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The Crab Industry in Venezuela, Ecuador, and Mexico Implications for the Chesapeake Bay Blue Crab Industry. Marine Resource Advisory No. 56; VSG-95-01. Virginia, Institute of Marine Science, College of William and Mary. http:\/\/dx.doi.org\/doi:10.21220\/m2-dh0k-x313."},{"issue":"1","key":"10.1016\/j.aqrep.2025.102872_bib40","first-page":"65","article-title":"Extension of rotifer (Brachionus plicatilis) inclusions in the larval diets of mud crab, Scylla paramamosain (Estampodor, 1949): effects on survival, growth, metamorphosis and development time","volume":"12","author":"Ong","year":"2018","journal-title":"Mod. Appl. 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Entomol."},{"key":"10.1016\/j.apsoil.2019.103382_bib0390","doi-asserted-by":"crossref","first-page":"366","DOI":"10.1890\/03-3147","article-title":"Elevational gradients in diversity of small mammals","volume":"86","author":"McCain","year":"2005","journal-title":"Ecology"},{"key":"10.1016\/j.apsoil.2019.103382_bib0395","doi-asserted-by":"crossref","first-page":"346","DOI":"10.1111\/j.1466-8238.2008.00443.x","article-title":"Global analysis of bird elevational diversity","volume":"18","author":"McCain","year":"2009","journal-title":"Glob. Ecol. Biogeogr."},{"key":"10.1016\/j.apsoil.2019.103382_bib0400","doi-asserted-by":"crossref","first-page":"541","DOI":"10.1111\/j.1466-8238.2010.00528.x","article-title":"Global analysis of reptile elevational diversity","volume":"19","author":"McCain","year":"2010","journal-title":"Global Ecol. 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B"},{"key":"10.1016\/j.apsoil.2019.103382_bib0480","series-title":"The Food Web of a Tropical Rain Forest","author":"Reagan","year":"1996"},{"key":"10.1016\/j.apsoil.2019.103382_bib0485","series-title":"Ecosystem Services, Biodiversity and Environmental Change in a Tropical Mountain Ecosystem of South Ecuador","first-page":"81","article-title":"Diversity in soil fungi, protists, and microarthropods","author":"Rillig","year":"2013"},{"key":"10.1016\/j.apsoil.2019.103382_bib0490","doi-asserted-by":"crossref","first-page":"99","DOI":"10.1111\/j.1752-4598.2010.00104.x","article-title":"Rainforest Collembola (Hexapoda: collembola) and the insularity of epiphyte microhabitats","volume":"4","author":"Rodgers","year":"2011","journal-title":"Insect Conserv. 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Soil Biol."},{"key":"10.1016\/j.apsoil.2019.103382_bib0515","doi-asserted-by":"crossref","first-page":"1770","DOI":"10.1126\/science.287.5459.1770","article-title":"Global biodiversity scenarios for the year 2100","volume":"287","author":"Sala","year":"2000","journal-title":"Science"},{"key":"10.1016\/j.apsoil.2019.103382_bib0520","doi-asserted-by":"crossref","first-page":"209","DOI":"10.1016\/j.soilbio.2005.04.033","article-title":"Transitory dynamic effects in the soil invertebrate community in a temperate deciduous forest: effects of resource quality","volume":"38","author":"Salamon","year":"2006","journal-title":"Soil Biol. 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Pollut."},{"key":"10.1016\/j.apsoil.2019.103382_bib0570","doi-asserted-by":"crossref","first-page":"253","DOI":"10.3161\/00034541ANZ2017.67.2.006","article-title":"Agraphorura xuae sp. nov., the first record of Onychiuridae (Collembola) from Continental Ecuador, with a key to the known species of the genus","volume":"67","author":"Sun","year":"2017","journal-title":"Ann. Zool. (Warszawa)"},{"key":"10.1016\/j.apsoil.2019.103382_bib0575","doi-asserted-by":"crossref","first-page":"9027","DOI":"10.1002\/ece3.5449","article-title":"Conversion of rainforest to oil palm and rubber plantations alters energy channels in soil food webs","volume":"9","author":"Susanti","year":"2019","journal-title":"Ecol. 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