ECOLOGIA DE PEIXES EM RIACHOS URBANOS
DOI:
https://doi.org/10.4257/oeco.2021.2502.22Palavras-chave:
Anthropogenic, City, Human ecology, Impact, Urban stream syndrome, Urban biotaResumo
O advento da agricultura e da domesticação animal influenciou a organização social das populações humanas tornando-as sedentárias, com elevado crescimento populacional e concentradas em centros urbanos. O processo de urbanização altera paisagens e modifica o uso e ocupação do solo, dando origem a ambientes urbanos em que a ação do homem define a estrutura, o funcionamento e a dinâmica. Apesar da crescente expansão urbanização, nós ainda sabemos muito pouco sobre seus efeitos ecológicos. Neste artigo, apresentamos o estado do conhecimento acerca dos efeitos da urbanização nos riachos e sua ictiofauna sob a ótica da biodiversidade aquática, suas interações ecológicas, adaptações bióticas e sua conservação. Também discutimos aspectos teóricos, abordagens e metodologias utilizadas para o estudo dos peixes em riachos urbanos. Os tópicos apresentados neste artigo têm o objetivo de introduzir ao leitor aspectos fundamentais da ecologia de peixes urbanos, bem como apresentar as principais abordagens com o intuito de fomentar o desenvolvimento de estudos futuros.
FISH ECOLOGY IN URBAN STREAMS. The development of agriculture allowed humans to congregate in settlements which developed into the modern urban societies. This urbanization process caused profound habitat changes, giving rise to urban ecosystems where the structure, functioning and the dynamics of the ecosystem are determined by human activities. Despite the increasing rates of urbanization worldwide, the ecology of urban ecosystems is poorly known. In this chapter, we focus on urban stream ecosystems to expose the current advances in urban fish ecology. We explore topics concerning urban fish biodiversity, ecological interactions and adaptation to urban systems. We also explore different approaches and methodologies for the study of urban fish. Our goal is to introduce the theoretical background and analytical tools to study urban fishes with the intent of facilitating future research.Referências
Alberti, M. 2008. Advances in urban ecology: integrating humans and ecological processes in urban ecosystems. New York: Springer: p. 366.
Alberti, M. 2015. Eco-evolutionary dynamics in an urbanizing planet. Trends in Ecology & Evolution, 30(2), 114–126. DOI: 10.1016/j.tree.2014.11.007
Alberti, M., Correa, C., Marzluff, J. M., Hendry, A. P., Palkovacs, E. P., Gotanda, K. M., Hunt, V. M., Apgar, T. M., & Zhou, Y. 2017a. Global urban signatures of phenotypic change in animal and plant populations. Proceedings of the National Academy of Sciences, 114(34), 8951–8956. DOI: 10.1073/pnas.1606034114
Alberti, M., Marzluff, J., & Hunt, V. M. 2017b. Urban driven phenotypic changes: empirical observations and theoretical implications for eco-evolutionary feedback. Philosophical Transactions of the Royal Society B: Biological Sciences, 372(1712), 20160029. DOI: 10.1098/rstb.2016.0029
Allan, J. D. 2004. Landscapes and Riverscapes: The Influence of Land Use on Stream Ecosystems. Annual Review of Ecology, Evolution, and Systematics, 35(1), 257–284. DOI: 10.1146/annurev.ecolsys.35.120202.110122
Aronson, M. F. J., La Sorte, F. A., Nilon, C. H., Katti, M., Goddard, M. A., Lepczyk, C. A., Warren, P. S., Williams, N. S. G., Cilliers, S., Clarkson, B., Dobbs, C., Dolan, R., Hedblom, M., Klotz, S., Kooijmans, J. L., Kuhn, I., MacGregor-Fors, I., McDonnell, M., Mortberg, U., Pysek, P., Siebert, S., Sushinsky, J., Werner, P., & Winter, M. 2014. A global analysis of the impacts of urbanization on bird and plant diversity reveals key anthropogenic drivers. Proceedings of the Royal Society B: Biological Sciences, 281(1780), 20133330–20133330. DOI: 10.1098/rspb.2013.3330
