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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mar. Sci.</journal-id>
<journal-title>Frontiers in Marine Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mar. Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-7745</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmars.2023.1095930</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Marine Science</subject>
<subj-group>
<subject>Perspective</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Urgent assessment needed to evaluate potential impacts on cetaceans from deep seabed mining</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Thompson</surname>
<given-names>Kirsten F.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/438839"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Miller</surname>
<given-names>Kathryn A.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/455347"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wacker</surname>
<given-names>Jake</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2183465"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Derville</surname>
<given-names>Sol&#xe8;ne</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1129183"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Laing</surname>
<given-names>Christopher</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2163742"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Santillo</surname>
<given-names>David</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/506430"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Johnston</surname>
<given-names>Paul</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Biosciences, Faculty of Health and Life Sciences, University of Exeter</institution>, <addr-line>Exeter</addr-line>, <country>United Kingdom</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Greenpeace Research Laboratories, College of Life and Environmental Sciences, University of Exeter</institution>, <addr-line>Exeter</addr-line>, <country>United Kingdom</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Biosciences, Faculty of Environment, Science and Economy, University of Exeter</institution>, <addr-line>Penryn, Cornwall</addr-line>, <country>United Kingdom</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Marine Mammal Institute, Department of Fisheries, Wildlife, and Conservation Sciences, Oregon State University</institution>, <addr-line>Newport, OR</addr-line>, <country>United States</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Dianne McLean, Australian Institute of Marine Science (AIMS), Australia</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Michele Thums, Australian Institute of Marine Science (AIMS), Australia; Victoria Louise Georgia Todd, Ocean Science Consulting Ltd., United Kingdom</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Kirsten F. Thompson, <email xlink:href="mailto:k.f.thompson@exeter.ac.uk">k.f.thompson@exeter.ac.uk</email>
</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Marine Megafauna, a section of the journal Frontiers in Marine Science</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>14</day>
<month>02</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>10</volume>
<elocation-id>1095930</elocation-id>
<history>
<date date-type="received">
<day>11</day>
<month>11</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>20</day>
<month>01</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Thompson, Miller, Wacker, Derville, Laing, Santillo and Johnston</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Thompson, Miller, Wacker, Derville, Laing, Santillo and Johnston</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>Deep seabed mining operations, if permitted, could present significant risks to ocean ecosystems. Disturbance on any scale is likely to be long lasting and irreversible. Scant research to date has examined the impact that deep sea minerals extraction would have on cetaceans. The Clarion-Clipperton Zone (CCZ) is of particular interest to mining companies aiming to exploit polymetallic nodules. The CCZ, with an average depth of 5,500 m and an area of approximately 11,650,000 km<sup>2</sup>, is a habitat for cetaceans including baleen (mysticetes) and toothed whales (odontocetes). Of particular concern is anthropogenic noise. If permitted, commercial-scale mining is expected to operate 24-hours a day, at varying depths. The sounds produced from mining operations, including from remotely operated vehicles on the seafloor, overlap with the frequencies at which cetaceans communicate, which can cause auditory masking and behavior change in marine mammals. Cetaceans are already facing numerous stressors, including climate change, and many species are still recovering from centuries of exploitation. We argue the need for urgent research to assess more fully the potential impact of deep seabed mining on cetaceans.</p>
