ملاحظات

مقدمة

(1)
The Tree of Life is a term I deploy, much like Charles Darwin as well as contemporary scientists, to refer to the idea that shared common descent among the various biological groups on Earth can be depicted—although imperfectly—by an evolutionary tree, as a visual metaphor of the relatedness of different species.
(2)
Dakin et al. (2016); Freeman (2012); Freeman and Hare (2015). See also Yorzinski et al. (2013, 2015, 2017).
(3)
See, for example, Talandier et al. (2002, 2006).
(4)
Nishida et al. (2000); Suda et al. (1998); Webb (2007).
(5)
Some types of earthquakes generate atmospheric disruptions that alter patterns in the electrically charged particles in the outer part of the Earth’s atmosphere (the ionosphere); this phenomenon can be measured by tracking anomalies in radio signals between ground receivers and satellites. This coupling between the lithosphere (the Earth’s mantle and crust) and the atmosphere is known to scientists as coseismic ionospheric disturbance (CID): Heki (2011); J. Liu et al. (2011); H. Liu et al. (2021).
(6)
Feder (2018); Narins et al. (2016); NOAA Infrasonics Program (2020).
(7)
French et al. (2009). See also Bedard and George (2000). Some of the microphones used to listen to Earth’s passive infrasound are part of the worldwide International Monitoring System (IMS) that was created to verify compliance with the Comprehensive Nuclear Test-Ban Treaty. The primary purpose of the IMS is to detect nuclear testing, but it also detects data on a variety of climatological and geological phenomena.
(8)
Bakker et al. (2014); Gagliano (2013a, 2013b); Gagliano, Mancuso, et al. (2012); Gagliano, Renton, et al. (2012); Ibanez and Hawker (2021); Surlykke and Miller (1985).
(9)
Masterton et al. (1969); Sales (2012).
(10)
For recent studies on ultrasonic communication by primates, see Arch and Narins (2008); Gursky (2015, 2019); Geerah et al. (2019); Klenova et al. (2021); Ramsier et al. (2012); Sales (2010); and Zimmerman (2018). For some of the earliest studies on ultrasonic communication in bats, mice, moths, and porpoises, see Griffin (1958); Kellogg et al. (1953); Noirot (1966); Pierce (1948); and Roeder (1966).
(11)
Jones (2005).
(12)
Bats’ echolocation calls have been recorded at 130 decibels, the pain threshold for human hearing: Jones (2005).
(13)
D. Hill (2008).
(14)
For example, a continental-scale bioacoustics observatory has been launched for the Australian continent, which provides a “direct and permanent record of terrestrial soundscapes through continuous ecoregions, including those periodically subject to fire and flood, when manual surveys are dangerous or impossible” (Roe et al. 2021). In the US, large bioacoustics monitoring frameworks have been set up, including a network of over two thousand listening stations in the Sierra Nevada (Reid et al. 2021; Wood, Gutiérrez, et al. 2019; Wood, Popescu, et al. 2019; Wood, Klinck, et al. 2021; Wood, Kryshak, et al. 2021).
(15)
Gibb et al. (2019); Hill et al. (2018); Whytock and Christie (2017).
(16)
Hoffmann et al. (2012); King and Janik (2013); King et al. (2013); Marconi et al. (2020); Melotti et al. (2021); Slobodchikoff et al. (1991); Slobodchikoff, Paseka, et al. (2009); Slobodchikoff, Perla, et al. (2009); Vergara and Mikus (2019).
(17)
A note on wording: This book uses the terms sound and vocalizations rather than “noise.” The term noise was often used to refer to nonhuman vocalizations in the past, but its etymology conveys an implicit meaning: disturbance, disharmony. The word’s Latin roots are also found in words like nausea (seasickness), nocere (to harm), and noxia (nuisance). I reserve the term noise to refer to environmental pollution.
(18)
Technical Committee on Bioacoustics. See https://tcabasa.org/.
(19)
More precisely, bioacoustics focuses on the study of animal communication and associated behavior; auditory capacities and auditory mechanisms of animals; sound production anatomy and neurophysiology of animals; and biosonar.
(20)
Truax and Barrett (2011).
(21)
Cities have soundscapes too. The inventor of the term soundscape, Michael Southworth, first focused on urban noise. See Southworth (1967, 1969).
(22)
Farina (2018); Farina and Gage (2017); Ritts and Bakker (2021); Sueur and Farina (2015); Xie et al. (2020).
(23)
Carruthers-Jones et al. (2019).
(24)
Benson (2010).
(25)
Farley et al. (2018).
(26)
Machine learning is a branch of artificial intelligence (and hence computer science) that seeks to emulate human intelligence by developing computational algorithms to analyze and draw inferences from patterns in datasets. In some cases, algorithms can learn without following explicit instructions, and can execute tasks (such as pattern recognition) much faster than humans. There are several different types of machine learning, a detailed discussion of which is beyond the scope of this book. For a general introduction and critique of the limits of AI, see Marcus and Davis (2019).
(27)
See, for example, Bijsterveld (2019); Darras et al. (2019); and Mustafa et al. (2019).
(28)
Long-duration acoustic recordings of the environment can record continuously for weeks or months and thereby generate terabytes of data, which are challenging to analyze using traditional methods. Acoustic monitoring has several benefits: better spatial and temporal coverage; objectivity (versus traditional in-person observations, which are observer dependent); and persistence (recordings can be stored over time, enabling longitudinal comparisons). Machine learning analysis can be a powerful method, but is typically time consuming to prepare. Supervised machine learning methods require high-quality annotated data as training datasets for the algorithms. Preparing these labeled datasets is laborious, time consuming, and costly. Active learning is one method that can be used to reduce this burden; in cases where raw data is available but labeled data is scarce, patterns (those most likely to contain information of interest) are selected at each iteration for manual annotation by a human expert, who can identify the specific animal making a sound and perhaps link the sound to a relevant behavior. See Kahl et al. (2021); Kholghi et al. (2018); Oliver et al. (2018); Shiu et al. (2020); and Zeppelzauer et al. (2015).
(29)
Kohlghi et al. (2018). Machine learning can relieve humans of the tedious work of classification, and at least partially automate the laborious process of searching for patterns in vocalizations. Machine learning algorithms have enabled scientists to decode links between vocalizations and complex social behavior in well-studied species (like birds), but also in species that are more challenging to study (like bats, which vocalize above human hearing range and can generate hundreds of calls per minute in a crowded colony). See Kershenbaum et al. (2016).
(30)
Kimmerer (2015, 158).
(31)
De Chardin (1964), cited in Fleissner and Hofkirchner (1998, 205); Kreisberg (1995); Steinhart (2008); Yeo et al. (2012); Yin and McCowan (2004).
(32)
McLuhan (1964).
(33)
Archibald (2008); Clutesi (1967); Parent (2018).
(34)
Zadeh and Akbari (2016).
(35)
Langdon (2018).
(36)
Gera (2003).
(37)
Crane (2013). The extensive debates about animal language in philosophy and animal studies are beyond the scope of this book; for further reference, see Derrida (2008).
(38)
Dillon (1997); Hughes (1983); Wertime (1983).
(39)
Borrows (2022); Watts (2013, 2020).

الفصل الأول: أصوات الحياة

(1)
New Bedford Whaling Museum (2020a, 2020b).
(2)
Heller (2020).
(3)
Shoemaker (2005, 2014, 2015).
(4)
Bockstoce (1986).
(5)
Webb (2011).
(6)
Demuth (2017, 2019a, 2019b, 2019c); Jones (2015).
(7)
Bockstoce (1986).
(8)
Aldrich (1889, 61).
(9)
Barr (2020); Barr et al. (2017).
(10)
Melville (2010).
(11)
Aksaarjuk (1987).
(12)
Wright (1895, 41).
(14)
Aldrich (1889, 33).
(15)
Aldrich (1889).
(17)
Aldrich (1889, 33).
(18)
Aldrich (1889, 33).
(19)
Aldrich (1889, 34).
(20)
Aldrich (1889, 116).
(21)
Aldrich (1889, 49).
(22)
I believe that this is the first discussion of Aldrich’s story in the contemporary period, at least with respect to whale bioacoustics.
(23)
Helmreich (2016).
(24)
Eber (1996).
(25)
Gogala (2014); Weber and Thorson (2019).
(26)
Godin (2017); Munk and Day (2008); Munk et al. (1995); Worzel (2000).
(27)
The SOFAR channel exists because of the relationship between sound speed, temperature, and pressure: the lower the depth, the colder the water and the slower sound travels. But pressure also increases with depth. As you descend into the depths of the ocean, there is a point where water temperature stabilizes, beyond which only pressure increases; at this depth, sound travels at its slowest speed through water (the “sound speed minimum”). The SOFAR channel is found at this depth, which may vary according to ocean conditions. Somewhat analogous to how a fiber optic cable guides light, this deep horizontal channel not only guides sound waves but also preserves them over much longer distances than at other depths; the sound waves are bent (or refracted) back toward the channel axis, where the lowest sound speed occurs. Thus channeled, low-frequency sound can travel for long distances (higher-frequency sound is absorbed more rapidly and is only detectable at shorter distances).
(28)
Evans (1994); Whitman (2005). Some of the Navy recordings are still classified. Later, another passive monitoring system was created: DIFAR, via which sonobuoys were dropped directly from planes or deployed from submarines. And in the 1970s, SURTASS, an active monitoring system that sends out powerful pulses and listens for echoes, was created. DIFAR stands for directional LOFAR (lower-frequency analysis and recording). See D’Spain et al. (1991).
(29)
Fish (1954); Fish et al. (1952); Tavolga (2012).
(30)
Tavolga (2012).
(31)
New York Times (1989).
(32)
Erskine (2013); Nishimura (1994).
(33)
Schevill (1962).
(34)
Lubofsky (2019).
(35)
Negri (2004).
(36)
Ibid.
(37)
Ketten (1997).
(38)
Bentley (2005).
(39)
Tyack and Clark (2000). See also Schevill and Lawrence (1949).
(40)
Deecke et al. (2000, 2010); Filatova et al. (2012, 2013); Foote et al. (2006); Janik (2014); Kremers et al. (2012); Weiß et al. (2011).
(41)
Brown (2019); Ivkovich et al. (2010).
(42)
Holt et al. (2019).
(43)
Schiffman (2016).
(44)
Clark (1998); D’Spain et al. (1991); Ketten (1997); Mourlam and Orliac (2017).
(45)
Whitman (2005).
(46)
Watlington (1980); Yandell (2017).
(47)
Kwon (2019).
(48)
Payne (2021).
(49)
Kwon (2019).
(50)
Watlington (1982).
(51)
CBS Interactive Inc. (2014).
(52)
Allchin (2015); Rothenberg (2008). See also Johnston-Barnes (2013).
(53)
McQuay and Joyce (2015).
(54)
Ibid.
(55)
Brody (1993).
(56)
Payne and McVay (1971); Negri (2004).
(57)
Payne and McVay (1971, 597); Van Cise et al. (2018).
(58)
Schevill and Lawrence (1949). See also Schevill (1962) and Gertz (2016). To listen to the recordings, refer to Watkins Marine Mammal Sound Database (2021).
(59)
Payne (2000).
(60)
Cummings and Philippi (1970); Guinee and Payne (1988); Payne and Payne (1985); Payne and McVay (1971); Payne and Webb (1971).
(61)
Garland et al. (2011, 2017).
(62)
Darling et al. (2014); Garland et al. (2011, 2013, 2017).
(63)
Ocean Alliance (2019).
(64)
Payne and Webb (1971).
(65)
Brody (1993).
(66)
Kwon (2019).
(67)
Schneider and Pearce (2004).
(68)
World Wildlife Fund (2013).
(69)
Payne and Webb (1971).
(70)
Marler (1974, 35).
(71)
Kwon (2019).
(72)
Kwon (2019); Mellinger and Clark (2003); Stafford et al. (1998). See also Brand (2005).
(73)
Schevill and Watkins (1972).
(74)
Clark and Clark (1980).
(75)
Rolfe (2012).
(76)
Nishimura (1994).