Aronson, M. F., Lepczyk, C. A., Evans, K. L., Goddard, M. A., Lerman, S. B., MacIvor, J. S., Nilon, C. H., & Vargo, T. 2017. Biodiversity in the city: key challenges for urban green space management. Frontiers in Ecology and the Environment, 15(4), 189–196. DOI: 10.1002/fee.1480
Azevedo-Santos, V. M., Vitule, J. R. S., Pelicice, F. M., García-Berthou, E., & Simberloff, D. 2017. Nonnative Fish to Control Aedes Mosquitoes: A Controversial, Harmful Tool. BioScience, 67(1), 84–90. DOI: 10.1093/biosci/biw156
Bain, D. J., Copeland, E. M., Divers, M. T., Hecht, M., Hopkins, K. G., Hynicka, J., Koryak, M., Kostalos, M., Brown, L., Elliott, E. M., Fedor, J., Gregorich, M., Porter, B., Smith, B., Tracey, C., & Zak, M. 2014. Characterizing a major urban stream restoration project: Nine Mile Run (Pittsburgh, Pennsylvania, USA). JAWRA Journal of the American Water Resources Association, 50(6), 1608–1621. DOI: 10.1111/jawr.12225
Booth, D. B., Roy, A. H., Smith, B., & Capps, K. A. 2016. Global perspectives on the urban stream syndrome. Freshwater Science, 35(1), 412–420. DOI: 10.1086/684940
Capps, K. A., Bentsen, C. N., & Ramírez, A. 2016. Poverty, urbanization, and environmental degradation: urban streams in the developing world. Freshwater Science, 35(1), 429–435. DOI: 10.1086/684945
Carvalho, D. R. de, Flecker, A. S., Alves, C. B. M., Sparks, J. P., & Pompeu, P. S. 2019. Trophic responses to aquatic pollution of native and exotic livebearer fishes. Science of The Total Environment, 681, 503–515. DOI: 10.1016/j.scitotenv.2019.05.092
Clavel, J., Julliard, R., & Devictor, V. 2011. Worldwide decline of specialist species: toward a global functional homogenization? Frontiers in Ecology and the Environment, 9(4), 222–228. DOI: 10.1890/080216
Cockerill, K., & Anderson, W. P. 2014. Creating false images: stream restoration in an urban setting. JAWRA Journal of the American Water Resources Association, 50(2), 468–482. DOI: 10.1111/jawr.12131
Cunico, A. M., Allan, J. D., & Agostinho, A. A. 2011. Functional convergence of fish assemblages in urban streams of Brazil and the United States. Ecological Indicators, 11(5), 1354–1359. DOI: 10.1016/j.ecolind.2011.02.009
Cunico, A. M., Graça, W. J., Agostinho, A. A., Domingues, W. M., & Latini, J. D. 2009. Fish, Maringá Urban Streams, Pirapó river drainage, upper Paraná river basin, Paraná State, Brazil. Check List, 5(2), 273-280. DOI: 10.15560/5.2.273
Cunico, A. M., & Gubiani, É. A. 2016. Effects of land use on sediment composition in low-order tropical streams. Urban Ecosystems, 20(2), 415–423. DOI: 10.1007/s11252-016-0603-8
d’Amour, C. B., Reitsma, F., Baiocchi, G., Barthel, S., Güneralp, B., Erb, K.-H., Haberl, H., Creutzig, F., & Seto, K. C. 2017. Future urban land expansion and implications for global croplands. Proceedings of the National Academy of Sciences, 114(34), 8939–8944. DOI: 10.1073/pnas.1606036114
Dearborn, D. C., & Kark, S. 2010. Motivations for conserving urban biodiversity. Conservation Biology, 24(2), 432–440. DOI: 10.1111/j.1523-1739.2009.01328.x
Donihue, C. M., & Lambert, M. R. 2015. Adaptive evolution in urban ecosystems. AMBIO, 44(3), 194–203. DOI: 10.1007/s13280-014-0547-2
El-Sabaawi, R. 2018. Trophic structure in a rapidly urbanizing planet. Functional Ecology, 32(7), 1718–1728. DOI: 10.1111/1365-2435.13114
El-Sabaawi, R. W., Frauendorf, T. C., Marques, P. S., Mackenzie, R. A., Manna, L. R., Mazzoni, R., Phillip, D. A. T., Warbanski, M. L., & Zandonà, E. 2016. Biodiversity and ecosystem risks arising from using guppies to control mosquitoes. Biology Letters, 12(10), 20160590. DOI: 10.1098/rsbl.2016.0590
Faeth, S. H., Bang, C., & Saari, S. 2011. Urban biodiversity: patterns and mechanisms. Annals of the New York Academy of Sciences, 1223(1), 69–81. DOI: 10.1111/j.1749-6632.2010.05925.x
