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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Ecol. Evol.</journal-id>
<journal-title>Frontiers in Ecology and Evolution</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Ecol. Evol.</abbrev-journal-title>
<issn pub-type="epub">2296-701X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fevo.2019.00072</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Ecology and Evolution</subject>
<subj-group>
<subject>Systematic Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Impacts of Global Warming and Elevated CO<sub>2</sub> on Sensory Behavior in Predator-Prey Interactions: A Review and Synthesis</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Draper</surname> <given-names>Alex M.</given-names></name>
<uri xlink:href="http://loop.frontiersin.org/people/620929/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Weissburg</surname> <given-names>Marc J.</given-names></name>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/558939/overview"/>
</contrib>
</contrib-group>
<aff><institution>School of Biological Sciences, Georgia Institute of Technology</institution>, <addr-line>Atlanta, GA</addr-line>, <country>United States</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Evan Preisser, University of Rhode Island, United States</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Youji Wang, Shanghai Ocean University, China; Ivan Gomez-Mestre, Estaci&#x000F3;n Biol&#x000F3;gica de Do&#x000F1;ana (EBD), Spain</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Marc J. Weissburg <email>marc.weissburg&#x00040;biology.gatech.edu</email></corresp>
<fn fn-type="other" id="fn001"><p>This article was submitted to Behavioral and Evolutionary Ecology, a section of the journal Frontiers in Ecology and Evolution</p></fn></author-notes>
<pub-date pub-type="epub">
<day>20</day>
<month>03</month>
<year>2019</year>
</pub-date>
<pub-date pub-type="collection">
<year>2019</year>
</pub-date>
<volume>7</volume>
<elocation-id>72</elocation-id>
<history>
<date date-type="received">
<day>01</day>
<month>10</month>
<year>2018</year>
</date>
<date date-type="accepted">
<day>25</day>
<month>02</month>
<year>2019</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2019 Draper and Weissburg.</copyright-statement>
<copyright-year>2019</copyright-year>
<copyright-holder>Draper and Weissburg</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract><p>Ecosystems are shaped by complex interactions between species and their environment. However, humans are rapidly changing the environment through increased carbon dioxide (CO<sub>2</sub>) emissions, creating global warming and elevated CO<sub>2</sub> levels that affect ecological communities through multiple processes. Understanding community responses to climate change requires examining the consequences of changing behavioral interactions between species, such as those affecting predator and prey. Understanding the underlying sensory process that govern these interactions and how they may be affected by climate change provides a predictive framework, but many studies examine behavioral outcomes only. This review summarizes the current knowledge of global warming and elevated CO<sub>2</sub> impacts on predator-prey interactions with respect to the relevant aspects of sensory ecology, and we discuss the potential consequences of these effects. Our specific questions concern how climate change affects the ability of predators and prey to collect information and how this affects predator-prey interactions. We develop a framework for understanding how warming and elevated CO<sub>2</sub> can alter behavioral interactions by examining how the processes (steps) of sensory cue (or signal) production, transmission and reception may change. This includes both direct effects on cue production and reception resulting from changes in organismal physiology, but also effects on cue transmission resulting from modulation of the physical environment via physical and biotic changes. We suggest that some modalities may be particularly prone to disruption, and that aquatic environments may suffer more serious disruptions as a result of elevated CO<sub>2</sub> and warming that collectively affect all steps of the signaling process. Temperature by itself may primarily operate on aspects of cue generation and transmission, implying that sensory-mediated disruptions in terrestrial environments may be less severe. However, significant biases in the literature in terms of modalities (chemosensation), taxa (fish), and stressors (elevated CO<sub>2</sub>) examined currently prevents accurate generalizations. Significant issues such as multimodal compensation and altered transmission or other environmental effects remain largely unaddressed. Future studies should strive to fill these knowledge gaps in order to better understand and predict shifts in predator-prey interactions in a changing climate.</p></abstract>
<kwd-group>
<kwd>climate change</kwd>
<kwd>global warming</kwd>
<kwd>carbon dioxide</kwd>
<kwd>sensory ecology</kwd>
<kwd>behavior</kwd>
<kwd>predator-prey interactions</kwd>
</kwd-group>
<counts>
<fig-count count="2"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="147"/>
<page-count count="19"/>
<word-count count="15910"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Ecological communities are regulated by key biotic interactions (e.g., predation, competition, mutualism, and parasitism) that are affected by information obtained from and affected by the physical and biological environment (Dusenberry, <xref ref-type="bibr" rid="B35">1992</xref>). In particular, predator-prey interactions are powerful regulators of community dynamics (Paine, <xref ref-type="bibr" rid="B99">1966</xref>; Ripple et al., <xref ref-type="bibr" rid="B108">2001</xref>; Schmitz, <xref ref-type="bibr" rid="B117">2008</xref>) and these interactions can depend on behaviors mediated by sensory cues passing between predators and prey. Thus, processes governing the production, transmission, and detection of sensory cues from other organisms strongly affect predator-prey dynamics. Animals use these cues to respond in the appropriate way; i.e., a predator that successfully detects a prey species must be able to pursue and capture it, while prey detecting a predator must be able to employ the appropriate anti-predator defense. Therefore, sensory processes govern, at least partially, the density mediated effects that depend on predators consuming prey (consumptive effects) as well as those that depend on prey responses to predator risk such as flight or induced morphological defenses (non-consumptive effects) (Werner and Peacor, <xref ref-type="bibr" rid="B145">2003</xref>; Weissburg et al., <xref ref-type="bibr" rid="B141">2014</xref>).</p>
<p>The properties of both senders and receivers affect information transfer between predators and prey, but the environment also has an important role. Environmental context affects predator-prey dynamics by modulating the ability of predator and prey to detect one another. For example, in marine systems the fluid environmental context (e.g., bulk flow and turbulence) can reduce consumptive effects by interfering with the ability of predators to find prey using chemical signals (Weissburg and Zimmerfaust, <xref ref-type="bibr" rid="B143">1994</xref>). Fluid motion also can increase non-consumptive effects by enhancing the ability of prey to remotely detect predators via predator scent (Leonard et al., <xref ref-type="bibr" rid="B67">1998</xref>; Shears et al., <xref ref-type="bibr" rid="B119">2008</xref>; Smee et al., <xref ref-type="bibr" rid="B123">2010</xref>; Pruett and Weissburg, <xref ref-type="bibr" rid="B106">2018</xref>). The nature of these effects depends on the intensity and characteristics of the flow environment. Generally speaking, community interactions must be placed in an environmental context to fully understand ecosystem dynamics.</p>
<p>Anthropogenic impacts will strongly affect the environmental context in which predator-prey sensory processes operate. Increased carbon dioxide (CO<sub>2</sub>) emissions from human activities (e.g., burning of fossil fuels) have caused global atmospheric temperatures to increase over the recent years in both terrestrial and marine systems. Mean temperature increases likely will exceed an additional 2&#x000B0;C by year 2100 (IPCC, <xref ref-type="bibr" rid="B52">2014</xref>). Additionally, oceans and coastal systems (and some freshwater systems) are experiencing direct changes in water chemistry known as ocean acidification (Doney et al., <xref ref-type="bibr" rid="B34">2009</xref>), where increased dissolved CO<sub>2</sub> shifts the balance of carbonates to produce more bicarbonate and less carbonate ions, while also reducing pH of seawater by 0.3&#x02013;0.4 units by 2100 (Orr et al., <xref ref-type="bibr" rid="B95">2005</xref>; IPCC, <xref ref-type="bibr" rid="B52">2014</xref>) from the current value of roughly 8.1.</p>
<p>The changing environmental conditions associated with elevated CO<sub>2</sub> and increased temperature can affect the processes of cue generation, propagation, and reception underlying predator prey dynamics (i.e., the <italic>sensory transduction cascade</italic>), or place limits on the subsequent behavioral responses. Although there has been increasing attention to alterations in predator foraging rates and behavioral responses to climate change across taxa (Briffa et al., <xref ref-type="bibr" rid="B14">2012</xref>; Rosenblatt and Schmitz, <xref ref-type="bibr" rid="B111">2016</xref>; Beever et al., <xref ref-type="bibr" rid="B9">2017</xref>), these studies often fail to indicate clearly the mechanism. We are just beginning to understand how climate change alters sensory processes and the consequences of such alterations for predator-prey interactions. But this research agenda is especially important given the potential of climate-induced change in species interactions to scale up to community effects (e.g., Goldenberg et al., <xref ref-type="bibr" rid="B44">2018</xref>). It also may inform species and environmental conservation efforts by identifying which sensory modalities drive predator-prey behaviors in a changing climate and potential mitigation strategies.</p>
<p>This review is an initial step in developing a framework for studying impacts of climate change (i.e., warming and elevated CO<sub>2</sub>) on sensory and behavioral mechanisms altering predator-prey interactions. We review the current research on climate change effects on predator prey interactions in light of the general processes governing cue production, transmission, reception, and response. Our goals are to suggest which elements in this sequence are affected, how they may be affected, and whether there are modality-specific patterns in climate change effects. We also attempt to distinguish between effects due to increased temperature and elevated CO<sub>2</sub>.</p></sec>
<sec sec-type="methods" id="s2">
<title>Methods</title>
<p>We conducted comprehensive literature searches in Web of Science and Google Scholar for publications within the last 20 years using the keywords &#x0201C;climate change,&#x0201D; &#x0201C;carbon dioxide/CO2&#x0201D; &#x0201C;warming,&#x0201D; &#x0201C;acidification,&#x0201D; &#x0201C;sensory/visual/auditory/chemosensory/olfactory/mechanosensory,&#x0201D; &#x0201C;predator/prey,&#x0201D; and &#x0201C;behavior.&#x0201D; We sought studies from terrestrial, freshwater, and marine environments that tested some component of sensory ecology in any taxon (i.e., fish, insects, other invertebrates), which resulted in &#x0007E;60 relevant studies. We then supplemented our search to include relevant publications from the references sections of papers from the initial literature search, but that did not have these keywords explicitly listed in the title, keywords, or abstract (&#x0007E;10 additional studies). We also included relevant papers that have cited studies from the initial search (i.e., forward citation search; &#x0007E;15 additional studies), and several topical reviews on behavioral responses to climate change stressors. We then read the abstracts to exclude studies based on the following criteria: (1) while we recognize the large body of knowledge documenting physiological responses to climate change, studies that did not include sensory-based behavioral metrics relevant to predator-prey responses were excluded; (2) we focused on studies examining how cues from predators or prey affected interactions and we excluded any study where the cues eliciting behavior were not obviously connected to prey finding or predator sensing; (3) freshwater studies that did not explicitly test CO<sub>2</sub>-induced acidification (i.e., conditions in naturally acidic streams) were excluded (&#x0007E;5 studies), as acidification in freshwater systems can also occur from acid rain and thus possibly confound analyses in this review; (4) terrestrial studies involving herbivore-plant interactions were not explicitly considered as this is a specific subfield and signaling aspects of climate change effects have been reviewed recently (Pe&#x000F1;uelas and Staudt, <xref ref-type="bibr" rid="B100">2010</xref>; Ode et al., <xref ref-type="bibr" rid="B94">2014</xref>).</p>
<p>We identified 57 studies that matched our criteria and which document an effect of climate change (i.e., warming and/or elevated CO<sub>2</sub>) on a component of the sensory transduction cascade governing predator-prey interactions. We categorized these studies by sensory modality and sensory step affected, species tested, and relevant habitat, and climate change stressor; and we summarized the results of each study (<xref ref-type="table" rid="T1">Table 1</xref>). We synthesize emerging global patterns from these studies below, and we recognize that it is possible that we did not include every study that fit our criteria due to synonymous terminology used to describe these studies. We also included in our discussion papers on general sensory biology relevant to our review that gave insight to sensory processes impacted by climate change.</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Summary of studies on impacts of warming and elevated CO<sub>2</sub> on sensory behavior in predator-prey interactions.</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left"><bold>Study</bold></th>
<th valign="top" align="left"><bold>Modality</bold></th>
<th valign="top" align="left"><bold>Sensory step affected</bold></th>
<th valign="top" align="left"><bold>Focal species (common name)</bold></th>
<th valign="top" align="left"><bold>Organism type</bold></th>
<th valign="top" align="left"><bold>Life stage</bold></th>
<th valign="top" align="left"><bold>Predator/Prey</bold></th>
<th valign="top" align="left"><bold>Metric variable</bold></th>
<th valign="top" align="left"><bold>Ecosystem</bold></th>
<th valign="top" align="left"><bold>Habitat</bold></th>
<th valign="top" align="left"><bold>Stressor(s)</bold></th>
<th valign="top" align="left"><bold>Response</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Luo et al., <xref ref-type="bibr" rid="B72">2013</xref></td>
<td valign="top" align="left">Audition</td>
<td valign="top" align="left">Transmission</td>
<td valign="top" align="left">Multiple species</td>
<td valign="top" align="left">Bat</td>
<td valign="top" align="left">Adult</td>
<td valign="top" align="left">Predator</td>
<td valign="top" align="left">Prey detection volume</td>
<td valign="top" align="left">Terrestrial</td>
<td valign="top" align="left">Tropical/temperate</td>
<td valign="top" align="left">Warming</td>
<td valign="top" align="left">&#x02191;/&#x02193; prey detection volume</td>
</tr>
<tr>