</abstract>
<kwd-group>
<kwd>marine minerals</kwd>
<kwd>marine mammals</kwd>
<kwd>International Seabed Authority</kwd>
<kwd>anthropogenic noise</kwd>
<kwd>seamounts</kwd>
<kwd>anthropogenic impacts</kwd>
<kwd>two-year rule</kwd>
<kwd>Clarion Clipperton Zone</kwd>
</kwd-group>
<counts>
<fig-count count="2"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="61"/>
<page-count count="7"/>
<word-count count="3633"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Increasing commercial interest in seabed mineral resources has been driven in part by a perceived need for metals to enable the &#x2018;green transition&#x2019; (<xref ref-type="bibr" rid="B43">Miller et&#xa0;al., 2021</xref>). A legal framework governs human activities in the marine environment, including rights to marine minerals (see <xref ref-type="bibr" rid="B44">Miller et&#xa0;al., 2018</xref> and <xref ref-type="bibr" rid="B55">Thompson et&#xa0;al., 2018</xref>). Broadly, coastal states have rights to resources that fall within the exclusive economic zone (EEZ) within 200 nautical miles (370&#xa0;km) of their coastline. Some commercial shallow seabed mining has already taken place within EEZs, such as offshore diamond mining in Namibia by Diamond Fields International Ltd. Mineral deposits on the deep seabed in the area beyond national jurisdiction (ABNJ) are regulated by the International Seabed Authority (ISA), a United Nations body. In this Perspective we focus on deep seabed mining in the ABNJ, commonly known as the Area.</p>
<p>The mineral deposits of greatest commercial interest are: (i) polymetallic nodules on the abyssal plains; (ii) seafloor massive (polymetallic) sulfides at hydrothermal vents; and (iii) ferromanganese crusts on seamounts. Of the three deposit types, nodules are most likely to be exploited first because of the even greater technical challenges associated with mining vents and seamounts (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>) (<xref ref-type="bibr" rid="B44">Miller et&#xa0;al., 2018</xref>). Deep seabed mining operations have the potential to pose significant risks to ocean ecosystems and not enough is known about the deep seabed mining industry. Although substantial uncertainties and unknowns remain, it is likely that commercial extraction of marine minerals at any scale will have a negative impact on the local ecosystem and potentially further afield. Potential impacts on cetaceans are not well studied to date.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Deep seabed mining areas and with a focus on the spatial overlap of the Clarion Clipperton Zone (CCZ) with data on cetacean occurrence as reported in the OBIS-SEAMAP (<uri xlink:href="https://seamap.env.duke.edu/">https://seamap.env.duke.edu/</uri>) repository. <bold>(A)</bold> A global map of areas of the seabed with known regions of mineral resources. (Source: <xref ref-type="bibr" rid="B44">Miller et&#xa0;al., 2018</xref>. Licensed for use under Creative Commons: <uri xlink:href="http://creativecommons.org/licenses/by/4.0/">http://creativecommons.org/licenses/by/4.0/</uri>). <bold>(B)</bold> sperm whale (<italic>Physeter macrocephalus</italic>) occurrence (in white) <bold>(C)</bold> occurrence of baleen whales (in blue), <bold>(D)</bold> beaked whale occurrence (in yellow), <bold>(E)</bold> Risso&#x2019;s dolphin (<italic>Grampus griseus</italic>) occurrence (in orange), <bold>(F)</bold> the rectangular box marks the extent of cetacean data accessed from OBIS-SEAMAP and approximate location of the boundaries of the CCZ, mining blocks and areas of particular environmental interest and <bold>(G)</bold> occurrence of <italic>Kogia</italic> spp. (<italic>Kogia sima</italic> in dark green, <italic>Kogia breviceps</italic> in purple). Note that occurrence information include data from multiple sources (see supplementary information for more details). Baleen whale data refer to the following species: blue (<italic>Balaenoptera musculus</italic>), fin (<italic>Balaenoptera physalus</italic>), humpback (<italic>Megaptera novaeangliae</italic>), gray (<italic>Eschrichtius robustus</italic>), Bryde&#x2019;s (<italic>Balaenoptera edeni</italic>) and minke whales (<italic>Balaenoptera acutorostrata</italic>) and unidentified baleanopterids. Beaked whale data refer to the following species: Cuvier&#x2019;s (<italic>Ziphius cavirostris</italic>), Longman&#x2019;s (<italic>Indopacetus pacificus</italic>), Blainville&#x2019;s (<italic>Mesoplodon densirostris</italic>), pygmy (<italic>Mesoplodon peruvianus</italic>) and Baird&#x2019;s (<italic>Berardius bairdii</italic>) and unidentified beaked whales. All depth data are derived from GEBCO (<uri xlink:href="https://www.gebco.net/">https://www.gebco.net/</uri>).