ZHANG Chongliang, CHEN Yong, THOMPSON Katherine, REN Yiping. Implementing a multispecies size-spectrum model in a data-poor ecosystem[J]. Acta Oceanologica Sinica, 2016, 35(4): 63-73. doi: 10.1007/s13131-016-0822-0
Citation: ZHANG Chongliang, CHEN Yong, THOMPSON Katherine, REN Yiping. Implementing a multispecies size-spectrum model in a data-poor ecosystem[J]. Acta Oceanologica Sinica, 2016, 35(4): 63-73. doi: 10.1007/s13131-016-0822-0

Implementing a multispecies size-spectrum model in a data-poor ecosystem

doi: 10.1007/s13131-016-0822-0
  • Received Date: 2015-05-19
  • Rev Recd Date: 2015-08-28
  • Multispecies ecological models have been used for predicting the effects of fishing activity and evaluating the performance of management strategies. Size-spectrum models are one type of physiologically-structured ecological model that provide a feasible approach to describing fish communities in terms of individual dietary variation and ontogenetic niche shift. Despite the potential of ecological models in improving our understanding of ecosystems, their application is usually limited for data-poor fisheries. As a first step in implementing ecosystem-based fisheries management(EBFM), this study built a size-spectrum model for the fish community in the Haizhou Bay, China. We describe data collection procedures and model parameterization to facilitate the implementation of such size-spectrum models for future studies of data-poor ecosystems. The effects of fishing on the ecosystem were exemplified with a range of fishing effort and were monitored with a set of ecological indicators. Total community biomass, biodiversity index, W-statistic, LFI(Large fish index), MeanW(mean body weight) and Slope(slope of community size spectra) showed a strong non-linear pattern in response to fishing pressure, and largest fishing effort did not generate the most drastic responses in certain scenarios. We emphasize the value and feasibility of developing size-spectrum models to capture ecological dynamics and suggest limitations as well as potential for model improvement. This study aims to promote a wide use of this type of model in support of EBFM.
  • loading
  • Andersen K H, Beyer J E. 2006. Asymptotic size determines species abundance in the marine size spectrum. The American natural-ist, 168(1):54-61
    Andersen K H, Beyer J E. 2015. Size structure, not metabolic scaling rules, determines fisheries reference points. Fish and Fisheries, 16(1):1-12
    Andersen K H, Brander K, Ravn-Jonsen L. 2015. Trade-offs between objectives for ecosystem management of fisheries. Ecological Applications, 25(5):1390-1396
    Andersen K H, Pedersen M. 2010. Damped trophic cascades driven by fishing in model marine ecosystems. Proceedings of the Roy-al Society B:Biological Sciences, 277(1682):795-802