Fernandes, R., Gomes, L. C., & Agostinho, A. A. 2003. Pesque-pague: negócio ou fonte de dispersão de espécies exóticas? Version 1. Acta Scientiarum. Biological Sciences, 25(1), 115–120. DOI: 10.4025/actascibiolsci.v25i1.2089
Ferraz, J. D., Garcia, D. A. Z., Casimiro, A. C. R., Yabu, M. H. S., Geller, I. V., Magalhães, A. L. B., Vidotto-Magnoni, A. P., & Orsi, M. L. 2019. Descarte de peixes ornamentais em águas continentais brasileiras registrados no YoutubeTM: ausência de informação ou crime ambiental deliberado? Revista Brasileira de Zoociências, 20(2), 1–20. DOI: 10.34019/2596-3325.2019.v20.26202
Fischer, J. D., Schneider, S. C., Ahlers, A. A., & Miller, J. R. 2015. Categorizing wildlife responses to urbanization and conservation implications of terminology: Terminology and urban conservation. Conservation Biology, 29(4), 1246–1248. DOI: 10.1111/cobi.12451
Forman, R. T. T. 2016. Urban ecology principles: are urban ecology and natural area ecology really different? Landscape Ecology, 31(8), 1653–1662. DOI: 10.1007/s10980-016-0424-4
Francis, R. A., & Chadwick, M. A. 2012. What makes a species synurbic? Applied Geography, 32(2), 514–521. DOI: 10.1016/j.apgeog.2011.06.013
Francis, R. A., Chadwick, M. A., & Turbelin, A. J. 2019. An overview of non‐native species invasions in urban river corridors. River Research and Applications, 1–10. DOI: 10.1002/rra.3513
Grover, J. P. 1997. Resource competition.Springer Science & Business Media: p. 357.
Hauer, F. R., & Lamberti, G. 2011. Methods in Stream Ecology.Academic Press: p. 894.
Ives, C. D., Lentini, P. E., Threlfall, C. G., Ikin, K., Shanahan, D. F., Garrard, G. E., Bekessy, S. A., Fuller, R. A., Mumaw, L., Rayner, L., Rowe, R., Valentine, L. E., & Kendal, D. 2016. Cities are hotspots for threatened species: the importance of cities for threatened species. Global Ecology and Biogeography, 25(1), 117–126. DOI: 10.1111/geb.12404
Johnson, M. T. J., & Munshi-South, J. 2017. Evolution of life in urban environments. Science, 358(6363), eaam8327. DOI: 10.1126/science.aam8327
Johnson, R. C., Jin, H.-S., Carreiro, M. M., & Jack, J. D. 2013. Macroinvertebrate community structure, secondary production and trophic-level dynamics in urban streams affected by non-point-source pollution. Freshwater Biology, 58(5), 843–857. DOI: 10.1111/fwb.12090
Kern, E. M. A., & Langerhans, R. B. 2018. Urbanization drives contemporary evolution in stream fish. Global Change Biology, 24(8), 3791–3803. DOI: 10.1111/gcb.14115
Lawrence, C., Rutherford, N., Hamilton, R., & Meredith, D. 2016. Experimental evidence indicates that native freshwater fish outperform introduced Gambusia in mosquito suppression when water temperature is below 25°C. Hydrobiologia, 766(1), 357–364. DOI: 10.1007/s10750-015-2470-3
Lepczyk, C. A., Aronson, M. F. J., Evans, K. L., Goddard, M. A., Lerman, S. B., & MacIvor, J. S. 2017. Biodiversity in the city: fundamental questions for understanding the ecology of urban green spaces for biodiversity conservation. BioScience, 67(9), 799–807. DOI: 10.1093/biosci/bix079
Marchetti, M. P., Lockwood, J. L., & Light, T. 2006. Effects of urbanization on California’s fish diversity: Differentiation, homogenization and the influence of spatial scale. Biological Conservation, 127(3), 310–318. DOI: 10.1016/j.biocon.2005.04.025
Marques, P. S., Manna, L. R., Mazzoni, R., & El-Sabaawi, R. 2019. Intraspecific trait variation in urban stream ecosystems: toward understanding the mechanisms shaping urban stream communities. Freshwater Science, 000–000. DOI: 10.1086/701652
Mazzoni, R., Fenerich-Verani, N., & Caramaschi, E. P. 2000. Electrofishing as a sampling technique for coastal stream fish populations and communities in the Southeast of Brazil. Revista Brasileira de Biologia, 60(2), 205–216. DOI: 10.1590/S0034-71082000000200003
McDonnell, M. J. 2011. The history of urban ecology. In: J. Niemelä (Ed.), Urban ecology: patterns, processes, and applications.Oxford University Press.