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1095930-g001.tif"/>
</fig>
<p>No commercial-scale deep seabed mining operations have yet occurred. In June 2021, however, Narau informed the ISA of its intention to trigger the so-called 'two-year rule', meaning that seabed mining could be permitted in 2023 with whatever rules are in place at that time. The ISA is (as of February 2023) continuing to work on draft regulations for exploitation of minerals in the Area. In spite of significant financial and logistical setbacks &#x2013; and concerns voiced by marine scientists and conservation groups &#x2013; seabed mining companies continue efforts to develop commercial operations (<xref ref-type="bibr" rid="B44">Miller et&#xa0;al., 2018</xref>).</p>
<p>The general consensus of marine ecologists that have published on this subject is that commercial extraction of minerals from the deep seabed would cause lasting and irreversible damage to fragile ecosystems (<xref ref-type="bibr" rid="B33">Jones et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B46">Niner et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B38">Levin et&#xa0;al., 2020</xref>). Anticipated impacts from mining include noise and light pollution and dispersal of sediment plumes, in addition to direct effects on species and habitats (<xref ref-type="bibr" rid="B44">Miller et&#xa0;al., 2018</xref>). Arguably the greatest impact will be habitat loss because mining removes mineral substrate, though predicting the scale and extent of the damage to fragile marine habitats is extremely difficult. Although technological advances have led to improved ocean mapping and scientific understanding of deep-sea biodiversity, ecosystem dynamics and connectivity, much remains unknown. A ten-year global census concluding in 2010 estimated that only approximately 20% of marine species had been described by science (<xref ref-type="bibr" rid="B12">Costello et&#xa0;al., 2010</xref>).</p>
<p>Cetaceans, including baleen (mysticetes) and toothed whales (odontocetes), inhabit areas of the oceans where mineral deposits of commercial interest are located. For example, the Clarion Clipperton Zone (CCZ) in the Eastern North Pacific is a key target for manganese nodule extraction and contains complex bathymetry including abyssal plains and seamounts (<xref ref-type="bibr" rid="B16">Cuvelier et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B36">Leitner et&#xa0;al., 2021</xref>). The CCZ is within the distribution range for many cetacean populations, some of which are globally threatened according to the International Union for the Conservation of Nature (IUCN) Red List of Threatened Species. Seamounts are areas of high productivity and provide important nutrition and navigation cues for cetaceans (<xref ref-type="bibr" rid="B25">Garrigue et&#xa0;al., 2015</xref>). In other areas of the ocean, cetaceans have long been negatively impacted by marine industrial activities &#x2013; many species have been reported as sensitive to chemical pollution, habitat degradation and anthropogenic noise associated with industries such as oil and gas exploration and with commercial shipping (<xref ref-type="bibr" rid="B34">Kavanagh et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B47">Pires et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B51">Sahri et&#xa0;al., 2021</xref>). To date, assessments of impacts from deep seabed mining on biodiversity have focused on those species associated with the seabed and not mobile marine megafauna, many of which have poorly described distributions and ecology in the open ocean areas where mining is likely to occur.</p>