الفصل الثاني: المحيط الشادي

(1)
Albert (2001).
(2)
Royal Geographical Society (2018).
(3)
Sakakibara (2009).
(4)
Demuth (2019c).
(5)
Sakakibara (2009, 292).
(6)
Brewster (2004); Sakakibara (2008, 2009, 2010); Turner (1993); Zumwalt (1988).
(7)
Cited in Sakakibara (2010, 1007).
(8)
Lantis (1938).
(9)
Adams (1979).
(10)
Blackman (1992); Bodenhorn (1990); Brower (1942); Hess (2003); Kruse et al. (1982); Sakakibara (2017).
(11)
Brewster (2004).
(12)
Brewster (1997).
(13)
Baker and Vincent (2019).
(14)
Blackman (1992); Brewster (2004); Huntington et al. (2001).
(15)
Albert (1992, 25).
(16)
Citta et al. (2015).
(17)
Ashjian et al. (2010); Grebmeier et al. (2006); Moore and Laidre (2006); Moore et al. (2010); Watanabe et al. (2012).
(18)
Wohlforth (2005).
(19)
Albert (2001).
(20)
Burns et al. (1993); George et al. (2004); Noongwook et al. (2007); Wohlforth (2005).
(21)
Wohlforth (2005).
(22)
Kelman (2010).
(23)
Huntington et al. (2017).
(24)
Joyce and McQuay (2015).
(25)
Joyce and McQuay (2015). See also Hess (2003) and Wohlforth (2005).
(26)
Clark and Johnson (1984).
(27)
Clark et al. (1986).
(28)
Ko et al. (1986).
(29)
Clark and Ellison (1989); Zeh et al. (1988).
(30)
The tracking algorithm, which was gradually refined over several years, became an integral component of the evaluation framework for the combined visual and acoustic data. See Clark (1998); Clark et al. (1996); Clark and Ellison (1989); Greene et al. (2004); and Sonntag et al. (1988).
(31)
Ko et al. (1986).
(32)
Ellison et al. (1987); George et al. (1989).
(33)
Brower (1942); Tyrrell (2007); George et al. (1989); Schell (2015).
(34)
Tyrrell (2007).
(35)
Erbe (2002); Greene (1987); Koski and Johnson (1987); LGL/Greeneridge Sciences (1995); Matthews et al. (2020); Patenaude et al. (2002); Richardson et al. (1985, 1986, 1990); Richardson and Greene (1993); Streever et al. (2008); Wartzok et al. (1989).
(36)
George et al. (1999); Wohlforth (2005).
(37)
Erbs et al. (2021); Johnson et al. (2011); Stafford et al. (2018); Würsig and Clark (1993).
(38)
George et al. (2004).
(39)
Albert (2001); Clark et al. (1996); Clark and Ellison (1989); George et al. (1989, 2004).
(40)
See “Description of the USA Aboriginal Subsistence Hunt: Alaska” at https://iwc.int/alaska.
(41)
Suydam and George (2021).
(42)
IWC (1982, 44). See also Ikuta (2021) and “Description of the USA Aboriginal Subsistence Hunt: Alaska” at https://iwc.int/alaska.
(43)
Duarte et al. (2021).
(44)
Clark et al. (2009).
(45)
Blackwell et al. (2013); Charif et al. (2013); Ljungblad et al. (1988); Richardson et al. (1999).
(46)
See also Weilgart (2007).
(47)
Weilgart (2007).
(48)
Eisner et al. (2013).
(49)
Comiso et al. (2008); Druckenmiller et al. (2018); Gearheard et al. (2006, 2010, 2013); Stroeve et al. (2008, 2011).
(50)
George et al. (2017); Hartsig et al. (2012); Hauser et al. (2018).
(51)
Berkman et al. (2016); Parks et al. (2019).
(52)
Matthews et al. (2020); Willoughby et al. (2020). See also NWMB et al. (2000) and Ferguson et al. (2012).
(53)
Herz (2019).
(54)
Clark et al. (2015); George et al. (2004); George and Thewissen (2020); Stafford and Clark (2021).
(55)
Nishimura (1994).
(56)
Clark (1995); Stafford et al. (2001); Watkins et al. (2000, 2004).
(57)
George et al. (2018). See also Fox et al. (2001); Wiggins (2003).
(58)
Shiu et al. (2020).
(59)
Vickers et al. (2021).
(60)
Johnson and Tyack (2003).
(61)
Green et al. (1994); Johnson and Tyack (2003); Miller et al. (2000); Parks, Clark, and Tyack (2007).
(62)
Thode et al. (2012).
(63)
Parks et al. (2007).
(64)
Parks et al. (2007).
(65)
Syracuse University (2019).
(66)
Johnson et al. (2015); Stafford et al. (2008, 2012); Tervo et al. (2011); Würsig and Clark (1993).
(67)
Clark and Johnson (1984); Cumming and Holliday (1987); Delarue, Laurinolli, et al. (2009); Delarue, Todd, et al. (2009); Ljungblad et al. (1980, 1982); Stafford and Clark (2021); Tervo et al. (2011); Würsig and Clark (1993).
(68)
Johnson et al. (2015); on the question of songbird diversity predicting population health, see Laiolo et al. (2008).
(69)
NOAA Fisheries (2020a, 2020b).
(70)
Gabrys (2016b, 90). See also Gabrys (2016a).
(71)
Brewster (2004); Huntington et al. (2021). See also “Description of the USA Aboriginal Subsistence Hunt: Alaska” at https://iwc.int/alaska.
(72)
Brewster (2004); Wohlforth (2005).
(73)
Bodenhorn (1990).
(74)
Brewster (2004, 156).
(75)
Gillespie et al. (2020); Hastie et al. (2019).