    Andersen K P, Ursin E. 1977. A multispecies extension to the Bever-ton and Holt theory of fishing:with accounts of phosphorous circulation and primary production. Medd Dan Fisk Havun-ders, 7:319-345
    Beno.t E, Rochet M J. 2004. A continuous model of biomass size spec-tra governed by predation and the effects of fishing on them. Journal of Theoretical Biology, 226(1):9-21
    Beverton R J H. 1992. Patterns of reproductive strategy parameters in some marine teleost fishes. Journal of Fish Biology, 41:137-160
    Beverton R J H, Holt S J. 1957. On the Dynamics of Exploited Fish Populations. Fisheries Investigation Series Ⅱ, XIX. London:Ministry of Agriculture, Fisheries and Food, UK, 533
    Blanchard J L, Andersen K H, Scott F, et al. 2014. Evaluating targets and trade-offs among fisheries and conservation objectives us-ing a multispecies size spectrum model. Journal of Applied Ecology, 51(3):612-622
    Bolker B M. 2008. Ecological Models and Data in R. Princeton:Prin-ceton University Press, 408
    Boudreau P R, Dickie L M. 1992. Biomass spectra of aquatic ecosys-tems in relation to fisheries yield. Canadian Journal of Fisher-ies and Aquatic Sciences, 49(8):1528-1538
    Box G E P, Draper N R. 1987. Empirical Model-Building and Re-sponse Surfaces. New York:John Wiley & Sons, 669
    Browman H I, Stergiou K I. 2004. Perspectives on ecosystem-based approaches to the management of marine resources. Marine Ecology Progress Series, 274:269-303
    Brown J H, Gillooly J F, Allen A P, et al. 2004. Toward a metabolic the-ory of ecology. Ecology, 85(7):1771-1789
    Byrd R H, Lu P H, Nocedal J, et al. 1995. A limited memory algorithm for bound constrained optimization. SIAM Journal on Scientif-ic Computing, 16(5):1190-1208
    Christensen V, Walters C J. 2004. Ecopath with Ecosim:Methods, capabilities and limitations. Ecological Modelling, 172(2-4):109-139
    Clarke K R, Warwick R M. 1994. Change in Marine Communities:An Approach to Statistical Analysis and Interpretation. Plymouth, UK:Plymouth Marine Laboratory, 172
    Collie S, Botsford L W, Hastings A, et al. 2016. Ecosystem models for fisheries management:finding the sweet spot. Fish and Fisher-ies, 17(1):101-125
    Costello C, Ovando D, Hilborn R, et al. 2012. Status and solutions for the world's unassessed fisheries. Science, 338(6106):517-520
    de Roos A M, Persson L. 2001. Physiologically structured models-from versatile technique to ecological theory. Oikos, 94(1):51-71
    Denney N H, Jennings S, Reynolds J D. 2002. Life-history correlates of maximum population growth rates in marine fishes. Proceed-ings of the Royal Society of London. Series B:Biological Sci-ences, 269(1506):2229-2237
    Dickey-Collas M, Payne M R, Trenkel V M, et al. 2014. Hazard warn-ing:model misuse ahead. ICES Journal of Marine Science, 71(8):2300-2306