<p>This Perspective aims to provide a preliminary evaluation of the potential impact of deep seabed mining on cetaceans. In particular, we highlight the need for extensive research to address the lack of empirical data related to cetacean ecology in offshore areas and commercial-scale deep seabed mining. Given such knowledge gaps we hope that this Perspective will provide the basis for further discussion and research &#x2013; and the application of the Precautionary Principle.</p>
</sec>
<sec id="s2">
<label>2</label>
<title>Spatial overlap between cetaceans and proposed deep seabed mining</title>
<p>Oceanic cetaceans inhabit deep regions of the ocean from the shelf break to the abyssal plains, either as primary habitat (for example, the beaked whales and oceanic dolphins) or during migrations (for example, humpback whales, <italic>Megaptera novaeangliea</italic>). Gathering data on species offshore presents logistical challenges resulting in considerable knowledge gaps relating to their distributions and ecology. Nonetheless, cetacean distribution data available from online repositories, such as OBIS-Seamaps (<uri xlink:href="https://seamap.env.duke.edu/">https://seamap.env.duke.edu/</uri>), indicate significant spatial overlap between cetacean habitats and potential deep seabed mining sites.</p>
<p>The CCZ is in the eastern Pacific range, covering an area of approximately 11,650,000 km<sup>2</sup> at an average depth of 5,500 m (<xref ref-type="bibr" rid="B60">Wedding et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B41">Marsh et&#xa0;al., 2018</xref>), and provides habitat to an estimated 22&#x2013;30 species of cetacean, including dolphins, sperm whales, kogiids and ziphiids (<xref ref-type="bibr" rid="B8">Carwardine, 2020</xref>). Population densities are largely unknown. Even though systematic surveys of the CCZ area are sparse, data from multiple research cruises reported in the OBIS-SEAMAP repository show multiple cetacean species within the CCZ (<xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1B&#x2013;G</bold>
</xref>), including sperm whales (<italic>Physeter macrocephalus</italic>), multiple baleen and beaked whale species, Risso&#x2019;s dolphins (<italic>Grampus griseus</italic>) and dwarf and pygmy sperm whales (<italic>Kogia</italic> spp.). Although more survey data are needed to determine temporal and spatial use of the CCZ by cetaceans, available data clearly confirm the presence of the aforementioned species in the region.</p>    <p>Seamounts are found in numerous locations around the globe and are also a potential target for deep seabed mining (particularly those whose summits are relatively shallow), as well as being important pelagic biodiversity hotspots. For example, seamounts in the deep waters of the Azores are feeding stations for dolphins (<xref ref-type="bibr" rid="B9">Casc&#xe3;o et&#xa0;al., 2020</xref>) and for humpback whales during migration (<xref ref-type="bibr" rid="B50">Ross-Marsh et&#xa0;al., 2022</xref>). Data from bottom-mounted hydrophones deployed on Vema seamount, southeast Atlantic, indicated that numerous baleen whale species were present around the seamount (<xref ref-type="bibr" rid="B20">Elwen et&#xa0;al</xref>., <italic>in press</italic>). Similar data collected at Antigonia seamount, South Pacific, indicated the constant presence of odontocetes, with these animals likely moving from deeper to shallower waters to forage at night (<xref ref-type="bibr" rid="B5">Barcock, 2022</xref>). Humpbacks tracked across the South Pacific have been recorded spending extended periods of time at seamounts and regrouping in great numbers there, either for feeding or socializing (<xref ref-type="bibr" rid="B19">Derville et&#xa0;al., 2020</xref>). Other studies suggest that oceanic seamounts are also important for humpback whale mating, calving and nursing (<xref ref-type="bibr" rid="B18">Derville et&#xa0;al., 2018</xref>).</p>
</sec>
<sec id="s3">
<label>3</label>
<title>Anthropogenic noise from deep seabed mining</title>
<p>One of the major potential impacts on cetaceans from deep seabed mining activity is expected to be from noise produced by commercial operations, and for that reason is the primary focus of this Perspective. Anthropogenic noise in the ocean travels, or propagates, differently depending on the frequency and amplitude of the source. Ocean sound can propagate far from a point source of production, especially in sound fixing and ranging (SOFAR) channels created through interactions between temperature and pressure, which cause additional internal refraction and horizontal propagation (<xref ref-type="bibr" rid="B48">Prideaux &amp; Prideaux, 2016</xref>). Ocean noise is characterized into three frequency