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Prohibiting pet crayfish does not consistently reduce their availability online

Abstract

The pet trade is a significant source of introductions of non-indigenous aquatic species, such as crayfish. To test whether legislation that regulates the ownership of ornamental animals for aquariums had the desired effect of reducing the availability of those pets, classified advertising websites were monitored for sales of crayfish in jurisdictions with and without legislation regulating the ownership of crayfish. Advertisements from Canadian provinces with legislation against owning crayfish were compared to provinces without such legislation. The population adjusted number of advertisements for crayfish, and number of distinct sellers of crayfish, was significantly lower in one of two provinces that prohibited crayfish compared to provinces that permitted crayfish. This mixed outcome suggests that legislation alone does not consistently reduce online trade in crayfish.

Key Words
Pet trade; aquariums; legislation; non-indigenous crayfish; prohibited species

Introduction

The pet trade is a large but often poorly understood market (Calado et al., 2003Calado, R.; Lin, J.; Rhyne, A.L.; Araújo, R. and Narciso, L. 2003. Marine ornamental decapods-popular, pricey, and poorly studied. Journal of Crustacean Biology, 23: 963-973.; Rhyne et al., 2012Rhyne, A.L.; Tlusty, M.F.; Schofield, P.J.; Kaufman, L.; Morris, J.A., Jr. and Bruckner, A.W. 2012. Revealing the appetite of the marine aquarium fish trade: the volume and biodiversity of fish imported into the United States. PLoS ONE, 7: e35808.). The supply chain consists of the acquisition, distribution, and sale of animals, and is often complex, poorly monitored, and rife with potential problems at every stage (Fig. 1). In extreme cases, the market for aquatic pets for aquariums can be lucrative enough to provoke criminal activities, including illegal collection from natural populations, smuggling, and in extreme cases, murder (Voigt, 2016Voigt, E. 2016. The Dragon Behind the Glass: A True Story of Power, Obsession, and the World’s Most Coveted Fish. New York: Scribner, 318p.). A more mundane but common problem is that the pet trade is a major pathway for introductions of unwanted non-indigenous species (Duggan et al., 2006Duggan, I.; Rixon, C. and MacIsaac, H. 2006. Popularity and propagule pressure: determinants of introduction and establishment of aquarium fish. Biological Invasions, 8: 377-382.; Keller and Lodge, 2009Keller, R.P. and Lodge, D.M. 2009. Species invasions from commerce in live aquatic organisms: problems and possible solutions. BioScience, 57: 428-436.; Chucholl, 2013Chucholl, C. 2013. Invaders for sale: trade and determinants of introduction of ornamental freshwater crayfish. Biological Invasions, 15: 125-141.), particularly for freshwater aquatic animals (Duggan et al., 2006Duggan, I.; Rixon, C. and MacIsaac, H. 2006. Popularity and propagule pressure: determinants of introduction and establishment of aquarium fish. Biological Invasions, 8: 377-382.; Yanai et al., 2017Yanai, Z.; Dayan, T.; Mienis, H.K. and Gasith, A. 2017. The pet and horticultural trades as introduction and dispersal agents of non-indigenous freshwater molluscs. Management of Biological Invasions, 8: 523-532.) such as crayfish (Chucholl, 2013Chucholl, C. 2013. Invaders for sale: trade and determinants of introduction of ornamental freshwater crayfish. Biological Invasions, 15: 125-141.; Faulkes, 2015aFaulkes, Z. 2015a. The global trade in crayfish as pets. Crustacean Research, 44: 75-92.; Lipták and Vitázková, 2015Lipták, B. and Vitázková, B. 2015. Beautiful, but also potentially invasive. Ekológia (Bratislava), 34: 155-162.; Pârvulescu et al., 2017Pârvulescu, L.; Togor, A.; Lele, S.-F.; Scheu, S.; Șinca, D. and Panteleit, J. 2017. First established population of marbled crayfish Procambarus fallax (Hagen, 1870) f. virginalis (Decapoda, Cambaridae) in Romania. BioInvasions Records, 6: 357-362.; Weiperth et al., 2017Weiperth, A.; Gál, B.; Kuříková, P.; Bláha, M.; Kouba, A. and Patoka, J. 2017. Cambarellus patzcuarensis in Hungary: The first dwarf crayfish established outside of North America. Biologia, 72: 1529-1532.). The pet trade in crayfish is probably a relatively small segment of the ornamental aquarium trade, but the value people place on crayfish as aquarium pets can be substantial. In Thailand, one single crayfish was sold as an aquarium pet for one million baht (~US$27,000) (Anonymous, 2007aAnonymous, -. 2017a. Crayfish with rare colours sets B1m record. In Bangkok Post. (The Post Publishing Public Company Limited, Bangkok, Thailand). Available at Available at http://www.bangkokpost.com/news/general/1190236/crayfish-with-rare-colours-sets-b1m-record . Accessed on 27 April 2018.
http://www.bangkokpost.com/news/general/...
; 2007bAnonymous, -. 2017b. Distinctive species of ghost crayfish fetches one million baht price. Available at Available at http://englishnews.thaipbs.or.th/distinctive-species-ghost-crayfish-fetches-one-million-baht-price/ . Accessed on 6 February 2017.
http://englishnews.thaipbs.or.th/distinc...
; 2007cAnonymous, -. 2017c. Man sells cow-patterned crayfish for 1 million baht. Available at Available at http://bangkok.coconuts.co/2017/02/01/man-sells-cow-patterned-crayfish-1-million-baht . Accessed on 6 February 2017.
http://bangkok.coconuts.co/2017/02/01/ma...
). The trade in crayfish for aquarium pets has a disproportionate potential for significant scientific and ecological effects (Faulkes, 2015aFaulkes, Z. 2015a. The global trade in crayfish as pets. Crustacean Research, 44: 75-92.). Crayfish are keystone species that act as ecosystem engineers (Creed, 1994Creed, R.P., Jr. 1994. Direct and indirect effects of crayfish grazing in a stream community. Ecology, 75: 2091-2103.; Momot, 1995Momot, W.T. 1995. Redefining the role of crayfish in aquatic ecosystems. Reviews in Fisheries Science, 3: 33-63.; Nyström et al., 1996Nyström, P.; Brönmark, C. and Granéli, W. 1996. Patterns in benthic food webs: A role for omnivorous crayfish? Freshwater Biology, 36: 631-646.; Usio et al., 2009Usio, N.; Kamiyama, R.; Saji, A. & Takamura, N. 2009. Size-dependent impacts of invasive alien crayfish on a littoral marsh community. Biological Conservation, 142: 1480-1490.; Weinländer and Füreder, 2016Weinländer, M. and Füreder, L. 2016. Native and alien crayfish species: do their trophic roles differ? Freshwater Science, 35: 1340-1353.), so the biological and economic effects of introductions of nonindigenous crayfish species to new locations are often substantial. The economic impacts of crayfish introductions have generally been negative (Twardochleb et al., 2013Twardochleb, L.A.; Olden, J.D. and Larson, E.R. 2013. A global meta-analysis of the ecological impacts of nonnative crayfish. Freshwater Science, 32: 1367-1382.). Seven crayfish species are listed among the worst one hundred invasive species in Europe (Nentwig et al., 2018Nentwig, W.; Bacher, S.; Kumschick, S.; Pyšek, P. and Vilà, M. 2018. More than “100 worst” alien species in Europe. Biological Invasions, 20: 1611-1621.): Procambarus clarkii (Girard, 1852), Procambarus virginalis Lyko, 2017 or Procambarus fallax (Hagen, 1870) forma virginalis, Pacifastacus leniusculus (Dana, 1852), Cherax quadricarinatus (von Martens, 1868), Cherax destructor Clark, 1936, Faxonius virilis (Hagen, 1870), and Faxonius limosus Rafinesque, 1817 (the latter two formerly in the genus Orconectes Cope, 1872). All seven species available as pets in at least two countries (Faulkes, 2015aFaulkes, Z. 2015a. The global trade in crayfish as pets. Crustacean Research, 44: 75-92.), and the four species in the genera Procambarus Ortmann, 1905 and Cherax Erichson, 1846 are sold in at least six countries (Faulkes, 2015aFaulkes, Z. 2015a. The global trade in crayfish as pets. Crustacean Research, 44: 75-92.), and many countries have not been studied. Given this, it is not surprising that the International Association for Astacology recommended countries “stop the importation of living crayfish” (International Association of Astacology, 1988). Several jurisdictions have tried to prevent the sale and release of crayfish using legislation (DiStefano et al., 2009DiStefano, R.J.; Litvan, M.E. and Horner, P.T. 2009. The bait industry as a potential vector for alien crayfish introductions: problem recognition by fisheries agencies and a Missouri evaluation. Fisheries, 34: 586-597.; Faulkes, 2013Faulkes, Z. 2013. How much is that crayfish in the window? Online monitoring of Marmorkrebs, Procambarus fallax f. virginalis (Hagen, 1870) in the North American pet trade. Freshwater Crayfish, 19: 39-44.; Magalhães and Andrade, 2015Magalhães, A.L.B. and Andrade, R.F. 2015. Has the import ban on non-native red swamp crayfish (Crustacea: Cambaridae) been effective in Brazil? Neotropical Biology and Conservation, 10: 48-52.).