الفصل الثالث: الرعد الصامت

(1)
Parker and Graham (1989).
(2)
Estimates vary, but indicate that the African elephant population of over 1.3 million in 1979 was reduced to less than half that number by 1989: Douglas-Hamilton (1987, 2009); Poole and Thomsen (1989); Roth and Douglas-Hamilton (1991).
(3)
King (2019).
(4)
Douglas-Hamilton and Burrill (1991).
(5)
Poole and Thomsen (1989).
(6)
Martin (1978). See also Larom et al. (1997).
(7)
Krishnan (1972).
(8)
Payne (1998, 20).
(9)
Payne (1998, 21).
(10)
Payne (1998, 21).
(11)
Payne et al. (1986). See also Webster (1986).
(12)
See Webster (1986).
(13)
Pye and Langbauer (1998).
(14)
Moss et al. (2011).
(15)
Joyce Poole now runs the NGO Elephant Voices (https://elephantvoices.org/).
(16)
See, for example, McComb et al. (2001).
(17)
See, for example, Lee and Moss (1986).
(18)
Langbauer et al. (1991); Poole et al. (1988).
(19)
Moss (1983).
(20)
Langbauer et al. (1991).
(21)
McComb et al. (2000, 2003); Poole et al. (2005).
(22)
Byrne et al. (2008); Poole and Moss (2008).
(23)
Roca et al. (2001).
(24)
Hedwig et al. (2018).
(25)
Payne (2004).
(26)
Fox (2004); Payne (2004); Wrege et al. (2012).
(27)
Cornell Lab (2021).
(28)
Wrege et al. (2017).
(29)
Wrege et al. (2017).
(30)
Thompson et al. (2010); Turkalo et al. (2017, 2018). See also Maisels et al. (2013).
(31)
Maisels et al. (2013).
(32)
Chase et al. (2016).
(33)
Gobush et al. (2021).
(34)
Payne et al. (2003).
(35)
Simpson et al. (2015).
(36)
Bjorck et al. (2019).
(37)
Bjorck et al. (2019); Keen et al. (2017). See also Temple-Raston (2019).
(38)
Sethi et al. (2020).
(39)
Nath et al. (2015).
(40)
Davies et al. (2011); Fernando et al. (2005); Hedges and Gunaryadi (2010); Guynup et al. (2020); Nyhus and Sumianto (2000).
(41)
Vollrath and Douglas-Hamilton (2002).
(42)
Barua et al. (2013); Jadhav and Barua (2012); Nath et al. (2009).
(43)
Calabrese et al. (2017); Thouless et al. (2016).
(44)
Shaffer et al. (2019).
(45)
Hoare (2015); Liu et al. (2017).
(46)
Thuppil and Coss (2016); Wijayagunawardane et al. (2016).
(47)
Vollrath and Douglas-Hamilton (2002).
(48)
Ellis and Ellis (2009); França et al. (1994); Pereira et al. (2005).
(49)
Ibid.
(50)
King (2010).
(51)
King et al. (2007).
(52)
King et al. (2009).
(53)
King et al. (2011).
(54)
King et al. (2017).
(55)
King (2019).
(56)
King et al. (2017); King et al. (2011).
(57)
Branco et al. (2020); Dror et al. (2020); King et al. (2018); Ngama et al. (2016); Van de Water et al. (2020); Virtanen et al. (2020).
(59)
Herbst et al. (2012).
(60)
King (2019); McComb et al. (2003).
(61)
Arnason et al. (2002).
(62)
Leighty et al. (2008); Soltis (2010); Soltis et al. (2005).
(63)
King (2019); King et al. (2010).
(64)
Cheney and Seyfarth (1981); Seyfarth et al. (1980). Different types of alarm calls have been reported for other species, including many species of birds and vervet monkeys, which make acoustically different alarm calls for different threats (leopards, eagles, or snakes).
(65)
Soltis et al. (2014).
(66)
Dutour et al. (2021).
(67)
McComb et al. (2014).
(68)
McComb et al. (2000, 2003); O’Connell-Rodwell et al. (2007).
(69)
de Silva and Wittemyer (2012); de Silva et al. (2011); McComb et al. (2001); Stoeger and Baotic (2016).
(70)
Poole et al. (2005).
(71)
Poole et al. (2005).
(72)
Brainard and Fitch (2014).
(73)
Kamminga et al. (2018); Zeppelzauer et al. (2015).
(74)
Premarathna et al. (2020).
(75)
Chalmers et al. (2019); Dhanaraj et al. (2017); Mangai et al. (2018); Ramesh et al. (2017); Premarathna et al. (2020).
(76)
Firdhous (2020); Hahn et al. (2017); Shaffer et al. (2019); Wright et al. (2018); Zeppelzauer and Stoeger (2015); Zeppelzauer et al. (2013).
(77)
Fernando et al. (2005); Lorimer (2010).
(79)
Corbley (2017). See also https://helloinelephant.com/.
(80)
French et al. (2020); Mumby and Plotnik (2018); Stoeger (2021).

الفصل الرابع: صوت السلحفاة المائية

(1)
Giles, correspondence with author, April 2021.
(2)
While scientists now accept that turtles vocalize, how they do so is still a mystery. Ironically, given how many turtles were chopped up for food over the past few centuries, we still do not fully understand their anatomy. Previously, biologists had assumed that turtles could not make sounds underwater, because they had assumed an anatomical basis of sound production that requires air to circulate. But turtles do not rely on rib-based (costal) pumping for air flow and cycling. How, then, could they possibly make noise? Perhaps through a process known as gular pumping, which involves expanding and contracting the throat to produce air, in the same way that humans use their diaphragms. At the present time, however, this is merely speculation. Although we have a better understanding of turtles’ specialized ears for hearing underwater, scientists remain stumped about precisely how they make noise when submerged underwater for long periods. See Russell and Bauer (2020).
(3)
Giles, correspondence with author, April 2021.
(4)
Vergne et al. (2009). See also Britton (2001) and Garrick and Lang (1977).
(5)
Pope (1955). See the useful review in Liu et al. (2013). Although a few scientists described turtle vocalizations, they were dismissed or forgotten. See also Campbell and Evans (1972) and Walter (1950).
(6)
Russell and Bauer (2020); Willis and Carr (2017).
(7)
Giles (2005); Giles et al. (2009).
(8)
These types of turtles are found only in Papua New Guinea, Australia, and South America: Giles, correspondence with author, April 2021.
(9)
Giles, correspondence with author, April 2021.
(10)
Ibid.
(11)
Giles et al. (2009).
(12)
Capshaw et al. (2021). See also Pika et al. (2018).
(13)
This discussion of Amazon river turtles draws on the following references: Alves (2007a, 2007b); Alves and Santana (2008); Bates (1864); Brunelli (2011); Cleary (2001); Coutinho (1868); dos Santos et al. (2020); Forero-Medina et al. (2019); Gilmore (1986); Johns (1987); Klemens and Thorbjarnarson (1995); Mittermeier (1975); Papavero et al. (2010); Pezzuti et al. (2010); Smith (1974, 1979); Stanford et al. (2020); and Vogt (2008).
(14)
Coutinho (1868), cited in Smith (1974).
(15)
Bates (1864).
(16)
Darwin (1999, 326–27), cited in Egerton (2012).
(17)
Bates (1864, 322), cited in Egerton (2012).
(18)
Vogt (2008).
(19)
dos Santos et al. (2020).
(20)
Ferreira (1972a, 1972b), cited in dos Santos et al. (2020).
(21)
Landi (2002), cited in dos Santos et al. (2020).
(22)
Ferreira (1972a, 1972b), cited in dos Santos et al. (2020).
(23)
Ferreira (1972a, 1972b), cited in Smith (1974).
(24)
Bates (1864); Smith (1974); Vogt (2008).
(25)
Pezzuti et al. (2010); Salera et al. (2006).
(26)
Smith (1974).
(27)
Bates (1864); Coutinho (1868).
(28)
Smith (1979) estimates two hundred million eggs were harvested; dos Santos et al. (2020) estimates much higher. Bates estimated that townspeople of one community, Ega, collected forty-eight million eggs per year. Some villages reportedly produced as many as one hundred thousand pots of turtle oil per year.
(29)
See, for example, Allan (1991); Benton-Banai (1988); Bevan (1988); Fischer (1966); Johnston (1990); McGregor (2009); Mohawk (1994); Peacock and Wisuri (2009); and Umeasiegbu (1982).
(30)
Smith (1974).
(31)
dos Santos (2020).
(32)
Smith (1974).
(33)
Ferrara et al. (2013, 2014a, 2014b, 2017).
(34)
Ferrara et al. (2014c, 266).
(35)
Ferrara, interview with author, November 2020.
(36)
Ferrara et al. (2019). For another study on turtle embryo sounds, see Monteiro et al. (2019).
(37)
Warkentin (2011).
(38)
Not all turtle species coordinate their hatching, and even when they do, they do not always coordinate primarily through acoustic communication (vibrations might stimulate cohatching instead): Doody et al. (2012); Field (2020); McKenna et al. (2019); Nishizawa et al. (2021); Riley et al. (2020).
(39)
Monteiro et al. (2019); Nuwer (2014); Rusli et al. (2016).
(40)
Crockford et al. (2017); Ferrara et al. (2013, 2014a, 2014b).
(41)
Ferrara et al. (2013).
(42)
Holtz et al. (2021); Nelms et al. (2016); Piniak (2012); Piniak et al. (2012, 2016).
(43)
Giles (2005); Giles et al. (2009).
(44)
Papale et al. (2020).
(45)
Noda et al. (2017, 2018).
(46)
Abrahams et al. (2021); Greenhalgh et al. (2020, 2021).
(47)
Abrahams et al. (2021).
(48)
Rountree and Juanes (2018).
(49)
Buscaino et al. (2021).
(50)
Chang et al. (2021).
(51)
Machine learning algorithms can reveal forest degradation from fire and logging; the physical devastation can be inferred from the impoverished soundscapes that result. The architecture of digital acoustics that is now being built will enable the Amazon rainforest to be characterized and modeled as a landscape of digital acoustic information: the Amazon, in other words, may one day have an acoustical digital twin: Colonna et al. (2020); Do Nascimento et al. (2020); Rappaport et al. (2021); Rappaport and Morton (2017).
(52)
Seeger (2015).
(53)
Brabec de Mori (2015); Brabec de Mori and Seeger (2013); Lima (1996, 2005); Pucci (2019); Thalji and Yakushko (2018); Viveiros de Castro (1996, 2012).
(54)
de Menezes Bastos (1999, 87).
(55)
de Menezes Bastos (2013, 287-88).
(56)
Ferreira (1972a, 27), cited in Smith (1974).
(57)
Cantarelli et al. (2014); Páez et al. (2015); Pantoja-Lima et al. (2014); Rhodin et al. (2017).
(58)
Pantoja-Lima et al. (2014).
(59)
Castello et al. (2013).