<td valign="top" align="left">Rossi et al., <xref ref-type="bibr" rid="B112">2016a</xref></td>
<td valign="top" align="left">Audition</td>
<td valign="top" align="left">Production</td>
<td valign="top" align="left"><italic>Alpheus novaezelandiae</italic> (snapping shrimp)</td>
<td valign="top" align="left">Crustacean</td>
<td valign="top" align="left">Adult</td>
<td valign="top" align="left">Predator</td>
<td valign="top" align="left">Frequency and intensity of snaps</td>
<td valign="top" align="left">Marine</td>
<td valign="top" align="left">Tropical reef</td>
<td valign="top" align="left">Elevated CO<sub>2</sub></td>
<td valign="top" align="left">&#x02193; snap frequency, &#x02193;/&#x0003D; snap intensity</td>
</tr>
<tr>
<td valign="top" align="left">Simpson et al., <xref ref-type="bibr" rid="B121">2011</xref></td>
<td valign="top" align="left">Audition</td>
<td valign="top" align="left">Processing</td>
<td valign="top" align="left"><italic>Amphiprion percula</italic> (clownfish)</td>
<td valign="top" align="left">Fish</td>
<td valign="top" align="left">Juvenile</td>
<td valign="top" align="left">Prey</td>
<td valign="top" align="left">Avoidance of predator noise</td>
<td valign="top" align="left">Marine</td>
<td valign="top" align="left">Tropical reef</td>
<td valign="top" align="left">Elevated CO<sub>2</sub></td>
<td valign="top" align="left">&#x02193; predator noise avoidance</td>
</tr>
<tr>
<td valign="top" align="left">Kidawa et al., <xref ref-type="bibr" rid="B60">2010</xref></td>
<td valign="top" align="left">Chemosensation</td>
<td valign="top" align="left">Detection/Processing</td>
<td valign="top" align="left"><italic>Odontaster validus</italic> (sea star)</td>
<td valign="top" align="left">Echinoderm</td>
<td valign="top" align="left">Adult</td>
<td valign="top" align="left">Predator</td>
<td valign="top" align="left">Attraction to food cue</td>
<td valign="top" align="left">Marine</td>
<td valign="top" align="left">Antarctic benthos</td>
<td valign="top" align="left">Warming</td>
<td valign="top" align="left">&#x02193; attraction to food cue</td>
</tr>
<tr>
<td valign="top" align="left">Cripps et al., <xref ref-type="bibr" rid="B28">2011</xref></td>
<td valign="top" align="left">Chemosensation</td>
<td valign="top" align="left">Detection/Processing</td>
<td valign="top" align="left"><italic>Pseudochromis fuscus</italic> (dottyback)</td>
<td valign="top" align="left">Fish</td>
<td valign="top" align="left">Adult</td>
<td valign="top" align="left">Predator</td>
<td valign="top" align="left">Attraction to food cue</td>
<td valign="top" align="left">Marine</td>
<td valign="top" align="left">Tropical reef</td>
<td valign="top" align="left">Elevated CO<sub>2</sub></td>
<td valign="top" align="left">&#x02193; attraction to food cue</td>
</tr>
<tr>
<td valign="top" align="left">de la Haye et al., <xref ref-type="bibr" rid="B29">2012</xref></td>
<td valign="top" align="left">Chemosensation</td>
<td valign="top" align="left">Detection/Processing</td>
<td valign="top" align="left"><italic>Pagurus bernhardus</italic> (hermit crab)</td>
<td valign="top" align="left">Crustacean</td>
<td valign="top" align="left">Adult</td>
<td valign="top" align="left">Predator</td>
<td valign="top" align="left">Attraction to food cue</td>
<td valign="top" align="left">Estuarine</td>
<td valign="top" align="left">Temperate rocky intertidal</td>
<td valign="top" align="left">Elevated CO<sub>2</sub></td>
<td valign="top" align="left">&#x02193; attraction to food cue</td>
</tr>
<tr>
<td valign="top" align="left">Majeed et al., <xref ref-type="bibr" rid="B73">2014</xref></td>
<td valign="top" align="left">Chemosensation</td>
<td valign="top" align="left">Detection/Processing</td>
<td valign="top" align="left"><italic>Aedes aegypti</italic> (mosquito)</td>
<td valign="top" align="left">Insect</td>
<td valign="top" align="left">Adult</td>
<td valign="top" align="left">Predator</td>
<td valign="top" align="left">Take-off and location of cue source</td>
<td valign="top" align="left">Terrestrial</td>
<td valign="top" align="left">Tropical/temperate</td>
<td valign="top" align="left">Elevated CO<sub>2</sub></td>
<td valign="top" align="left">&#x02193; take-off and location of cue source</td>
</tr>
<tr>
<td valign="top" align="left">Barry et al., <xref ref-type="bibr" rid="B8">2014</xref></td>
<td valign="top" align="left">Chemosensation</td>
<td valign="top" align="left">Detection/Processing</td>
<td valign="top" align="left"><italic>Strongylocentrotus fragilis</italic> (sea urchin)</td>
<td valign="top" align="left">Echinoderm</td>
<td valign="top" align="left">Adult</td>
<td valign="top" align="left">Predator</td>
<td valign="top" align="left">Foraging time</td>
<td valign="top" align="left">Marine</td>
<td valign="top" align="left">Temperate deep-sea benthos</td>
<td valign="top" align="left">Elevated CO<sub>2</sub></td>
<td valign="top" align="left">&#x02191; foraging time</td>
</tr>
<tr>
<td valign="top" align="left">Queir&#x000F3;s et al., <xref ref-type="bibr" rid="B107">2015</xref></td>
<td valign="top" align="left">Chemosensation</td>
<td valign="top" align="left">Detection/Processing</td>
<td valign="top" align="left"><italic>Nucella lapillus</italic> (dogwhelk)</td>
<td valign="top" align="left">Gastropod</td>
<td valign="top" align="left">Adult</td>
<td valign="top" align="left">Predator</td>
<td valign="top" align="left">Time to locate food source</td>
<td valign="top" align="left">Estuarine</td>
<td valign="top" align="left">Temperate rocky intertidal</td>
<td valign="top" align="left">Elevated CO<sub>2</sub> &#x0002B; Warming</td>
<td valign="top" align="left">&#x02191; time to locate food source</td>
</tr>
<tr>
<td valign="top" align="left">Dixson et al., <xref ref-type="bibr" rid="B30">2015</xref></td>
<td valign="top" align="left">Chemosensation</td>
<td valign="top" align="left">Detection/Processing</td>
<td valign="top" align="left"><italic>Mustelus canis</italic> (smooth dogfish)</td>
<td valign="top" align="left">Shark</td>
<td valign="top" align="left">Adult</td>
<td valign="top" align="left">Predator</td>
<td valign="top" align="left">Attraction to food cue</td>
<td valign="top" align="left">Marine</td>
<td valign="top" align="left">Temperate benthos</td>
<td valign="top" align="left">Elevated CO<sub>2</sub></td>
<td valign="top" align="left">&#x02193; attraction to food cue</td>
</tr>
<tr>
<td valign="top" align="left">Pistevos et al., <xref ref-type="bibr" rid="B101">2015</xref></td>
<td valign="top" align="left">Chemosensation</td>
<td valign="top" align="left">Detection/Processing</td>
<td valign="top" align="left"><italic>Heterodontus portusjacksoni</italic> (Port Jackson shark)</td>
<td valign="top" align="left">Shark</td>
<td valign="top" align="left">Larval, Juvenile</td>
<td valign="top" align="left">Predator</td>
<td valign="top" align="left">Attraction to food cue</td>
<td valign="top" align="left">Marine</td>
<td valign="top" align="left">Temperate reef</td>
<td valign="top" align="left">Elevated CO<sub>2</sub> &#x0002B; Warming</td>
<td valign="top" align="left">&#x02193; attraction to food cue</td>
</tr>
<tr>
<td valign="top" align="left">Natt et al., <xref ref-type="bibr" rid="B90">2017</xref></td>
<td valign="top" align="left">Chemosensation</td>
<td valign="top" align="left">Detection/Processing</td>
<td valign="top" align="left"><italic>Pseudochromis fuscus</italic> (dottyback)</td>
<td valign="top" align="left">Fish</td>
<td valign="top" align="left">Adult</td>
<td valign="top" align="left">Predator</td>
<td valign="top" align="left">Attraction to food cue</td>
<td valign="top" align="left">Marine</td>
<td valign="top" align="left">Tropical reef</td>
<td valign="top" align="left">Elevated CO<sub>2</sub></td>
<td valign="top" align="left">&#x0003D; attraction to food cue</td>
</tr>
<tr>
<td valign="top" align="left">Jiahuan et al., <xref ref-type="bibr" rid="B56">2018</xref></td>
<td valign="top" align="left">Chemosensation</td>
<td valign="top" align="left">Detection/Processing</td>
<td valign="top" align="left"><italic>Acanthopagrus schlegelii</italic> (sea bream)</td>
<td valign="top" align="left">Fish</td>
<td valign="top" align="left">Adult</td>
<td valign="top" align="left">Predator</td>
<td valign="top" align="left">Attraction to food cue</td>
<td valign="top" align="left">Estuarine</td>
<td valign="top" align="left">Temperate reef</td>
<td valign="top" align="left">Elevated CO<sub>2</sub></td>
<td valign="top" align="left">&#x02193; attraction to food cue</td>
</tr>
<tr>
<td valign="top" align="left">Kim et al., <xref ref-type="bibr" rid="B61">2016</xref></td>
<td valign="top" align="left">Chemosensation</td>
<td valign="top" align="left">Detection/Processing</td>
<td valign="top" align="left"><italic>Pagurus tanneri</italic> (hermit crab)</td>
<td valign="top" align="left">Crustacean</td>
<td valign="top" align="left">Adult</td>
<td valign="top" align="left">Predator</td>
<td valign="top" align="left">Time to locate food source</td>
<td valign="top" align="left">Marine</td>
<td valign="top" align="left">Deep-sea benthos</td>
<td valign="top" align="left">Elevated CO<sub>2</sub></td>
<td valign="top" align="left">&#x02191; time to locate food source</td>
</tr>
<tr>
<td valign="top" align="left">Manr&#x000ED;quez et al., <xref ref-type="bibr" rid="B75">2014</xref></td>
<td valign="top" align="left">Chemosensation</td>
<td valign="top" align="left">Detection/Processing</td>
<td valign="top" align="left"><italic>Concholepas concholepas</italic> (muricid snail)</td>
<td valign="top" align="left">Gastropod</td>
<td valign="top" align="left">Juvenile</td>
<td valign="top" align="left">Predator &#x0002B; Prey</td>
<td valign="top" align="left">Prey detection, predator detection</td>
<td valign="top" align="left">Marine</td>
<td valign="top" align="left">Temperate rocky intertidal</td>
<td valign="top" align="left">Elevated CO<sub>2</sub></td>
<td valign="top" align="left">&#x0003D; prey detection, &#x02193; predator detection</td>
</tr>
<tr>
<td valign="top" align="left">Porteus et al., <xref ref-type="bibr" rid="B103">2018</xref></td>
<td valign="top" align="left">Chemosensation</td>
<td valign="top" align="left">Detection/ Processing</td>
<td valign="top" align="left"><italic>Dicentrarchus labrax</italic> (sea bass)</td>
<td valign="top" align="left">Fish</td>
<td valign="top" align="left">Juvenile</td>
<td valign="top" align="left">Predator &#x0002B; Prey</td>
<td valign="top" align="left">Prey detection, predator detection, responses to predator cue (activity, freezing)</td>
<td valign="top" align="left">Estuarine</td>
<td valign="top" align="left">Temperate estuary</td>
<td valign="top" align="left">Elevated CO<sub>2</sub></td>
<td valign="top" align="left">&#x02193; prey detection, &#x02193; predator detection, &#x02193; activity, &#x02191; freezing</td>
</tr>
<tr>
<td valign="top" align="left">Dixson et al., <xref ref-type="bibr" rid="B31">2010</xref></td>
<td valign="top" align="left">Chemosensation</td>
<td valign="top" align="left">Detection/Processing</td>
<td valign="top" align="left"><italic>Amphiprion percula</italic> (clownfish)</td>
<td valign="top" align="left">Fish</td>
<td valign="top" align="left">Larval, Juvenile</td>
<td valign="top" align="left">Prey</td>
<td valign="top" align="left">Avoidance of predator cues</td>
<td valign="top" align="left">Marine</td>
<td valign="top" align="left">Tropical reef</td>
<td valign="top" align="left">Elevated CO<sub>2</sub></td>
<td valign="top" align="left">&#x02193; predator cue avoidance</td>
</tr>
<tr>
<td valign="top" align="left">Munday et al., <xref ref-type="bibr" rid="B85">2010</xref></td>
<td valign="top" align="left">Chemosensation</td>
<td valign="top" align="left">Detection/Processing</td>
<td valign="top" align="left"><italic>Amphiprion percula</italic> (clownfish), <italic>Pomacentrus wardi</italic> (damselfish)</td>
<td valign="top" align="left">Fish</td>
<td valign="top" align="left">Larval, Juvenile</td>
<td valign="top" align="left">Prey</td>
<td valign="top" align="left">Avoidance of predator cues, avoidance of predation</td>
<td valign="top" align="left">Marine</td>
<td valign="top" align="left">Tropical reef</td>
<td valign="top" align="left">Elevated CO<sub>2</sub></td>
<td valign="top" align="left">&#x02193; predator cue avoidance, &#x02191; mortality rates</td>
</tr>
<tr>
<td valign="top" align="left">Nilsson et al., <xref ref-type="bibr" rid="B91">2012</xref></td>
<td valign="top" align="left">Chemosensation</td>
<td valign="top" align="left">Processing</td>
<td valign="top" align="left"><italic>Amphiprion percula</italic> (clownfish), <italic>Pomacentrus wardi</italic> (damselfish)</td>
<td valign="top" align="left">Fish</td>
<td valign="top" align="left">Juvenile</td>
<td valign="top" align="left">Prey</td>
<td valign="top" align="left">Avoidance of predator cue, presence of lateralization</td>
<td valign="top" align="left">Marine</td>
<td valign="top" align="left">Tropical reef</td>
<td valign="top" align="left">Elevated CO<sub>2</sub></td>
<td valign="top" align="left">&#x02193; predator cue avoidance, &#x02193; lateralization</td>
</tr>
<tr>
<td valign="top" align="left">Munday et al., <xref ref-type="bibr" rid="B86">2013</xref></td>
<td valign="top" align="left">Chemosensation</td>
<td valign="top" align="left">Detection/Processing</td>
<td valign="top" align="left"><italic>Plectropomus leopardus</italic> (coral trout)</td>
<td valign="top" align="left">Fish</td>
<td valign="top" align="left">Juvenile</td>
<td valign="top" align="left">Prey</td>
<td valign="top" align="left">Avoidance of predator cue, activity</td>
<td valign="top" align="left">Marine</td>
<td valign="top" align="left">Tropical reef</td>
<td valign="top" align="left">Elevated CO<sub>2</sub></td>
<td valign="top" align="left">&#x02193; avoidance of predator cue, &#x02191; activity</td>
</tr>
<tr>
<td valign="top" align="left">Jutfelt and Hedg&#x000E4;rde, <xref ref-type="bibr" rid="B58">2013</xref></td>
<td valign="top" align="left">Chemosensation</td>
<td valign="top" align="left">Detection/Processing</td>
<td valign="top" align="left"><italic>Gadus morhua</italic> (Atlantic cod)</td>
<td valign="top" align="left">Fish</td>
<td valign="top" align="left">Juvenile</td>
<td valign="top" align="left">Prey</td>
<td valign="top" align="left">Avoidance of predator cue, avoidance of CO2 water</td>
<td valign="top" align="left">Marine</td>
<td valign="top" align="left">Temperate benthos</td>
<td valign="top" align="left">Elevated CO<sub>2</sub></td>
<td valign="top" align="left">&#x0003D; avoidance of predator cue, &#x0003D; avoidance of CO2</td>
</tr>
<tr>
<td valign="top" align="left">Chivers et al., <xref ref-type="bibr" rid="B23">2014</xref></td>
<td valign="top" align="left">Chemosensation</td>
<td valign="top" align="left">Processing</td>
<td valign="top" align="left"><italic>Pomacentrus amboinensis</italic> (damselfish)</td>
<td valign="top" align="left">Fish</td>
<td valign="top" align="left">Juvenile</td>
<td valign="top" align="left">Prey</td>
<td valign="top" align="left">Antipredator responses, learning, survivorship</td>
<td valign="top" align="left">Marine</td>
<td valign="top" align="left">Tropical reef</td>
<td valign="top" align="left">Elevated CO<sub>2</sub></td>
<td valign="top" align="left">&#x02193; antipredator responses, &#x02193; learning, &#x02193; survivorship</td>
</tr>
<tr>
<td valign="top" align="left">Ou et al., <xref ref-type="bibr" rid="B96">2015</xref></td>
<td valign="top" align="left">Chemosensation</td>
<td valign="top" align="left">Detection, Processing</td>
<td valign="top" align="left"><italic>Oncorhynchus gorbuscha</italic> (pink salmon)</td>
<td valign="top" align="left">Fish</td>
<td valign="top" align="left">Larval, Juvenile</td>
<td valign="top" align="left">Prey</td>