Figure 1
Supply chain of ornamental species in the pet trade. Any species sold in the aquarium trade is initially taken from wild populations (Ng and Tan 1997Ng, P.K.L. and Tan , H.H. 1997. Freshwater fishes of Southeast Asia: potential for the aquarium fish trade and conservation issues. Aquarium Sciences and Conservation, 1: 79-90.; Raghavan et al., 2013Raghavan, R.; Dahanukar, N.; Tlusty, M.F.; Rhyne, A.L.; Krishna Kumar, K.; Molur, S. and Rosser, A.M. 2013. Uncovering an obscure trade: threatened freshwater fishes and the aquarium pet markets. Biological Conservation, 164: 158-169.), although aquaculture can replace collection from the wild as a supply for the pet trade (Ng and Tan 1997Ng, P.K.L. and Tan , H.H. 1997. Freshwater fishes of Southeast Asia: potential for the aquarium fish trade and conservation issues. Aquarium Sciences and Conservation, 1: 79-90.; Voigt, 2016Voigt, E. 2016. The Dragon Behind the Glass: A True Story of Power, Obsession, and the World’s Most Coveted Fish. New York: Scribner, 318p.). Most freshwater aquarium fish species are aquacultured (Whittington and Chong, 2007Whittington, R.J. and Chong, R. 2007. Global trade in ornamental fish from an Australian perspective: The case for revised import risk analysis and management strategies. Preventive Veterinary Medicine, 81: 92-116.; Maceda-Veiga et al., 2016Maceda-Veiga, A.; Domínguez-Domínguez, O.; Escribano-Alacid, J. and Lyons, J. 2016. The aquarium hobby: can sinners become saints in freshwater fish conservation? Fish and Fisheries, 17: 860-874.), although the proportion for crayfish species that are aquacultured is unknown. Breeders and wholesalers may be one and the same entities. These are unlikely, however, to deal directly with the members of the public who buy and own pets. Retailers are the main source of animals for sale to the public, although owners may share or sell pets directly among themselves (Faulkes, 2015bFaulkes, Z. 2015b. Marmorkrebs (Procambarus fallax f. virginalis) are the most popular crayfish in the North American pet trade. Knowledge and Management of Aquatic Ecosystems, 416: 20.). Aquatic pets often die in captivity, but those that do not may be released alive either into sewer systems (Assis et al., 2014Assis, D.A.S.; Cavalcante, S.S. and Brito, M.F.G. 2014. Aquarium trade as a potential disseminator of non-native invertebrates in Northeastern Brazil. Neotropical Biology and Conservation, 9: 115-119.; Patoka et al., 2014Patoka, J.; Petrtýl, M. and Kalous, L. 2014. Garden ponds as potential introduction pathway of ornamental crayfish. Knowledge and Management of Aquatic Ecosystems, 414: 13.; Blanchette, 2016Blanchette, A. 2016. Officials warn: Don't flush your goldfish. In Star Tribune. (Star Tribune Company, Minnsota). Available at Available at http://www.startribune.com/officials-warn-don-t-flush-your-goldfish/365792231/ . Accessed on: 27 April 2018.
http://www.startribune.com/officials-war...
), where probability of survival is low, or into outdoor habitats (Chucholl, 2013Chucholl, C. 2013. Invaders for sale: trade and determinants of introduction of ornamental freshwater crayfish. Biological Invasions, 15: 125-141.; Pârvulescu et al., 2017Pârvulescu, L.; Togor, A.; Lele, S.-F.; Scheu, S.; Șinca, D. and Panteleit, J. 2017. First established population of marbled crayfish Procambarus fallax (Hagen, 1870) f. virginalis (Decapoda, Cambaridae) in Romania. BioInvasions Records, 6: 357-362.), where they may become unwanted introduced species. Even when crayfish die in captivity or soon after release, they can still spread diseases post mortem, such as crayfish plague (Oidtmann et al., 2002Oidtmann, B.; Heitz, E.; Rogers, D. and Hoffmann, R.W. 2002. Transmission of crayfish plague. Diseases of Aquatic Organisms, 52: 259-167.) if their bodies contact natural ecosystems.