McDonnell, M. J., & Hahs, A. K. 2013. The future of urban biodiversity research: moving beyond the ‘low-hanging fruit.’ Urban Ecosystems, 16(3), 397–409. DOI: 10.1007/s11252-013-0315-2
McDonnell, M. J., & Hahs, A. K. 2015. Adaptation and adaptedness of organisms to urban environments. Annual Review of Ecology, Evolution, and Systematics, 46(1), 261–280. DOI: 10.1146/annurev-ecolsys-112414-054258
McIntyre, N. E., Knowles-Yánez, K., & Hope, D. 2008. Urban ecology as an interdisciplinary field: differences in the use of “urban” between the social and natural sciences. In: J. M. Marzluff, E. Shulenberger, W. Endlicher, M. Alberti, G. Bradley, C. Ryan, U. Simon, & C. ZumBrunnen (Eds.), Urban Ecology. pp. 49–65. Boston, MA: Springer US.
McKinney, M. L. 2006. Urbanization as a major cause of biotic homogenization. Biological Conservation, 127(3), 247–260. DOI: 10.1016/j.biocon.2005.09.005
McKinney, M. L., & Lockwood, J. L. 1999. Biotic homogenization: a few winners replacing many losers in the next mass extinction. Trends in Ecology & Evolution, 14(11), 450–453. DOI: 10.1016/S0169-5347(99)01679-1
McPhearson, T., Pickett, S. T. A., Grimm, N. B., Niemelä, J., Alberti, M., Elmqvist, T., Weber, C., Haase, D., Breuste, J., & Qureshi, S. 2016. Advancing urban ecology toward a science of cities. BioScience, 66(3), 198–212. DOI: 10.1093/biosci/biw002
Moll, R. J., Cepek, J. D., Lorch, P. D., Dennis, P. M., Tans, E., Robison, T., Millspaugh, J. J., & Montgomery, R. A. 2019. What does urbanization actually mean? A framework for urban metrics in wildlife research. Journal of Applied Ecology, 56(5), 1289–1300. DOI: 10.1111/1365-2664.13358
Morales-Pérez, A., Nava-Aguilera, E., Legorreta-Soberanis, J., Cortés-Guzmán, A. J., Balanzar-Martínez, A., Harris, E., Coloma, J., Alvarado-Castro, V. M., Bonilla-Leon, M. V., Morales-Nava, L., Ledogar, R. J., Cockcroft, A., & Andersson, N. 2017. “Where we put little fish in the water there are no mosquitoes:” a cross-sectional study on biological control of the Aedes aegypti vector in 90 coastal-region communities of Guerrero, Mexico. BMC Public Health, 17(S1), 433. DOI: 10.1186/s12889-017-4302-z
Morse, C. C., Huryn, A. D., & Cronan, C. 2003. Impervious surface area as a predictor of the effects of urbanization on stream insect communities in Maine, U.S.A., 89, 95–127.