<td valign="top" align="left">Avoidance of chemical alarm cue, anxiety</td>
<td valign="top" align="left">Freshwater</td>
<td valign="top" align="left">Temperate stream</td>
<td valign="top" align="left">Elevated CO<sub>2</sub></td>
<td valign="top" align="left">&#x02193; avoidance of chemical alarm cue, &#x02193; anxiety</td>
</tr>
<tr>
<td valign="top" align="left">Heuer et al., <xref ref-type="bibr" rid="B49">2016</xref></td>
<td valign="top" align="left">Chemosensation</td>
<td valign="top" align="left">Processing</td>
<td valign="top" align="left"><italic>Acanthochromis polyacanthus</italic> (damselfish)</td>
<td valign="top" align="left">Fish</td>
<td valign="top" align="left">Adult</td>
<td valign="top" align="left">Prey</td>
<td valign="top" align="left">Avoidance of chemical alarm cue</td>
<td valign="top" align="left">Marine</td>
<td valign="top" align="left">Tropical reef</td>
<td valign="top" align="left">Elevated CO<sub>2</sub></td>
<td valign="top" align="left">&#x02193; avoidance of chemical alarm cue</td>
</tr>
<tr>
<td valign="top" align="left">Tix et al., <xref ref-type="bibr" rid="B132">2017</xref></td>
<td valign="top" align="left">Chemosensation</td>
<td valign="top" align="left">Detection/Processing</td>
<td valign="top" align="left"><italic>Pimephales promelas</italic> (fathead minnow), <italic>Hypophthalmichthys molitrix</italic> (silver carp)</td>
<td valign="top" align="left">Fish</td>
<td valign="top" align="left">Adult</td>
<td valign="top" align="left">Prey</td>
<td valign="top" align="left">Antipredator response to chemical alarm cue</td>
<td valign="top" align="left">Freshwater</td>
<td valign="top" align="left">Temperate pond/river</td>
<td valign="top" align="left">Elevated CO<sub>2</sub></td>
<td valign="top" align="left">&#x02193;/&#x0003D; response of chemical alarm cue</td>
</tr>
<tr>
<td valign="top" align="left">Sundin et al., <xref ref-type="bibr" rid="B127">2017</xref></td>
<td valign="top" align="left">Chemosensation</td>
<td valign="top" align="left">Detection/Processing</td>
<td valign="top" align="left"><italic>Acanthochromis polyacanthus</italic> (damselfish)</td>
<td valign="top" align="left">Fish</td>
<td valign="top" align="left">Juvenile</td>
<td valign="top" align="left">Prey</td>
<td valign="top" align="left">Reduction of activity after predator chemical cue</td>
<td valign="top" align="left">Marine</td>
<td valign="top" align="left">Tropical reef</td>
<td valign="top" align="left">Elevated CO<sub>2</sub></td>
<td valign="top" align="left">&#x0003D; reduction of activity after predator chemical cue</td>
</tr>
<tr>
<td valign="top" align="left">Boullis et al., <xref ref-type="bibr" rid="B13">2017</xref></td>
<td valign="top" align="left">Chemosensation</td>
<td valign="top" align="left">Production, Detection, Processing</td>
<td valign="top" align="left"><italic>Acyrthosiphon pisum</italic> (pea aphid)</td>
<td valign="top" align="left">Insect</td>
<td valign="top" align="left">All</td>
<td valign="top" align="left">Prey</td>
<td valign="top" align="left">Production, emission, detection, and response of chemical alarm cue</td>
<td valign="top" align="left">Terrestrial</td>
<td valign="top" align="left">Legume crops</td>
<td valign="top" align="left">Elevated CO<sub>2</sub></td>
<td valign="top" align="left">&#x02193; production, &#x02193; emission, &#x0003D; detection, &#x02193;/&#x0003D; response to chemical alarm cue</td>
</tr>
<tr>
<td valign="top" align="left">McCormick et al., <xref ref-type="bibr" rid="B76">2017</xref></td>
<td valign="top" align="left">Chemosensation</td>
<td valign="top" align="left">Transmission</td>
<td valign="top" align="left"><italic>Pomacentrus amboinensis</italic> (damselfish)</td>
<td valign="top" align="left">Fish</td>
<td valign="top" align="left">Juvenile</td>
<td valign="top" align="left">Prey</td>
<td valign="top" align="left">Antipredator response to chemical alarm cue</td>
<td valign="top" align="left">Marine</td>
<td valign="top" align="left">Tropical reef</td>
<td valign="top" align="left">Habitat degradation (&#x0201C;Elevated CO<sub>2</sub> &#x0002B; Warming&#x0201D;)</td>
<td valign="top" align="left">&#x02193; response to chemical alarm cue</td>
</tr>
<tr>
<td valign="top" align="left">Cattano et al., <xref ref-type="bibr" rid="B20">2017</xref></td>
<td valign="top" align="left">Chemosensation</td>
<td valign="top" align="left">Detection/Processing</td>
<td valign="top" align="left"><italic>Symphodus ocellatus</italic> (wrasse)</td>
<td valign="top" align="left">Fish</td>
<td valign="top" align="left">Juvenile</td>
<td valign="top" align="left">Prey</td>
<td valign="top" align="left">Avoidance of predator cue</td>
<td valign="top" align="left">Marine</td>
<td valign="top" align="left">Temperate reef</td>
<td valign="top" align="left">Elevated CO<sub>2</sub></td>
<td valign="top" align="left">&#x0003D; avoidance of predator cue</td>
</tr>
<tr>
<td valign="top" align="left">Boullis et al., <xref ref-type="bibr" rid="B12">2018</xref></td>
<td valign="top" align="left">Chemosensation</td>
<td valign="top" align="left">Production</td>
<td valign="top" align="left"><italic>Acyrthosiphon pisum</italic> (pea aphid)</td>
<td valign="top" align="left">Insect</td>
<td valign="top" align="left">All</td>
<td valign="top" align="left">Prey</td>
<td valign="top" align="left">Quantity and quality of kairomones</td>
<td valign="top" align="left">Terrestrial</td>
<td valign="top" align="left">Legume crops</td>
<td valign="top" align="left">Elevated CO<sub>2</sub></td>
<td valign="top" align="left">&#x02193; quantity, &#x00394; composition of kairomones</td>
</tr>
<tr>
<td valign="top" align="left">Andrade et al., <xref ref-type="bibr" rid="B5">2018</xref></td>
<td valign="top" align="left">Chemosensation</td>
<td valign="top" align="left">Detection/Processing</td>
<td valign="top" align="left"><italic>Citharichthys stigmaeus</italic> (flatfish)</td>
<td valign="top" align="left">Fish</td>
<td valign="top" align="left">Juvenile</td>
<td valign="top" align="left">Prey</td>
<td valign="top" align="left">Foraging response to alarm cue</td>
<td valign="top" align="left">Marine</td>
<td valign="top" align="left">Temperate benthos</td>
<td valign="top" align="left">Elevated CO<sub>2</sub></td>
<td valign="top" align="left">&#x0003D; foraging response to alarm cue</td>
</tr>
<tr>
<td valign="top" align="left">McMahon et al., <xref ref-type="bibr" rid="B79">2018</xref></td>
<td valign="top" align="left">Chemosensation</td>
<td valign="top" align="left">Detection/Processing</td>
<td valign="top" align="left"><italic>Amphiprion percula</italic> (clownfish)</td>
<td valign="top" align="left">Fish</td>
<td valign="top" align="left">Juvenile</td>
<td valign="top" align="left">Prey</td>
<td valign="top" align="left">Reduction of foraging after predator chemical cue</td>
<td valign="top" align="left">Marine</td>
<td valign="top" align="left">Tropical reef</td>
<td valign="top" align="left">Elevated CO<sub>2</sub></td>
<td valign="top" align="left">&#x02193; reduction of foraging</td>
</tr>
<tr>
<td valign="top" align="left">Williams et al., <xref ref-type="bibr" rid="B146">2018</xref></td>
<td valign="top" align="left">Chemosensation</td>
<td valign="top" align="left">Processing</td>
<td valign="top" align="left"><italic>Oncorhynchus kisutch</italic> (salmon)</td>
<td valign="top" align="left">Fish</td>
<td valign="top" align="left">Juvenile</td>
<td valign="top" align="left">Prey</td>
<td valign="top" align="left">Avoidance of alarm cue</td>
<td valign="top" align="left">Marine</td>
<td valign="top" align="left">Temperate coastal</td>
<td valign="top" align="left">Elevated CO<sub>2</sub></td>
<td valign="top" align="left">&#x02193; avoidance of alarm cue</td>
</tr>
<tr>
<td valign="top" align="left">Abboud et al., <xref ref-type="bibr" rid="B1">2019</xref></td>
<td valign="top" align="left">Chemosensation</td>
<td valign="top" align="left">Detection/Processing</td>
<td valign="top" align="left"><italic>Physella columbiana</italic> (snail), <italic>Daphnia magna</italic> (daphnid)</td>
<td valign="top" align="left">Gastropod, Crustacean</td>
<td valign="top" align="left">Adult</td>
<td valign="top" align="left">Prey</td>
<td valign="top" align="left">Activity, shelter use</td>
<td valign="top" align="left">Freshwater</td>
<td valign="top" align="left">Temperate pond/lake</td>
<td valign="top" align="left">Elevated CO<sub>2</sub></td>
<td valign="top" align="left">&#x02193; activity, &#x02193; shelter use</td>
</tr>
<tr>
<td valign="top" align="left">Munday et al., <xref ref-type="bibr" rid="B87">2016</xref></td>
<td valign="top" align="left">Chemosensation, Mechanosensation, Neural Processing</td>
<td valign="top" align="left">Processing</td>
<td valign="top" align="left"><italic>Amphiprion percula</italic> (clownfish), <italic>Pomacentrus amboinensis</italic> (damselfish)</td>
<td valign="top" align="left">Fish</td>
<td valign="top" align="left">Larval</td>
<td valign="top" align="left">Prey</td>
<td valign="top" align="left">Avoidance of predator cue, escape response</td>
<td valign="top" align="left">Marine</td>
<td valign="top" align="left">Tropical reef</td>
<td valign="top" align="left">Elevated CO<sub>2</sub></td>
<td valign="top" align="left">&#x02193;/&#x0003D; avoidance of predator cue, &#x02193; escape response</td>
</tr>
<tr>
<td valign="top" align="left">Pistevos et al., <xref ref-type="bibr" rid="B102">2017</xref></td>
<td valign="top" align="left">Chemosensation, Vision</td>
<td valign="top" align="left">Detection/Processing</td>
<td valign="top" align="left"><italic>Heterodontus portusjacksoni</italic> (Port Jackson shark)</td>
<td valign="top" align="left">Shark</td>
<td valign="top" align="left">Larval, Juvenile</td>
<td valign="top" align="left">Predator</td>
<td valign="top" align="left">Attraction to food cue</td>
<td valign="top" align="left">Marine</td>
<td valign="top" align="left">Temperate reef</td>
<td valign="top" align="left">Elevated CO<sub>2</sub> &#x0002B; Warming</td>
<td valign="top" align="left">&#x02191;/&#x0003D; attraction to food cue</td>
</tr>
<tr>
<td valign="top" align="left">McCormick and L&#x000F6;nnstedt, <xref ref-type="bibr" rid="B77">2013</xref></td>
<td valign="top" align="left">Chemosensation, Vision</td>
<td valign="top" align="left">Transmission</td>
<td valign="top" align="left"><italic>Pomacentrus amboinensis</italic> (damselfish)</td>
<td valign="top" align="left">Fish</td>
<td valign="top" align="left">Juvenile</td>
<td valign="top" align="left">Predator &#x0002B; Prey</td>
<td valign="top" align="left">Feeding rate, risk assessment</td>
<td valign="top" align="left">Marine</td>
<td valign="top" align="left">Tropical reef</td>
<td valign="top" align="left">Habitat degradation (&#x0201C;Elevated CO<sub>2</sub> &#x0002B; Warming&#x0201D;)</td>
<td valign="top" align="left">&#x02191; feeding rate, &#x02191; risk assessment</td>
</tr>
<tr>
<td valign="top" align="left">Manciocco et al., <xref ref-type="bibr" rid="B74">2015</xref></td>
<td valign="top" align="left">Chemosensation, Vision</td>
<td valign="top" align="left">Processing</td>
<td valign="top" align="left"><italic>Dicentrarchus labrax</italic> (sea bass)</td>
<td valign="top" align="left">Fish</td>
<td valign="top" align="left">Juvenile</td>
<td valign="top" align="left">Predator &#x0002B; Prey</td>
<td valign="top" align="left">Attraction to food cue, avoidance of visual aversive cue</td>
<td valign="top" align="left">Estuarine</td>
<td valign="top" align="left">Temperate estuary</td>
<td valign="top" align="left">Warming</td>
<td valign="top" align="left">&#x02191; attraction to food cue, &#x02191; avoidance of visual aversive cue</td>
</tr>
<tr>
<td valign="top" align="left">Goldenberg et al., <xref ref-type="bibr" rid="B44">2018</xref></td>
<td valign="top" align="left">Chemosensation, Vision</td>
<td valign="top" align="left">Detection/Processing</td>
<td valign="top" align="left">Multiple species</td>
<td valign="top" align="left">Fish, Crustacean</td>
<td valign="top" align="left">Adult</td>
<td valign="top" align="left">Predator &#x0002B; Prey</td>
<td valign="top" align="left">Attraction to food cues, avoidance of predator cues</td>
<td valign="top" align="left">Marine</td>
<td valign="top" align="left">Temperate rocky reef, seagrass, open sand</td>
<td valign="top" align="left">Elevated CO<sub>2</sub> &#x0002B; Warming</td>
<td valign="top" align="left">&#x02193;/&#x0003D; attraction to food cues, &#x02193;/&#x0003D; avoidance of predator cues</td>
</tr>
<tr>
<td valign="top" align="left">L&#x000F6;nnstedt et al., <xref ref-type="bibr" rid="B70">2013b</xref></td>
<td valign="top" align="left">Chemosensation, Vision</td>
<td valign="top" align="left">Detection/Processing</td>
<td valign="top" align="left"><italic>Pomacentrus amboinensis</italic> (damselfish)</td>
<td valign="top" align="left">Fish</td>
<td valign="top" align="left">Juvenile</td>
<td valign="top" align="left">Prey</td>
<td valign="top" align="left">Antipredator responses (foraging, activity, area use, bobbing behavior)</td>
<td valign="top" align="left">Marine</td>
<td valign="top" align="left">Tropical reef</td>
<td valign="top" align="left">Elevated CO<sub>2</sub></td>
<td valign="top" align="left">&#x02193;/&#x0003D; antipredator responses</td>
</tr>
<tr>
<td valign="top" align="left">L&#x000F6;nnstedt et al., <xref ref-type="bibr" rid="B69">2013a</xref></td>
<td valign="top" align="left">Chemosensation, Vision</td>
<td valign="top" align="left">Transmission</td>
<td valign="top" align="left"><italic>Pomacentrus amboinensis</italic> (damselfish)</td>
<td valign="top" align="left">Fish</td>
<td valign="top" align="left">Juvenile</td>
<td valign="top" align="left">Prey</td>
<td valign="top" align="left">Antipredator responses (reductions in feeding and activity)</td>
<td valign="top" align="left">Marine</td>
<td valign="top" align="left">Tropical reef</td>
<td valign="top" align="left">Habitat degradation (&#x0201C;Elevated CO<sub>2</sub> &#x0002B; Warming&#x0201D;)</td>
<td valign="top" align="left">&#x02193; antipredator responses</td>
</tr>
<tr>
<td valign="top" align="left">Charpentier and Cohen, <xref ref-type="bibr" rid="B21">2016</xref></td>
<td valign="top" align="left">Chemosensation, Vision</td>
<td valign="top" align="left">Detection/Processing</td>
<td valign="top" align="left"><italic>Hemigrapsus sanguineus</italic> (shore crab)</td>
<td valign="top" align="left">Crustacean</td>
<td valign="top" align="left">Larval</td>
<td valign="top" align="left">Prey</td>
<td valign="top" align="left">Photosensitivity to predator kairomone</td>
<td valign="top" align="left">Estuarine</td>
<td valign="top" align="left">Temperate estuary</td>
<td valign="top" align="left">Elevated CO<sub>2</sub></td>
<td valign="top" align="left">&#x02193; Photo-sensitivity to predator kairomone</td>
</tr>
<tr>
<td valign="top" align="left">Sundin and Jutfelt, <xref ref-type="bibr" rid="B128">2016</xref></td>
<td valign="top" align="left">Chemosensation, Vision/Neural processing</td>
<td valign="top" align="left">Detection/Processing</td>
<td valign="top" align="left"><italic>Ctenolabrus rupestris</italic> (goldsinny wrasse)</td>
<td valign="top" align="left">Fish</td>
<td valign="top" align="left">Juvenile</td>
<td valign="top" align="left">Predator &#x0002B; Prey</td>
<td valign="top" align="left">Attraction to food cue, avoidance of predator cue, lateralization</td>
<td valign="top" align="left">Marine</td>
<td valign="top" align="left">Temperate rocky reef</td>
<td valign="top" align="left">Elevated CO<sub>2</sub></td>
<td valign="top" align="left">&#x0003D; attraction to food cue, &#x02193; avoidance of predator cue, &#x0003D; lateralization</td>
</tr>
<tr>
<td valign="top" align="left">Welch et al., <xref ref-type="bibr" rid="B144">2014</xref></td>