الفصل الخامس: تهويدة الشِّعاب المرجانية

(1)
Doney et al. (2009); Gattuso and Hansson (2011); Hoegh-Guldberg et al. (2007); Raven et al. (2005); Watson et al. (2017).
(2)
Doney et al. (2009); Gattuso and Hansson (2011); Hoegh-Guldberg et al. (2007); Raven et al. (2005); Watson et al. (2017).
(3)
Doney et al. (2009); Gattuso and Hansson (2011); Guo et al. (2020); Hoegh-Guldberg et al. (2007, 2017); Mongin et al. (2016); Raven et al. (2005); Wei et al. (2009).
(4)
Hoegh-Guldberg et al. (2017).
(5)
Plaisance et al. (2011).
(6)
Guo et al. (2020); Hughes et al. (2018); Hoegh-Guldberg et al. (2007); Mongin et al. (2016); Wei et al. (2009).
(7)
Kwaymullina (2018, 198-99).
(8)
Nunn and Reid (2016). See also Reid and Nunn (2015).
(9)
Fitzpatrick et al. (2018); Lambrides et al. (2020); Waterson et al. (2013).
(10)
Cheng et al. (2020); Cressey (2016); Hughes et al. (2018).
(11)
At the base of each coral polyp is a protective limestone skeleton called a calicle. Reefs emerge when a polyp attaches itself to a rock or the seafloor and then buds (self-divides) into thousands of clones with interconnected calicles. Coral colonies aggregate together to build reefs. Using a genetic approach to estimate the ages of corals, scientists have found some corals are up to five thousand years old. See NOAA (2021a).
(12)
Nielsen et al. (2018); Oakley and Davy (2018).
(13)
Preston (2021).
(14)
Burnett (2012); Gillaspy et al. (2014); Ruggieri (2012); St. Augustine Record (2014). See also Taylor (n.d.).
(15)
Tavolga (2002).
(16)
Coates (2005); Hawkins (1981). See also Hase (1923).
(17)
Tavolga (2012).
(18)
Tavolga (1981).
(19)
Tavolga (2012).
(20)
Tavolga (2012).
(21)
Aguzzi et al. (2019); Carriço et al. (2020); Dimoff et al. (2021); Lindseth and Lobel (2018); Lin et al. (2021); Lyon et al. (2019); Mooney et al. (2020); Popper et al. (2003); Roca and Van Opzeeland (2020); Tyack (1997).
(22)
See, for example, McCauley and Cato (2000).
(23)
Barlow et al. (2019).
(24)
Erisman and Rowell (2017).
(25)
Glowacki (2015); Talandier et al. (2002, 2006).
(26)
Rice et al. (2017); Ruppé et al. (2015).
(28)
Radford et al. (2011); Simpson et al. (2004, 2005).
(29)
Elise et al. (2019).
(30)
Lin et al. (2019); Mooney et al. (2020).
(31)
Bohnenstiehl et al. (2018).
(32)
Bohnenstiehl et al. (2018); Linke et al. (2018).
(33)
Lin et al. (2021).
(34)
Gordon et al. (2018).
(35)
After the catastrophic mass bleaching in 2016, a second, similarly intense mass bleaching event occurred in 2017, giving the coral little chance to recover: Gordon et al. (2018).
(36)
Simpson et al. (2004); Simpson et al. (2005).
(37)
Leis (2006); Leis et al. (2011); Jones et al. (2009); Swearer et al. (1999).
(38)
Jones et al. (1999).
(39)
Neme (2010).
(40)
Lillis et al. (2013, 2016); Raick et al. (2021). See also Neme (2010).
(41)
Staaterman et al. (2014).
(42)
Simpson et al. (2004).
(43)
Simpson et al. (2004, 2005).
(44)
Radford et al. (2011).
(45)
Papale et al. (2020); Stanley et al. (2010).
(46)
Simpson et al. (2016).
(47)
Simpson et al. (2011). See also Lindseth and Lobel (2018).
(48)
Leis et al. (2011, 826).
(49)
Eldridge (2021).
(50)
Haggan et al. (2007).
(51)
Schwartz (2019).
(52)
Haggan et al. (2007); Hair et al. (2002); Johannes (1981); Johannes and Ogburn (1999); Leis et al. (1996); Leis and Carson-Ewart (2000); Poepoe et al. (2007); Stobutzki and Bellwood (1998).
(53)
NOAA (2021b).
(54)
Neme (2010).
(55)
Vermeij et al. (2010).
(56)
Vermeij et al. (2010). See also Simpson (2013).
(57)
Budelmann (1989).
(58)
Neme (2010); Simpson, interview with author, March 2021.
(59)
See also Madl and Witzany (2014).
(60)
Using a well-established genetic analysis method (PCR), the researchers analyzed extracts of Cyphastrea coral DNA for FOLH1 and TRPV genes, which have previously been observed in sea anemones and freshwater polyps (organisms that are fairly similar to coral); TRPV is associated with hearing in other species, such as Drosophila: Ibanez and Hawker (2021); See also Peng et al. (2015).
(61)
Gordon et al. (2018).
(62)
Simpson et al. (2004); Gordon et al. (2018); Radford et al. (2011).
(63)
Karageorghis and Priest (2012); Koelsch (2009); Terry et al. (2020).
(64)
Gordon et al. (2019); Parmentier et al. (2015); Tolimieri et al. (2004).
(65)
Lamont et al. (2021).
(66)
Williams et al. (2021).
(67)
Suca et al. (2020).
(68)
Ferrier-Pagès (2021); Simpson et al. (2011, 2016).
(69)
Gordon (2020); Mars et al. (2020). See also Ladd et al. (2019).
(70)
Lecchini et al. (2018).
(71)
Great Barrier Reef Foundation (2020).
(73)
Mission Blue (2020).
(74)
Gordon et al. (2018).
(75)
Mars (n.d.). See also Mars Coral Reef Restoration (2021).
(76)
Gordon et al. (2018).
(77)
Mars (n.d.).
(78)
Simpson et al. (2004, 2005).
(79)
Jones et al. (1999); Swearer et al. (1999).

الفصل السادس: النغمات المتعددة للنباتات

(1)
Microsoft (2020c).
(2)
Microsoft tweet, February 13, 2020: “What if we could talk to plants? That’s exactly the question Project Florence explores. Dig in: msft.it/6009TwcKT #MSInnovation.” https://twitter.com/microsoft/status/1228114232547381248.
(3)
Microsoft (2020a).
(4)
Microsoft (2020b).
(5)
Iribarren (2019).
(6)
Sarchet (2016).
(7)
O’Reilly (2008); Hammill and Hendricks (2013).
(8)
Gagliano et al. (2017); Kivy (1959); Ravignani (2018).
(9)
Darwin (1917, 107).
(10)
Arner (2017); Madshobye (n.d.); McIntyre (2018).
(11)
Burdon-Sanderson (1873).
(12)
Bose (1926).
(13)
Bouwmeester et al. (2019); Selosse et al. (2006); Simard et al. (1997); Simard and Durall (2004); Twieg, Durall, and Simard et al. (2007).
(14)
See, for example, Rodrigo-Moreno et al. (2017).
(15)
Choi et al. (2017); Fernandez-Jaramillo et al. (2018); Hassanien et al. (2014); Jung et al. (2018, 2020); Khait, Obolski, et al. (2019); Kim et al. (2021); López-Ribera and Vicient (2017a, 2017b); Mishra and Bae (2019); Prévost et al. (2020).
(16)
Ghosh et al. (2019); Joshi et al. (2019); Sharifi and Ryu (2021).
(17)
See, for example, Kawakami et al. (2019).
(18)
Mankin et al. (2018).
(19)
See Chamovitz (2020); Gagliano (2018); Hall (2011); Holdrege (2013); Kohn (2013); Mancuso and Viola (2015); Marder (2013); and Simard (2021).
(20)
Myers (2015); Pollan (2013).
(21)
Baluška et al. (2010); Myers (2015); Sung and Amasino (2004).
(22)
Myers (2015).
(23)
On the related debate about plant consciousness, which is beyond the scope of this book, see Allen (2017); Allen and Bekoff (1999); Baluška and Levin (2016); Baluška and Mancuso (2018, 2020, 2021); Brenner et al. (2006); Calvo and Trewavas (2020a, 2020b); Calvo et al. (2020); Levin et al. (2021); Linson and Calvo (2020); Lyon et al. (2021); Maher (2017, 2020); Mallatt et al. (2021); Robinson et al. (2020); and Taiz et al. (2019, 2020).
(24)
Gagliano (2013a, 2013b); Kikuta et al. (1997); Kikuta and Richter (2003); Laschimke et al. (2006); Perks et al. (2004); Rosner et al. (2006); Zweifel and Zeugin (2008).
(25)
Kimmerer (2013, 128).
(26)
Gagliano, Mancuso, et al. (2012); Gagliano, Renton, et al. (2012).
(27)
Sano et al. (2013, 2015).
(28)
Frongia et al. (2020); Gagliano (2013a, 2013b); Gagliano, Mancuso, et al. (2012); Gagliano, Renton, et al. (2012); Khait, Lewin-Epstein, et al. (2019); Khait, Obolski, et al. (2019); Khait, Sharon, et al. (2019); Szigeti and Parádi (2020).
(29)
Pace (1996).
(30)
Gagliano, Mancuso, et al. (2012); Gagliano, interview with author, March 2021.
(31)
Gagliano, Mancuso, et al. (2012).
(32)
Gagliano, interview with author, March 2021.
(33)
Pollan (2013).
(34)
See Brenner et al. (2006) and the subsequent exchange: Alpi et al. (2007) and Brenner et al. (2007).
(35)
This also raises the question, which is beyond the scope of this book, of whether plants are capable of cognition. Building on recent research that demonstrates plants’ capacities for sophisticated behaviors once thought to be unique to the animal kingdom—such as nutrient foraging and complex decision making—a growing number of researchers argue that there is sufficient evidence to consider plants to be cognitive organisms: Segundo-Ortin and Calvo (2021).
(36)
Gagliano et al. (2017).
(37)
Gagliano et al. (2017). Although subsequent research has independently confirmed her claim that plants exhibit learning and memory, Gagliano’s research remains controversial among some scientists, particularly her account of her experimental design process, in which the plants themselves instructed her on the designs via dreams or while she was in a shamanistic trance: Gagliano (2018). For commentaries and critiques, see Cocroft and Appel (2013); Robinson et al. (2020); and Taiz et al. (2019). For a rebuttal, see Baluška and Mancuso (2020) and Maher (2017, 2020). See also Mancuso and Viola (2015).
(38)
Appel and Cocroft (2014).
(39)
Michael et al. (2019).
(40)
Kollasch et al. (2020).
(41)
Quoted in Mishra et al. (2016, 4493).
(42)
Body et al. (2019); Ghosh et al. (2016).
(43)
Gagliano, interview with author, March 2021.
(44)
Kollist et al. (2019).
(45)
Paik et al. (2018); Sharifi and Ryu (2021).
(46)
Simpson (2013).
(47)
Rogers et al. (1988).
(48)
Gagliano, Mancuso, et al. (2012); Khait, Obolski, et al. (2019); Simpson (2013).
(49)
Monshausen and Gilroy (2009).
(50)
Liu et al. (2017); Yin et al. (2021).
(51)
Krause (2013). See also Farina et al. (2011).
(52)
Eldridge and Kiefer (2018); Farina et al. (2011); Mossbridge and Thomas (1999); Villanueva-Rivera (2014).
(53)
Krause (1987, 1993, 2013).
(54)
Haskell (2013, 5).
(55)
On the related “acoustic habitat” hypothesis, see Mullet et al. (2017).
(56)
Capranica and Moffat (1983).
(57)
Barber et al. (2021); Corcoran et al. (2009); Neil et al. (2020).
(58)
Yovel et al. (2008, 2009).
(59)
Kaufman (2011).
(60)
von Helversen and von Helversen (1999).
(61)
De Luca and Vallejo-Marin (2013); Vallejo-Marin (2019).
(62)
Note that bees can also detect and learn floral electrical fields. See Clarke et al. (2013).
(63)
Veits et al. (2019).
(64)
For criticisms of this research, see Pyke et al. (2020) and Raguso et al. (2020). For a response, see Goldshtein et al. (2020).
(65)
Kaufman (2011). See also Simon et al. (2011). The authors have gone on to develop better sonar for UAVs using the plant-based method: Simon et al. (2020).
(66)
Gagliano et al. (2014); Schaefer and Ruxton (2011).
(67)
Segundo-Ortin and Calvo (2021).
(68)
Bailey et al. (2013).
(69)
Schöner et al. (2016).
(70)
Lacoste, Ruiz and Or (2018); Maeder et al. (2019); Quintanilla-Tornel (2017); Rillig, Bonneval and Lehmann (2019).
(71)
Görres and Chesmore (2019).
(72)
Mason and Narins (2002).
(73)
Briones (2018); Hill and Wessel (2016).
(74)
Mishra et al. (2016); ten Cate (2013).
(75)
Segundo-Ortin and Calvo (2021).
(76)
Safina (2015).
(77)
Supper (2014); Turino (2008).
(78)
Callicott (2013); Daly and Shepard (2019); Kirksey (2014); Russell (2018).
(79)
Kimmerer (2002, 436).
(80)
Gagliano (2017, 2018).