    Dickie L M, Keer S R, Boudreau P R. 1987. Size-dependent processes underlying regularities in ecosystem structure. Ecological Monographs, 57(3):233-250
    FAO. 2008. Fisheries management. 2. The ecosystem approach to fisheries. 2. 1 Best practices in ecosystem modelling for inform-ing an ecosystem approach to fisheries. FAO Fisheries Technic-al Guidelines for Responsible Fisheries. No. 4, Suppl. 2, Add. 1. Rome:FAO, 78
    Fogarty M J. 2014. The art of ecosystem-based fishery management. Canadian Journal of Fisheries and Aquatic Sciences, 71(3):479-490
    Fraser H M, Greenstreet S P R, Piet G J. 2007. Taking account of catch-ability in groundfish survey trawls:implications for estimating demersal fish biomass. ICES Journal of Marine Science, 64(9):1800-1819
    Fulton E A, Link J S, Kaplan I C, et al. 2011. Lessons in modelling and management of marine ecosystems:the Atlantis experience. Fish and Fisheries, 12(2):171-188
    Fulton E A, Smith A D M, Punt A E. 2005. Which ecological indicators can robustly detect effects of fishing?. ICES Journal of Marine Science, 62(3):540-551
    Garcia S M, Cochrane K L. 2005. Ecosystem approach to fisheries:a review of implementation guidelines. ICES Journal of Marine Science, 62(3):311-318
    Garrison L P, Link J S, Kilduff D P, et al. 2010. An expansion of the MSVPA approach for quantifying predator-prey interactions in exploited fish communities. ICES Journal of Marine Science, 67(5):856-870
    Greenstreet S P R, Rogers S I, Rice J C, et al. 2011. Development of the EcoQO for the North Sea fish community. ICES Journal of Mar-ine Science, 68(1):1-11
    Hall S J, Collie J S, Duplisea D E, et al. 2006. A length-based multispe-cies model for evaluating community responses to fishing. Ca-nadian Journal of Fisheries and Aquatic Sciences, 63(6):1344-1359
    Hartvig M, Andersen K H. 2013. Coexistence of structured popula-tions with size-based prey selection. Theoretical Population Biology, 89:24-33
    Hartvig M, Andersen K H, Beyer J E. 2011. Food web framework for size-structured populations. Journal of Theoretical Biology, 272(1):113-122
    Hobday A J, Smith A D M, Stobutzki I C, et al. 2011. Ecological risk as-sessment for the effects of fishing. Fisheries Research, 108(2-3):372-384
    Hollowed A B, Bax N, Beamish R, et al. 2000. Are multispecies mod-els an improvement on single-species models for measuring fishing impacts on marine ecosystems?. ICES Journal of Mar-ine Science, 57(3):707-719
    Houle J E, Andersen K H, Farnsworth K D, et al. 2013. Emerging asymmetric interactions between forage and predator fisheries impose management trade-offs. Journal of Fish Biology, 83(4):890-904
    Houle J E, Farnsworth K D, Rossberg A G, et al. 2012. Assessing the sensitivity and specificity of fish community indicators to man-agement action. Canadian Journal of Fisheries and Aquatic Sci-ences, 69(6):1065-1079
