{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,4]],"date-time":"2026-05-04T13:40:09Z","timestamp":1777902009065,"version":"3.51.4"},"reference-count":39,"publisher":"SAGE Publications","issue":"2","license":[{"start":{"date-parts":[[2001,2,1]],"date-time":"2001-02-01T00:00:00Z","timestamp":980985600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["SIMULATION"],"published-print":{"date-parts":[[2001,2]]},"abstract":"<jats:p>Since 1984 the green tropical alga Caulerpa taxifolia (Chlorophyta), of aquarium origin, has spread rapidly along the north-western Mediterranean sea coast. This alga was recently discovered on the Mediterranean south coast (Tunisia) and the west coast of the United States. This paper presents modeling efforts to simu late Caulerpa taxifolia expansion. Three different mod els were built; the first model is based on stochastic discrete event simulation coupled with a geographical information system. The second model uses a neural network, trained with simulation data and is consid ered as a metamodel. The third is a multimodel de signed to simulate a biocontrol. Indeed, to control Caulerpa overhang, it may be possible to use special ized predator of C. taxifolia such as Elysia subornata (Mollusca, Ascoglossa). Simulation was mandatory before any introduction to estimate the potential re duction of the colonization by C. taxifolia. Encourag ing results concerning the use of E. subornata are pre sented.<\/jats:p>","DOI":"10.1177\/003754970107600221","type":"journal-article","created":{"date-parts":[[2008,3,29]],"date-time":"2008-03-29T13:23:43Z","timestamp":1206797023000},"page":"126-134","source":"Crossref","is-referenced-by-count":3,"title":["Modeling the Ultimate Seaweed Expansion"],"prefix":"10.1177","volume":"76","author":[{"given":"D.","family":"Hill","sequence":"first","affiliation":[{"name":"ISIMA\/LIMOS, FRE CNRS 2239, Blaise Pascal University, Campus des C\u00e9zeaux, PO Box 125, F-63173, Aubi\u00e8re, France,"}]},{"given":"P.","family":"Coquillard","sequence":"additional","affiliation":[{"name":"Laboratoire d'Ecologie V\u00e9g\u00e9tale et Cellulaire, Universit\u00e9 d'Auvergne, UMR\/CNRS 6116, PO Box 38, F-63000 Clermont-Ferrand, Cedex 1, France"}]},{"given":"A.","family":"Aussem","sequence":"additional","affiliation":[{"name":"ISIMA\/LIMOS, FRE CNRS 2239, Blaise Pascal University, Campus des C\u00e9zeaux, PO Box 125, F-63173, Aubi\u00e8re, France,"}]},{"given":"J.","family":"de Vaugelas","sequence":"additional","affiliation":[{"name":"Laboratoire Environnement Marin Littoral, Universit\u00e9 de Nice-Sophia Antipolis, Parc Valrose 06108, Nice, France"}]},{"given":"T.","family":"Thibaut","sequence":"additional","affiliation":[{"name":"Laboratoire Environnement Marin Littoral, Universit\u00e9 de Nice-Sophia Antipolis, Parc Valrose 06108, Nice, France"}]},{"given":"A.","family":"Meinesz","sequence":"additional","affiliation":[{"name":"Laboratoire Environnement Marin Littoral, Universit\u00e9 de Nice-Sophia Antipolis, Parc Valrose 06108, Nice, France"}]}],"member":"179","published-online":{"date-parts":[[2001,2,1]]},"reference":[{"key":"atypb1","doi-asserted-by":"publisher","DOI":"10.1016\/S0304-3800(99)00104-0"},{"key":"atypb2","doi-asserted-by":"publisher","DOI":"10.1016\/S0925-2312(99)00145-9"},{"key":"atypb3","unstructured":"Avon, M., Dimeet, J., Henocque, Y., Sauzade, D. and Skierniewski, E. , 1996. Eradication de l'algue Caulerpa taxifolia. D\u00e9monstration des performances des techniques de destruction in situ. In: Ribera, M. A., Ballesteros E., Boudouresque C.F., Gomez, A. and Gravez, V. (Editors), Second International Workshop on Caulerpa taxifolia. Univ. Barcelona Publ., Sp., pp 135-137."},{"key":"atypb4","doi-asserted-by":"publisher","DOI":"10.3354\/meps154253"},{"key":"atypb5","volume-title":"Fourth International Workshop on Caulerpa taxifolia","author":"Belsher, T."