الفصل السابع: مداعبات الخفافيش

(1)
Hahn (1908).
(2)
Dijkgraaf (1960).
(3)
Griffin (1958).
(4)
Saunders and Hunt (1959).
(5)
Pierce’s device could detect ultrasound in the range from 20 kHz to approximately 100 kHz.
(6)
Temperature also influences acoustic communication in fishes: Ladich (2018).
(7)
Pierce (1943).
(8)
Pierce (1948, 7).
(9)
Griffin, quoted in Squire (1998, 74).
(10)
Griffin (1980); Pierce and Griffin (1938).
(11)
Griffin (1980).
(12)
Griffin (1946); Griffin and Galambos (1941).
(13)
Griffin and Galambos (1941, 498).
(14)
Yoon (2003).
(15)
Griffin (1989).
(16)
Grinnell and Griffin (1958); Griffin et al. (1960).
(17)
Griffin (1989, 138).
(18)
Ibid.
(19)
Knörnschild, interview with author, June 2021.
(20)
Balcombe (1990); Jones and Ransome (1993); Wilkinson (2003).
(21)
Fernandez and Knörnschild (2020).
(22)
Knörnschild et al. (2012).
(23)
Knörnschild (2014).
(24)
Knörnschild and Helverson (2006).
(25)
Hörmann et al. (2020).
(26)
Knörnschild et al. (2017).
(27)
There is also evidence that bats can learn new dialects as adults. In studies of other species, scientists have demonstrated that bats that are moved from one colony to another can adjust the frequency of their calls to match those of their new community: Hiryu et al. (2006).
(28)
Smotherman et al. (2016).
(29)
Morell (2014).
(30)
Smotherman et al. (2016).
(31)
Goodwin and Greenhall (1961).
(32)
Barlow and Jones (1997).
(33)
Vernes and Wilkinsin (2020).
(34)
Knörnschild, interview with author, June 2021.
(35)
Ibid.
(36)
Ibid.
(37)
Byrne and Whiten (1994); Whiten and Byrne (1997).
(38)
Chaverri et al. (2018); Kerth (2008); Wilkinson et al. (2019).
(39)
Knörnschild (2017).
(40)
Knörnschild, interview with author, June 2021.
(41)
Skibba (2016).
(42)
Harten et al. (2019); Moreno et al. (2021); Prat and Yovel (2020).
(43)
Carter and Wilkinson (2013, 2015).
(44)
Carter and Wilkinson (2016).
(45)
Ripperger et al. (2020). See also Stockmaier et al. (2020a, 2020b) and Waldstein (2020).
(46)
Dressler et al. (2016).
(47)
Dressler et al. (2016); Ripperger et al. (2016).
(48)
Visalli, interview with author, November 2021.
(49)
Why would bats be useful to study if scientists are interested in insights into the origins of human language? Conventionally, the animal model of choice for the study of vocal learning has been songbirds. Although birds and humans are separated by around three hundred million years of evolution, we share some genetic and behavioral similarities. For example, the first gene discovered to cause a language disorder in humans, FOXP2, is expressed in similar patterns in songbird and human brains. In humans, disruptions to FOXP2 can result in impaired grammar and language expression; in songbirds, disruptions to the same gene can have pronounced effects on vocal learning, causing songbirds to drop syllables and perform abnormally variable, inaccurate songs. More than fifty genes have been identified with potential links to vocal learning; these genes have similar expressions in songbird and human brains (patterns not found in nonvocal learning species, such as doves or macaques). These similarities allow researchers to study the same gene in both humans and songbirds, and perform experiments on birds that would not be ethical in humans, such as knocking out or artificially boosting genes. But bird brain architecture is vastly different from ours, lacking the layered mammalian cerebral cortex and cortical-basal ganglia circuits, both of which are associated with higher functions, such as cognition and learning. This led to an earlier belief—since dispelled—that the avian brain was not wired to learn; scientists no longer believe that birds act automatically, purely on instinct, like winged automata. Rather, songbirds learn their songs much as humans learn to sing—through imitation and repeated practice (Beecher et al. 2017). Only in recent decades have researchers demonstrated that songbirds have complex structures in their brains; but these are organized in clumps (called nuclei) rather than layers, as in humans. Avian brain cells may not have the same macrostructure as human brains, but they function at a similar level of complexity. Nonetheless, the differences are so significant that studies of birds do not necessarily shed light on analogous processes in humans: (Dugas-Ford (2012); Calabrese and Woolley (2015); Haesler et al. (2007); Heston and White (2015); Lai et al. (2001); Pfenning et al. (2014); Reiner et al. (2004)).
(50)
Rodenas-Cuadrado et al. (2018).
(51)
Vernes and Wilkinson (2020).
(52)
Ripperger et al. (2019); Wilkinson and Boughman (1998). See http://mirjam-knoernschild.org/vocal-repertoires/saccopteryx-bilineata/ for recordings and a discussion of these categories.
(53)
Prat et al. (2016); Skibba (2016).
(54)
Hörmann et al. (2020); Knörnschild et al. (2020).
(55)
Shen (2017).
(56)
At the time of writing, evidence of vocal learning has been found in eight of the seventeen families of bats. Vocal learning has also been documented in other species, including whales, birds, and elephants: Lattenkamp et al. (2018); Petkov (2012); Vernes and Wilkinson (2020); Vernes (2017).
(57)
Knörnschild (2014).
(58)
Knörnschild and Fernandez (2020).
(59)
The method is known as ELVIS (echo location visualization and interface system): Amundin et al. (2008); Starkhammar et al. (2007).
(60)
Knörnschild, interview with author, June 2021.
(61)
Rose et al. (2020).
(62)
Zwain and Bahuaddin (2015).
(63)
Low et al. (2021).
(64)
Brady and Coltman (2016).
(65)
Alaica (2020).
(66)
Fernández-Llamazares (2021).
(67)
Tønnessen et al. (2016). Related fields of study in the natural sciences (biosemiotics, zoosemiotics) and social sciences (multispecies ethnography, posthuman animal studies) use the term umwelt in different ways, as there is no one universally accepted definition of the term—which its inventor, Jakob von Uexküll, declined to precisely define.
(68)
Sapolsky (2011).
(69)
Trestman and Allen (2016).
(70)
Griffin (1976).
(71)
Griffin and Speck (2004, 6).
(72)
See, for example, Dennett (1995, 2001) and Searle and Willis (2002).
(73)
Yoon (2003).
(74)
Terrace and Metcalfe (2005).
(75)
Nagel (1974).
(76)
Nagel (1974, 436).
(77)
Wittgenstein (1953).
(78)
Nagel (2012, 7).
(79)
Knörnschild, interview with author, June 2021.