    Hunsicker M E, Ciannelli L, Bailey K M, et al. 2011. Functional re-sponses and scaling in predator-prey interactions of marine fishes:contemporary issues and emerging concepts. Ecology Letters, 14(12):1288-1299
    Jacobsen N S, Gislason H, Andersen K H. 2014. The consequences of balanced harvesting of fish communities. Proceedings of the Royal Society B:Biological Sciences, 281(1775):20132701
    Jennings S, Greenstreet S R, Hill L, et al. 2002. Long-term trends in the trophic structure of the North Sea fish community:evidence from stable-isotope analysis, size-spectra and community met-rics. Marine Biology, 141(6):1085-1097
    Jennings S, Kaiser M, Reynolds J D. 2001. Marine Fisheries Ecology. Oxford:Wiley-Blackwell, 432
    Kruse G H, Browman H I, Cochrane K L, et al. 2012. Global Progress in Ecosystem-Based Fisheries Management. Alaska Sea Grant:University of Alaska Fairbanks, 386
    Law R, Plank M J, James A, et al. 2009. Size-spectra dynamics from stochastic predation and growth of individuals. Ecology, 90(3):802-811
    Levin P S, Mollmann C. 2014. Marine ecosystem regime shifts:chal-lenges and opportunities for ecosystem-based management. Philosophical Transactions of the Royal Society B:Biological Sciences, 370(1659):20130275
    Levin S A. 2000. Fragile Dominion:Complexity and the Commons搮?捒潥浡浤畩湮楧琬礠?獡楳穳敡?獨灵敳捥瑴牴畳洺?敥捲潳汥潵杳椠捂慯汯?浳漬搠攲氵氰椼湢杲 ̄楌湩?剩??浳楴穯敮爠????愠湁湹畤慩汮?晋漬爠??楬穤整爠??ㄠ???扡牬?匠栲愰渰渵漮渠??????????????浲愠瑥档敯浳慹瑳椭捴慥汭?瑩桭数潡牣祴?漠晡?捳潥浳浳畭湥楮捴愠瑵楳潩湮??呡桮攠??敤汩汣?却祯獲琠敡浰?呲敯捡档湨椮挠慉汃??漠畊牯湵慲汮??㈠?????????????扥牮?卥栬攠氶搲漨渳?刺‵圹??倵爹愷欼慢獲栾????匠畋琠捈氮椠昱昹攸??爠?坲??????????呮桤攠?獳楥稠敯?搠楤獥瑴牲楩扴畵瑳椠潩湮?潶晡?灩慯牵瑳椠捦汲敥獳?楷湡?瑴桥敲?漠捥敳慴湵???楮浥測漠污潮杤礠?慯湡摳?佡捬攠慭湡潲杩牮慥瀠桥祣?????????㈠????は?扯牧?匠桡敮汤搠潏湣?剡?坯??卡異瑨捹氬椠昳昳攨??牡?坴′????爰椭渹欳眰愼瑢敲爾???????????椠猱根?瀴爮漠摕畮捤瑥楲潳湴?楮湤?浮畧氠瑥楣獯灬敯捧楩散獡?映楣獯桭敭牵楮敩獴???慵湣慣摥楳慳湩?卮瀺散捡極慳污?倠畭扯汤楥捬慳琠楡潮湤猠?楨湥??楩獥桳攬爠?椠敲獥?慩湥摷??煖略慧瑥楴捡?卩捯椬攠渱挱攰猨?????特?????扢牲?卍楣汋汥敮牤潲?乣??休?????圹栲愵琮?摁潰数獬?散捡潴汩潯杮楳挠慯汦?浭潡摴敨汥汭楡湴杩?浳漠摴敯氠????灣牡潬瀠潰獲敯摢?捬汥慭獳献椠晐楲捯慣瑥楥潤湩?潧晳?敯捦漠汴潨来椠捅慤汩?湢極捲桧敨?浍潡摴敨汥獭?扴慩獣敡摬?潓湯?瑩桥整楹爬?甴渴携改爸?氱礳椰渼杢?派敍瑩桬潬摳猠???挬漠汗潥杳楴捬慵汮??潌搬攠汤汥椠湇杲???㈠?????ㄠ?????????戠牕?卤楥汲瘭敲牥瑰?坲??偤氠慡瑮瑤?呵?????????湥敤爺杳祭?晬汬甭硳?楡湬?琠桦敩?灨敥汲慩来楳挠?敮挠潴獨祥猠瑤敥浶?慬?瑰楩浮敧?摷敯灲敬湤搮攠湉瑮?敐煯畭慥瑲楯潹渠???椬洠湁潮汤潲来祷?慎測搠?佤捳攮愠湓潭条牬慬瀭桓祣?????????????ㄠ??扮牡?卥椭獭獥敮湴眺楆湲敡???偯????????坁桰祰?摯潡?晨楥獳栠?灯潲瀠畴汨慥琠楄潥湶獥?癯慰物祮????湲??愮礠?剋????敉搬???砱瀵氼潢楲琾慍瑯楯潲湥?潊映??愠牂楥湲敬??漠浅洠界測椠瑃楯敬獥???愠桄氠敃洬?坥潴爠歡獬栮漠瀲‰到攴瀮漠牄瑥???整牵汳椬渠??敯楰摨敩汣戠敤特札?卡灭物楣湳朠敡牮????????扥牲?卩浴楹琮栠???????甠汌瑥潴湴???????愷礩?刵?圴??日???? ̄啍獵楲湡杷?慫湩??琠汁愮渠琲椰猰‰洮漠摄敥汦?潮晩?瑩桯敮?猠潯畦琠桯敶牥湲??敳湨杩畮敧氠慦?瑯潭?敡确瀠汥潣牯敳?瑳桴敥?爠数獥灲潳湰獥散?潩晶?攮挠潉獃祅獓琠敊浯?楲湮摡楬挠?慦琠潍牡獲?普潥爠?晣楩獥桮散牥椬攠猵?洨愳温愺朶攴洹攭渶琵???湲瘾楍牵潲湡海敳湫瑩愠汓??漮搠攲氰氰椷渮朠???匠潭晹瑴睨慳爠散?????????ㄠ?扣牯?卹瑳潴捥歭眠敡汰汰???剣????側敯琠敭牡獲潩湮???呥???ひっ????普晡敧捥瑭獥?潴昮?獍慡浲灩汮敥?獐楯穬敩?潹測?愳挱挨甶爩?愶挸礱?漶昹‰猼灢敲挾楐敡獴?摩楣獫琠牗椠打甬琠楌潩湮?洠潊搠敓氮猠?‰?挵漮氠潍杹楴捨慳氠??潡摴攠汣汯楮湴杩??????ㄠ???????扰牲?卧癲慥湳扳?捩歮?剥??关畹敳癴敥摭漭????佤氠獦獩潳湨????敳琠?慡汮???ね?????湆摩楳癨楥摲畩慥汳猬?椴渰?昴漩漺搱‵眵攭戱猶?琼桢敲 ̄牐敡汵慬瑹椠潄測猠桃楨灲獩?扴敥瑮睳敥敮渠?琬爠潗灡桬楴捥?