bands: low (10 to 500&#xa0;Hz); medium (500&#xa0;Hz to 25 kHz); and high (&gt;25 kHz) (<xref ref-type="bibr" rid="B29">Hildebrand, 2009</xref>). Low-frequency noise arises predominantly from human sources (commercial shipping and seismic exploration) and has potential for long-range propagation &#x2013; for example, seismic low frequency airgun noise has been detected over a distance of 3,000 km from source using an array of autonomous bottom-mounted hydrophones (<xref ref-type="bibr" rid="B45">Nieukirk et&#xa0;al., 2004</xref>). Medium-frequency sounds have the potential to travel tens of kilometers; high-frequency noise is attenuated within a few kilometers (<xref ref-type="bibr" rid="B29">Hildebrand, 2009</xref>).</p>
<p>The frequency, amplitude and duration of noise that could be generated by deep seabed mining will depend upon how minerals are extracted and/or how many companies might carry out extraction in a given area. A reasonable expectation is that commercial-scale mining would operate 24-hours a day, at varying depths at the seabed (<xref ref-type="bibr" rid="B44">Miller et&#xa0;al., 2018</xref>), and that noise emitted would depend upon the collection process, specific location and bathymetry. Some deposits could be mined using remotely operated vehicles (ROVs), with a resulting slurry of seabed material and seawater pumped to surface support vessels for primary processing, and with deposition of waste sediment back into the water column (<xref ref-type="bibr" rid="B44">Miller et&#xa0;al., 2018</xref>). Noise is likely to be concentrated at the seabed and surface, although midwater pumps, slurry flow and ROV equipment would distribute noise throughout the water column (<xref ref-type="bibr" rid="B10">Christiansen et&#xa0;al., 2020</xref>). Surface support vessels produce low frequency and broadband sound (over a broad range of frequencies) similar to that produced by commercial shipping (<xref ref-type="bibr" rid="B29">Hildebrand, 2009</xref>). At the seabed, ore extraction is likely to produce a broad range of frequencies, some of which will be at the lower frequencies and could travel for at least several hundred kilometers. Pumps on surface vessels and material transfer between surface vessels may be analogous to noise emitted by standard dredging and drilling although sound propagation could be quite different at greater depths (<xref ref-type="bibr" rid="B42">McQueen et&#xa0;al., 2019</xref>). According to <xref ref-type="bibr" rid="B35">Kyhn et&#xa0;al. (2014)</xref>, drillships that operate at circa 500&#xa0;m depth introduce broadband noise ranging from 184&#x2013;190 dB re 1 &#xb5;Pa at 1&#xa0;m. Acoustic telemetry, used to coordinate ROV equipment, uses loud, repetitive, high frequency sound that can be 40&#x2013;60 dB louder than dolphins at frequencies around 17 kHz, which is within their audible range. Telemetry is beyond the upper audible range for many adult humans (around 15 kHz on average, <xref ref-type="bibr" rid="B40">Markandeya et&#xa0;al., 2018</xref>), but is well within the range that dolphins, porpoises and beaked whales use to communicate.</p>
<p>Indeed, cetaceans produce and detect sounds within a number of specific frequency bands, for conspecific communication (for example, to coordinate group behavior during foraging, social interactions and breeding, <xref ref-type="bibr" rid="B4">Bailey et&#xa0;al., 2009</xref>) and to navigate with echolocation, and with significant overlap with a variety of anthropogenic sources of noise (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>) (<xref ref-type="bibr" rid="B1">Allen et&#xa0;al., 2013</xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>A schematic showing cetacean bioacoustics, anthropogenic noise (as a proxy for noise likely to be generated by deep seabed mining) and acoustic telemetry (which is the noise generated by remotely operated vehicles) (<xref ref-type="bibr" rid="B21">Erbe, 2003</xref>; <xref ref-type="bibr" rid="B29">Hildebrand, 2009</xref>; <xref ref-type="bibr" rid="B35">Kyhn et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B37">Leroy et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B40">Markandeya et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B53">Teague et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B24">Galatius et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B42">McQueen et&#xa0;al., 2019</xref>). Silhouettes of Risso&#x2019;s dolphin, humpback and Cuvier&#x2019;s beaked whales by Chris Huh from Phylopic (<uri xlink:href="https://creativecommons.org/licenses/by-sa/3.0/">https://creativecommons.org/licenses/by-sa/3.0/</uri>), blue whale from Freepik (<uri xlink:href="https://www.freepik.com/">https://www.freepik.com/</uri>).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1095930-g002.tif"/>