الفصل الثامن: كيف نتكلم لغة النحل؟

(1)
Kelly (1994, 7-8).
(2)
Hrncir et al. (2011).
(3)
Nobel Prize (1973a, 1973b).
(4)
Munz (2016).
(5)
Munz (2016, 19).
(6)
Frisch (1914).
(7)
Frisch (1967). See also Camazine et al. (2003); Gould (1974); Gould et al. (1970).
(8)
Dyer and Seeley (1991); Gould (1982).
(9)
De Marco and Menzel (2008); Menzel et al. (2006).
(10)
Munz (2016, 1).
(11)
Gould (1976).
(12)
Munz (2005).
(13)
Gould (1974, 1975, 1976); Gould et al. (1970).
(14)
Munz (2016); Nobel Prize (1973a, 1973b).
(15)
Munz (2016).
(16)
Frisch (1950). See also Schürch et al. (2016).
(17)
For a review of this topic, see Hunt and Richard (2013).
(18)
Witzany (2014).
(19)
Dreller and Kirchner (1993); Kirchner (1993); Lindauer (1977).
(20)
Cecchi et al. (2018); Collison (2016); Nolasco and Benetos (2018); Nolasco et al. (2019).
(21)
Ramsey et al. (2017); Tan et al. (2016).
(22)
Boucher and Schneider (2009); Dong et al. (2019); Nieh (1998, 2010); Richardson (2017); Terenzi et al. (2020).
(23)
Witzany (2014).
(24)
Cheeseman et al. (2014); Wu et al. (2013).
(25)
Dyer et al. (2005); Wu et al. (2013).
(26)
Abramson et al. (2016); Alem et al. (2016).
(27)
Moritz and Crewe (2018).
(28)
Bateson et al. (2011); Perry et al. (2016).
(29)
Srinivasan (2010, R368).
(30)
Passino and Seeley (2006); Passino et al. (2008); Schultz et al. (2008); Seeley et al. (2006, 2012). See also Niven (2012).
(31)
Viveiros de Castro (2012); Seeley (2010); Seeley et al. (2012).
(32)
McNeil (2010); Seeley (2009, 2010); Seeley et al. (2012).
(33)
Nakrani and Tovey (2003, 2004); Seeley (2021).
(34)
Boenisch et al. (2018).
(35)
Boenisch et al. (2018).
(36)
Nouvian et al. (2016).
(37)
Liang et al. (2019).
(38)
Haldane and Spurway (1954).
(39)
Michelsen et al. (1993).
(40)
Singla (2020).
(41)
Koenig et al. (2020).
(42)
Dong et al. (2019).
(43)
Cejrowski et al. (2018); Murphy et al. (2015).
(44)
Kulyukin et al. (2018); Ramsey et al. (2020); Ramsey and Newton (2018); Zgank (2019).
(45)
For more information about HIVEOPOLIS, see https://www.hiveopolis.eu.
(46)
Nunn and Reid (2016); Whitridge (2015).
(47)
Hollmann (2004); Rusch (2018a, 2018b); Swan (2017).
(48)
Sugawara (1990).
(49)
Gruber (2018); Isack and Reyer (1989); Marlowe et al. (2014); Spottiswoode et al. (2011).
(50)
Crane and Graham (1985).
(51)
Isack and Reyer (1989).
(52)
Spottiswoode et al. (2016).
(53)
Spottiswoode (2017); Spottiswoode et al. (2016). See also FitzPatrick Institute of African Ornithology (2020).
(54)
Clode (2002); Dounias (2018); Hawkins and Cook (1908); Peterson et al. (2008).
(55)
Spottiswoode and Koorevaar (2012).
(56)
van der Wal et al. (2022).
(57)
Spottiswoode et al. (2011). See also FitzPatrick Institute of African Ornithology (2020).
(58)
Wario et al. (2015). See also Boenisch et al. (2018) and Wario et al. (2017).
(59)
Wario et al. (2015).
(60)
BroodMinder (2020); IoBee (2018); OSbeehives (n.d.).
(61)
McQuate (2018).
(62)
Wyss Institute (2020); MAV Lab (2020).
(63)
Hadagali and Suan (2017); Kosek (2010); Mehta et al. (2017).
(64)
Couvillon and Ratnieks (2015).
(65)
Kosek (2010); Moore and Kosut (2013).
(66)
Sinks (1944).
(67)
Kosek (2010); Schaeffer (2018).
(68)
Lockwood (2008).
(69)
Kosek (2010); Moore and Kosut (2013).
(70)
Ebert (2017); Leek (1975).
(71)
Rangarajan (2008).
(72)
Scheinberg (1979).
(73)
Cook (1894); Crane (1999); Crane and Graham (1985); Gimbutas (1974); Lawler (1954); Posey (1983); Ransome (2004); Sipos et al. (2004); Stillwell (2012).

