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Erschienen in: Population Ecology 1/2014

01.01.2014 | Special Feature: Review

Decision science for effective management of populations subject to stochasticity and imperfect knowledge

verfasst von: Hiroyuki Yokomizo, Shaun R. Coutts, Hugh P. Possingham

Erschienen in: Population Ecology | Ausgabe 1/2014

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Abstract

Many species are threatened by human activity through processes such as habitat modification, water management, hunting, and introduction of invasive species. These anthropogenic threats must be mitigated as efficiently as possible because both time and money available for mitigation are limited. For example, it is essential to address the type and degree of uncertainties present to derive effective management strategies for managed populations. Decision science provides the tools required to produce effective management strategies that can maximize or minimize the desired objective(s) based on imperfect knowledge, taking into account stochasticity. Of particular importance are questions such as how much of available budgets should be invested in reducing uncertainty and which uncertainties should be reduced. In such instances, decision science can help select efficient environmental management actions that may be subject to stochasticity and imperfect knowledge. Here, we review the use of decision science in environmental management to demonstrate the utility of the decision science framework. Our points are illustrated using examples from the literature. We conclude that collaboration between theoreticians and practitioners is crucial to maximize the benefits of decision science’s rational approach to dealing with uncertainty.

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Literatur
Zurück zum Zitat Ball IR, Possingham HP, Watts M (2009) Marxan and relatives: software for spatial conservation prioritisation. In: Moilanen A, Wilson KA, Possingham HP (eds) Spatial conservation prioritisation: quantitative methods and computational tools. Oxford University Press, Oxford, pp 185–195 Ball IR, Possingham HP, Watts M (2009) Marxan and relatives: software for spatial conservation prioritisation. In: Moilanen A, Wilson KA, Possingham HP (eds) Spatial conservation prioritisation: quantitative methods and computational tools. Oxford University Press, Oxford, pp 185–195
Zurück zum Zitat Baxter PWJ, Possingham HP (2011) Optimizing search strategies for invasive pests: learn before you leap. J Appl Ecol 48:86–95CrossRef Baxter PWJ, Possingham HP (2011) Optimizing search strategies for invasive pests: learn before you leap. J Appl Ecol 48:86–95CrossRef
Zurück zum Zitat Bellman RE (1957) Dynamic programming. Princeton University Press, Princeton Bellman RE (1957) Dynamic programming. Princeton University Press, Princeton
Zurück zum Zitat Ben-Haim Y (2006) Info-gap decision theory: decisions under severe uncertainty, 2nd edn. Academic Press, London Ben-Haim Y (2006) Info-gap decision theory: decisions under severe uncertainty, 2nd edn. Academic Press, London
Zurück zum Zitat Ben-Haim Y (2012) Doing our best: optimization and the management of risk. Risk Anal 32:1326–1332PubMedCrossRef Ben-Haim Y (2012) Doing our best: optimization and the management of risk. Risk Anal 32:1326–1332PubMedCrossRef
Zurück zum Zitat Bogich TL, Liebhold AM, Shea K (2008) To sample or eradicate? A cost minimization model for monitoring and managing an invasive species. J Appl Ecol 45:1134–1142CrossRef Bogich TL, Liebhold AM, Shea K (2008) To sample or eradicate? A cost minimization model for monitoring and managing an invasive species. J Appl Ecol 45:1134–1142CrossRef
Zurück zum Zitat Bunnefeld N, Hoshino E, Milner-Gulland EJ (2011) Management strategy evaluation: a powerful tool for conservation? Trends Ecol Evol 26:441–447PubMedCrossRef Bunnefeld N, Hoshino E, Milner-Gulland EJ (2011) Management strategy evaluation: a powerful tool for conservation? Trends Ecol Evol 26:441–447PubMedCrossRef
