maintenance costs of ragworms. The combined effects of copper and warming exposures were mostly additive, with copper being a weak stressor and warming a more potent stressor. These results were replicable, as confirmed by two independent experiments of similar settings conducted at two different months of the year. This study suggests the higher sensitivity of energy-related biomarkers and the need to search for more conserved molecular markers of metal exposure in H. diversicolor.
Collapse
Affiliation(s)
- Duy Nghia Pham
- Department of Marine Biology, Institute of Biological Sciences, University of Rostock, Rostock, Germany
| | - Julie Angelina Kopplin
- Department of Marine Biology, Institute of Biological Sciences, University of Rostock, Rostock, Germany
| | - Olaf Dellwig
- Department of Marine Geology, Leibniz Institute for Baltic Sea Research Warnemünde, Rostock, Germany
| | - Eugene P Sokolov
- Leibniz Institute for Baltic Sea Research Warnemünde, Leibniz Science Campus Phosphorus Research, Rostock, Germany
| | - Inna M Sokolova
- Department of Marine Biology, Institute of Biological Sciences, University of Rostock, Rostock, Germany; Department of Maritime Systems, Interdisciplinary Faculty, University of Rostock, Rostock, Germany.
| |
Collapse
|
5
|
Worischka S, Schöll F, Winkelmann C, Petzoldt T. Twenty-eight years of ecosystem recovery and destabilisation: Impacts of biological invasions and climate change on a temperate river. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 875:162678. [PMID: 36894073 DOI: 10.1016/j.scitotenv.2023.162678] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Revised: 02/27/2023] [Accepted: 03/02/2023] [Indexed: 06/18/2023]
Abstract
Most river ecosystems are exposed to multiple anthropogenic stressors affecting the composition and functionality of benthic communities. Identifying main causes and detecting potentially alarming trends in time depends on the availability of long-term monitoring data sets. Our study aimed to improve the knowledge about community effects of multiple stressors that is needed for effective, sustainable management and conservation. We conducted a causal analysis to detect the dominant stressors and hypothesised that multiple stressors, such as climate change and multiple biological invasions, reduce biodiversity and thus endanger ecosystem stability. Using a data set from 1992 to 2019 for the benthic macroinvertebrate community of a 65-km stretch of the upper Elbe river in Germany, we evaluated the effects of alien species, temperature, discharge, phosphorus, pH and abiotic conditional variables on the taxonomic and functional composition of the benthic community and analysed the temporal behaviour of biodiversity metrics. We observed fundamental taxonomic and functional changes in the community, with a shift from collectors/gatherers to filter feeders and feeding opportunists preferring warm temperatures. A partial dbRDA revealed significant effects of temperature and alien species abundance and richness. The occurrence of distinct phases in the development of community metrics suggests a temporally varying impact of different stressors. Taxonomic and functional richness responded more sensitively than the diversity metrics whereas the functional redundancy metric remained unchanged. Especially the last 10-year phase, however, showed a decline in richness metrics and an unsaturated, linear relationship between taxonomic and functional richness, which rather indicates reduced functional redundancy. We conclude that the varying anthropogenic stressors over three decades, mainly biological invasions and climate change, affected the community severely enough to increase its vulnerability to future stressors. Our study highlights the importance of long-term monitoring data and emphasises a careful use of biodiversity metrics, preferably considering also community composition.
Collapse
Affiliation(s)
- Susanne Worischka
- University of Koblenz, Institute for Integrated Natural Sciences, Universitätsstr. 1, 56070 Koblenz, Germany; Federal Institute of Hydrology, Department U4 Animal Ecology, Am Mainzer Tor 1, 56068 Koblenz, Germany.