灳漠獃椮琠椲漰渰??漠浅湣楯癰潡牴票?愠湅摣?慳浩潭測朠?楮湤搠楅癣楯搭畳慰污?摥椠敡瑳?癴慯牯楬慳琠楦潯湲??佶敡捬潵污潴杩楮慧?????????????????戠牯?吠慦湩杳??敲湩来桳甮愠??卅桓攠湊?塵楲湮煡楬愠湯杦??坡慲湩杮?夠畓湣汩潥湮杣??㈠??ㄨ???礶渹愷洭椷挰猶?潢晲 ̄晐楥獲桳敳牯楮攠獌?爠敂獹潳畴牲挮敭猠?測攠慗牡??慳楴穲栮潭甠??愠礲‰眰愰琮攠牃獡???楢獡桬敩牳業攠獡?卤挠楣敯湭捰敥??椭湴??桮椠湩敮猠故????ど????????????扵牬?啴物獯楮渠??????????佦渠?瑮栠敯?灴牯敧祥?獥楴穩散?灯牭敮晩敶牯敲湥挮攠?潣景?捯潧摹?愠游搱?搴愩戺?‰?攸搭?搰攷氱攼汢獲放牐?晲牳慳??愠湌洬愠牶歡獮??楥獥歵敷牥楮?潁本??慥瘠畒湯摯敳爠獁漠杍攮氠猲攰爱??????????扬牯?癩潣湡??潦敯牵獮瑤攭牡????ㄠ?????卣潯浳敹?牴敥浭愭牢歡獳?潤渠?捡桮慡湧来業湥杮?瀠潯灦甠汦慩瑳楨潥湲獩???湭?卣瑨潡桮氭浩慳湴????敩摮??呧桥敳??楥湴敷瑥楥据猠?潨晥??敮汤汩當汩慤牵?偬爭漬氠楰景数牵慬瑡楴潩湯??丬攠睡?奤漠牣歯??牭畵湮敩???卬瑥牶慥瑬琠潤湹??????????扅牓?坊慯湵杲?坡敬渠桯慦椠??塲楩慮??潓湣杩硥楮湣来???愱漨?堩椺渲朲挶核攭渲??攰琼?慲氾?????????慈礮猠?椹游″?栠楔湨慥?呅档敯??慧祩?潡晬?卉潭異瑬桩散牡湴?卯桮慳渠摯潦渠杂?偤敹渠楓湩獺略氮愠?慡湭搭??楩慤湧来猺畃?偭牢潲癩楤湧捥攠??楩湶??桳楩湴敹猠敐????攬椠樳椲渹朼??栾楐湩慭?传捓攠慌測?偒物散獥猠??????戹爸?圮攠牔湨敥爠???????楳氠汯楦愠浭????????????吠桭敵?潴湩琭潬杩敦湥攭瑳楴捡?湥椠捭桯敤?慬湳搠?獦瀠敡捱極敡獴?楣渠?景楯獤栠?灥潢灳甮氠慔瑨楥潯湲?獴灩慣瑡楬愠汐?獰瑵牬畡捴瑩畯牮攠?楩湯?晬楯獧桹攬爠椳攲猨″洩愺渳愰朳攭洳攲渵琼???慐?瑡敧爦愣挲琲椵漻湮獹?椠湅?獅椮稠攲?猰琷爮甠捍瑯畤牥敬摳?灦潯灲甠污慮琠楥潣湯獳???湥湭甠慡汰?割敯癡楣敨眠?潯映?湩慳摨楥慲湩??漮甠牆湁慏氠?潩晳??楲獩桥敳爠楔敥獣?慮湩摣??焠畐慡瑰楥捲?华捯椮攠渴挷攷献??????????挠漱氰漸朼祢?愾湐摯?卥礠獊琠敇洬愠瑒楩捣獥??ㄠ??ㄠ???????㈠??㈠?ぬ??有?日??戠牍?坤桥楬灬灩汮敧?卡?????楬湯歩???匠???慩牮牥椠獦潩湳???偯??敵瑮?慴汹???ぴと??‵?潰摡敲污獭?潴晥?灳爺敲摥慳瑵楬潴湳?婦桲慯湭朠??桳潩湭杰汬楥愠湳杩???桢敡湳?奤漠湭杯??剬攮渠?奃楅灓椠湊杯???ち?????獍獡敲獩獮楥渠杓?畩湥据散牥?愠渶搳?昶椩猺栱椰渲朹?洱漰爴琴愼汢楲琾祑?椠湇?慡煮畧慲瑵楩挮?攲挰漱猳礮猠瑃敡浴獣???楯獭桰?慳湩摴??楮猠桡敮牤椠敥獦??瑣慴楳渠瑯祮?潦晩?慨?浲略汳瑯極獲灣敥捳椠敯獦?獴楨穥攠?獥灴攭据瑥牴甠浡?浯潮摧攠汴?牥攠獣畯污瑳楴湡杬?晷牡潴浥?ㄠ????????は?瀠牂潡捹敛獤獩?慳湥摲?潡戭獴敩牯癮慝琮椠潑湩?敧牤牡潯爺獏?????单??潶略牲湩慳汹?潯晦??慨物楮湡攠?卩据椠?奨楩湮来?奥椩瀬椠渵朷???栾敒湩?奥漠湊本???楳湬??潯湮朠獈栮愠渱??收琮?慐污???ひ????剦椠獣歨獡?潧晥?楩杮渠潴牨楥渠杳?敺湥挠敳?????????㈠??????? and diversity of the North Sea fish assemblage, as re-flected in surveys and models. ICES Journal of Marine Science, 53(6):1214-1225
    Rochet M J, Trenkel V M. 2003. Which community indicators can measure the impact of fishing? A review and proposals. Cana-dian Journal of Fisheries and Aquatic Sciences, 60(1):86-99
    Rossberg A G. 2012. A complete analytic theory for structure and dy-namics of populations and communities spanning wide ranges in body size. Advances in Ecological Research, 46:427-521
    Scheffer M, Carpenter S R. 2003. Catastrophic regime shifts in ecosys-tems:linking theory to observation. Trends in Ecology & Evolu-tion, 18(12):648-656
    Schindler D E, Hilborn R. 2015. Prediction, precaution, and policy under global change. Science, 347(6225):953-954
    Schmolke A, Thorbek P, DeAngelis D L, et al. 2010. Ecological mod-els supporting environmental decision making:a strategy for the future. Trends in Ecology & Evolution, 25(8):479-486
    Scott F, Blanchard J L, Andersen K H. 2014a. mizer:an R package for multispecies, trait-based and community size spectrum ecolo-gical modelling. Methods in Ecology and Evolution, 5(10):1121-1125
    Scott F, Blanchard J L, Andersen K H. 2014b. Multispecies, trait-based an
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Article Metrics

    Article views (1113) PDF downloads(887) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return