There are several potential methods available to prevent unwanted introductions, but two of the major ones are aimed at the owners at the end of the supply chain (Fig. 1), either by education (Baruch-Mordo et al., 2011Baruch-Mordo, S.; Breck, S.W.; Wilson, K.R. & Broderick, J. 2011. The carrot or the stick? Evaluation of education and enforcement as management tools for human-wildlife conflicts. PLoS ONE, 6: e15681.; Azevedo-Santos et al., 2015Azevedo-Santos, V.M.; Pelicice, F.M.; Lima-Junior, D.P.; Magalhães, A.L.B.; Orsi, M.L.; Vitule, J.R.S. and Agostinho, A.A. 2015. How to avoid fish introductions in Brazil: education and information as alternatives. Natureza & Conservação, 13: 123-132.; Seekamp et al., 2016Seekamp, E.; Mayer, J.E.; Charlebois, P. and Hitzroth, G. 2016. Effects of outreach on the prevention of aquatic invasive species spread among organism-in-trade hobbyists. Environmental Management, 58: 797-809.) or regulation (Magalhães and Andrade, 2015Magalhães, A.L.B. and Andrade, R.F. 2015. Has the import ban on non-native red swamp crayfish (Crustacea: Cambaridae) been effective in Brazil? Neotropical Biology and Conservation, 10: 48-52.). There has been no published research on educational campaigns concerning crayfish in particular regions, although a campaign for aquarium pets in general had minimal effectiveness (Seekamp et al., 2016Seekamp, E.; Mayer, J.E.; Charlebois, P. and Hitzroth, G. 2016. Effects of outreach on the prevention of aquatic invasive species spread among organism-in-trade hobbyists. Environmental Management, 58: 797-809.). Two previous papers examined the effectiveness of legislation on crayfish sales as bait and pets, and both found little evidence they had the desired effects (DiStefano et al., 2009DiStefano, R.J.; Litvan, M.E. and Horner, P.T. 2009. The bait industry as a potential vector for alien crayfish introductions: problem recognition by fisheries agencies and a Missouri evaluation. Fisheries, 34: 586-597.; Magalhães and Andrade, 2015Magalhães, A.L.B. and Andrade, R.F. 2015. Has the import ban on non-native red swamp crayfish (Crustacea: Cambaridae) been effective in Brazil? Neotropical Biology and Conservation, 10: 48-52.). Magalhães and Andrade (2015Magalhães, A.L.B. and Andrade, R.F. 2015. Has the import ban on non-native red swamp crayfish (Crustacea: Cambaridae) been effective in Brazil? Neotropical Biology and Conservation, 10: 48-52.) examined banning Louisiana red swamp crayfish (P. clarkii) by comparing availability of crayfish before and after legislation was passed in Brazil. There was a statistically significant decrease in the availability of crayfish in pet stores when measured nationally, but Magalhães and Andrade (2015Magalhães, A.L.B. and Andrade, R.F. 2015. Has the import ban on non-native red swamp crayfish (Crustacea: Cambaridae) been effective in Brazil? Neotropical Biology and Conservation, 10: 48-52.) concluded Brazilian legislation “had not been effective” (Magalhães and Andrade, 2015Magalhães, A.L.B. and Andrade, R.F. 2015. Has the import ban on non-native red swamp crayfish (Crustacea: Cambaridae) been effective in Brazil? Neotropical Biology and Conservation, 10: 48-52.). Presumably, Magalhães and Andrade (2015Magalhães, A.L.B. and Andrade, R.F. 2015. Has the import ban on non-native red swamp crayfish (Crustacea: Cambaridae) been effective in Brazil? Neotropical Biology and Conservation, 10: 48-52.) considered “zero availability of crayfish in pet stores” to be the target for success. But policy outcomes are more nuanced than “success” or “failure.” Ideally, trade would be reduced almost to zero, though there may still be rare cases. But a ban on a presumptive invasive species need not reduce availability to zero to have positive impacts. From a public policy perspective, any reduction of availability in retail pet stores reduces the probability of later release of crayfish, or other undesirable effects (Fig. 1). At the other end of the spectrum, regulation might be considered a failure if it had no effect on trade, but this is not the worst possible outcome. Regulation could backfire and increase the illegal trade in species due to perceived rarity (Angulo et al., 2009Angulo, E.; Deves, A.-L.; Saint Jalmes, M. and Courchamp, F. 2009. Fatal attraction: rare species in the spotlight. Proceedings of the Royal Society B: Biological Sciences, 276: 1331-1337.;Courchamp et al., 2006Courchamp, F.; Angulo, E.; Rivalan, P.; Hall, R.J.; Signoret, L.; Bull, L. and Meinard, Y. 2006. Rarity value and species extinction: The anthropogenic Allee effect. PLoS Biology, 4: e415.).