<td valign="top" align="left">Chemosensation, Vision/Neural processing</td>
<td valign="top" align="left">Detection/Processing</td>
<td valign="top" align="left"><italic>Acanthochromis polyacanthus</italic> (damselfish)</td>
<td valign="top" align="left">Fish</td>
<td valign="top" align="left">All</td>
<td valign="top" align="left">Prey</td>
<td valign="top" align="left">Avoidance of chemical alarm cue, behavioral lateralization</td>
<td valign="top" align="left">Marine</td>
<td valign="top" align="left">Tropical reef</td>
<td valign="top" align="left">Elevated CO<sub>2</sub></td>
<td valign="top" align="left">&#x02193; avoidance of chemical alarm cue, &#x02193; lateralization</td>
</tr>
<tr>
<td valign="top" align="left">Jarrold et al., <xref ref-type="bibr" rid="B53">2017</xref></td>
<td valign="top" align="left">Chemosensation, Vision/Neural processing</td>
<td valign="top" align="left">Detection/Processing</td>
<td valign="top" align="left"><italic>Acanthochromis polyacanthus</italic> (damselfish), <italic>Amphiprion percula</italic> (clownfish)</td>
<td valign="top" align="left">Fish</td>
<td valign="top" align="left">Juvenile</td>
<td valign="top" align="left">Prey</td>
<td valign="top" align="left">Avoidance of predator cue, behavioral lateralization</td>
<td valign="top" align="left">Marine</td>
<td valign="top" align="left">Tropical reef</td>
<td valign="top" align="left">Elevated CO<sub>2</sub></td>
<td valign="top" align="left">&#x02193;/&#x0003D; avoidance of predator cue, &#x02193;/&#x0003D; lateralization</td>
</tr>
<tr>
<td valign="top" align="left">Wang et al., <xref ref-type="bibr" rid="B135">2017</xref></td>
<td valign="top" align="left">Mechanosensation</td>
<td valign="top" align="left">Detection/Processing</td>
<td valign="top" align="left"><italic>Oryzias melastigma</italic> (medaka)</td>
<td valign="top" align="left">Fish</td>
<td valign="top" align="left">Larval</td>
<td valign="top" align="left">Prey</td>
<td valign="top" align="left">Startle response</td>
<td valign="top" align="left">Estuarine</td>
<td valign="top" align="left">Tropical estuary</td>
<td valign="top" align="left">Elevated CO<sub>2</sub></td>
<td valign="top" align="left">&#x02193; startle response</td>
</tr>
<tr>
<td valign="top" align="left">Warren et al., <xref ref-type="bibr" rid="B138">2017</xref></td>
<td valign="top" align="left">Mechanosensation</td>
<td valign="top" align="left">Detection/Processing</td>
<td valign="top" align="left"><italic>Pomacentrus moluccensis, P. amboinensis</italic> (damselfish)</td>
<td valign="top" align="left">Fish</td>
<td valign="top" align="left">Juvenile</td>
<td valign="top" align="left">Prey</td>
<td valign="top" align="left">Escape response</td>
<td valign="top" align="left">Marine</td>
<td valign="top" align="left">Tropical reef</td>
<td valign="top" align="left">Warming</td>
<td valign="top" align="left">&#x02191;/&#x0003D; directionality and escape response</td>
</tr>
<tr>
<td valign="top" align="left">Jarrold and Munday, <xref ref-type="bibr" rid="B54">2018</xref></td>
<td valign="top" align="left">Mechanosensation, Vision/Neural Processing</td>
<td valign="top" align="left">Detection/Processing</td>
<td valign="top" align="left"><italic>Acanthochromis polyacanthus</italic> (damselfish)</td>
<td valign="top" align="left">Fish</td>
<td valign="top" align="left">Juvenile</td>
<td valign="top" align="left">Prey</td>
<td valign="top" align="left">Fast starts, lateralization</td>
<td valign="top" align="left">Marine</td>
<td valign="top" align="left">Tropical reef</td>
<td valign="top" align="left">Elevated CO<sub>2</sub> &#x0002B; Warming</td>
<td valign="top" align="left">&#x02191;/&#x0003D; fast starts, &#x02193;/&#x0003D; lateralization</td>
</tr>
<tr>
<td valign="top" align="left">Coker et al., <xref ref-type="bibr" rid="B26">2009</xref></td>
<td valign="top" align="left">Vision</td>
<td valign="top" align="left">Transmission</td>
<td valign="top" align="left"><italic>Pseudochromis fuscus</italic> (dottyback)</td>
<td valign="top" align="left">Fish</td>
<td valign="top" align="left">Adult</td>
<td valign="top" align="left">Predator</td>
<td valign="top" align="left">Predation rate</td>
<td valign="top" align="left">Marine</td>
<td valign="top" align="left">Tropical reef</td>
<td valign="top" align="left">Habitat degradation (&#x0201C;Warming&#x0201D;)</td>
<td valign="top" align="left">&#x02191; predation rate</td>
</tr>
<tr>
<td valign="top" align="left">Allan et al., <xref ref-type="bibr" rid="B3">2013</xref></td>
<td valign="top" align="left">Vision</td>
<td valign="top" align="left">Production, Processing</td>
<td valign="top" align="left"><italic>Pseudochromis fuscus</italic> (dottyback predator), <italic>Pomacentrus amboinensis</italic> (damselfish prey)</td>
<td valign="top" align="left">Fish</td>
<td valign="top" align="left">Adult, Juvenile</td>
<td valign="top" align="left">Predator &#x0002B; Prey</td>
<td valign="top" align="left">Attack distance, predation rate, reactive distance, looming threshold</td>
<td valign="top" align="left">Marine</td>
<td valign="top" align="left">Tropical reef</td>
<td valign="top" align="left">Elevated CO<sub>2</sub></td>
<td valign="top" align="left">&#x0003D; predator success, &#x02193; reactive distance, &#x02191; looming threshold</td>
</tr>
<tr>
<td valign="top" align="left">Allan et al., <xref ref-type="bibr" rid="B4">2017</xref></td>
<td valign="top" align="left">Vision</td>
<td valign="top" align="left">Production, Processing</td>
<td valign="top" align="left"><italic>Pseudochromis fuscus</italic> (dottyback predator), <italic>Pomacentrus wardi</italic> (damselfish prey)</td>
<td valign="top" align="left">Fish</td>
<td valign="top" align="left">Adult, Juvenile</td>
<td valign="top" align="left">Predator &#x0002B; Prey</td>
<td valign="top" align="left">Attack rate, predation rate, reactive distance, looming threshold</td>
<td valign="top" align="left">Marine</td>
<td valign="top" align="left">Tropical reef</td>
<td valign="top" align="left">Elevated CO<sub>2</sub> &#x0002B; Warming</td>
<td valign="top" align="left">&#x02191; predator success, &#x02193; prey reactive distance, &#x02191; looming threshold</td>
</tr>
<tr>
<td valign="top" align="left">McCormick et al., <xref ref-type="bibr" rid="B78">2018</xref></td>
<td valign="top" align="left">Vision</td>
<td valign="top" align="left">Production, Processing</td>
<td valign="top" align="left"><italic>Pseudochromis fuscus</italic> (dottyback predator), <italic>Pomacentrus wardi</italic> (damselfish prey)</td>
<td valign="top" align="left">Fish</td>
<td valign="top" align="left">Adult, Juvenile</td>
<td valign="top" align="left">Predator &#x0002B; Prey</td>
<td valign="top" align="left">Attack distance, predation rate, reactive distance, looming threshold</td>
<td valign="top" align="left">Marine</td>
<td valign="top" align="left">Tropical reef</td>
<td valign="top" align="left">Elevated CO<sub>2</sub></td>
<td valign="top" align="left">&#x0003D; predator success, &#x02193; reactive distance, &#x02193; looming threshold</td>
</tr>
<tr>
<td valign="top" align="left">Ferrari et al., <xref ref-type="bibr" rid="B39">2012</xref></td>
<td valign="top" align="left">Vision</td>
<td valign="top" align="left">Detection/Processing</td>
<td valign="top" align="left"><italic>Pomacentrus amboinensis</italic> (damselfish)</td>
<td valign="top" align="left">Fish</td>
<td valign="top" align="left">Juvenile</td>
<td valign="top" align="left">Prey</td>
<td valign="top" align="left">Antipredator responses (foraging, activity, area use, bobbing behavior)</td>
<td valign="top" align="left">Marine</td>
<td valign="top" align="left">Tropical reef</td>
<td valign="top" align="left">Elevated CO<sub>2</sub></td>
<td valign="top" align="left">&#x02193; antipredator responses</td>
</tr>
<tr>
<td valign="top" align="left">Chung et al., <xref ref-type="bibr" rid="B25">2014</xref></td>
<td valign="top" align="left">Vision</td>
<td valign="top" align="left">Detection</td>
<td valign="top" align="left"><italic>Acanthochromis polyacanthus</italic> (damselfish)</td>
<td valign="top" align="left">Fish</td>
<td valign="top" align="left">Adult</td>
<td valign="top" align="left">Prey</td>
<td valign="top" align="left">Retinal response</td>
<td valign="top" align="left">Marine</td>
<td valign="top" align="left">Tropical reef</td>
<td valign="top" align="left">Elevated CO<sub>2</sub></td>
<td valign="top" align="left">&#x02193; retinal response</td>
</tr>
<tr>
<td valign="top" align="left">Spady et al., <xref ref-type="bibr" rid="B124">2014</xref></td>
<td valign="top" align="left">Vision</td>
<td valign="top" align="left">Production, Detection/Processing</td>
<td valign="top" align="left"><italic>Idiosepius pygmaeus</italic> (squid)</td>
<td valign="top" align="left">Squid</td>
<td valign="top" align="left">Adult</td>
<td valign="top" align="left">Prey</td>
<td valign="top" align="left">Activity, Defense posture, Escape response</td>
<td valign="top" align="left">Marine</td>
<td valign="top" align="left">Tropical</td>
<td valign="top" align="left">Elevated CO<sub>2</sub></td>
<td valign="top" align="left">&#x02191; activity, &#x02193; defense posture, &#x02191; escape response</td>
</tr>
<tr>
<td valign="top" align="left">Jutfelt et al., <xref ref-type="bibr" rid="B57">2013</xref></td>
<td valign="top" align="left">Vision/Neural processing</td>
<td valign="top" align="left">Detection/Processing</td>
<td valign="top" align="left"><italic>Gasterosteus aculeatus</italic> (three-spined stickleback)</td>
<td valign="top" align="left">Fish</td>
<td valign="top" align="left">Adult</td>
<td valign="top" align="left">Prey</td>
<td valign="top" align="left">Behavioral lateralization, escape time</td>
<td valign="top" align="left">Estuarine</td>
<td valign="top" align="left">Temperate, multiple</td>
<td valign="top" align="left">Elevated CO<sub>2</sub></td>
<td valign="top" align="left">&#x02193; lateralization, &#x02191; escape time</td>
</tr>
<tr>
<td valign="top" align="left">N&#x000E4;slund et al., <xref ref-type="bibr" rid="B89">2015</xref></td>
<td valign="top" align="left">Vision/Neural processing</td>
<td valign="top" align="left">Detection/Processing</td>
<td valign="top" align="left"><italic>Gasterosteus aculeatus</italic> (three-spined stickleback)</td>
<td valign="top" align="left">Fish</td>
<td valign="top" align="left">Adult</td>
<td valign="top" align="left">Prey</td>
<td valign="top" align="left">Shelter use, freezing behavior, behavioral lateralization</td>
<td valign="top" align="left">Estuarine</td>
<td valign="top" align="left">Temperate, multiple</td>
<td valign="top" align="left">Elevated CO<sub>2</sub></td>
<td valign="top" align="left">&#x0003D; shelter use, &#x02191; freezing behavior, &#x02193; lateralization</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>The table highlights sensory modality, sensory step affected (see <xref ref-type="fig" rid="F1">Figure 1</xref>), focal species with life stage and predator/prey role(s), variable measured (with emphasis on behavior), ecosystem, habitat, stressor(s), and observed responses</italic>.</p>
</table-wrap-foot>
</table-wrap>
<p>One emerging pattern identified from our analysis is that warming and elevated CO<sub>2</sub> affect interactions targeting different components of the sensory transduction pathway: warming largely will affect consumptive effects by physiological changes in activity and metabolic rates (with some effects on cue production, transmission, and reception), while elevated CO<sub>2</sub> largely can affect non-consumptive effects by behavioral changes in the sensory transduction pathway (with some effects on metabolism), changing various aspects of predator-prey information exchange (<xref ref-type="fig" rid="F1">Figure 1</xref>). However, many investigations only examine behavioral endpoints and not specific mechanisms, and literature is biased toward a few environments and taxonomic groups, preventing robust generalizations. Further, the ecological consequences often will depend on how both predator and prey are affected, since both use information about the presence of the other to regulate their behavior. Almost no studies examine how the sensory ecology of predator-prey interactions may or may not change when predators and prey both are challenged with warming and/or elevated CO<sub>2</sub>. We discuss these issues below and how climate change stressors affect information exchange and interactions governed by specific modalities.</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>Effects of global warming and elevated CO<sub>2</sub> on the sensory transduction pathway governing predator-prey interactions. The sender controls cue production and emission into the environment, which modulates cue transmission to the receiver. The receiver controls detection and processing of cue to determine behavioral response. Elevated CO<sub>2</sub> can directly affect sensory behavior via changes in cue production by the sender, transmission through the environment, and detection and processing by the receiver. Warming can affect cue production indirectly via physiological changes in activity and metabolic rates and can directly affect cue transmission. Note in this depiction that the sender is predator and the receiver is prey, but cues also pass from prey to predator so the roles also can be reversed. Symbols for diagrams courtesy of the Integration and Application Network, University of Maryland Center for Environmental Science (<ext-link ext-link-type="uri" xlink:href="http://www.ian.umces.edu/symbols">ian.umces.edu/symbols</ext-link>).</p></caption>
<graphic xlink:href="fevo-07-00072-g0001.tif"/>
</fig></sec>
<sec id="s3">
<title>Direct vs. Indirect Sensory Effects</title>
<p>On a basic level we may distinguish effects of climate change that depend on general changes to metabolic processes vs. those that operate by changing the production, transmission, and reception of sensory cues (<xref ref-type="fig" rid="F1">Figure 1</xref>). Increased temperatures may change predator-prey interactions by increasing metabolic rates of predators, therefore increasing foraging demand in order to meet the same requirements for a given growth rate. This has been demonstrated in multiple species of fish and crustacean consumers (Wu et al., <xref ref-type="bibr" rid="B147">2017</xref>; Goldenberg et al., <xref ref-type="bibr" rid="B44">2018</xref>) and sharks (Pistevos et al., <xref ref-type="bibr" rid="B101">2015</xref>). A similar phenomenon occurs in prey species, although the effect is reversed; warming has been shown to reduce prey activity (Kidawa et al., <xref ref-type="bibr" rid="B60">2010</xref>) and suppress prey metabolism (Paganini et al., <xref ref-type="bibr" rid="B98">2014</xref>), potentially reducing escape responses from predators. Since predator consumptive effects are based on activity levels of both predator and prey, warming may increase predator consumptive effects via changes to metabolic processes (but see Miller et al., <xref ref-type="bibr" rid="B82">2014</xref> for warming increasing non-consumptive effects). However, activity level also may affect the production of sensory cues that mediate predator-prey interactions. Movement, for instance, produces mechanical and visual cues that both predators and prey may use. Thus, warming may indirectly affect cue production via changes in metabolism or activity and has some direct effects on cue transmission (see below).</p>