Zurück zum Zitat Burgman MA (2005) Risks and decisions for conservation and environmental management. Cambridge University Press, CambridgeCrossRef Burgman MA (2005) Risks and decisions for conservation and environmental management. Cambridge University Press, CambridgeCrossRef
Zurück zum Zitat Butchart SHM, Walpole M, Collen B, van Strien A, Scharlemann JPW, Almond REA, Baillie JEM, Bomhard B, Brown C, Bruno J, Carpenter KE, Carr GM, Chanson J, Chenery AM, Csirke J, Davidson NC, Dentener F, Foster M, Galli A, Galloway JN, Genovesi P, Gregory RD, Hockings M, Kapos V, Lamarque JF, Leverington F, Loh J, McGeoch MA, McRae L, Minasyan A, Morcillo MH, Oldfield TEE, Pauly D, Quader S, Revenga C, Sauer JR, Skolnik B, Spear D, Stanwell-Smith D, Stuart SN, Symes A, Tierney M, Tyrrell TD, Vie JC, Watson R (2010) Global biodiversity: indicators of recent declines. Science 328:1164–1168PubMedCrossRef Butchart SHM, Walpole M, Collen B, van Strien A, Scharlemann JPW, Almond REA, Baillie JEM, Bomhard B, Brown C, Bruno J, Carpenter KE, Carr GM, Chanson J, Chenery AM, Csirke J, Davidson NC, Dentener F, Foster M, Galli A, Galloway JN, Genovesi P, Gregory RD, Hockings M, Kapos V, Lamarque JF, Leverington F, Loh J, McGeoch MA, McRae L, Minasyan A, Morcillo MH, Oldfield TEE, Pauly D, Quader S, Revenga C, Sauer JR, Skolnik B, Spear D, Stanwell-Smith D, Stuart SN, Symes A, Tierney M, Tyrrell TD, Vie JC, Watson R (2010) Global biodiversity: indicators of recent declines. Science 328:1164–1168PubMedCrossRef
Zurück zum Zitat Carrasco LR, Baker R, MacLeod A, Knight JD, Mumford JD (2010) Optimal and robust control of invasive alien species spreading in homogeneous landscapes. J R Soc Interface 7:529–540PubMedCentralPubMedCrossRef Carrasco LR, Baker R, MacLeod A, Knight JD, Mumford JD (2010) Optimal and robust control of invasive alien species spreading in homogeneous landscapes. J R Soc Interface 7:529–540PubMedCentralPubMedCrossRef
Zurück zum Zitat Chades I, McDonald-Madden E, McCarthy MA, Wintle B, Linkie M, Possingham HP (2008) When to stop managing or surveying cryptic threatened species. Proc Natl Acad Sci USA 105:13936–13940PubMedCentralPubMedCrossRef Chades I, McDonald-Madden E, McCarthy MA, Wintle B, Linkie M, Possingham HP (2008) When to stop managing or surveying cryptic threatened species. Proc Natl Acad Sci USA 105:13936–13940PubMedCentralPubMedCrossRef
Zurück zum Zitat Chee YE, Wintle BA (2010) Linking modelling, monitoring and management: an integrated approach to controlling overabundant wildlife. J Appl Ecol 47:1169–1178CrossRef Chee YE, Wintle BA (2010) Linking modelling, monitoring and management: an integrated approach to controlling overabundant wildlife. J Appl Ecol 47:1169–1178CrossRef
Zurück zum Zitat Clark CW (1985) Bioeconomic modelling and fisheries management. Wiley, New York Clark CW (1985) Bioeconomic modelling and fisheries management. Wiley, New York
Zurück zum Zitat Coutts SR, Yokomizo H, Buckley YM (2013) The behavior of multiple independent managers and ecological traits interact to determine prevalence of weeds. Ecol Appl 23:523–536PubMedCrossRef Coutts SR, Yokomizo H, Buckley YM (2013) The behavior of multiple independent managers and ecological traits interact to determine prevalence of weeds. Ecol Appl 23:523–536PubMedCrossRef
Zurück zum Zitat D’Evelyn ST, Tarui N, Burnett K (2008) Learning-by-catching: uncertain invasive-species populations and the value of information. J Environ Manag 89:284–292CrossRef D’Evelyn ST, Tarui N, Burnett K (2008) Learning-by-catching: uncertain invasive-species populations and the value of information. J Environ Manag 89:284–292CrossRef
Zurück zum Zitat Dorn MW (2002) Advice on West Coast rockfish harvest rates from Bayesian meta-analysis of stock-recruit relationships. N Am J Fish Manag 22:280–300CrossRef Dorn MW (2002) Advice on West Coast rockfish harvest rates from Bayesian meta-analysis of stock-recruit relationships. N Am J Fish Manag 22:280–300CrossRef