Whether the Brazilian ban on crayfish was responsible for the reduction in availability (Magalhães and Andrade, 2015Magalhães, A.L.B. and Andrade, R.F. 2015. Has the import ban on non-native red swamp crayfish (Crustacea: Cambaridae) been effective in Brazil? Neotropical Biology and Conservation, 10: 48-52.) is open to interpretation. A potential confound is that there is no way to identify whether pet availability would have changed in the absence of legislation. The popularity of pet types is often driven by social contagion, i.e., fads and fashion (Herzog et al., 2004Herzog, H.A.; Bentley, R.A. and Hahn, M.W. 2004. Random drift and large shifts in popularity of dog breeds. Proceedings of the Royal Society of London. Series B: Biological Sciences, 271: S353-S356.; Herzog, 2006Herzog, H. 2006. Forty-two thousand and one dalmatians: Fads, social contagion, and dog breed popularity. Society & Animals, 14: 383-397.; Ghirlanda et al., 2013Ghirlanda, S.; Acerbi, A.; Herzog, H. & Serpell, J.A. 2013. Fashion vs. function in cultural evolution: The case of dog breed popularity. PLoS ONE, 8: e74770.). For example, there was a significant increase in interest in keeping invertebrates, such as crayfish, as aquarium pets in the 1990s in Europe (Chucholl, 2013Chucholl, C. 2013. Invaders for sale: trade and determinants of introduction of ornamental freshwater crayfish. Biological Invasions, 15: 125-141.; 2016Chucholl, C. 2016. Marbled crayfish gaining ground in Europe: the role of the pet trade as invasion pathway. p. 83-114. In: Kawai, T.; Faulkes, Z. and Scholtz, G. (eds), Freshwater Crayfish: A Global Overview. Boca Raton: CRC Press.). By the mid 2000s, over 100 crayfish species were available in the German aquarium trade (Chucholl, 2013Chucholl, C. 2013. Invaders for sale: trade and determinants of introduction of ornamental freshwater crayfish. Biological Invasions, 15: 125-141.). Interest later declined, as did the number of available crayfish species in the German pet trade (Chucholl and Wendler, 2016Chucholl, C. and Wendler, F. 2016. Positive selection of beautiful invaders: long-term persistence and bio-invasion risk of freshwater crayfish in the pet trade. Biological Invasions, 19: 197-208.). Similarly, where those pets are sourced from changes (Robinson et al., 2015Robinson, J.E.; Griffiths, R.A.; St. John, F.A.V. and Roberts, D.L. 2015. Dynamics of the global trade in live reptiles: Shifting trends in production and consequences for sustainability. Biological Conservation, 184: 42-50.).

An alternate approach to “before and after” comparisons is comparing jurisdictions with and without legislation simultaneously. Monitoring the trade in pets in multiple jurisdictions presents a logistical problem since they normally cover large areas, but monitoring online sales provides a feasible way to achieve this. Examining online sales has proven useful in assessing trade in organisms (Kay and Hoyle, 2001Kay, S.H. and Hoyle, S.T. 2001. Mail order, the Internet, and invasive aquatic weeds. Journal of Aquatic Plant Management, 39: 88-91.; Magalhães and Jacobi, 2010Magalhães, A.L.B. and Jacobi, C.M. 2010. E-commerce of freshwater aquarium fishes: potential disseminator of exotic species in Brazil. Acta Scientiarum. Biological Sciences, 32: 243-248.; Magalhães and São-Pedro, 2012Magalhães, A.L.B. and São-Pedro, V.A. 2012. Illegal trade on non-native amphibians and reptiles in southeast Brazil: the status of e-commerce. Phyllomedusa - Journal of Herpetology, 11: 155-160.; Humair et al., 2015Humair, F.; Humair, L.; Kuhn, F. & Kueffer, C. 2015. E-commerce trade in invasive plants. Conservation Biology, 29: 1658-1665.; Mazza et al., 2015Mazza, G.; Aquiloni, L.; Francesco Inghilesi, A.; Giuliani, C.; Lazzaro, L.; Ferretti, G.; Lastrucci, L.; Foggi, B. & Tricarico, E. 2015. Aliens just a click away: the online aquarium trade in Italy. Management of Biological Invasions, 6: 253-261.), and the risks posed by pet ownership (Kikillus et al., 2012Kikillus, K.H.; Hare, K. and Hartley, S. 2012. Online trading tools as a method of estimating propagule pressure via the pet-release pathway. Biological Invasions, 14: 2657-2664.). Furthermore, people will sometimes disclose illegal activities in online forums (Magalhães and São-Pedro, 2012Magalhães, A.L.B. and São-Pedro, V.A. 2012. Illegal trade on non-native amphibians and reptiles in southeast Brazil: the status of e-commerce. Phyllomedusa - Journal of Herpetology, 11: 155-160.; Huffer and Chappell, 2014Huffer, D. and Chappell, D. 2014. The mainly nameless and faceless dead: an exploratory study of the illicit traffic in archaeological and ethnographic human remains. Crime, Law and Social Change, 62: 131-153.; El Bizri et al., 2015El Bizri, H.R.; Morcatty, T.Q.; Lima, J.J.S. and Valsecchi, J. 2015. The thrill of the chase: uncovering illegal sport hunting in Brazil through YouTube™ posts. Ecology and Society, 20: 30.; Shiffman et al., 2017Shiffman, D.S.; Macdonald, C.; Ganz, H.Y. and Hammerschlag, N. 2017. Fishing practices and representations of shark conservation issues among users of a land-based shark angling online forum. Fisheries Research, 196: 13-26.). Further advantages include that examining online sales uses publicly available information, so does not require approval for research with human subjects; it requires less effort in collecting data; the data can be quantitative, rather than broad and loosely defined categories of availability such as “very common” or “rare” (e.g.Chucholl, 2013Chucholl, C. 2013. Invaders for sale: trade and determinants of introduction of ornamental freshwater crayfish. Biological Invasions, 15: 125-141.; Chucholl and Wendler, 2016Chucholl, C. and Wendler, F. 2016. Positive selection of beautiful invaders: long-term persistence and bio-invasion risk of freshwater crayfish in the pet trade. Biological Invasions, 19: 197-208.; Kotovska et al., 2016Kotovska, G.; Khrystenko, D.; Patoka, J. and Kouba, A. 2016. East European crayfish stocks at risk: arrival of non-indigenous crayfish species. Knowledge and Management of Aquatic Ecosystems, 417: 37.). This paper compares online sales of crayfish in multiple jurisdictions, with differing legislation regarding crayfish, over two years. Under the hypothesis that legislation prohibiting crayfish is effective, the number of advertisements and sellers is predicted to be smaller in all provinces with legislation compared to those without legislation.