Murphy, M. O., Agha, M., Maigret, T. A., Price, S. J., & Dorcas, M. E. 2016. The effects of urbanization on body size of larval stream salamanders. Urban Ecosystems, 19(1), 275–286. DOI: 10.1007/s11252-015-0486-0
Nobile, A. B., Cunico, A. M., Vitule, J. R. S., Queiroz, J., Vidotto‐Magnoni, A. P., Garcia, D. A. Z., Orsi, M. L., Lima, F. P., Acosta, A. A., da Silva, R. J., do Prado, F. D., Porto‐Foresti, F., Brandão, H., Foresti, F., Oliveira, C., & Ramos, I. P. 2019. Status and recommendations for sustainable freshwater aquaculture in Brazil. Reviews in Aquaculture, raq.12393. DOI: 10.1111/raq.12393
Olden, J. D. 2006. Biotic homogenization: a new research agenda for conservation biogeography. Journal of Biogeography, 33(12), 2027–2039. DOI: 10.1111/j.1365-2699.2006.01572.x
Oro, D., Genovart, M., Tavecchia, G., Fowler, M. S., & Martínez‐Abraín, A. 2013. Ecological and evolutionary implications of food subsidies from humans. Ecology Letters, 16(12), 1501–1514. DOI: 10.1111/ele.12187
Padayachee, A. L., Irlich, U. M., Faulkner, K. T., Gaertner, M., Procheş, Ş., Wilson, J. R. U., & Rouget, M. 2017. How do invasive species travel to and through urban environments? Biological Invasions, 19(12), 3557–3570. DOI: 10.1007/s10530-017-1596-9
Parr, T. B., Smucker, N. J., Bentsen, C. N., & Neale, M. W. 2016. Potential roles of past, present, and future urbanization characteristics in producing varied stream responses. Freshwater Science, 35(1), 436–443. DOI: 10.1086/685030
Pereira, A. L., Ribeiro, V. R., Gubiani, E. A., Zacarkim, C. E. & Cunico, A. M. 2014. Ichthyofauna of urban streams in the western region of Paraná State, Brazil. Check List, 10(3), 550-555. DOI: 10.15560/10.3.550
Peressin, A., Goncalves, C. da S., & Cetra, M. 2018. Ichthyofauna diet changes in response to urbanization: the case of upper Paranapanema River basin (Brazil). Urban Ecosystems, 21(4), 795–803. DOI: 10.1007/s11252-018-0755-9
Petsch, D. K. 2016. Causes and consequences of biotic homogenization in freshwater ecosystems: biotic homogenization of freshwater systems. International Review of Hydrobiology, 101(3–4), 113–122. DOI: 10.1002/iroh.201601850
Pickett, S. T. A., Cadenasso, M. L., Childers, D. L., Mcdonnell, M. J., & Zhou, W. 2016. Evolution and future of urban ecological science: ecology in, of, and for the city. Ecosystem Health and Sustainability, 2(7), e01229. DOI: 10.1002/ehs2.1229
Pulford, E., Polidoro, B. A., & Nation, M. 2017. Understanding the relationships between water quality, recreational fishing practices, and human health in Phoenix, Arizona. Journal of Environmental Management, 199, 242–250. DOI: 10.1016/j.jenvman.2017.05.046
Ramírez, A., De Jesús-Crespo, R., Martinó-Cardona, D. M., Martínez-Rivera, N., & Burgos-Caraballo, S. 2009. Urban streams in Puerto Rico: what can we learn from the tropics? Journal of the North American Benthological Society, 28(4), 1070–1079. DOI: 10.1899/08-165.1
Ramírez, A., Rosas, K. G., Lugo, A. E., & Ramos-González, O. M. 2014. Spatio-temporal variation in stream water chemistry in a tropical urban watershed. Ecology and Society, 19(2).
Roff, D. A. 1992. The evolution of life histories: theory and analysis. New York: Chapman and Hal.
Seng, C. M., Setha, T., Nealon, J., Socheat, D., Chantha, N., & Nathan, M. B. 2008. Community-based use of the larvivorous fish Poecilia reticulata to control the dengue vector Aedes aegypti in domestic water storage containers in rural Cambodia. Journal of Vector Ecology, 33(1), 139–144. DOI: 10.3376/1081-1710(2008)33[139:CUOTLF]2.0.CO;2
Seto, K. C., Guneralp, B., & Hutyra, L. R. 2012. Global forecasts of urban expansion to 2030 and direct impacts on biodiversity and carbon pools. Proceedings of the National Academy of Sciences, 109(40), 16083–16088. DOI: 10.1073/pnas.1211658109
Shochat, E., Lerman, S. B., Anderies, J. M., Warren, P. S., Faeth, S. H., & Nilon, C. H. 2010. Invasion, competition, and biodiversity loss in urban ecosystems. BioScience, 60(3), 199–208. DOI: 10.1525/bio.2010.60.3.6
Smith, R. F., Hawley, R. J., Neale, M. W., Vietz, G. J., Diaz-Pascacio, E., Herrmann, J., Lovell, A. C., Prescott, C., Rios-Touma, B., Smith, B., & Utz, R. M. 2016. Urban stream renovation: incorporating societal objectives to achieve ecological improvements. Freshwater Science, 35(1), 364–379. DOI: 10.1086/685096
Snell‐Rood, E., Cothran, R., Espeset, A., Jeyasingh, P., Hobbie, S., & Morehouse, N. I. 2015. Life-history evolution in the anthropocene: effects of increasing nutrients on traits and trade-offs. Evolutionary Applications, 8(7), 635–649. DOI: 10.1111/eva.12272
Stearns, S. C. 1992. The evolution of life histories. 1 edition 1 edition ed. Oxford ; New York: Oxford University Press: p. 262.