Zurück zum Zitat Drechsler M (2004) Model-based conservation decision aiding in the presence of goal conflicts and uncertainty. Biodivers Conserv 13:141–164CrossRef Drechsler M (2004) Model-based conservation decision aiding in the presence of goal conflicts and uncertainty. Biodivers Conserv 13:141–164CrossRef
Zurück zum Zitat Duca C, Yokomizo H, Marini MA, Possingham HP (2009) Cost-efficient conservation for White-banded tanagers (Neothraupis fasciata) in the Cerrado, central Brazil. Biol Conserv 142:563–574CrossRef Duca C, Yokomizo H, Marini MA, Possingham HP (2009) Cost-efficient conservation for White-banded tanagers (Neothraupis fasciata) in the Cerrado, central Brazil. Biol Conserv 142:563–574CrossRef
Zurück zum Zitat Field SA, Tyre AJ, Jonzen N (2004) Minimizing the cost of environmental management decisions by optimizing statistical thresholds. Ecol Lett 7:669–675CrossRef Field SA, Tyre AJ, Jonzen N (2004) Minimizing the cost of environmental management decisions by optimizing statistical thresholds. Ecol Lett 7:669–675CrossRef
Zurück zum Zitat Firn J (2009) African lovegrass in Australia: a valuable pasture species or embarrassing invader? Trop Grass 43:86–97 Firn J (2009) African lovegrass in Australia: a valuable pasture species or embarrassing invader? Trop Grass 43:86–97
Zurück zum Zitat Firn J, Rout T, Possingham H, Buckley YM (2008) Managing beyond the invader: manipulating disturbance of natives simplifies control efforts. J Appl Ecol 45:1143–1151 Firn J, Rout T, Possingham H, Buckley YM (2008) Managing beyond the invader: manipulating disturbance of natives simplifies control efforts. J Appl Ecol 45:1143–1151
Zurück zum Zitat Gerber LR, Beger M, McCarthy MA, Possingham HP (2005) A theory for optimal monitoring of marine reserves. Ecol Lett 8:829–837CrossRef Gerber LR, Beger M, McCarthy MA, Possingham HP (2005) A theory for optimal monitoring of marine reserves. Ecol Lett 8:829–837CrossRef
Zurück zum Zitat Gerber LR, Wielgus J, Sala E (2007) A decision framework for the adaptive management of an exploited species with implications for marine reserves. Conserv Biol 21:1594–1602PubMedCrossRef Gerber LR, Wielgus J, Sala E (2007) A decision framework for the adaptive management of an exploited species with implications for marine reserves. Conserv Biol 21:1594–1602PubMedCrossRef
Zurück zum Zitat Giljohann KM, Hauser CE, Williams NSG, Moore JL (2011) Optimizing invasive species control across space: willow invasion management in the Australian Alps. J Appl Ecol 48:1286–1294CrossRef Giljohann KM, Hauser CE, Williams NSG, Moore JL (2011) Optimizing invasive species control across space: willow invasion management in the Australian Alps. J Appl Ecol 48:1286–1294CrossRef
Zurück zum Zitat Grantham HS, Wilson KA, Moilanen A, Rebelo T, Possingham HP (2009) Delaying conservation actions for improved knowledge: how long should we wait? Ecol Lett 12:293–301PubMedCrossRef Grantham HS, Wilson KA, Moilanen A, Rebelo T, Possingham HP (2009) Delaying conservation actions for improved knowledge: how long should we wait? Ecol Lett 12:293–301PubMedCrossRef
Zurück zum Zitat Hake M, Mansson J, Wiberg A (2010) A working model for preventing crop damage caused by increasing goose populations in Sweden. Ornis Svecica 20:225–233 Hake M, Mansson J, Wiberg A (2010) A working model for preventing crop damage caused by increasing goose populations in Sweden. Ornis Svecica 20:225–233
Zurück zum Zitat Hall JW, Lempert RJ, Keller KR, Hackbarth A, Mijere C, McInerney S (2012) Climate policies under uncertainty: a comparison of robust decision making and info-gap methods. Risk Anal 32:1657–1672PubMedCrossRef Hall JW, Lempert RJ, Keller KR, Hackbarth A, Mijere C, McInerney S (2012) Climate policies under uncertainty: a comparison of robust decision making and info-gap methods. Risk Anal 32:1657–1672PubMedCrossRef
Zurück zum Zitat Halpern BS, Regan HM, Possingham HP, McCarthy MA (2006) Accounting for uncertainty in marine reserve design. Ecol Lett 9:2–11PubMedCrossRef Halpern BS, Regan HM, Possingham HP, McCarthy MA (2006) Accounting for uncertainty in marine reserve design. Ecol Lett 9:2–11PubMedCrossRef