Materials and Methods

The online classified web sites Kijiji (http://kijiji.com), eBay Classifieds (http://ebayclassifieds.com), and Craigslist (http://craigslist.com) were selected as data sources based on previous research (Faulkes, 2013Faulkes, Z. 2013. How much is that crayfish in the window? Online monitoring of Marmorkrebs, Procambarus fallax f. virginalis (Hagen, 1870) in the North American pet trade. Freshwater Crayfish, 19: 39-44.). These websites function differently, which was considered in selecting jurisdictions to monitor. Kijiji targets Canadian users, while eBay Classifieds targets American users, and both group advertisements by entire provinces or states in many cases. Craigslist advertisements are grouped by cities, and both Canadian and American cities are included in its listings.

I used Kijiji to study four Canadian provinces. The Canadian provinces of Manitoba and Alberta had laws prohibiting crayfish throughout the study period, from the start of 2016 to the end of 2017 (Anonymous, 2018Anonymous, -. 2018. 2018 Alberta Guide to Sportfishing Regulations. Sports Scene Publications Inc.; Manitoba Sustainable Development, 2018Manitoba Sustainable Development, F.B. 2018. The Rusty Crayfish (Orconectes rusticus). Available at: Available at: http://www.gov.mb.ca/sd/waterstewardship/stopais/rusty_crayfish.html . Accessed on 24 April 2018.
http://www.gov.mb.ca/sd/waterstewardship...
). The laws concerning crayfish in both provinces were broadly worded: both prohibited people from possessing crayfish of any species. Thus, there is little room those selling crayfish online to misunderstand the intent of the law, or for accidentally breaking the law (e.g., misidentifying a banned crayfish species as a permitted species).

Ideally, the “control” jurisdictions without laws concerning crayfish should meet three criteria. First, they should be served by the same websites. Second, they should be geographically adjacent. Third, they should have a similar population size. The populations for Canadian provinces were taken from 2016 census data from Statistics Canada (http://www12.statcan.gc.ca/census-recensement/2016/dp-pd/hlt-fst/pd-pl/Table.cfm?Lang=Eng&T=101&S=50&O=A). The 2016 population of Manitoba was 1,278,365, and Alberta’s was 4,067,175. The estimated populations for American cities were taken from the 2012-2016 American Community Survey five year estimates from the United States Census Bureau (http://factfinder.census.gov/faces/nav/jsf/pages/index.xhtml).

The Canadian prairie province of Saskatchewan met all three criteria for a control (served by Kijiji; adjacent to both provinces; 2016 population of 1,098,352), and Nova Scotia met two: it was served by Kijiji, and its population was the closest to the other three provinces (2016 population of 923,598). Initially, I also monitored the American states of North Dakota and Montana, with the intention of comparing them to the four Canadian provinces above, because they met two of the three criteria to be a control jurisdiction. The American states are adjacent to the Canadian provinces, and have similar demographics, but were served by eBay Classifieds rather than Kijiji. Because Kijiji is a subsidiary of eBay Classifieds, I initially assumed that these two services would be roughly comparable. This assumption was incorrect (Asuten, 2015Asuten, I. 2015. Kijiji, a flop in the U.S., rules online classifieds in Canada. In The New York Times. Available at Available at http://www.nytimes.com/2015/05/18/technology/kijiji-a-flop-in-the-us-rules-online-classifieds-in-canada.html . Accessed on: 27 April 2018.
http://www.nytimes.com/2015/05/18/techno...
). On 30 September 2016, the eBay Classifieds website shut down, and attempts to navigate to the URL were directed to a new local classifieds website, Close5 (https://www.close5.com). Because eBay Classifieds had posted zero advertisements for crayfish in those nine months, Close5 was not monitored.

On the website Craigslist, advertisements are grouped by city. I monitored Craiglist for advertisements for in each of the four Canadian provinces monitored by Kijiji: Winnipeg, Manitoba; Regina and Saskatoon, Saskatchewan; Halifax, Nova Scotia; Calgary, Edmonton, Fort McMurray, Lethbridge, Medicine Hat, Peace River, and Red Deer, Alberta. I also used Craigslist to monitor Rochester, Minnesota and Green Bay, Wisconsin, both located in states with laws prohibiting crayfish (Wisconsin Natural Resources, 2017Wisconsin Natural Resources. 2017. Chapter NR 40 Invasive species identification, classification and control. Available at Available at http://docs.legis.wisconsin.gov/code/admin_code/nr/001/40/07/6/_1 . Accessed on 27 April 2018.
http://docs.legis.wisconsin.gov/code/adm...
; Minnesota Department of Natural Resources, 2018Minnesota Department of Natural Resources. 2018. Minnesota invasive species laws. Available at: Available at: https://www.dnr.state.mn.us/invasives/laws.html . Accessed on: 27 April 2018.
https://www.dnr.state.mn.us/invasives/la...
). I selected Fargo, North Dakota, Cedar Rapids, Iowa, and Rockford, Illinois as “control” jurisdictions with no such laws, following the three criteria for “control” listed above. To meet the second criteria of similar population size, the American cities chosen all had populations between 100,000 and 200,000.