الفصل التاسع: إنترنت الكائنات الأرضية

(1)
Reiss et al. (2013).
(2)
The mirror self-recognition test was developed in the 1970s by American psychologist Gordon Gallup, as a method for determining whether animals possess the capacity of visual self-recognition: Gallup (1970). See also Bekoff (2002) and Bekoff and Sherman (2004).
(5)
Andreas et al. (2021).
(6)
Bilal et al. (2020).
(7)
Allen et al. (2017, 2018, 2019); Ferrer-i-Cancho and McCowan (2009); Gustison and Bergman (2017); Gustison et al. (2016); Heesen et al. (2019); Semple et al. (2010).
(8)
The Zipf-Mandelbrot law holds true, with remarkable consistency, across all known human languages. The law establishes a quantifiable (inverse power law) relationship between individual signals and their frequency of use. As the amount of transmitted information increases, a communication channel increases in complexity, but this places higher motor and cognitive demands on an animal—both for accurate signal interpretation and for meaningful signal production. This creates a trade-off between information content and cognitive complexity; balancing this trade-off may have played a role in the evolution of human languages and may be universal to communication in general. If so, a similar pattern may be used as an indicator of language-like communication in nonhumans; conversely, communication systems that do not exhibit this pattern are unlikely to be complex languages. The greater the departure of the frequency distribution of animal sounds from the Zipf-Mandelbrot curve, the lower the likelihood that vocalizations made by any particular species are complex languages: Fedurek et al. (2016); Ferrer-i-Cancho (2005); Ferrer-i-Cancho and Solé (2003); McCowan et al. (2005); Seyfarth and Cheney (2010).
(9)
Matzinger and Fitch (2021).
(10)
Da Silva et al. (2000); Doyle et al. (2008); Freeberg et al. (2012); Freeberg and Lucas (2012); Kershenbaum et al. (2021); Shannon (1948); Suzuki et al. (2006).
(11)
See, for example, Mann et al. (2021) and Kershenbaum et al. (2021).
(12)
Allen et al. (2019); Engesser and Townsend (2019); Speck et al. (2020); Zuberbühler (2015, 2018).
(13)
Bermant et al. (2019).
(15)
Gardner and Gardner (1969); Gardner et al. (1989).
(16)
Hurn (2020).
(17)
McKay (2020); Pedersen (2020); Perlman and Clark (2015); Reno (2012).
(18)
Pepperberg (2009).
(19)
Ralls et al. (1985).
(20)
Eaton (1979).
(21)
Stoeger et al. (2012).
(22)
Hurn (2020).
(23)
Herzing (2010).
(24)
Kohlsdorf et al. (2013); Ramey et al. (2018).
(25)
Herzing (2014, 2015, 2016); Herzing and Johnson (2015); Herzing et al. (2018); Kohlsdorf et al. (2014, 2016).
(26)
Hooper et al. (2006); Kaplan et al. (2018); Marino et al. (1993, 1994); McCowan and Reiss (1995, 1997); Morrison and Reiss (2018); Reiss and Marino (2001); Sarko and Reiss (2002).
(27)
Reiss and McCowan (1993).
(28)
Meyer et al. (2021); Woodward et al. (2020a, 2020b).
(30)
Manual labeling worked as follows. To begin, volunteers were presented with an enlarged image of a spectrogram and listened to the corresponding sound by clicking on the image. Then they listened to randomly paired calls from the project’s database. If they found a match, the volunteers clicked on the spectrogram and the results were stored as a match. By repeating the steps with large numbers of volunteers, the reliability of the matches increased.
(31)
Mager et al. (2021).
(32)
Novel techniques include the use of back translation and synthetic training data. However, these techniques are imperfect, and AI algorithms still fall prey to common flaws (overly literal interpretation, poor performance on colloquial language, conflating different dialects).
(33)
Within the past ten years, a specific type of machine learning called deep learning (also referred to as artificial neural networks) has been deployed, with remarkable results, in natural language processing (NLP) tasks, including machine translation and reading comprehension. These neural networks learn to encode words and sequences as vectors (directional sequences of real numbers). A key innovation of neural networks is that the vectors do not follow classical linguistic structures or rules; rather, mathematical operations applied to these vectors produce the outputs. In other words, the linguistic competence acquired by neural networks does not depend on prior knowledge of linguistic rules or structures. See Linzen and Baroni (2021).
(34)
Mikolov et al. (2013).
(35)
Artetxe et al. (2017); Conneau et al. (2017).
(36)
Ethayarajh (2019); Ethayarajh et al. (2018); Schuster et al. (2019). See also Dabre et al. (2020).
(37)
Acconcjaioco and Ntalampiras (2021); Huang et al. (2021); Wolters et al. (2021).
(38)
Chung et al. (2018).
(39)
Another building block required for a nonhuman dictionary is a standardized phonetic alphabet for nonhuman sounds. In 2021, computational linguist Robert Eklund proposed the creation of animIPA—a nonhuman version of the International Phonetic Alphabet (known as IPA), which would incorporate sounds characteristic of nonhumans (such as the egressive and ingressive airstreams associated with sounds like purring and roaring) in a standardized chart of phonetic symbols and, eventually, unicodes.
(40)
Bekoff (2002); Bekoff et al. (2002); De Waal (2016); De Waal and Preston (2017); Dolensek et al. (2020); Panksepp (2004); Preston and De Waal (2002).
(41)
Dolensek et al. (2020); Girard and Bellone (2020).
(42)
Neff (2019).
(43)
Roemer et al. (2021).
(44)
On BirdNET, see Kahl et al. (2021). See also Gupta et al. (2021); Zhang et al. (2021);
(45)
This issue can be addressed by supplementing training data with background noise in order to simulate different acoustic environments: Krause et al. (2016); Salamon and Bello (2017).
(46)
Fairbrass et al. (2019); Salamon and Bello (2017).
(47)
Wndchrm has been applied to analyze astronomy datasets (revealing new insights about the rotation of galaxies), pop songs (they’ve gotten sadder and angrier since the 1950s), and even visual art; Wndchrm can distinguish between impressionism, expressionism, and surrealism (with an accuracy rate of over 90 percent): Kuminski et al. (2014); Napier and Shamir (2018); Shamir et al. (2008, 2010).
(48)
Bergler et al. (2021); Bermant et al. (2019); Kaplun et al. (2020); Lu et al. (2020); Mac Aodha et al. (2018); Shamir et al. (2014); Usman et al. (2020); Wang et al. (2018); Zhang et al. (2019).
(49)
Abbasi et al. (2021); Coffey et al. (2019); Fonseca et al. (2021); Hertz et al. (2020); Ivanenko et al. (2020); Marconi et al. (2020).
(50)
Barbieri (2007); von Uexküll (2001, 2010). See also Schroer (2021) and Tønnessen (2009).
(51)
Mancini (2011). See also Hirskyj-Douglas et al. (2018); Mancini (2016).
(52)
Bozkurt et al. (2014); Byrne et al. (2017); Valentin et al. (2015).
(53)
French et al. (2020).
(54)
Neethirajan (2017).
(55)
Aspling (2015); Aspling and Juhlin (2017); Aspling et al. (2016, 2018); Barreiros et al. (2018); Grillaert and Camenzind (2016).
(56)
van Eck and Lamers (2006, 2017).
(57)
French et al. (2020).
(58)
Baskin and Zamansky (2015); Lee et al. (2020); Piitulainen and Hirskyj-Douglas (2020); Pons and Jaen (2016); Webber et al. (2017a, 2017b, 2020); Westerlaken (2020); Westerlaken and Gualeni (2014); Zeagler et al. (2014, 2016).
(59)
Cianelli and Fouts (1998); Fouts et al. (1984); Gardner and Gardner (1969); Gisiner and Schusterman (1992); Herman et al. (1984); Pepperberg (2009); Reiss and McCowan (1993); Schusterman and Krieger (1984, 1986); Sevcik and Savage-Rumbaugh (1994).
(60)
Amundin et al. (2008); Boysen and Berntson (1989); Egelkamp and Ross (2019); Herman et al. (1984, 1990); Kilian et al. (2003); Knörnschild and Fernandez (2020); Pepperberg (1987, 2006, 2009); Reiss and McCowan (1993); Savage-Rumbaugh and Fields (2000); Schusterman and Krieger (1984, 1986).
(61)
Landgraf et al. (2011, 2012, 2018).
(62)
Bonnet et al. (2018); Bonnet and Mondada (2019).
(63)
Hofstadler et al. (2017); Wahby et al. (2016).
(64)
Bonnet et al. (2018); Cazenille et al. (2018); Gribovskiy et al. (2015); Griparić et al. (2017); Halloy et al. (2007); Katzschmann et al. (2018); Landgraf et al. (2012); D. Romano et al. (2017a, 2017b, 2019); W. B. Romano et al. (2019); Shi et al. (2014); Stefanec et al. (2017); Swain et al. (2011); Vaughan et al. (2000); Wahby et al. (2018a, 2018b).
(65)
Moore et al. (2017). See also https://vihar.lis-lab.fr/.
(66)
Mac Aodha et al. (2018); Bonnet et al. (2019); Brattain et al. (2016); Carpio et al. (2017); FitBark (2020); Haladjian, Ermis, et al. (2017); Haladjian, Hodaie, et al. (2017); Kreisberg (1995); Neethirajan (2017); Oikarinen et al. (2019); Siddharthan et al. (2012); Yonezawa et al. (2009).
(67)
Bonnet et al. (2019); Schaeffer (2017).
(68)
Garnett et al. (2018); Kimmerer (2013); Schuster et al. (2019).
(69)
Ansell and Koenig (2011); Kyem (2000); Louis et al. (2012); Pearce and Louis (2008); Pert et al. (2015); Rundstrom (1995).
(70)
Dowie (2009); Rundstrom (1991).
(71)
Carroll et al. (2019); Global Indigenous Data Alliance (2020); Kukutai and Taylor (2016); Kyem (2000); Rundstrom (1995).
(72)
Hagood (2018).
(73)
Ritts and Bakker (2021).
(74)
Carroll et al. (2019).
(75)
Lovett et al. (2019).
(76)
Kukutai and Taylor (2016).
(77)
Watts (2013).
(78)
Salmón (2000).
(79)
Cruikshank (2012, 2014); Hall (2011); Kimmerer (2013).
(80)
Deloria (1986, 1999).
(81)
TallBear (2011).
(82)
Watts (2013, 2020).
(83)
Kimmerer (2017, 251).
(84)
Kimmerer (2017, 131).
(85)
Low et al. (2012).
(86)
Marino et al. (2007); Reiss (1988); Reiss et al. (1997); Whitehead et al. (2004); Whitehead and Rendell (2014).
(87)
See, for example, Andrews and Beck (2018).
(88)
For example, see the exchanges between Hauser, Chomsky, and Fitch versus Pinker and Jackendoff: Fitch (2005, 2010); Fitch et al. (2005); Hauser et al. (2002); Pinker and Jackendoff (2005).
(89)
Hurn (2020); Kulick (2017).