Zurück zum Zitat Halpern BS, Klein CJ, Brown CJ, Beger M, Grantham HS, Mangubhai S, Ruckelshaus M, Tulloch VJ, Watts M, White C, Possingham HP (2013) Achieving the triple bottom line in the face of inherent trade-offs among social equity, economic return, and conservation. Proc Natl Acad Sci USA 110:6229–6234PubMedCentralPubMedCrossRef Halpern BS, Klein CJ, Brown CJ, Beger M, Grantham HS, Mangubhai S, Ruckelshaus M, Tulloch VJ, Watts M, White C, Possingham HP (2013) Achieving the triple bottom line in the face of inherent trade-offs among social equity, economic return, and conservation. Proc Natl Acad Sci USA 110:6229–6234PubMedCentralPubMedCrossRef
Zurück zum Zitat Hauser CE, Possingham HP (2008) Experimental or precautionary? Adaptive management over a range of time horizons. J Appl Ecol 45:72–81CrossRef Hauser CE, Possingham HP (2008) Experimental or precautionary? Adaptive management over a range of time horizons. J Appl Ecol 45:72–81CrossRef
Zurück zum Zitat Hauser CE, Pople AR, Possingham HP (2006) Should managed populations be monitored every year? Ecol Appl 16:807–819PubMedCrossRef Hauser CE, Pople AR, Possingham HP (2006) Should managed populations be monitored every year? Ecol Appl 16:807–819PubMedCrossRef
Zurück zum Zitat Iwasa Y, Uchida T, Yokomizo H (2007) Nonlinear behavior of the socio-economic dynamics for lake eutrophication control. Ecol Econ 63:219–229CrossRef Iwasa Y, Uchida T, Yokomizo H (2007) Nonlinear behavior of the socio-economic dynamics for lake eutrophication control. Ecol Econ 63:219–229CrossRef
Zurück zum Zitat Iwasa Y, Suzuki-Ohno Y, Yokomizo H (2010) Paradox of nutrient removal in coupled socio-economic and ecological dynamics for lake water pollution. Theor Ecol 3:113–122CrossRef Iwasa Y, Suzuki-Ohno Y, Yokomizo H (2010) Paradox of nutrient removal in coupled socio-economic and ecological dynamics for lake water pollution. Theor Ecol 3:113–122CrossRef
Zurück zum Zitat Joseph LN, Maloney RF, Possingham HP (2009) Optimal allocation of resources among threatened Species: a project prioritization protocol. Conserv Biol 23:328–338PubMedCrossRef Joseph LN, Maloney RF, Possingham HP (2009) Optimal allocation of resources among threatened Species: a project prioritization protocol. Conserv Biol 23:328–338PubMedCrossRef
Zurück zum Zitat Kangas AS, Horne P, Leskinen P (2010) Measuring the value of information in multicriteria decisionmaking. Forest Sci 56:558–566 Kangas AS, Horne P, Leskinen P (2010) Measuring the value of information in multicriteria decisionmaking. Forest Sci 56:558–566
Zurück zum Zitat Lee JH, Iwasa Y (2014) Modeling socio-economic aspects of ecosystem management and biodiversity conservation. Popul Ecol 56:27–40 Lee JH, Iwasa Y (2014) Modeling socio-economic aspects of ecosystem management and biodiversity conservation. Popul Ecol 56:27–40
Zurück zum Zitat Lee DJ, Adams DC, Kim CS (2009) Managing invasive plants on public conservation forestlands: application of a bio-economic model. Forest Policy Econ 11:237–243CrossRef Lee DJ, Adams DC, Kim CS (2009) Managing invasive plants on public conservation forestlands: application of a bio-economic model. Forest Policy Econ 11:237–243CrossRef
Zurück zum Zitat Lohr CA, Cox LJ, Lepczyk CA (2013) Costs and benefits of trap-neuter-release and euthanasia for removal of urban cats in Oahu, Hawaii. Conserv Biol 27:64–73PubMedCrossRef Lohr CA, Cox LJ, Lepczyk CA (2013) Costs and benefits of trap-neuter-release and euthanasia for removal of urban cats in Oahu, Hawaii. Conserv Biol 27:64–73PubMedCrossRef
Zurück zum Zitat Ludwig D, Brock WA, Carpenter SR (2005) Uncertainty in discount models and environmental accounting. Ecol Soc 10:13 Ludwig D, Brock WA, Carpenter SR (2005) Uncertainty in discount models and environmental accounting. Ecol Soc 10:13