From 2 January 2016 to 31 December 2017, the online websites were monitored, initially by visiting and searching each site daily, followed by the creation of automated alerts, using the words “crayfish,” “crawfish,” and “crawdad.” I recorded the date and URL of the advertisement; the description, cost, and number of crayfish; and location of the advertiser. I archived advertisements as PDF files and saved each picture in the advertisement that showed any crayfish.

The number of individual advertisements may not reflect the availability of crayfish, because sellers can relist advertisements for the same animals. Sellers vary substantially in how many advertisements they create (Faulkes, 2015bFaulkes, Z. 2015b. Marmorkrebs (Procambarus fallax f. virginalis) are the most popular crayfish in the North American pet trade. Knowledge and Management of Aquatic Ecosystems, 416: 20.). Unlike auction sites studied previously (e.g., Aquabid) (Faulkes, 2015bFaulkes, Z. 2015b. Marmorkrebs (Procambarus fallax f. virginalis) are the most popular crayfish in the North American pet trade. Knowledge and Management of Aquatic Ecosystems, 416: 20.), the advertising websites monitored here do not provide user names. To estimate the number of sellers, relisted and duplicate ads were identified examining advertisements for duplicate text, pictures, and geographic locations of advertisers.

Data were not normally distributed, so were analyzed using non-parametric statistics using IBM SSPS Statistics version 25 (IBM, Armonk, NY, USA, 2017).

Results

Only the Canadian classifieds website Kijiji provided enough data over the course of the study period to analyze (n = 287 advertisements). Kijiji advertisements largely originated from major cities (Fig. 2). No advertisements for crayfish were ever posted in eBay Classifieds. No city yielded more than two advertisements on Craigslist over the two years of this study and were not examined further.

Figure 2
A, Map of Canada (light gray) with focal provinces in this study shown in dark gray. B, Map of Canadian prairie provinces of Alberta (AB), Saskatchewan (SK), and Manitoba (MB), with dots showing locations of sellers placing advertisements for crayfish on Kijiji. Most dots concentrate around cities such as Calgary and Edmonton (AB), Regina and Saskatoon (SK), and Winnipeg (MB). C, Canadian Atlantic province of Nova Scotia (NS), with dots showing locations of sellers placing advertisements for crayfish on Kijiji. Most dots are near the city of Halifax.

Provinces differed significantly in both the number of advertisements per month per million people (Fig. 3A; Kruskal-Wallis = 43.58, n = 96, df = 3, p < 0.01). Provinces also differed significantly in the number of unique sellers per month per million people (Fig. 3B; (Kruskal-Wallis = 42.81, n = 96, df = 3, p < 0.01). Both the number of advertisements and number of sellers in Manitoba (crayfish prohibited) were significantly lower than the other three provinces. Alberta (crayfish prohibited), Saskatchewan (permitted), and Nova Scotia (permitted) did not differ from each other in number of advertisements or sellers.

Figure 3
Online sales of crayfish in selected Canadian provinces. A, number of individual advertisements per month per million people in the population. B, number of individual sellers placing ads per month per million people in the population. In both, provinces that do not differ statistically share a lowercase letter above the box. Square = mean; horizontal line = median; box = 50% of data; whiskers = 95% of data; triangles = minimum and maximum.

Species identifications were rarely provided by sellers (9 of 287 advertisements; 3%). The species that were listed in advertisements were Cambarellus diminutus Hobbs, 1945, Cambarellus patzcuarensis Villalobos, 1943 (orange morph), Cambarellus texanus Albaugh & Black, 1973, Cherax pulcher Lukhaup, 2015, C. destructor, C. quadricarinatus, Cherax snowden Lukhaup, Panteleit & Schrimpf, 2015, Procambarus acutus (Girard, 1852), and P. clarkii. Some species were almost certainly misidentified, however. Some blue crayfish were listed as “Australian” or identified as belonging to the genus Cherax, but pictures provided in the advertisement sometimes showed features that are characteristic of the North American genus Procambarus (e.g., prominent tubercles on the claws; Fig. 4). Judging from common names or descriptions, the blue morph of the Everglades crayfish [Procambarus alleni (Faxon, 1884)] and the marbled crayfish Marmorkrebs (P. virginalis or P. fallax f. virginalis) appeared to be the most common species in the Canadian provinces studied. Forty percent (115 of 287) of advertisements described the crayfish as “blue,” but not “marbled” or “cloning.” Many crayfish species can be blue, but photos provided in advertisements often showed the conspicuous dark spots on either side of the mouth that are characteristic of P. alleni (Hendrix and Loftus, 2000Hendrix, A.N. and Loftus, W.F. 2000. Distribution and relative abundance of the crayfishes Procambarus alleni (Faxon) and P. fallax (Hagen) in southern Florida. Wetlands, 20: 194-199.). Twenty-four percent (69 of 287) of advertisements described the crayfish for sale as “marbled” or “self cloning.” Thus, it is likely that these two species may make up about half of the crayfish available online in these provinces.

Figure 4
Crayfish that have probably been misidentified by their sellers. A-C, representative pictures of crayfish described as Cherax or “Australian” in online advertisements. All appear to be members of the North American genus Procambarus.