</fig>
<p>Interference of ocean noise with the sound perception of animals is termed auditory masking and can cause a variety of behavioral changes (<xref ref-type="bibr" rid="B22">Erbe et&#xa0;al., 2016</xref>). Masking occurs when anthropogenic noise degrades the perception of biologically important signals, such as those used for communication or navigation (<xref ref-type="bibr" rid="B54">Terhune &amp; Killorn, 2021</xref>). The degree of masking is determined by the extent to which the frequency and amplitude of the received noise overlaps with cetacean bioacoustics (<xref ref-type="bibr" rid="B22">Erbe et&#xa0;al., 2016</xref>). Depending on the frequency of the noise, individuals close to the source of the sound may be more affected by auditory masking because there is less sound attenuation across short distances than long distances (<xref ref-type="bibr" rid="B22">Erbe et&#xa0;al., 2016</xref>). Cetaceans reliant on low frequency sound are more likely to experience masking over long distances because low frequency sound travels the furthest (<xref ref-type="bibr" rid="B29">Hildebrand, 2009</xref>; <xref ref-type="bibr" rid="B48">Prideaux and Prideaux, 2016</xref>).</p>
<p>Research into the sounds made by whales suggests that increased anthropogenic noise, such as from commercial ships, military sonar or seismic surveys, can mask calls between mating fin whales (<italic>Balaenoptera physalus</italic>) (<xref ref-type="bibr" rid="B15">Croll et&#xa0;al., 2002</xref>). Another study concluded that anthropogenic noise increased the risk of humpback whale mother&#x2013;calf separation because normal vocalizations between them are very quiet (<xref ref-type="bibr" rid="B58">Videsen et&#xa0;al., 2017</xref>). Toothed whales such as sperm whales that rely on higher frequencies of 15 kHz can be negatively affected by sonar (<xref ref-type="bibr" rid="B59">von Benda-Beckmann et&#xa0;al., 2021</xref>). Anthropogenic noise, particularly from mid- and low-frequency sonar, seems to elicit either a startle response (foraging beaked whales surface quickly, increasing risk of gas emboli, sometimes followed by stranding) or a cessation in foraging (<xref ref-type="bibr" rid="B23">Frantzis, 1998</xref>; <xref ref-type="bibr" rid="B13">Cox et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B30">Hooker et&#xa0;al., 2019</xref>). <xref ref-type="bibr" rid="B7">Blackwell et&#xa0;al. (2015)</xref> found that bowhead whales (<italic>Balaena mysticetus</italic>) can initially shift calling frequencies to outcompete, but ultimately stop calling in response to increasingly loud airgun noise.</p>
<p>The density, abundance and ecology of most beaked whale species are poorly understood but the spatial overlap between deep seabed mining regions and beaked whale habitat is a concern. Beaked whales such as northern bottlenose whales (<italic>Hyperoodon ampullatus</italic>) and Cuvier&#x2019;s beaked whales have been shown to respond to mid-frequency active sonar (1&#x2013;10 kHz, between 117 &#x2013; 126 dB re 1 &#xb5;Pa at 1&#xa0;m) (<xref ref-type="bibr" rid="B17">DeRuiter et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B6">Bernaldo de Quir&#xf3;s et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B61">Wensveen et&#xa0;al., 2019</xref>). Not all cetaceans respond in the same way to a given sound. For example, noise from dredging and shipping prompted avoidance responses in minke whales (<italic>Balaenoptera bonaerensis</italic>), which are sensitive to low-frequency sound, but did not deter bottlenose dolphins (<italic>Tursiops truncatus</italic>), perhaps because odontocetes are less sensitive at low frequencies (<xref ref-type="bibr" rid="B2">Anderwald et&#xa0;al., 2013</xref>). There is, nonetheless, a clear need for further research into the potential for sound from commercial mining activities to alter the behavior of marine mammals and the implications of this at a population level.</p>
</sec>
<sec id="s4">
<label>4</label>
<title>Habitat degradation and removal</title>
<sec id="s4_1">
<label>4.1</label>
<title>Plumes</title>