<p>Elevated CO<sub>2</sub> can affect directly all elements in the transduction cascade and may strongly impact sensory processes in receivers that determine the ability of animals to detect and process cues, although this conclusion is based on limited studies focused on chemosensation (<xref ref-type="table" rid="T1">Table 1</xref>). Both predators and prey may be affected. Smooth dogfish shark predators <italic>(Mustelus canis</italic>) in high CO<sub>2</sub> conditions avoid food chemical cues while their general activity levels remain unaffected, suggesting a deficit in processing (Dixson et al., <xref ref-type="bibr" rid="B30">2015</xref>). Elevated CO<sub>2</sub> also can decrease foraging success of Port Jackson shark predators <italic>(Heterodontus portusjacksoni)</italic> by dramatically increasing time to chemically locate prey (although it is unclear if this is a result of changes to cue production, detection or processing), thus leading to reduced growth rates overall (Pistevos et al., <xref ref-type="bibr" rid="B101">2015</xref>). Prey species also may show reduced ability to identify predators, leading to behaviors that increase their susceptibility. Pea aphids under increased CO<sub>2</sub> produce less alarm pheromone and respond less when exposed to alarm pheromones (Boullis et al., <xref ref-type="bibr" rid="B13">2017</xref>). Simpson et al. (<xref ref-type="bibr" rid="B121">2011</xref>) report that high CO<sub>2</sub> reduces the response of clown fish to predator sounds, and degraded reefs are known to have significantly different sound scales than healthy ones (Gordon et al., <xref ref-type="bibr" rid="B45">2018</xref>). Elevated CO<sub>2</sub> also decreases the intensity of anti-predator behaviors in juvenile damselfish in response to visual predation risk (Ferrari et al., <xref ref-type="bibr" rid="B39">2012</xref>).</p>
<p>Elevated CO<sub>2</sub> may cause some indirect physiological effects with behavioral consequences for predator-prey interactions. High CO<sub>2</sub> levels can indirectly decrease foraging success of brown crab predators (<italic>Cancer pagurus</italic>) through increased resting metabolic rates and thus less energy allocated to foraging behavior (Wang et al., <xref ref-type="bibr" rid="B136">2018</xref>). Thick shell mussels (<italic>Mytilus coruscus</italic>) also experience reduced excretion rates in elevated CO<sub>2</sub> conditions, which may indirectly affect chemical cues used by predators although this has not been tested (Wang et al., <xref ref-type="bibr" rid="B137">2015</xref>). Despite substantial studies on physiological changes in response to climate change stressors (P&#x000F6;rtner and Farrell, <xref ref-type="bibr" rid="B104">2008</xref>; Kroeker et al., <xref ref-type="bibr" rid="B62">2013</xref>), it is not yet clear how often these indirect effects occur or their importance in the sensory transduction pathway.</p></sec>
<sec id="s4">
<title>Sensory Properties and Modalities</title>
<p>Sensory behavior involves information transfer via a series of steps from the sender to receiver: production and release of cue, transmission through the environment, detection and processing of cue (collectively known as cue reception), and behavioral response (<xref ref-type="fig" rid="F1">Figure 1</xref>, <xref ref-type="table" rid="T1">Table 1</xref>). These steps are all important in regulating predator-prey interactions (Weissburg et al., <xref ref-type="bibr" rid="B141">2014</xref>). Cue production is dependent on characteristics of the sender; for example, acoustic or visual cues depend on movement. Cue emission is closely related to cue production, which as defined here corresponds to cue intensity, and emission duration and frequency. The environment plays a large role in transmitting sensory cues and consequently has great potential to alter cue intensity and persistence (Smee et al., <xref ref-type="bibr" rid="B123">2010</xref>; Weissburg et al., <xref ref-type="bibr" rid="B141">2014</xref>), which modulates how well the cue can be perceived against background &#x0201C;noise.&#x0201D; Cue intensity diminishes as it propagates through the environment, and other properties also may change to affect how or whether the cue may be perceived (<xref ref-type="table" rid="T2">Table 2</xref>). For example, physical properties of water attenuate light, lowering light levels in deeper waters in a frequency-dependent manner to shift the color spectrum toward blues (Dusenberry, <xref ref-type="bibr" rid="B35">1992</xref>). This reduces contrast and the ability to detect particular colors. The chemical, spectral and auditory environments can therefore prevent cues from being detected or discriminated from the background, a process we refer to generally as &#x0201C;masking&#x0201D; (Dusenberry, <xref ref-type="bibr" rid="B35">1992</xref>). Note that masking can occur directly as a result of environmental changes or indirectly when the environment changes biotic factors that in turn affect background sensory properties. For instance, terrestrial environments differ in background spectral quality as a result of the interaction of biological features and physical properties, which makes certain colors stand out and masks others (Endler, <xref ref-type="bibr" rid="B36">1993</xref>). A receiver able to detect a cue and distinguish it from the environment uses this information to detect potential prey or predation risk and respond appropriately to the sender. Climate change (i.e., warming and elevated CO<sub>2</sub>) has the potential to directly or indirectly affect any of these sensory steps (<xref ref-type="fig" rid="F1">Figure 1</xref>), and the sections below discuss modality-specific effects (<xref ref-type="table" rid="T2">Table 2</xref>).</p>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p>Modality-specific parameters of the sensory transduction pathway.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>Sensory modality</bold></th>
<th valign="top" align="left"><bold>Sender</bold></th>
<th valign="top" align="left"><bold>Environment</bold></th>
<th valign="top" align="left"><bold>Receiver</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Audition</td>
<td valign="top" align="left">Frequency, intensity</td>
<td valign="top" align="left">Speed, sound pressure level, frequency</td>
<td valign="top" align="left">Intensity, frequency discrimination</td>
</tr>
<tr>
<td valign="top" align="left">Chemosensation</td>
<td valign="top" align="left">Concentration, molecular structure</td>
<td valign="top" align="left">Spatial and temporal odor plume structure, cue degradation</td>
<td valign="top" align="left">Intensity, spatial and temporal structure, molecular cue discrimination</td>
</tr>
<tr>
<td valign="top" align="left">Vision</td>
<td valign="top" align="left">Intensity, contrast, movement</td>
<td valign="top" align="left">Intensity, frequency</td>
<td valign="top" align="left">Intensity, looming, contrast detection</td>
</tr>
<tr>
<td valign="top" align="left">Mechanosensation</td>
<td valign="top" align="left">Frequency, intensity</td>
<td valign="top" align="left">Intensity, frequency</td>
<td valign="top" align="left">Intensity, frequency, spatial and temporal structure</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>The second column gives relevant properties of the stimulus produced by the sender, the third column lists properties that are changed during transmission, whereas the last column shows the cue properties used by the receiver to extract information. Masking occurs when the environment modulates the cue so that it can no longer be discerned against the background, even when it is in principle detectable</italic>.</p>
</table-wrap-foot>
</table-wrap>
<sec>
<title>Audition</title>
<p>Sound perception occurs over somewhat large spatial scales (i.e., tens of meters), and can be used to detect habitats or potential predators or prey (Weissburg et al., <xref ref-type="bibr" rid="B141">2014</xref>). Sound speed and distance traveled is dependent on density of medium, nearby objects, and potential mixing forces (Dusenberry, <xref ref-type="bibr" rid="B35">1992</xref>). Elevated CO<sub>2</sub> has been the focal stressor of the limited studies examining changes in behavior to auditory cues (<xref ref-type="table" rid="T2">Table 2</xref>, <xref ref-type="fig" rid="F2">Figure 2</xref>), although there is theoretical evidence for warming effects (<xref ref-type="table" rid="T3">Table 3</xref>). Warming may indirectly affect auditory cue production via changes in metabolism and activity levels that would affect how much or how often sound is produced. These effects may occur in interactions such as bat predators detecting prey in cluttered environments where echolocation is not effective, and where detection and localization of prey is modulated by prey-generated sounds (Arlettaz et al., <xref ref-type="bibr" rid="B6">2001</xref>). However, these effects of warming on auditory cue production remain unexplored. Elevated CO<sub>2</sub> also reduces the frequency and intensity of predatory snapping sounds (Rossi et al., <xref ref-type="bibr" rid="B112">2016a</xref>). General activity levels in this case were not affected by elevated CO<sub>2</sub> but other potentially confounding metabolic effects were not examined (see below).</p>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p>Percentages of studies on predator-prey sensory processes and climate change by <bold>(a)</bold> sensory modality, <bold>(b)</bold> climate change stressor, <bold>(c)</bold> ecosystem, and <bold>(d)</bold> organism type.</p></caption>
<graphic xlink:href="fevo-07-00072-g0002.tif"/>
</fig>
<table-wrap position="float" id="T3">
<label>Table 3</label>
<caption><p>Summary of impacts of climate change stressors on sensory systems.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th/>
<th valign="top" align="center" colspan="6" style="border-bottom: thin solid #000000;"><bold>Climate change stressor</bold></th>
</tr>
<tr>
<th/>
<th valign="top" align="center" colspan="3"><bold>Warming</bold></th>
<th valign="top" align="center" colspan="3"><bold>Elevated CO</bold><sub><bold><bold>2</bold></bold></sub></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">System</td>
<td valign="top" align="left">Terrestrial</td>
<td valign="top" align="left">Freshwater</td>
<td valign="top" align="left">Marine</td>
<td valign="top" align="left">Terrestrial</td>
<td valign="top" align="left">Freshwater</td>
<td valign="top" align="left">Marine</td>
</tr>
<tr>
<td valign="top" align="left">Audition</td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">Putative</td>
<td valign="top" align="left">Putative</td>
<td valign="top" align="left">Putative</td>
<td valign="top" align="left">Putative</td>
<td valign="top" align="left">Yes</td>
</tr>
<tr>
<td valign="top" align="left">Chemosensation</td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">Putative</td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">Yes</td>
</tr>
<tr>
<td valign="top" align="left">Vision</td>
<td valign="top" align="left">Putative</td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">No</td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">Yes</td>
</tr>
<tr>
<td valign="top" align="left">Mechanosensation</td>
<td valign="top" align="left">Putative</td>
<td valign="top" align="left">Putative</td>
<td valign="top" align="left">Yes</td>
<td valign="top" align="left">No</td>
<td valign="top" align="left">Putative</td>
<td valign="top" align="left">Yes</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>Yes, published experimental evidence; Putative, theoretical or indirect evidence; No, no experimental or theoretical evidence</italic>.</p>
</table-wrap-foot>
</table-wrap>
<p>Warming has a direct effect on auditory cue transmission; sound speed in seawater increases by &#x0007E;4 ms<sup>&#x02212;1</sup> per 1&#x000B0;C rise in ocean temperature (Munk and Forbes, <xref ref-type="bibr" rid="B88">1989</xref>), and an increased sound speed of 0.6 ms<sup>&#x02212;1</sup> per 1&#x000B0;C temperature rise in air. Since auditory location depends partially on time of arrival differences at sound-receiving organs, increasing the speed of sound may reduce the ability of animals (particularly small ones), to discern sound direction (Miles et al., <xref ref-type="bibr" rid="B81">1995</xref>). Sound attenuation also is predicted to change with warming, which has consequences for animals that use sounds to detect other organisms. Global warming will change sound transmission of echolocating bats, and the direction of change depends on call frequency and local climate conditions; bats living in temperate regions and producing higher frequency calls will lose prey detection space, while tropical bats with lower frequency calls will be able to detect more prey (Luo et al., <xref ref-type="bibr" rid="B72">2013</xref>). Changes in community composition are likely to result from these changes in sound transmission, with stronger impacts in temperate regions. Ambient or background noise also may directly increase as a result of ocean acidification as the environment can modulate reflection and attenuation of sounds; increased CO<sub>2</sub> will reduce sound absorption in the oceans, particularly for low-frequency sounds (&#x0003C;10 kHz), via shifts in chemical reactions of sound-absorbing compounds (e.g., magnesium sulfate and boric acid), making for a noisier environment that reduces transmission and detection of ecologically relevant sounds such as hearing and communication in cetaceans (Hester et al., <xref ref-type="bibr" rid="B48">2008</xref>; Ilyina et al., <xref ref-type="bibr" rid="B51">2010</xref>). In combination with warming, an ocean pH reduction of 0.3&#x02013;0.6 units will reduce absorption of sounds below 1 kHz by almost 40&#x02013;60%, especially in regions that receive increased amounts of low-frequency noise from human activities such as shipping (Hester et al., <xref ref-type="bibr" rid="B48">2008</xref>; Ilyina et al., <xref ref-type="bibr" rid="B51">2010</xref>).</p>
<p>Elevated CO<sub>2</sub> also can directly change the receptors of auditory cues such as otoliths used by fishes to detect sound waves. Bignami et al. (<xref ref-type="bibr" rid="B10">2013</xref>) found that ocean acidification increases otolith size and auditory sensitivity; despite the potential benefit of detecting relevant cues with larger auditory receiving structures, hypersensitivity may impair the ability to discriminate these cues from &#x0201C;background noise.&#x0201D; This would make it more difficult to locate food or avoid predators using auditory cues.</p>
<p>In addition to affecting the sound reception organ, elevated CO<sub>2</sub> also can affect auditory processing. Juvenile clownfish (<italic>Amphiprion percula</italic>) in ambient conditions avoid daytime reef habitat noise indicative of predation risk. However, clownfish in high-CO<sub>2</sub> laboratory conditions showed neither avoidance of, nor attraction to, habitat noise. The lack of response was not due to changes in the sound reception organ; otolith morphology was unaffected suggesting an inability to process the auditory inputs effectively (Simpson et al., <xref ref-type="bibr" rid="B121">2011</xref>). These results have important implications for habitat selection to minimize predation risk, and of course also affect responses to attractive auditory stimuli. Habitat sounds can be attractive cues used for orientation during settlement, with elevated CO<sub>2</sub> levels reducing these attractive behaviors as demonstrated in settlement-stage tropical and temperate fishes of several species (Rossi et al., <xref ref-type="bibr" rid="B114">2015</xref>, <xref ref-type="bibr" rid="B113">2016b</xref>). Reduced responses to both attractive and aversive auditory cues suggest deficits in cue detection or processing may be the sensory mechanism in these cases, although this remains to be explicitly tested using physiological investigations of sensory receptor responses or central nervous system function (e.g., Nilsson et al., <xref ref-type="bibr" rid="B91">2012</xref>; Porteus et al., <xref ref-type="bibr" rid="B103">2018</xref>).</p></sec>