The number of crayfish described as being available in a single advertisement ranged from one to “a few hundred.” No information about the number of crayfish available could be determined from the advertisement (including counting crayfish in pictures provided by the seller) in 31% (89 of 287) of the ads. Of the remaining advertisements, most listed small numbers of crayfish, with 63.6% (126 of 198) of advertisement saying 1 to 4 crayfish were available, consistent with advertisements being placed by individual owners rather than business.

Discussion

Legislation prohibiting the ownership of crayfish does not consistently achieve the predicted effect of reducing ownership and availability of crayfish, as measured by online advertisements. One province with legislation prohibiting crayfish (Manitoba) had significantly lower numbers of advertisements and sellers of crayfish online, but another province with similar prohibitions (Alberta) did not. Successful policy change requires public interest (Phillis et al., 2013Phillis, C.C.; O’Regan, S.M.; Green, S.J.; Bruce, J.E.B.; Anderson, S.C.; Linton, J.N.; 2013. Multiple pathways to conservation success. Earth 2Ocean Research Derby and Favaro, B. Conservation Letters, 6: 98-106.), but just putting policy in place does not automatically equal desired outcomes. Successful policy implementation not only requires public agreement with the goals of the policy (Phillis et al., 2013Phillis, C.C.; O’Regan, S.M.; Green, S.J.; Bruce, J.E.B.; Anderson, S.C.; Linton, J.N.; 2013. Multiple pathways to conservation success. Earth 2Ocean Research Derby and Favaro, B. Conservation Letters, 6: 98-106.), but also public education that the policy exists, and visible, consistent enforcement of the policy. In the case of the latter, Canadian federal law prohibits the release of fish (including crayfish) into natural habitats (Government of Canada, 2015Government of Canada. 2015. Fishery (General) Regulations SOR/93-53. Available at Available at http://laws-lois.justice.gc.ca/eng/regulations/SOR-93-53/FullText.html . Accessed on: 27 April 2018.
http://laws-lois.justice.gc.ca/eng/regul...
), but there has never been a single conviction under that law (Nova Scotia Fisheries and Aquaculture, 2015Nova Scotia Fisheries and Aquaculture. 2015. Live fish possession regulations. Available at: Available at: https://novascotia.ca/fish/sportfishing/resource-management/ais/fcra-qanda.pdf . Accessed on: 27 April 2018.
https://novascotia.ca/fish/sportfishing/...
). A similar situation exists in Brazil: the release of pets is illegal (Oliveira et al., 2014Oliveira, T.D.; Reis, A.C.; Guedes, C.O.; Sales, M.L.; Braga, E.P.R.; Ratton, T.F.; Maia, B.P. and Magalhães, A.L.B. 2014. Establishment of non-native guppy Poecilia reticulata (Peters, 1859) (Cyprinodontiformes: Poeciliidae) in an Municipal Park located in Minas Gerais State, Brazil. Pan-American Journal of Aquatic Sciences, 9: 21-30.), but there has never been a conviction under that law (Azevedo-Santos et al., 2015Azevedo-Santos, V.M.; Pelicice, F.M.; Lima-Junior, D.P.; Magalhães, A.L.B.; Orsi, M.L.; Vitule, J.R.S. and Agostinho, A.A. 2015. How to avoid fish introductions in Brazil: education and information as alternatives. Natureza & Conservação, 13: 123-132.). It seems unlikely that Manitoba invests more resources into education and enforcement regarding laws around crayfish than Alberta, and more probable that the differences in availability are due to other currently unknown factors.

Few crayfish were identified to species in ads, and descriptions listed in the advertisement were sometimes wrong (Fig. 4). This suggests that “blacklist” or “whitelist” approaches that attempts to legislate the trade of crayfish on a species by species basis (e.g., only Faxonius rusticus (Girard, 1852) is prohibited in Saskatchewan; Government of Saskatchewan, 1994Government of Saskatchewan. 1994. The Fisheries Regulations. Available at: Available at: http://publications.gov.sk.ca/details.cfm?p=1116 . Accessed on 27 April 2018.
http://publications.gov.sk.ca/details.cf...
) will be difficult to enforce. Legislation targeting some species but not others is only as good as the ability of stakeholders (e.g., suppliers, owners, or enforcement agents) to identify species. Invertebrates are often misidentified, even by dealers (DiStefano et al., 2009DiStefano, R.J.; Litvan, M.E. and Horner, P.T. 2009. The bait industry as a potential vector for alien crayfish introductions: problem recognition by fisheries agencies and a Missouri evaluation. Fisheries, 34: 586-597.; Baeza and Behringer, 2017Baeza, J.A. and Behringer, D.C. 2017. Integrative taxonomy of the ornamental ‘peppermint’ shrimp public market and population genetics of Lysmata boggessi, the most heavily traded species worldwide. PeerJ, 5: e3786.). It seems unlikely that there are enough skilled taxonomists to perform the work that would be needed for quality control in the pet trade (Lee, 2000Lee, M.S.Y. 2000. A worrying systematic decline. Trends in Ecology & Evolution, 15: 346.; Hopkins and Freckleton, 2002Hopkins, G.W. and Freckleton, R.P. 2002. Declines in the numbers of amateur and professional taxonomists: implications for conservation. Animal Conservation, 5: 245-249.). Species identification using photographs is difficult for experts and non-experts alike (Austen et al., 2016Austen, G.E.; Bindemann, M.; Griffiths, R.A. and Roberts, D.L. 2016. Species identification by experts and non-experts: comparing images from field guides. Scientific Reports, 6: 33634.). Genetic techniques like DNA barcoding could improve identification (Collins et al., 2012Collins, R.A.; Armstrong, K.F.; Meier, R.; Yi, Y.; Brown, S.D.J.; Cruickshank, R.H.; Keeling, S. and Johnston, C. 2012. Barcoding and border biosecurity: identifying cyprinid fishes in the aquarium trade. PLoS ONE, 7: e28381.), but species often enter the pet trade before being described scientifically (Daub, 2011Daub, E. 2011. Understanding L-Numbers in catfish identification. In That Fish Blog, vol. 2018. (thatpetplace.com). Available at: Available at: http://blogs.thatpetplace.com/thatfishblog/2011/06/07/understanding-l-numbers-in-catfish-identification/ . Accessed on: 27 April 2018.
http://blogs.thatpetplace.com/thatfishbl...
; Faulkes, 2015aFaulkes, Z. 2015a. The global trade in crayfish as pets. Crustacean Research, 44: 75-92.). Consequently, DNA barcodes may not be available for many species.