<p>Settlement of sediment plumes generated by mining vehicles could smother benthic species in the vicinity, while sediment discharged from processing vessels would increase turbidity in the water column and could mobilize contaminants. Sediment plumes are likely to cause both immediate and longer-term impacts, depending on specific location characteristics (<xref ref-type="bibr" rid="B44">Miller et&#xa0;al., 2018</xref>), and while their potential impact on cetaceans is currently unknown, future detailed assessments should consider the possible interaction of cetaceans and their prey with plumes.</p>
</sec>
<sec id="s4_2">
<label>4.2</label>
<title>Degradation of seamounts and habitat used for foraging</title>
<p>Recovery of deep seabed habitats from any form of mineral exploitation is likely to be extremely slow, or impossible (<xref ref-type="bibr" rid="B46">Niner et&#xa0;al., 2018</xref>). Few large-scale, long-term experiments have been conducted, though one notable experiment on nodule mining found that benthic disturbance was still evident more than 20 years later (<xref ref-type="bibr" rid="B26">Gausepohl et&#xa0;al., 2020</xref>).</p>
<p>Sessile organisms increase seabed complexity and provide habitat for benthopelagic species. Removal of habitat provided by mineral deposits themselves will cause mortality to organisms that live on the deposits &#x2013; as well as having an impact on the wider food web (<xref ref-type="bibr" rid="B39">Levin et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B57">Vanreusel et&#xa0;al., 2016</xref>). Many seamounts have higher species richness and enhanced productivity than coastal or abyssal areas and, as a result, can aggregate pelagic species, providing food sources for cetaceans. For example, humpbacks were observed feeding at the Vema seamount on their migration to the Southern Ocean (Elwen et&#xa0;al., <italic>in press</italic>). Seamount mining is expected to remove at least the upper 10&#xa0;cm of benthic material in mineral-rich areas, obliterating physical features that could in turn even influence productivity at the summit of seamounts (<xref ref-type="bibr" rid="B44">Miller et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B38">Levin et&#xa0;al., 2020</xref>). The damage caused by commercial trawling of seamounts provides perhaps the best proxy we have so far for the impacts that could arise from mineral extraction, including habitat destruction and the resuspension of sediments into the water column (<xref ref-type="bibr" rid="B49">Pusceddu et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B11">Clark et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B28">Goode et&#xa0;al., 2020</xref>). In such cases, increased light attenuation from resuspended sediments can decrease productivity and, in turn, diminish pelagic species biomass (<xref ref-type="bibr" rid="B52">Shi and Wang, 2010</xref>; <xref ref-type="bibr" rid="B39">Levin et&#xa0;al., 2016</xref>). If mining operations remove sediment in a similar way to prolonged trawling, it is plausible that foraging regions for pelagic species could be irreversibly damaged.</p>
</sec>
</sec>
<sec id="s5">
<label>5</label>
<title>Governance of marine minerals</title>
<p>The current fragmented nature of ocean governance in relation to mining activities hinders conservation effort because the seabed is partly under ISA jurisdiction and partly under the jurisdiction of coastal states. The governance of deep seabed mining exploration (and exploitation) in areas beyond national jurisdiction falls under the purview of the ISA, which has responsibility to manage anthropogenic activities in the Area. The ISA has, as of February 2023, issued 31 exploration contracts in the ABNJ for the three main mineral types. In spite of it being an international UN organization, the transparency of the ISA&#x2019;s work has been called into question (<xref ref-type="bibr" rid="B3">Ardron et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B27">Gerber and Grogan, 2020</xref>).</p>
<p>More broadly, the lack of coherent ocean protection mechanisms means that marine flora and fauna are vulnerable to increasing anthropogenic threats. The UN negotiations to develop a legally binding instrument for conservation and sustainable use of marine biological diversity in areas beyond national jurisdiction provide an opportunity to consolidate commitments to marine conservation, improve governance of human activities in the high seas and implement dynamic management approaches (<xref ref-type="bibr" rid="B14">Crespo et&#xa0;al., 2020</xref>). How such developments may influence the exploration for and exploitation of seabed mineral resources remain to be seen.</p>