الفصل العاشر: الإصغاء إلى شجرة الحياة

(1)
Pershing et al. (2015).
(2)
Record et al. (2019).
(3)
Clark et al. (2010); Davis et al. (2017, 2020); Grieve et al. (2017); Meyer-Gutbrod and Greene (2018); Meyer-Gutbrod et al. (2018); Record et al. (2019); Scales et al. (2014); Simard et al. (2019); Woodson and Litvin (2015).
(4)
Almén et al. (2014); Grieve et al. (2017); Wishner et al. (2020).
(5)
MacKenzie et al. (2014).
(6)
Stokstad (2017).
(7)
Whale mortality statistics are gathered separately on the US and Canadian sides of the border; the total observed mortality, due to shipping and fishing, of North American right whales in 2017 was estimated at 4 percent of the population: Davies and Brillant (2019); Daoust et al. (2017); Johnson et al. (2021); Koubrak et al. (2021); Sharp et al. (2019).
(8)
Davies and Brillant (2019); Department of Fisheries and Oceans (2017).
(9)
Gavrilchuk et al. (2021). See also Williams (2019).
(10)
Davies and Brillant (2019).
(11)
Detailed statistics on North Atlantic right whale mortalities are kept by NOAA: https://www.fisheries.noaa.gov/national/marine-life-distress/2017-2021-north-atlantic-right-whale-unusual-mortality-event.
(12)
Parks et al. (2011).
(13)
Davis et al. (2020).
(14)
CBC News (2020). See also Gervaise et al. (2021).
(15)
Government of Canada (2021a).
(16)
Government of Canada (2021b).
(17)
Subsection 38(1) of the Canada Shipping Act allows for fines of up to $1 million or a prison term not exceeding eighteen months (or both) for violations of a regulation that implements Canada’s international obligations: Koubrak et al. (2021).
(18)
All fishers and harvesters using ropes are also required to use only weak ropes in fixedgear fishing, so that ropes can break to help whales self-release if they become entangled. A major “ghost gear” initiative has been launched to fund the recovery of lost nets, ropes, and lines, which also pose a major threat to the whales.
(19)
Durette-Morin et al. (2019). See also http://whalemap.ocean.dal.ca/.
(20)
Lostanlen et al. (2021).
(21)
Carnarius (2018); International Chamber of Shipping (2020).
(22)
Channel Islands National Marine Sanctuary (n.d.).
(23)
Morgan Visalli, interview with author, November 2020; see also Visalli et al. (2020).
(24)
Olson (2020).
(25)
Similar systems have already been used with some success for right whales in the North Atlantic: National Geographic (2020); NOAA Fisheries (2020a, 2020b); Nrwbuoys.org (2020).
(26)
Baumgartner et al. (2019).
(27)
Abrahms et al. (2019).
(28)
Whale Safe’s acoustic data is continuously monitored, and updates are sent every two hours. Visual data is sourced via Whale Alert (a citizen science app, with more activity at peak whale watching, tourist, and recreational boater seasons) and Spotter Pro (an app used by professional naturalists and scientists). Modeling data on oceanographic conditions favoring whales is updated daily. Ship position data is updated daily, with a two- to three-day lag.
(29)
Fox (2020); Olson (2020); Simon (2020).
(31)
CBC News (2019); Jeffrey-Wilensky (2019); Lubofsky (2019); Murray (2019).
(32)
Davies (2019); Durette-Morin et al. (2019).
(33)
Barlow and Torres (2021); Barlow et al. (2018, 2020, 2021); Torres (2013); Torres et al. (2020).
(34)
New Zealand Supreme Court (2021).
(35)
Barlow and Torres (2021).
(36)
Lavery et al. (2010); Pershing et al. (2010); Roman et al. (2014).
(37)
Chami et al. (2019).
(38)
IPCC (2019).
(39)
Poloczanska (2018).
(40)
Abecasis et al. (2018); Cooke et al. (2011); Cowley et al. (2017); Currier et al. (2015); Haver et al. (2018); Steckenreuter et al. (2017).
(41)
Proulx et al. (2019).
(42)
Jones et al. (2020); McWhinnie et al. (2018); Siders et al. (2016).
(43)
Cooke et al. (2017); Hays et al. (2016); Wilmers et al. (2015).
(44)
Our ability to watch and listen to animals in places that we could not reach in the past has given rise to new bioacoustics methods in the field of movement ecology—a scientific discipline dedicated to understanding the movements of organisms across space and time. See Nathan et al. (2008) and Fraser et al. (2018).
(45)
Chalmers et al. (2021); Dodgin et al. (2020).
(46)
Burke et al. (2012).
(47)
Braulik et al. (2017); Showen et al. (2018); Woodman et al. (2003, 2004). See also Gibb et al. (2019).
(48)
Culik et al. (2017); Curé et al. (2013); Omeyer et al. (2020).
(49)
See, for example, Todd et al. (2019).
(50)
Clark et al. (2009).
(51)
Chou et al. (2021).
(52)
Lindsay (2012).
(53)
Erbe et al. (2019).
(54)
Boyd et al. (2011).
(55)
Duarte et al. (2021).
(56)
Rolland et al. (2012).
(57)
Jariwala et al. (2017); Passchier-Vermier and Passchier (2000).
(58)
Despite the findings, the federal government authorized permits for oil and gas exploration companies to use seismic noise cannons to map the ocean floor off the east coast, in preparation for possible drilling. See Struck (2014).
(59)
Jones et al. (2020).
(60)
Charifi et al. (2017); Erbe et al. (2018); Kaifu et al. (2007).
(61)
de Soto et al. (2013); Hawkins et al. (2015); McCauley et al. (2003); Popper and Hastings (2009); Richardson et al. (1995).
(62)
Fewtrell and McCauley (2012); Kostyuchenko (1971); McCauley et al. (2017); Neo et al. (2015); Pearson et al. (1992).
(63)
Di Franco et al. (2020); Dwyer and Orgill (2020); Erbe et al. (2018); Kavanagh et al. (2019).
(64)
Francis and Barber (2013); Kight and Swaddle (2011); McGregor et al. (2013).
(65)
For a metareview, see Barber et al. (2010) and Duquette et al. (2021).
(66)
This is known as the Lombard effect. See, for example, Brown et al. (2021).
(67)
Gomes et al. (2021).
(68)
Cinto Mejia et al. (2019); McClure et al. (2013, 2017); Ware et al. (2015). Similar results have been found with “phantom gas fields” (recorders that play the sounds of compressors and other machinery used in natural gas extraction)—a concern given that six hundred thousand new gas wells have been drilled across North America in the past twenty years.
(69)
Barber et al. (2011); Buxton et al. (2017).
(70)
Mariette et al. (2021). See also Nedelec et al. (2014) and Rivera et al. (2018).
(71)
Jain-Schlaepfer et al. (2018).
(72)
Buehler (2019). See also Fakan and McCormick (2019).
(73)
Boudouresque et al. (2006, 2016); Hemminga and Duarte (2000); Lamb et al. (2017); UNEP (2020).
(74)
Boudouresque et al. (2009); Capó et al. (2020); Edwards (2021); Green et al. (2021); Jordà et al. (2012); Krause-Jensen et al. (2021).
(75)
André et al. (2011); Solé et al. (2013a, 2013b, 2016, 2017, 2018, 2019, 2021a, 2021b).
(76)
den Hartog (1970).
(77)
Arnaud-Haond et al. (2012).
(78)
Statocysts enable orientation, balance, sound detection, and gravity perception in marine organisms. They function in a manner similar to inner ear organs in fish, which detect particle motion and pressure in water. In cephalopods, which do not have ears, statocysts are located within the cephalic cartilage. Early stages of cephalopods present sensory hair cells grouped into lateral lines on their heads and arms. This explains how, even without ears, octopuses can locate prey or predators, particularly in low light conditions; with their statocysts and multiple arms lined with sensory hair cells, they sense even tiny sounds through vibrations in the water.
(79)
Two types of noise frequencies were used: scanning and transmission electron microscopy techniques. See Solé et al. (2013b).
(80)
Solé et al. (2018).
(81)
Solé et al. (2021a).
(82)
Amyloplasts are starch-filled plastids that orient the plant in the water column, much like sound-sensitive statocysts help marine invertebrates orient in space. Amyloplasts, somewhat like mitochondria in our cells, are separate organelles that are surrounded by a double-lipid membrane, and that possess their own DNA. As they produce and store starch inside the internal membrane compartments, amyloplasts sediment within cells; as they do so, they trigger gravity signal transduction in the plant (sending a message to specific parts of the root, allowing it to direct itself downward). See Solé et al. (2021a). See also Hashiguchi et al. (2013); Kuo (1978); Pozueta-Romero et al. (1991); and Yoder et al. (2001).
(83)
Solé et al. (2021a).
(84)
Solé et al. (2021a).
(85)
Michel André and Marta Solé, interview with author, October 2021.
(86)
An ecoacoustics index is a mathematical function that synthesizes key aspects of acoustic energy in an “auditory scene.” Indices can adopt a variety of methods, such as calculating the signal-to-noise ratio or the spectral distribution of energy, or segmenting the data into patterns associated with acoustic events: Barchiesi et al. (2015); Kholghi et al. (2018).
(87)
An ecoacoustics index is a dynamic measure; because the Earth is balanced dynamically, forever evolving in space and time, ecoacoustics indices also evolve dynamically.
(88)
See, for example, Bohnenstiehl et al. (2018).
(89)
Barzegar et al. (2015); Basner et al. (2017); Bates et al. (2020); Cantuaria et al. (2021); Dutheil et al. (2020); Thompson et al. (2020).
(90)
Boyd et al. (2011).
(91)
Tamman (2020).
(92)
For more on the International Quiet Ocean Experiment (or IQOE), see https://www.iqoe.org/. See also Tamman (2020).
(93)
Basan et al. (2021); Denolle and Nissen-Meyer (2020); Derryberry et al. (2020); March et al. (2021); Nuessly et al. (2021).
(94)
Čurović et al. (2021); see also Coll (2020); Cooke et al. (2021); Ryan et al. (2021).
(95)
Asensio, Aumond, et al. (2020); Asensio, Pavón, et al. (2020); Lecocq et al. (2020); Silva-Rodríguez et al. (2021); Vishnu Radhan (2020).
(96)
Sueur et al. (2019).
(97)
Siddagangaiah et al. (2021).
(98)
Burivalova et al. (2019); Chen et al. (2011); Francis et al. (2017); Gibbs and Bresich (2001); Larom et al. (1997); Narins and Meenderink (2014); Oliver et al. (2018); Parmesan and Yohe (2003); Sugai et al. (2019).
(99)
Oliver et al. (2018).
(100)
Sueur et al. (2019). See also Krause and Farina (2016).
(101)
Harries-Jones (2009).
(102)
UNESCO (2017).
(103)
Chou et al. (2021); Duarte et al. (2021).
(104)
Michel André and Marta Solé, interview with author, October 2021.
(105)
See, for example, Williams et al. (2018); Zwart et al. (2014).
(106)
Eldridge (2021).
(107)
Eldridge (2021, 4).
(108)
Wilson (1997).
(109)
Coghlan (2015).
(110)
Poppick (2017).
(111)
Royal Society (n.d.).
(112)
Ford (2001).

الملحق ج

(1)
Bioacoustics is an assemblage of various technologies: recording devices that capture sound, artificial intelligence algorithms that analyze and classify the data, computers that store and process the data, the internet that shares the information, and apps that bring this data into our lives.
(2)
Vallee (2018).
(3)
Jacoby et al. (2016).
(4)
Gibb et al. (2019); Lucas et al. (2015); Wrege et al. (2017).
(5)
Frommolt and Tauchert (2014).
(6)
Isaac et al. (2014); Klingbeil and Willig (2015).
(7)
Supper and Bijsterveld (2015).
(8)
Cocroft et al. (2014); Hill (2008); Hill and Wessel (2016, 2021); Hill et al. (2019).
(9)
Cocroft and Rodríguez (2005); Cocroft et al. (2014); Gagliano, Mancuso, et al. (2012); Gagliano, Renton, et al. (2012); Hill and Wessel (2016); Maeder et al. (2019); Michelsen et al. (1982); Mortimer (2017).
(10)
Cocroft et al. (2014); Hill (2008); Hill and Wessel (2016); Narins et al. (2016).
(11)
Hill (2008).
(12)
Warkentin (2005, 2011).
(13)
Fabre et al. (2012); Hill and Wessel (2021); McKelvey et al. (2021).
(14)
Hill and Wessel (2021).
(15)
Hill and Wessel (2021).
(1)
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(2)
Raick et al. (2020).
(3)
Cerchio et al. (2020).
(4)
Buxton et al. (2016).
(5)
Dimoff et al. (2021).
(6)
Freeman (2012); Freeman and Hare (2015).
(7)
Derryberry et al. (2020); Halfwerk (2020).
(8)
Warkentin (2005).
(9)
Zwart et al. (2014).
(10)
Durette-Morin et al. (2019); Visalli et al. (2020).
(11)
Thorley and Clutton-Brock (2017).
(12)
Piniak (2012); Piniak et al. (2018); Tyson et al. (2017).
(13)
Clay et al. (2019); Gazo et al. (2008).
(14)
Ausband et al. (2014).
(15)
King et al. (2017).
(16)
Suraci et al. (2016).
(17)
W. B. Romano et al. (2019).
(18)
Gordon et al. (2019).
(19)
French et al. (2020).
(20)
Clark et al. (2012).
(21)
Piitulainen and Hirskyj-Douglas (2020).
(22)
Partan et al. (2009, 2010); Rundus et al. (2007).
(23)
Narins et al. (2005).
(24)
Steiner et al. (2017).

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