| | - Franz Schöll
- Federal Institute of Hydrology, Department U4 Animal Ecology, Am Mainzer Tor 1, 56068 Koblenz, Germany
| | - Carola Winkelmann
- University of Koblenz, Institute for Integrated Natural Sciences, Universitätsstr. 1, 56070 Koblenz, Germany
| | - Thomas Petzoldt
- Dresden University of Technology, Institute of Hydrobiology, Zellescher Weg 40, 01062 Dresden, Germany
| |
Collapse
|
6
|
Verheyen J, Cuypers K, Stoks R. Adverse effects of the pesticide chlorpyrifos on the physiology of a damselfly only occur at the cold and hot extremes of a temperature gradient. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2023; 326:121438. [PMID: 36963457 DOI: 10.1016/j.envpol.2023.121438] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Revised: 02/13/2023] [Accepted: 03/10/2023] [Indexed: 06/18/2023]
Abstract
Ecotoxicological studies considerably improved realism by assessing the toxicity of pollutants at different temperatures. Nevertheless, they may miss key interaction patterns between pollutants and temperature by typically considering only part of the natural thermal gradient experienced by species and ignoring daily temperature fluctuations (DTF). We therefore tested in a common garden laboratory experiment the effects of the pesticide chlorpyrifos across a range of mean temperatures and DTF on physiological traits (related to oxidative stress and bioenergetics) in low- and high-latitude populations of Ischnura elegans damselfly larvae. As expected, the impact of chlorpyrifos varied along the wide range of mean temperatures (12-34 °C). None of the physiological traits (except the superoxide anion levels) were affected by chlorpyrifos at the intermediate mean temperatures (20-24 °C). Instead, most of them were negatively affected by chlorpyrifos (reduced activity levels of the antioxidant defense enzymes superoxide dismutase [SOD], catalase [CAT] and peroxidase [PER], and a reduced energy budget) at the very high (≥28 °C) or extreme high temperatures (≥32 °C), and to lesser extent at the lower mean temperatures (≤16 °C). Notably, at the lower mean temperatures the negative impact of chlorpyrifos was often only present or stronger under DTF. Although the chlorpyrifos effects on the physiological traits greatly depended on the experimentally imposed thermal gradient, patterns were mainly consistent across the natural latitude-associated thermal gradient, indicating the generality of our results. The thermal patterns in chlorpyrifos-induced physiological responses contributed to the observed toxicity patterns in life history (reduced survival and growth at low and high mean temperatures). Taken together, our results underscore the importance of evaluating pesticide toxicity along a temperature gradient and of taking a mechanistic approach with a focus on physiology, to improve our understanding of the combined effects of pollutants and temperature in natural populations.
Collapse
Affiliation(s)
- Julie Verheyen
- Evolutionary Stress Ecology and Ecotoxicology, University of Leuven, Charles Deberiotstraat 32, B-3000, Leuven, Belgium.
| | - Kiani Cuypers
- Evolutionary Stress Ecology and Ecotoxicology, University of Leuven, Charles Deberiotstraat 32, B-3000, Leuven, Belgium
| | - Robby Stoks
- Evolutionary Stress Ecology and Ecotoxicology, University of Leuven, Charles Deberiotstraat 32, B-3000, Leuven, Belgium
| |
Collapse
|
7
|
Chang M, Li M, Xu W, Li X, Liu J, Stoks R, Zhang C. Microplastics increases the heat tolerance of Daphnia magna under global warming via hormetic effects. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2023; 249:114416. [PMID: 38321694 DOI: 10.1016/j.ecoenv.2022.114416] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Revised: 11/22/2022] [Accepted: 12/08/2022] [Indexed: 02/08/2024]
Abstract
The ecological risk assessment of microplastics under global warming receives increasing attention. Yet, such studies mostly focused on increased mean temperatures (MT), ignoring another key component of global warming, namely daily temperature fluctuations (DTF). Moreover, we know next to nothing about the combined effects of multigenerational exposure to microplastics and warming. In this study, Daphnia magna was exposed to an environmentally relevant concentration of polystyrene microplastics (5 μg L-1) under six thermal conditions (MT: 20 ℃, 24 ℃; DTF: 0 ℃, 5 ℃, 10 ℃) over two generations to investigate the interactive effects of microplastics and global warming. Results showed that microplastics had no effects on Daphnia at standard thermal conditions (constant 20 °C). Yet, microplastics increased the fecundity, heat tolerance, amount of energy storage, net energy budget and cytochrome P450 activity, and decreased the energy consumption when tested under an increased MT or DTF, indicating a hormesis effect induced by microplastics under warming. The unexpected increase in heat tolerance upon exposure to microplastics could be partly explained by the reduced energy consumption and/or increased energy availability. Overall, the present study highlighted the importance of including DTF and multigenerational exposure to improve the ecological risk assessment of microplastics under global warming.
Collapse
Affiliation(s)
- Mengjie Chang
- Environment Research Institute, Shandong University, Qingdao 266237, China
| | - Mingyang Li
- Environment Research Institute, Shandong University, Qingdao 266237, China
| | - Wencheng Xu
- Environment Research Institute, Shandong University, Qingdao 266237, China
| | - Xin Li
- Jinan Environmental Research Academy, Jinan 250000, China
| | - Jian Liu
- Environment Research Institute, Shandong University, Qingdao 266237, China
| | - Robby Stoks
- Evolutionary Stress Ecology and Ecotoxicology, KU Leuven, Leuven B-3000, Belgium
| | - Chao Zhang
- Environment Research Institute, Shandong University, Qingdao 266237, China.
| |
Collapse
|