</sec>
<sec id="s6" sec-type="conclusion">
<label>6</label>
<title>Conclusion</title>
<p>Oceans globally are facing increasing pressure from anthropogenic activities. Deep seabed mining would add to those stressors. There are concerns that exploiting non-renewable resources from the deep sea runs counter to United Nations (UN) Sustainable Development Goal 14, which aims &#x201c;to protect the health of the ocean&#x201d;, and also brings into question Article 140 of the United Nations Convention on the Law of the Sea (UNCLOS), which stipulates that activities within the ABNJ are to be carried out for &#x201c;the benefit of mankind as a whole&#x201d; (<xref ref-type="bibr" rid="B56">UNCLOS, 1982</xref>). If deep seabed mining companies begin commercial-scale exploitation in 2023, the industry could damage the oceans in ways we do not fully understand before germane regulations are even developed, and perhaps at the expense of species that have been the focus of conservation effort for many years. Far-from-sight impacts on cetaceans could go largely unquantified and unnoticed, along with those on other pelagic predator species that rely on deep ocean areas, including sharks.</p>
<p>The demand for minerals to support green energy and transport is often cited as justification for seabed mining. This link is questionable and highlights the importance of deeper scrutiny into the drivers underlying the pursuit of seabed minerals and the need to address them as far as possible through more sustainable means (<xref ref-type="bibr" rid="B43">Miller et&#xa0;al., 2021</xref>). The IUCN Cetacean Specialist Group has classified five cetacean species as &#x2018;critically endangered&#x2019;, including the North Atlantic Right whale (<italic>Eubalaena glacialis</italic>) and the newly described Rice&#x2019;s whale (<italic>Balaenoptera ricei</italic>), as well as an additional 19 sub-species or populations. Currently 12 species are listed as &#x2018;endangered&#x2019;, including the sei whale (<italic>Balaenoptera borealis</italic>) and blue whale (<italic>Balaenoptera musculus</italic>) (<xref ref-type="bibr" rid="B32">IUCN, 2022</xref>). Insufficient data are available to assess the population status of a significant number of species, though the distributions of at least some of these species include areas being explored for commercial seabed mining. In this Perspective we aim to catalyze focused discussions between cetacean and deep ocean specialists to act with urgency to assess the impacts that deep seabed mining could have on cetacean populations, including through collaboration to cement new research partnerships. An integrated research partnership or consortium could be developed through existing networks, perhaps building on the example of the Southern Ocean Research Partnership that aims to maximize conservation-oriented outcomes for Southern Ocean cetaceans. Given the imminent threat that the two-year rule presents to ocean conservation, we suggest there is no time to waste.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>KT, JW and KM conceived the perspective. KT, KM, JW wrote the manuscript. SD, CL, DS, PJ critically reviewed the paper. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>The preparation of this manuscript was funded by Umweltstiftung Greenpeace to provide independent scientific advice and analytic services to that non-governmental organization.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We would like to thank Dr M&#xf3;nica de Silva, Dr Rui Prieto, Dr Jaime Sutcliffe and Dr Tim Smyth. We extend thanks to Thomas Webber and Ildiko Kriston for help with designing the two figures. In addition, we thank two  reviewers for their helpful comments that improved the manuscript.</p>
</ack>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of interest</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 id="s10" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s11" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fmars.2023.1095930/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmars.2023.1095930/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet_1.csv" id="SM1" mimetype="text/csv"/>
<supplementary-material xlink:href="DataSheet_2.csv" id="SM2" mimetype="text/csv"/>
<supplementary-material xlink:href="Table_1.xlsx" id="SM3" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
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