},{"key":"atypb6","volume-title":"Combined Continuous System Simulation by Use of Digital Computers: Technique and Tools","author":"Cellier, F.E.","year":"1979"},{"key":"atypb7","unstructured":"Clark, K.B., Busacca, M., and Stirts, H. 1979. Nutritional aspects of development of the ascoglossan, Elysia cauze, Reproductive ecology of marine invertebrates, Stancyk, (ed.), University of South Carolina , Columbia, 11-24."},{"key":"atypb8","unstructured":"Coquillard, P. and Hill, D., 1997. Mod\u00e9lisation et Simulation d'Ecosyst\u00e8mes. Des mod\u00e8les analytiques \u00e0 la simulation \u00e0 \u00e9ven\u00e9ments discrets. Collection Ecologie, Masson, Paris, 273 pp."},{"key":"atypb9","doi-asserted-by":"publisher","DOI":"10.1016\/S0304-3800(00)00342-2"},{"key":"atypb10","volume-title":"Second International Workshop on Caulerpa taxifolia","author":"Cottalorda, J.M."},{"key":"atypb11","volume-title":"First International Workshop on Caulerpa taxifolia","author":"Escoubet, P."},{"key":"atypb12","doi-asserted-by":"publisher","DOI":"10.1007\/BF01439847"},{"key":"atypb13","unstructured":"Fishwick, P.A., 1995. Simulation Model Design and Execution: Building Digital Worlds. Prentice Hall, Englewood Cliffs, New Jersey, 448 pp."},{"key":"atypb14","doi-asserted-by":"publisher","DOI":"10.1007\/BF00024475"},{"key":"atypb15","volume-title":"Third International Workshop on Caulerpa taxifolia","author":"Gavach, C."},{"key":"atypb16","unstructured":"Hill, D., 1996, Object-Oriented Analysis and Simulation. Addison-Wesley Longman, 291 pp."},{"key":"atypb17","volume-title":"Proceedings of the SCSC '95","author":"Hill, D."},{"key":"atypb18","volume-title":"Proceedings of Artificial Intelligence and Simulation","author":"Hill, D."},{"key":"atypb19","doi-asserted-by":"publisher","DOI":"10.1177\/003754979706800502"},{"key":"atypb20","doi-asserted-by":"publisher","DOI":"10.1016\/S0304-3800(98)00058-1"},{"key":"atypb21","volume-title":"EUROSIM Congress, September 11-15","author":"Hill, D."},{"key":"atypb22","volume-title":"Proceedings of the European Simulation Symposium 96, Oct. 24-26","author":"Hill, D."},{"key":"atypb23","volume-title":"Study group on marine biocontrol of invasive species. La Tremblade 1997","author":"ICES (International Council for the Exploration of the Sea)","year":"1997"},{"key":"atypb24","volume-title":"Second International Workshop on Caulerpa taxifolia","author":"Jaffrenou, B."},{"key":"atypb25","doi-asserted-by":"publisher","DOI":"10.3354\/meps172275"},{"key":"atypb26","doi-asserted-by":"publisher","DOI":"10.2307\/2265695"},{"key":"atypb27","first-page":"7","volume":"27","author":"Langar, H.","year":"2000","journal-title":"Bull. Inst. Sci. Tech. Mer"},{"issue":"4","key":"atypb28","first-page":"415","volume":"14","author":"Meinesz, A.","year":"1991","journal-title":"Oceanol. Acta"},{"key":"atypb29","doi-asserted-by":"publisher","DOI":"10.1515\/botm.1995.38.1-6.499"},{"key":"atypb30","unstructured":"Meinesz, A. and Boudouresque, C.F. , 1996. Sur l'origine de Caulerpa taxifolia en M\u00e9diterran\u00e9e. Comptes Rendus de l'Acad\u00e9mie des Sciences, Paris, Life Sciences, 319, pp 603-613."},{"key":"atypb31","unstructured":"Meinesz, A., Cottalorda, J.M. and Chiav\u00e9rini, D. 1998. Suivi de l'invasion de l'algue tropicale Caulerpa taxifolia devant les c\u00f4tes fran\u00e7aises de la M\u00e9diterran\u00e9e: Situation au 31 d\u00e9cembre 1997 . Laboratoire Environnement Marin Littoral (Editors), Universit\u00e9 de Nice-Sophia Antipolis: 165-168."},{"key":"atypb32","volume-title":"Second International Workshop on Caulerpa taxifolia","author":"Meinesz, A."},{"key":"atypb33","volume-title":"Second International Workshop on Caulerpa taxifolia","author":"Poizat, C."},{"key":"atypb34","volume-title":"First International Workshop on Caulerpa taxifolia","author":"Riera, F."},{"key":"atypb35","volume-title":"Third International Workshop on Caulerpa taxifolia","author":"Thibaut, T."},{"key":"atypb36","first-page":"477","volume":"323","author":"Thibaut, T.","year":"2000","journal-title":"C. 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