<sec>
<title>Chemosensation</title>
<p>Chemical cues are prevalent in sensory-mediated predator-prey behaviors and may mediate detection of both prey (Weissburg et al., <xref ref-type="bibr" rid="B142">2002</xref>) and predators (Kats and Dill, <xref ref-type="bibr" rid="B59">1998</xref>) as these cues have the potential to persist over large distances (i.e., tens of meters) and long times (i.e., minutes) (Weissburg et al., <xref ref-type="bibr" rid="B141">2014</xref>). Chemical cue production and emission is controlled by the sender; prey often determine predation risk from chemical waste products unavoidably released by predators (Scherer and Smee, <xref ref-type="bibr" rid="B116">2016</xref>; Poulin et al., <xref ref-type="bibr" rid="B105">2018</xref>) or by cues released by conspecific prey (e.g., alarm pheromones). The amount of cue produced can be an indicator of biomass and thus predator threat (Hill and Weissburg, <xref ref-type="bibr" rid="B50">2013</xref>), and predator diet can change the identity of metabolites released by predators (Poulin et al., <xref ref-type="bibr" rid="B105">2018</xref>) to chemically influence risk assessment by prey (Schoeppner and Relyea, <xref ref-type="bibr" rid="B118">2005</xref>; Turner, <xref ref-type="bibr" rid="B133">2008</xref>; Scherer et al., <xref ref-type="bibr" rid="B115">2016</xref>). The ubiquity of chemical signaling processes in aquatic environments has engendered a great deal of effort investigating the consequences of climate change to predators and prey (<xref ref-type="table" rid="T1">Table 1</xref>, <xref ref-type="fig" rid="F2">Figure 2</xref>).</p>
<p>Chemical cue production can change due to shifts in metabolic rates from increased temperatures that cause predators to consume more prey. This may be especially important in dose-dependent responses to chemical metabolites used in predator-prey interactions (e.g., Weissburg and Beauvais, <xref ref-type="bibr" rid="B140">2015</xref>). Increased carbon dioxide also can directly reduce production of chemical cues, as shown in alarm signaling in aphids discussed previously (Boullis et al., <xref ref-type="bibr" rid="B13">2017</xref>). Interestingly, elevated CO<sub>2</sub> changes the chemical composition of aphid honeydew, a metabolic byproduct containing kairomones used by aphid predators to detect prey. The qualitative changes in composition were insufficient to impact predator search behavior in this study, suggesting that this interaction is robust to climate change (Boullis et al., <xref ref-type="bibr" rid="B12">2018</xref>). That cue quality may be sufficiently conserved so that behavior is not impacted may be due to the cue being composed of primary metabolites that are the product of fundamental metabolic processes. These cues are important in other cases, such as mud crab prey detecting primary metabolites of blue crab predators (Poulin et al., <xref ref-type="bibr" rid="B105">2018</xref>).</p>
<p>Chemical cues have been suggested to be modified directly in future environments, although the specific mechanisms have been defined poorly or not at all. Potential mechanisms of altered chemical cues include protonation of peptides from ocean acidification, which appears to alter peptide signaling molecules used in other contexts (Roggatz et al., <xref ref-type="bibr" rid="B110">2016</xref>; Lecchini et al., <xref ref-type="bibr" rid="B65">2017</xref>). Warming also may denature proteins or make them more subject to decomposition. Although these examples do not evaluate predator-prey cues specifically they illustrate the general possibility of acidified environments changing the composition of conspecific chemical cues, which has been suggested but not tested for chemical alarm cues in Atlantic salmon (Leduc et al., <xref ref-type="bibr" rid="B66">2010</xref>), fathead minnows and finescale dace (Brown et al., <xref ref-type="bibr" rid="B15">2002</xref>), and European sea bass (Porteus et al., <xref ref-type="bibr" rid="B103">2018</xref>).</p>
<p>The mechanisms by which climate change may affect chemical cues indicate that proteins and peptides would likely be most affected by climate change; this implies broad impacts on chemically-mediated interactions, especially in marine systems. Proteins and associated amino acids are arguably the most commonly used compounds in predator-prey interactions (Rittschof, <xref ref-type="bibr" rid="B109">1990</xref>; Carr et al., <xref ref-type="bibr" rid="B18">1996</xref>), for they are often released as water-soluble metabolites that rapidly spread and degrade. These chemical classes are important in attracting predators to prey (Hay, <xref ref-type="bibr" rid="B47">2009</xref>) and also may be important constituents of risk cues released by predators (Poulin et al., <xref ref-type="bibr" rid="B105">2018</xref>). However, other molecules, such as alarm substance released by prey, may be more specialized (i.e., secondary metabolites) and less prone to environmental degradation (Chivers and Smith, <xref ref-type="bibr" rid="B24">1998</xref>; Ferrari et al., <xref ref-type="bibr" rid="B41">2010</xref>). Unfortunately, there are only a handful of studies that have identified water born cues used by prey to detect predators (Poulin et al., <xref ref-type="bibr" rid="B105">2018</xref>).</p>
<p>Climate change may have indirect consequences to predator and prey information transfer by modifying biotic factors affecting perception. L&#x000F6;nnstedt et al. (<xref ref-type="bibr" rid="B69">2013a</xref>) tested antipredator responses of tropical marine damselfish (<italic>Pomacentrus amboinensis</italic>) to chemical cues indicative of predation risk, in degraded (i.e., bleached or dead) vs. healthy coral communities. By crossing healthy and degraded habitat types with exposure and testing, this study found that fish did not respond (i.e., no changes in feeding rate, swimming, and shelter use) to conspecific damaged-released chemical cues when in dead coral habitats. Chemical cues in degraded habitats can be masked by other compounds present in the environment, especially if the habitat has drastically changed (e.g., coral overgrown by algae). Algae and cyanobacteria that become dominant on degraded reefs produce chemicals that mask anti-predator cues released by conspecific prey (McCormick et al., <xref ref-type="bibr" rid="B76">2017</xref>). In L&#x000F6;nnstedt et al. (<xref ref-type="bibr" rid="B69">2013a</xref>) study, reversibility (i.e., masking) of the chemical alarm cue was not supported; this suggests that degraded habitats can directly alter chemical structure of alarm cue and thus reduce antipredator responses, although the chemical compounds present in degraded vs. healthy habitats were not explicitly examined. As chemical alarm cues are naturally broken down throughout the day (Ferner et al., <xref ref-type="bibr" rid="B37">2005</xref>; Ferrari et al., <xref ref-type="bibr" rid="B40">2007</xref>; Bytheway et al., <xref ref-type="bibr" rid="B17">2013</xref>; Chivers et al., <xref ref-type="bibr" rid="B22">2013</xref>), warming may accelerate these processes in all ecosystems and reduce the effectiveness of chemical alarm cues as reliable indicators of predation risk. In contrast, olfactory preference of dottyback predators toward damaged-released damselfish prey cues is maintained in both healthy and degraded coral environments (Natt et al., <xref ref-type="bibr" rid="B90">2017</xref>). This suggests that some predators may have a sensory advantage over prey in degraded coral habitats, potentially altering the outcome of predator-prey interactions.</p>
<p>Much climate change behavioral research has focused on cue detection and processing in the sensory transduction pathway. Effects of ocean acidification effects on chemosensation in aquatic systems have been especially well-examined (<xref ref-type="table" rid="T1">Table 1</xref>, <xref ref-type="fig" rid="F2">Figure 2</xref>). Chemical reception (i.e., detection and processing) relies on membrane bound receptors and combinatorial responses to diverse and novel combinations of chemicals (Bargmann, <xref ref-type="bibr" rid="B7">2006</xref>; Symonds and Elgar, <xref ref-type="bibr" rid="B131">2008</xref>). Changes to the structure of the membrane-bound chemosensory receptors could conceivably alter detection of chemical cues. Changes in central nervous system processing that underlies recognition also can affect the ability of predators or prey to respond to each other (Nilsson et al., <xref ref-type="bibr" rid="B91">2012</xref>).</p>
<p>Elevated CO<sub>2</sub> effects on chemosensory reception mostly examine only behavioral endpoints and do not directly reveal the underlying mechanism. Some studies show changes in detection and response to chemical food cues as a result of elevated CO<sub>2</sub>. This includes reduced attraction to prey chemical cues, as shown in brown dottyback predators (Cripps et al., <xref ref-type="bibr" rid="B28">2011</xref>). Some shark predators in high CO<sub>2</sub> conditions have been shown to fail to track, or even avoid, prey odors (Dixson et al., <xref ref-type="bibr" rid="B30">2015</xref>; Pistevos et al., <xref ref-type="bibr" rid="B101">2015</xref>), suggesting both cue detection and processing are being affected. Hermit crabs in high CO<sub>2</sub> conditions take longer to locate chemical food cues and spend less time in contact with cue, suggesting deficits in cue detection as there were no effects of cue pH on these behaviors (de la Haye et al., <xref ref-type="bibr" rid="B29">2012</xref>); however, small changes in general motility also occurred from reduced pH and cannot be excluded completely from this analysis. Importantly, all of these studies ruled out changes to cue structure by testing cues in both elevated and ambient CO<sub>2</sub> conditions. Studies show both reductions in activity levels related to chemosensory-mediated foraging (e.g., handling time, time to respond) in crab predators (Dodd et al., <xref ref-type="bibr" rid="B32">2015</xref>; Glaspie et al., <xref ref-type="bibr" rid="B43">2017</xref>) and increases in activity of predatory reef fish (Cripps et al., <xref ref-type="bibr" rid="B28">2011</xref>). These imply that elevated CO<sub>2</sub> levels may cause some underlying physiological changes in addition to behavioral changes, but there currently is not enough evidence to support this hypothesis strongly within the scope of sensory ecology.</p>
<p>Prey chemosensory abilities also are affected. Manr&#x000ED;quez et al. (<xref ref-type="bibr" rid="B75">2014</xref>) tested the effects of ocean acidification on chemical detection of predators and food by a muricid snail using y-maze experiments. Orientation of juvenile snails to food cues in elevated CO<sub>2</sub> conditions was not suppressed by the presence of predator odor; orientation behavior in attractive &#x0002B; aversive cues was similar to that in response to only attractive cues. The inability to detect aversive cues or discriminate them from attractive cues could increase predation risk. Aversive predator cues often inhibit or eliminate attraction to food in untreated animals (Moir and Weissburg, <xref ref-type="bibr" rid="B83">2009</xref>; Weissburg et al., <xref ref-type="bibr" rid="B139">2012</xref>). These studies, like most others, do not suggest a mechanism. It could be that detection of specific predator cues were affected whereas food cues were not, as they are typically composed of a number of different molecules (Hay, <xref ref-type="bibr" rid="B47">2009</xref>). Elevated CO<sub>2</sub> has been demonstrated to reduce olfactory sensitivity in juvenile European sea bass (<italic>Dicentrarchus labrax</italic>), possibly by changing the affinity the receptors have for odorants (Porteus et al., <xref ref-type="bibr" rid="B103">2018</xref>), although this could involve either changes to the receptor or changes to the chemical itself (e.g., Roggatz et al., <xref ref-type="bibr" rid="B110">2016</xref>). Alternately, as discussed below, elevated CO<sub>2</sub> levels can interfere with central nervous system processes that allow animals to discriminate attractive from aversive cues.</p>
<p>Some studies show sharp changes in behavioral responses to chemical risk that arise clearly from deficits in sensory processing by the central nervous system. For example, tropical larval clownfish (<italic>A. percula</italic>) are attracted to predator chemical cues rather than avoiding them and do not distinguish predator from non-predator cues, which translates to higher mortality rates on natural marine reefs (Dixson et al., <xref ref-type="bibr" rid="B31">2010</xref>; Munday et al., <xref ref-type="bibr" rid="B85">2010</xref>). These studies rule out changes in cue production or changes during transmission; predators were held in ambient conditions and prey tested in normal seawater, thus implicating changes in the receiver (prey). High CO<sub>2</sub> conditions do not change olfactory receptor morphology (Munday et al., <xref ref-type="bibr" rid="B84">2009</xref>), suggesting some central neural process is responsible. Predator cue avoidance can be restored by using the GABA-A antagonist gabazine to rescue neurotransmitter function in animals exposed to elevated CO<sub>2</sub> conditions (Nilsson et al., <xref ref-type="bibr" rid="B91">2012</xref>; but see Abboud et al., <xref ref-type="bibr" rid="B1">2019</xref>). Lack of ability to identify, distinguish, and avoid chemical cues indicative of predation risk also has been shown in damselfish (Munday et al., <xref ref-type="bibr" rid="B85">2010</xref>; Chivers et al., <xref ref-type="bibr" rid="B23">2014</xref>), snails (Manr&#x000ED;quez et al., <xref ref-type="bibr" rid="B75">2014</xref>; Abboud et al., <xref ref-type="bibr" rid="B1">2019</xref>), trout (Munday et al., <xref ref-type="bibr" rid="B86">2013</xref>), and salmon (Ou et al., <xref ref-type="bibr" rid="B96">2015</xref>). Future atmospheric conditions have also been shown to mask carbon dioxide cues used by mosquitos to find their hosts (Majeed et al., <xref ref-type="bibr" rid="B73">2014</xref>), with elevated CO<sub>2</sub> background levels causing a reduction in olfactory receptor sensitivity and potentially habituation in higher-order neurons (i.e., cue processing). Disruptions of processing in the olfactory bulb receptor pathway also has been demonstrated in ocean-phase coho salmon that show reduced avoidance of chemical alarm cues as a result of elevated CO<sub>2</sub> (Williams et al., <xref ref-type="bibr" rid="B146">2018</xref>).</p>