A challenge in this project was finding the relevant legislation. In a previous project, I identified Saskatchewan having legislation prohibiting crayfish (Faulkes, 2013Faulkes, Z. 2013. How much is that crayfish in the window? Online monitoring of Marmorkrebs, Procambarus fallax f. virginalis (Hagen, 1870) in the North American pet trade. Freshwater Crayfish, 19: 39-44.), and found no relevant legislation concerning crayfish in Alberta. In this paper, the legislative status of crayfish in those two provinces is reversed. Most crayfish (except F. rusticus; previously O. rusticus) are permitted in Saskatchewan (Government of Saskatchewan, 1994Government of Saskatchewan. 1994. The Fisheries Regulations. Available at: Available at: http://publications.gov.sk.ca/details.cfm?p=1116 . Accessed on 27 April 2018.
http://publications.gov.sk.ca/details.cf...
), but not in Alberta (Anonymous, 2018Anonymous, -. 2018. 2018 Alberta Guide to Sportfishing Regulations. Sports Scene Publications Inc.). Saskatchewan made legislative changes regarding crayfish in 2011 (Government of Saskatchewan, 2011Government of Saskatchewan. 2011. Revised regulations of Saskatchewan, Saskatchewan Regulations 59/2011 The Fisheries Act (Saskatchewan), 1994. The Saskatchewan Gazette, Part II 11: 955-956. Available at: Available at: http://www.publications.gov.sk.ca/details.cfm?p=32857 . Accessed on: 27 April 2018.
http://www.publications.gov.sk.ca/detail...
), during the data collection period for (Faulkes, 2013Faulkes, Z. 2013. How much is that crayfish in the window? Online monitoring of Marmorkrebs, Procambarus fallax f. virginalis (Hagen, 1870) in the North American pet trade. Freshwater Crayfish, 19: 39-44.). The Alberta legislation had been missed in prior searches of provincial government websites. If a motivated researcher with expertise in the field has difficulty finding correct and current information about legislation, pet owners, who may be somewhat less motivated and are not experts in environment policy, seem to have little chance to know whether they are breaking any laws by owning crayfish in their aquariums.

This project again shows the importance of initial website selection when monitoring online resources (Faulkes, 2017Faulkes, Z. 2017. Slipping past the barricades: the illegal trade of pet crayfish in Ireland. Biology and Environment: Proceedings of the Royal Irish Academy, 117: 15-23.). Websites that have nominally similar function - placing local advertisements - yield very different datasets. Here, Kijiji provided a large dataset, while Craigslist provided one so small as to be unusable. Websites further distinguish themselves into smaller marketing niches. Aquabid, used in a previous study (Faulkes, 2015bFaulkes, Z. 2015b. Marmorkrebs (Procambarus fallax f. virginalis) are the most popular crayfish in the North American pet trade. Knowledge and Management of Aquatic Ecosystems, 416: 20.), is a dedicated website for aquarium hobbyists, and probably attracts users with different interests and more expertise, than a generic classified advertising site like Kijiji. This may be reflected in differences between Kijiji and Aquabid. For example, this study found that marbled crayfish, P. virginalis or P. fallax forma virginalis, were listed in a smaller proportion of advertisements than previous research (25% on Kijiji compared to 48.5% on Aquabid) (Faulkes, 2015bFaulkes, Z. 2015b. Marmorkrebs (Procambarus fallax f. virginalis) are the most popular crayfish in the North American pet trade. Knowledge and Management of Aquatic Ecosystems, 416: 20.). I hypothesize that Kijiji users were more likely to buy their crayfish from retail stores, where “blue” crayfish like P. alleni are readily available, and that Aquabid users were more likely to buy their crayfish from other pet owners, which was the main pathway for the spread of marbled crayfish (Faulkes, 2010Faulkes, Z. 2010. The spread of the parthenogenetic marbled crayfish, Marmorkrebs (Procambarus sp.), in the North American pet trade. Aquatic Invasions, 5: 447-450.). Kijiji often provided more precise geographic information about the location of sellers, which Aquabid provided more data about the number of crayfish offered, what percentage were bought, and at what price.

Although it has been decades since the Lausanne Resolution called for banning most importation of crayfish (International Association of Astacology, 1988International Association of Astacology. 1988. Lausanne Resolution. Freshwater Crayfish, 7: XI.), it is apparent that most governments have not heeded the recommendation. Legislation varies substantially from jurisdiction to jurisdiction, even geographically adjacent ones (this study). Furthermore, the resolution could not have anticipated the rise of Internet commerce in the 1990s, with the resulting diffusion of trade between many individuals rather than a few identifiable companies. It may be time to revise the sort of policy recommendations embodied by the Lausanne Resolution away from simple prohibition to a multi-pronged approach. Possibilities include encouraging trade of crayfish posing the lowest risk of introductions to “outcompete” higher risk species in popularity; more enforcement; and much more education of owners of responsible ownership and disposal of unwanted or dead aquarium pets.

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Publication Dates

  • Publication in this collection
    01 Nov 2018
  • Date of issue
    2018

History

  • Received
    27 Apr 2018
  • Accepted
    05 June 2018
Sociedade Brasileira de Carcinologia Instituto de Biociências, UNESP, Campus Botucatu, Rua Professor Doutor Antônio Celso Wagner Zanin, 250 , Botucatu, SP, 18618-689 - Botucatu - SP - Brazil
E-mail: editor.nauplius@gmail.com