Strecker, A. L., Campbell, P. M., & Olden, J. D. 2011. The aquarium trade as an invasion pathway in the Pacific Northwest. Fisheries, 36(2), 74–85. DOI: 10.1577/03632415.2011.10389070
Terra, B. F., Hughes, R. M., & Araújo, F. G. 2013. Sampling sufficiency for fish assemblage surveys of tropical atlantic forest streams, Southeastern Brazil. Fisheries, 38(4), 150–158. DOI: 10.1080/03632415.2013.775572
Tilman, D. 1982. Resource competition and community structure.Princeton University Press: p. 312.
Tuckett, Q. M., Ritch, J. L., Lawson, K. M., & Hill, J. E. 2017. Landscape-scale survey of non-native fishes near ornamental aquaculture facilities in Florida, USA. Biological Invasions, 19(1), 223–237. DOI: 10.1007/s10530-016-1275-2
Turrini, T., & Knop, E. 2015. A landscape ecology approach identifies important drivers of urban biodiversity. Global Change Biology, 21(4), 1652–1667. DOI: 10.1111/gcb.12825
United Nations, Department of Economic and Social Affairs, Population Division. 2019. World urbanization prospects: the 2018 revision (ST/ESA/SER.A/420).
Vehanen, T., Sutela, T., Jounela, P., Huusko, A., & Mäki-Petäys, A. 2013. Assessing electric fishing sampling effort to estimate stream fish assemblage attributes. Fisheries Management and Ecology, 20(1), 10–20. DOI: 10.1111/j.1365-2400.2012.00859.x
Vietz, G. J., Rutherfurd, I. D., Fletcher, T. D., & Walsh, C. J. 2016. Thinking outside the channel: challenges and opportunities for protection and restoration of stream morphology in urbanizing catchments. Landscape and Urban Planning, 145, 34–44. DOI: 10.1016/j.landurbplan.2015.09.004
Vitule, J. R. S., & Pozenato, L. P. 2012. Homogeneização biótica: Misturando organismos em um mundo pequeno e globalizado. Version 83. Estudos de Biologia, 34(83). DOI: 10.7213/estud.biol.7336
Walsh, C. J., Booth, D. B., Burns, M. J., Fletcher, T. D., Hale, R. L., Hoang, L. N., Livingston, G., Rippy, M. A., Roy, A. H., Scoggins, M., & Wallace, A. 2016. Principles for urban stormwater management to protect stream ecosystems. Freshwater Science, 35(1), 398–411. DOI: 10.1086/685284
Walsh, C. J., Fletcher, T. D., & Burns, M. J. 2012. Urban stormwater runoff: a new class of environmental flow problem. PLoS ONE, 7(9), e45814. DOI: 10.1371/journal.pone.0045814
Walsh, C. J., Roy, A. H., Feminella, J. W., Cottingham, P. D., Groffman, P. M., & Morgan, R. P. 2005. The urban stream syndrome: current knowledge and the search for a cure. Journal of the North American Benthological Society, 24(3), 706–723. DOI: 10.1899/04-028.1
Wang, L., Lyons, J., Kanehl, P., & Bannerman, R. 2001. Impacts of urbanization on stream habitat and fish across multiple spatial scales. Environmental Management, 28(2), 255–266. DOI: 10.1007/s0026702409
Wu, J. 2014. Urban ecology and sustainability: the state-of-the-science and future directions. Landscape and Urban Planning, 125, 209–221. DOI: 10.1016/j.landurbplan.2014.01.018
Zhou, W., Pickett, S. T. A., & Cadenasso, M. L. 2017. Shifting concepts of urban spatial heterogeneity and their implications for sustainability. Landscape Ecology, 32(1), 15–30. DOI: 10.1007/s10980-016-0432-4