<p>However, other studies have shown no changes in chemosensory reception of predators and prey in response to elevated CO<sub>2</sub>. Goldsinny wrasse predators (<italic>Ctenolabrus rupestris</italic>) acclimated and tested in ambient or elevated CO<sub>2</sub> conditions maintain olfactory-mediated behaviors to food cues (Sundin and Jutfelt, <xref ref-type="bibr" rid="B128">2016</xref>). In a similar fashion, Atlantic cod (<italic>Gadus morhua)</italic> avoid predator chemical cues regardless of CO<sub>2</sub> level that they were acclimated and tested in Jutfelt and Hedg&#x000E4;rde (<xref ref-type="bibr" rid="B58">2013</xref>). Likewise, damselfish (<italic>Acanthochromis polyacanthus)</italic> continue to respond to predator chemical cues by reducing activity in both ambient and elevated CO<sub>2</sub> treatments, especially when exposure to high CO<sub>2</sub> is longer-term and the predator is also exposed to high CO<sub>2</sub> conditions (Sundin et al., <xref ref-type="bibr" rid="B127">2017</xref>). Interestingly, increased foraging behavior of speckled sanddab in response to damaged-released chemical cues from conspecifics is maintained in elevated CO<sub>2</sub> (Andrade et al., <xref ref-type="bibr" rid="B5">2018</xref>). Other temperate fish from naturally high CO<sub>2</sub> environments (i.e., CO<sub>2</sub> seeps) also do not show disruption of GABA-mediated olfactory predator recognition (Cattano et al., <xref ref-type="bibr" rid="B20">2017</xref>). These studies suggest that variation in behavioral responses to elevated CO<sub>2</sub> may arise from predisposed adaptations to local habitat conditions, allowing for chemically-mediated behaviors in some species to remain robust in a variable environment. This is supported by Jarrold et al. (<xref ref-type="bibr" rid="B53">2017</xref>), which suggests that fluctuating elevated CO<sub>2</sub> environments that reflect diel CO<sub>2</sub> cycles can reduce the negative effects of stable elevated CO<sub>2</sub> on antipredator behavior (e.g., lateralization and predator cue avoidance) (but see Jellison et al., <xref ref-type="bibr" rid="B55">2016</xref>). Given that these studies rule out effects on cue production, transmission or detection/processing, the robustness of chemical information transfer must reflect properties of the receiver.</p>
<p>Warming has only been directly tested on isolated chemosensory reception in the Antarctic sea star <italic>Odontaster validus</italic> (Kidawa et al., <xref ref-type="bibr" rid="B60">2010</xref>); in addition to reducing ability for sea stars to right after being flipped and reducing locomotor activity, this study reported that warming weakened attraction to food odor cues. This suggests that warming can indirectly reduce chemosensory detection and processing by reducing overall activity.</p></sec>
<sec>
<title>Vision</title>
<p>Vision is important for detecting predation risk as well as potential prey, especially in well-lit systems such as coral reefs with predators that possess good visual systems. The success of visual cue information transfer is highly dependent on degree of movement, light availability and contrast against an environmental background to transmit the cue, as well as physiological eye function (<xref ref-type="table" rid="T2">Table 2</xref>). Consequently, visual information transfer is highly variable across spatial (i.e., within one meter or over tens of meters) and temporal (i.e., seconds or minutes) scales (Weissburg et al., <xref ref-type="bibr" rid="B141">2014</xref>). All of these factors have been shown to be affected by climate change stressors, although there are limited studies (<xref ref-type="table" rid="T1">Table 1</xref>; <xref ref-type="fig" rid="F2">Figure 2</xref>). Increased predator movement from warming has been shown in European sea bass (<italic>D. labrax</italic>) with higher levels of swimming and other activity (Manciocco et al., <xref ref-type="bibr" rid="B74">2015</xref>), which may indicate higher predation risk to potential prey. In a similar fashion, increased prey metabolism from warming can increase production of prey visual cues via increased activity levels, causing prey to become more susceptible to predation. This has been suggested with increased activity levels (and consequently encounters) between spider predators and fly prey from increased temperatures (Kruse et al., <xref ref-type="bibr" rid="B63">2008</xref>), but the sensory ecology of these interactions remains to be tested. Elevated CO<sub>2</sub> can increase activity levels in juvenile coral trout (<italic>Plectropomus leopardus</italic>), and produces bolder behavior and less time spent in shelter (Munday et al., <xref ref-type="bibr" rid="B86">2013</xref>). Pygmy squid also are more active and use less cryptic behaviors in high CO<sub>2</sub> conditions (Spady et al., <xref ref-type="bibr" rid="B124">2014</xref>). These changes increase production of visual cues by prey and potentially increase predation risk.</p>
<p>Warming is predicted to have a strong impact on transmission of visual cues. Coker et al. (<xref ref-type="bibr" rid="B26">2009</xref>) demonstrated that piscivorous dottybacks (<italic>Pseudochromis fuscus</italic>) initially avoid bleached corals as a degraded habitat but increase strike rates at prey positioned against the white background of bleached corals. This indicates a mismatch between camouflaged prey and background, which can lead to increased predation as a consequence of increased temperature. Degraded habitats have also been shown to maintain transmission of visual predation risk via reduced habitat complexity (McCormick and L&#x000F6;nnstedt, <xref ref-type="bibr" rid="B77">2013</xref>), strengthening the visual transduction pathway between predator and prey.</p>
<p>Warming also is predicted to have indirect effects on visually mediated predator-prey dynamics. Climate change conditions favor algal blooms (Paerl and Huisman, <xref ref-type="bibr" rid="B97">2009</xref>) that can increase turbidity and reduce light availability. Turbidity has been shown to directly interfere with visually-mediated foraging success of pinfish predators on crustacean prey (Lunt and Smee, <xref ref-type="bibr" rid="B71">2015</xref>) by reducing reactive distance (Sweka and Hartman, <xref ref-type="bibr" rid="B130">2003</xref>), although other fish predators with well-developed visual systems (e.g., Atlantic cod) may not experience as dramatic effects (Meager et al., <xref ref-type="bibr" rid="B80">2005</xref>). Turbidity also drastically reduces the distance at which cormorant (<italic>Phalacrocorax carbo sinensis</italic>) predators can visually detect fish prey (Strod et al., <xref ref-type="bibr" rid="B125">2008</xref>). Increased turbidity also has been demonstrated to decrease transmission of visual cues that are imperative for avoiding predators (Swanbrow Becker and Gabor, <xref ref-type="bibr" rid="B129">2012</xref>). This has been tested in freshwater systems, where perception of predation risk is reduced in turbid waters (Abrahams and Kattenfeld, <xref ref-type="bibr" rid="B2">1997</xref>; Hartman and Abrahams, <xref ref-type="bibr" rid="B46">2000</xref>). Together, these studies suggest that turbidity can change trophic interactions by reducing indirect effects of predators (i.e., predation risk assessment) and shifting top-down control to only direct (i.e., consumptive) effects as encounters become random (Van de Meutter et al., <xref ref-type="bibr" rid="B134">2005</xref>).</p>
<p>Elevated CO<sub>2</sub> effects on visual detection and processing have been tested directly in a few cases. Larval temperate gobies (<italic>Gobiusculus flavescens</italic>) in elevated CO<sub>2</sub> conditions are more attracted to light (i.e., increased phototaxis), which suggests that visual hypersensitivity may be costly by attracting to weak or fluctuating light stimuli (Forsgren et al., <xref ref-type="bibr" rid="B42">2013</xref>); the specific fitness effects of this behavioral change remain unknown, but may include attraction to new habitats with higher or lower predation rates. Retinal responses of a marine tropical damselfish species (<italic>A. polyacanthus</italic>) are slowed after exposure to high CO<sub>2</sub> waters, which suggests impaired visual assessment of fast events such as predator or prey movement via disruption of cue detection (Chung et al., <xref ref-type="bibr" rid="B25">2014</xref>). Antipredator responses (e.g., reductions in foraging and activity, bobbing behavior) of another juvenile tropical damselfish (<italic>P. amboinensis</italic>) to the sight of a predator are reduced or lost (i.e., no antipredator response) in high CO<sub>2</sub> conditions, suggesting that elevated CO<sub>2</sub> can reduce visual risk assessment and promote bolder prey behavior via disruption of cue processing (Ferrari et al., <xref ref-type="bibr" rid="B39">2012</xref>). Prey reactivity (i.e., reactive distance, looming threshold) to visual predation risk also has been shown to be reduced by warming and elevated CO<sub>2</sub>, but the outcome of predation depends on stressor effects on the predator as well as prey (Allan et al., <xref ref-type="bibr" rid="B3">2013</xref>, <xref ref-type="bibr" rid="B4">2017</xref>).</p></sec>
<sec>
<title>Mechanosensation</title>
<p>Mechanosensation, such as by lateral lines in fishes and mechanoreceptors in arthropods, is used to detect changes in pressure or fluid motion around the organism (Dusenberry, <xref ref-type="bibr" rid="B35">1992</xref>). Detecting nearby (i.e., within 1 m&#x02013;Weissburg et al., <xref ref-type="bibr" rid="B141">2014</xref>) disturbances such as movement can be useful in foraging or avoiding predators and other mortality risks, but there are very limited studies on effects of climate change on mechanosensory information transfer (<xref ref-type="table" rid="T1">Table 1</xref>; <xref ref-type="fig" rid="F2">Figure 2</xref>).</p>
<p>As noted previously, changes in movement via changes in metabolism from warming may cause mechanosensory cues to be altered in both terrestrial and aquatic systems. Specifically, increased movement or activity would increase mechanosensory cue production, strengthening the specific location of predator or prey. Directionality and escape responses of damselfish to a startle stimulus increase after short-term exposure to elevated temperatures (Warren et al., <xref ref-type="bibr" rid="B138">2017</xref>). However, longer-term exposure to warming allows escape responses to return to control levels, demonstrating that physiological plasticity is dependent on length of exposure. Damselfish acclimated to elevated CO<sub>2</sub> conditions are less responsive and they take longer to respond to a stimulus (i.e., a weight dropped on the surface of the water) while locomotor activities are maintained, suggesting a deficit in processing these mechanosensory cues (Munday et al., <xref ref-type="bibr" rid="B87">2016</xref>). Likewise, the probability of a startle response from marine medaka to a mechanosensory stimulus is decreased in elevated CO<sub>2</sub> conditions due a deficit in processing (Wang et al., <xref ref-type="bibr" rid="B135">2017</xref>).</p></sec>
<sec>
<title>Multimodal Cues</title>
<p>Although studying responses to individual cues can help explain mechanisms or drivers of behavior, it is important to note that multiple senses often are utilized by organisms in natural ecosystems, especially when one sensory modality is compromised by an environmental stressor. Therefore, studies incorporating multisensory responses to warming and elevated CO<sub>2</sub> provide a more realistic prediction of changes in overall behavior. These studies are limited, however, and mostly explore the interaction and possible &#x0201C;sensory redundancy&#x0201D; (L&#x000F6;nnstedt et al., <xref ref-type="bibr" rid="B70">2013b</xref>) between chemical and visual cues (<xref ref-type="table" rid="T1">Table 1</xref>). Manciocco et al. (<xref ref-type="bibr" rid="B74">2015</xref>) studied sea bass from temperate estuaries in warmed conditions and found that attraction to food chemical cues and avoidance of visual aversive cue (i.e., mirror test) both increased in intensity and occurred at faster rates (i.e., shorter behavioral response time to cues). This emphasizes how warming changes the speed of sensory information transfer in multiple modalities and consequent behavioral responses. Elevated CO<sub>2</sub> also has been shown to affect visual and chemical cues in damselfish found in tropical reefs (L&#x000F6;nnstedt et al., <xref ref-type="bibr" rid="B70">2013b</xref>): while elevated CO<sub>2</sub> caused fish to fail to identify (i.e., no response) chemical alarm cues completely, antipredator responses to visual predator cues were reduced but not completely lost. When visual and chemical cues were combined, responses to visual cues were able to partially (but not fully) compensate for lack of responses to chemical cues. Goldenberg et al. (<xref ref-type="bibr" rid="B44">2018</xref>) used mesocosm experiments with multiple species of fish and crustacean consumers found in temperate marine systems, testing effects of warming and elevated CO<sub>2</sub> on the efficacy of visual and chemical cues in isolation and together. Elevated CO<sub>2</sub> but not warming reduced attraction to food chemical and visual cues, but the consumers restored their attraction to food when chemical and visual cues were combined regardless of temperature or CO<sub>2</sub> level. These studies suggest that sensory redundancy can mitigate the effects of climate change on individual sensory modalities, and some ecological interactions and processes may remain relatively resilient to these stressors. Consequently, certain community dynamics may be relatively robust to climate change when multiple sensory cues are employed.</p>
<p>However, multimodal cues may not be as reliable in degraded habitats as in normal conditions because degraded habitats may create environments where one cue is strongly favored or disfavored. As previously mentioned, McCormick et al. explored the effects of habitat degradation on predation risk assessment by marine damselfish <italic>P. amboinensis</italic> using visual and chemical cues. Visual predation risk cues become more important in degraded habitats with less structure as prey are more easily able to detect predators (L&#x000F6;nnstedt et al., <xref ref-type="bibr" rid="B69">2013a</xref>); chemical predation risk cues become more important in topographically complex (i.e., healthy reef) habitats when visual risk cues are restricted, and prey are more vigilant (i.e., reduced feeding and activity, increased shelter use) (McCormick and L&#x000F6;nnstedt, <xref ref-type="bibr" rid="B77">2013</xref>). Habitat degradation may increase the availability of visual cues, but this may come at a cost of degraded chemical cues (L&#x000F6;nnstedt et al., <xref ref-type="bibr" rid="B69">2013a</xref>). Damselfish are less likely to use degraded coral (i.e., loss of live coral tissue) as shelter in response to predation risk, potentially due to altered visual or chemical cues (Bostr&#x000F6;m-Einarsson et al., <xref ref-type="bibr" rid="B11">2018</xref>). Together, these findings suggest that fishes in degraded habitats may experience higher mortality rates from predators if habitat changes alter the availability of one type of cue relative to one another, especially when chemical cues are important sources of information regarding predation risk.</p>
<p>Sensory behaviors stemming from different modalities may share universal disruptions in central nervous system processing, exemplified in changes to behavioral lateralization of marine fish challenged with high CO<sub>2</sub> conditions (Domenici et al., <xref ref-type="bibr" rid="B33">2012</xref>; Jutfelt et al., <xref ref-type="bibr" rid="B57">2013</xref>; Welch et al., <xref ref-type="bibr" rid="B144">2014</xref>; N&#x000E4;slund et al., <xref ref-type="bibr" rid="B89">2015</xref>). These studies have attempted to show how elevated CO<sub>2</sub> disrupts neural processing by assuming lateralization requires minimal visual input from the environment and is driven by brain functional asymmetries that create a right- or left-side preference. In these studies using T-mazes to measure turning preference in damselfish, elevated CO<sub>2</sub> has been shown to reduce lateralization (i.e., no turning preference). Nilsson et al. (<xref ref-type="bibr" rid="B91">2012</xref>) further demonstrated that the addition of an antagonist of the GABA-A receptor (i.e., gabazine) reversed elevated CO<sub>2</sub> effects in both lateralization and chemical cue preference, suggesting high CO<sub>2</sub> affects neural processing of multiple sensory systems by interfering with neurotransmitter function. This is supported by Heuer et al. (<xref ref-type="bibr" rid="B49">2016</xref>), which demonstrates that elevated CO<sub>2</sub> causes altered ion gradients in the GABA-A receptor of fish as a means of CO<sub>2</sub> compensation. Impaired neurotransmitter function from elevated CO<sub>2</sub> also has been demonstrated to decrease learning of predator identity in juvenile damselfish prey, consequently reducing survivorship in the field after being treated in the laboratory (Chivers et al., <xref ref-type="bibr" rid="B23">2014</xref>). The availability of multiple sensory cues may be insufficient to allow predators or prey to regain normal sensory function in the presence of such fundamental disruptions of neural processing.</p></sec></sec>
<sec id="s5">
<title>Conclusion and Prospectus</title>
<p>Global warming and elevated CO<sub>2</sub> will have extensive impacts on sensory behavior in predator-prey interactions. However, lack of a framework for identifying the underlying mechanisms makes it difficult to establish the generality of effects or their magnitude. Using a behavioral endpoint to examine stressor effects on predation (e.g., Li et al., <xref ref-type="bibr" rid="B68">2015</xref>; Sui et al., <xref ref-type="bibr" rid="B126">2015</xref>) often fails to identify whether effects stem from cue production, transmission, or reception (<xref ref-type="fig" rid="F1">Figure 1</xref>) unless the study is properly constructed. Studies should examine stressor effects on predator and prey separately as well as together, as well as isolating the effect of differential transmission from changes to sender and receiver properties.</p>
<p>Understanding which process is affected is essential to fully understand subsequent effects as changes to particular processes have different consequences. For instance, transmission may alter the effective distance of predator-prey signaling, whereas deficits in reception by predators or prey have global effects. Since warming and elevated CO<sub>2</sub> seem to affect different steps in the transduction cascade (<xref ref-type="fig" rid="F1">Figure 1</xref>), clearly identifying the nature of the disruption also can predict synergistic or antagonistic responses. In particular, warming seems to affect metabolism and activity (in addition to transmission in some cases), whereas elevated CO<sub>2</sub> often impacts the ability to receive or process cues. The effects of warming on metabolism, and in turn, the impacts on foraging ability, suggests warming may primarily alter consumptive effects of predators despite some changes to the signaling process. Elevated CO<sub>2</sub> clearly affects all different steps in the predator-prey signaling cascade, and may therefore change both consumptive and non-consumptive effects depending on which organism is most compromised in a given interaction. If sensing by predators is more affected then non-consumptive effects may increase, whereas consumptive effects will increase when sensing by prey is strongly affected.</p>
<p>Future studies should address both behavioral endpoints and identify in so far as possible the step (production, transmission, or reception) that is affected. Although this can be cumbersome, a substitutive design where acclimated animals are placed in normal environments and vice versa, can at least identify environmental effects on transmission. Independent measures of cue strength also can be helpful, particularly when movement related cues are responsible for predator-prey information transfer and stressors are shown to affect activity. Chemical cues that are metabolic by-products may be difficult to quantify, but metabolomics approaches offer promise (e.g., Poulin et al., <xref ref-type="bibr" rid="B105">2018</xref>) and can at least establish quantitative differences in production even when the cue remains unidentified. Deficits in neural processing can be difficult to document without examining physiology of sensory receptor cells or central nervous system properties, which has been done only in some cases (e.g., Munday et al., <xref ref-type="bibr" rid="B84">2009</xref>; Boullis et al., <xref ref-type="bibr" rid="B13">2017</xref>; Porteus et al., <xref ref-type="bibr" rid="B103">2018</xref>). Careful consideration is also needed when determining measurements of sensory responses that distinguish these from changes in general motility or activity (e.g., lacking in Kidawa et al., <xref ref-type="bibr" rid="B60">2010</xref>). General observations on movement in response to a stimulus can be confounded by changes in metabolism and/or motor function, potentially misidentifying sensory effects (e.g., de la Haye et al., <xref ref-type="bibr" rid="B29">2012</xref>). Possible sensory tests should include at least a choice between stimulus and blank control (e.g., Dixson et al., <xref ref-type="bibr" rid="B31">2010</xref>).</p>
<p>A second major challenge going forward is to integrate both predator and prey responses into studies examining the effect of climate change stressors. Predators and prey participate in a duet where both parties can gather information about the presence of the other, and the effects of climate change on predator-prey dynamics will depend strongly on which participant is more compromised. For example, ocean acidification has a greater negative effect on mud crab foraging behaviors (i.e., consumption rate, handling time, duration of unsuccessful predation attempts) than calcification rates of oyster prey, resulting in overall reduced prey consumption (Dodd et al., <xref ref-type="bibr" rid="B32">2015</xref>). Moreover, the extent to which predators vs. prey are affected may change the nature of predator control as well as its magnitude (e.g., Goldenberg et al., <xref ref-type="bibr" rid="B44">2018</xref>). We predict a shift to consumptive effects if climate change stressors more strongly influence prey, whereas the importance of NCEs will increase if predator abilities are more impacted.</p>
<p>Knowledge gaps remain due to biases in the literature. Approximately 56% of climate change studies focused on sensory cues governing predator-prey interactions use marine reef fish as model organisms, especially for elevated CO<sub>2</sub> effects (<xref ref-type="fig" rid="F2">Figure 2</xref>). Invertebrate predators have also been shown to be important community regulators such as blue crabs in estuarine habitats (Silliman and Bertness, <xref ref-type="bibr" rid="B120">2002</xref>; O&#x00027;Connor et al., <xref ref-type="bibr" rid="B93">2008</xref>; Hill and Weissburg, <xref ref-type="bibr" rid="B50">2013</xref>), which often rely on chemical cues to locate prey. Invertebrates as model organisms should be tested more frequently in future studies given their ecological importance.</p>
<p>Studies of sensory modalities affected by climate change have emphasized chemosensation over others (e.g., vision, audition, mechanosensation), with &#x0007E;61% of climate change sensory studies using chemosensation as the primary modality (<xref ref-type="fig" rid="F2">Figure 2</xref>; <xref ref-type="table" rid="T3">Table 3</xref>). Cue detection/processing deficits have been shown in chemosensory, visual, and possibly mechanosensory interactions, but few studies to date have tested auditory processing. Some animals utilize specialized senses, such as electrosensation in sharks and other elasmobranchs. Currently, there are no known studies that examine how responses to these cues might change in the face of climate change. Changes in neurotransmitter function induced by climate change (Nilsson et al., <xref ref-type="bibr" rid="B91">2012</xref>) suggest that processing deficits may be occurring in multiple sensory systems.</p>
<p>Environmental effects are important in changing sound propagation and altering the visual and chemical environment so as to mask incoming cues from predators and prey, or enhance the utility of one modality vs. another. These effects also might be important in terrestrial systems despite the lack of studies (<xref ref-type="fig" rid="F2">Figure 2</xref>; <xref ref-type="table" rid="T3">Table 3</xref>). Vegetation affects both spectral and acoustic properties and can alter both cue transmission and ambient sound and light levels, and change airflow patterns affecting mechanosensory signaling (Dusenberry, <xref ref-type="bibr" rid="B35">1992</xref>; Endler, <xref ref-type="bibr" rid="B36">1993</xref>; Ladich, <xref ref-type="bibr" rid="B64">2000</xref>; Slabbekoorn and Smith, <xref ref-type="bibr" rid="B122">2002</xref>; Brumm and Slabbekoorn, <xref ref-type="bibr" rid="B16">2005</xref>; Casas and Dangles, <xref ref-type="bibr" rid="B19">2010</xref>). Changes to vegetative structure produced by changing climate (e.g. Cramer et al., <xref ref-type="bibr" rid="B27">2001</xref>) therefore may alter predator-prey information exchange in terrestrial habitats. The environment may also modify cues directly as occurs with waterborne or airborne chemicals. Most studies to date that manipulate only the predator or prey do not capture these effects, and so further studies should attempt to incorporate the sensory environment (<xref ref-type="fig" rid="F1">Figure 1</xref>) to correctly capture future interactions. It also is critical to keep in mind that these potential changes in the environment are independent of changes to the receiver or sender, but may interact with these changes in both opposing or complementary fashion.</p>
<p>This field has been disproportionally represented by elevated CO<sub>2</sub> studies rather than warming, promoting a consequent bias in marine systems and very few terrestrial examples (<xref ref-type="fig" rid="F2">Figure 2</xref>; <xref ref-type="table" rid="T3">Table 3</xref>). Temperature is the primary global stressor affecting sensory-mediated interactions in terrestrial systems, and so the current state of knowledge implies that these interactions may be less severely affected. However, warming needs to be studied in animals whose metabolic processes and consequent behavior is dependent on temperature, such as invertebrates. Metabolic changes from temperature can also change cue production and processing speed, and these effects should be more explicitly tested.</p>
<p>It is important to note that while warming and elevated CO<sub>2</sub> can have independent effects on sensory systems, there is potential for these global stressors to interact as both are predicted to occur in the future (IPCC, <xref ref-type="bibr" rid="B52">2014</xref>). There are several studies examining multiple stressors on behavioral interactions that have potential sensory mechanisms, which were not explicitly tested. For example, warming and elevated CO<sub>2</sub> act synergistically to increase overall predation rate of dottyback predators (<italic>P. fuscus</italic>) on multiple species of damselfish prey (<italic>P. amboinensis and P. nagasakiensis</italic>), whereas each of these stressors independently have no effect on predation rate (Ferrari et al., <xref ref-type="bibr" rid="B38">2015</xref>). This effect could not be predicted from general changes in metabolism alone, which is argued to demonstrate that trophic outcomes are not driven solely by physiological tolerances to these climate change stressors. Also shown in this study were antagonistic interactions between warming and elevated CO<sub>2</sub>; each climate stressor independently reversed prey selectivity between the two damselfish prey species, but the combined stressors override prey selectivity so that prey are consumed in equal proportions. In this case, specific sensory cues used by predator and prey were not tested, but further research may provide insight on which sensory modalities are driving these interactive effects. It is possible that warming can interact with elevated CO<sub>2</sub> by changing metabolic rates that affect cue production and reception, potentially amplifying any direct effects on the sensory transduction pathway (<xref ref-type="fig" rid="F1">Figure 1</xref>).</p>
<p>There are very limited studies that examine how multiple stressors affect the same transduction pathway, and the underlying mechanisms. As previously mentioned, warming and elevated CO<sub>2</sub> effects have been tested in fish and crustaceans responding to visual and chemical cues (Goldenberg et al., <xref ref-type="bibr" rid="B44">2018</xref>). Testing these stressors in isolation and together revealed that only elevated CO<sub>2</sub> was driving behavioral responses when both stressors were present. A similar pattern was found in dogwhelks (Queir&#x000F3;s et al., <xref ref-type="bibr" rid="B107">2015</xref>) and sharks (Pistevos et al., <xref ref-type="bibr" rid="B101">2015</xref>), where only elevated CO<sub>2</sub> disrupted chemosensory perception of prey while warming had no effect on these behaviors. Identifying multiple stressor effects on a single sensory modality can allow the correct identification of specific stressor effects on different senses [e.g., chemosensation (Dixson et al., <xref ref-type="bibr" rid="B31">2010</xref>), vision (Ferrari et al., <xref ref-type="bibr" rid="B39">2012</xref>), and audition (Simpson et al., <xref ref-type="bibr" rid="B121">2011</xref>) in coral reef fish]. Again, we suggest that warming and elevated CO<sub>2</sub> may target different parts of the transduction cascade and may interact strongly in systems where cue production depends on activity.</p>
<p>Interaction of global stressors (i.e., warming and elevated CO<sub>2</sub>) with local stressors also needs to be studied, as local stressors (e.g., sediment pollution: O&#x00027;Connor et al., <xref ref-type="bibr" rid="B92">2016</xref>) have been found to disrupt sensory cues and change behavioral responses. One study tested the global stressor of elevated CO<sub>2</sub> and local stressors of sediment runoff and pesticides separately, but did not cross the stressors (Lecchini et al., <xref ref-type="bibr" rid="B65">2017</xref>); each stressor had negative effects on attraction to conspecific chemical cues for both fish and crustacean species, but the possibility of interactive effects (synergism or antagonism) between these stressors remains unexplored.</p>
<p>The continuation of these efforts, especially more realistic laboratory experiments and field experiments when possible, has the potential to identify and address the complex changes in future predator-prey interactions. This expansion will yield a better understanding of climate change impacts on sensory ecology, which can be applied to the success of conservation and restoration efforts for protecting and maintaining ecosystems.</p></sec>
<sec id="s6">
<title>Author Contributions</title>
<p>AD conceived the manuscript, led the literature review, and produced the figures. MW contributed to the literature search and core concepts for this paper, and both authors contributed to writing and revising the final manuscript.</p>
<sec>
<title>Conflict of Interest Statement</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p></sec></sec>
</body>
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<ack><p>We would like to thank Dr. Mark Hay, Dr. Julia Kubanek, and Dr. Dave Hudson for providing feedback on earlier versions of the manuscript. We would also like to thank Dr. Evan Preisser and two reviewers for important comments and valuable guidance that improved the manuscript.</p>
</ack>
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<fn fn-type="financial-disclosure"><p><bold>Funding.</bold> This work was funded by NSF grant Bio-OCE &#x00023;1234449 awarded to MW.</p></fn>
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