Zurück zum Zitat Macfadyen S, Cunningham SA, Costamagna AC, Schellhorn NA (2012) Managing ecosystem services and biodiversity conservation in agricultural landscapes: are the solutions the same? J Appl Ecol 49:690–694CrossRef Macfadyen S, Cunningham SA, Costamagna AC, Schellhorn NA (2012) Managing ecosystem services and biodiversity conservation in agricultural landscapes: are the solutions the same? J Appl Ecol 49:690–694CrossRef
Zurück zum Zitat Mangel M, Clark CW (1988) Dynamic modeling in behavioural ecology. Princeton University Press, Princeton Mangel M, Clark CW (1988) Dynamic modeling in behavioural ecology. Princeton University Press, Princeton
Zurück zum Zitat Mansson J, Hauser CE, Andren H, Possingham HP (2011) Survey method choice for wildlife management: the case of moose Alces alces in Sweden. Wildl Biol 17:176–190CrossRef Mansson J, Hauser CE, Andren H, Possingham HP (2011) Survey method choice for wildlife management: the case of moose Alces alces in Sweden. Wildl Biol 17:176–190CrossRef
Zurück zum Zitat Martin TG, Nally S, Burbidge AA, Arnall S, Garnett ST, Hayward MW, Lumsden LF, Menkhorst P, McDonald-Madden E, Possingham HP (2012) Acting fast helps avoid extinction. Conserv Lett 5:274–280CrossRef Martin TG, Nally S, Burbidge AA, Arnall S, Garnett ST, Hayward MW, Lumsden LF, Menkhorst P, McDonald-Madden E, Possingham HP (2012) Acting fast helps avoid extinction. Conserv Lett 5:274–280CrossRef
Zurück zum Zitat Matsuda H, Kaji K, Uno H, Hirakawa H, Saitoh T (1999) A management policy for Sika deer based on sex-specific hunting. Res Popul Ecol 41:139–149CrossRef Matsuda H, Kaji K, Uno H, Hirakawa H, Saitoh T (1999) A management policy for Sika deer based on sex-specific hunting. Res Popul Ecol 41:139–149CrossRef
Zurück zum Zitat Matsuda H, Uno H, Tamada K, Kaji K, Saitoh T, Hirakawa H, Kurumada T, Fujimoto T (2002) Harvest-based estimation of population size for Sika deer on Hokkaido Island, Japan. Wildl Soc Bull 30:1160–1171 Matsuda H, Uno H, Tamada K, Kaji K, Saitoh T, Hirakawa H, Kurumada T, Fujimoto T (2002) Harvest-based estimation of population size for Sika deer on Hokkaido Island, Japan. Wildl Soc Bull 30:1160–1171
Zurück zum Zitat McCarthy MA (1996) Extinction dynamics of the helmeted honeyeater: effects of demography, stochasticity, inbreeding and spatial structure. Ecol Model 85:151–163CrossRef McCarthy MA (1996) Extinction dynamics of the helmeted honeyeater: effects of demography, stochasticity, inbreeding and spatial structure. Ecol Model 85:151–163CrossRef
Zurück zum Zitat McCarthy MA, Possingham HP (2007) Active adaptive management for conservation. Conserv Biol 21:956–963PubMedCrossRef McCarthy MA, Possingham HP (2007) Active adaptive management for conservation. Conserv Biol 21:956–963PubMedCrossRef
Zurück zum Zitat McCarthy MA, Andelman SJ, Possingham HP (2003) Reliability of relative predictions in population viability analysis. Conserv Biol 17:982–989CrossRef McCarthy MA, Andelman SJ, Possingham HP (2003) Reliability of relative predictions in population viability analysis. Conserv Biol 17:982–989CrossRef
Zurück zum Zitat McDonald-Madden E, Bode M, Game ET, Grantham H, Possingham HP (2008a) The need for speed: informed land acquisitions for conservation in a dynamic property market. Ecol Lett 11:1169–1177PubMed McDonald-Madden E, Bode M, Game ET, Grantham H, Possingham HP (2008a) The need for speed: informed land acquisitions for conservation in a dynamic property market. Ecol Lett 11:1169–1177PubMed
Zurück zum Zitat McDonald-Madden E, Baxter PWJ, Possingham HP (2008b) Subpopulation triage: how to allocate conservation effort among populations. Conserv Biol 22:656–665PubMedCrossRef McDonald-Madden E, Baxter PWJ, Possingham HP (2008b) Subpopulation triage: how to allocate conservation effort among populations. Conserv Biol 22:656–665PubMedCrossRef
Zurück zum Zitat McDonald-Madden E, Baxter PWJ, Possingham HP (2008c) Making robust decisions for conservation with restricted money and knowledge. J Appl Ecol 45:1630–1638CrossRef McDonald-Madden E, Baxter PWJ, Possingham HP (2008c) Making robust decisions for conservation with restricted money and knowledge. J Appl Ecol 45:1630–1638CrossRef
Zurück zum Zitat McDonald-Madden E, Probert WJM, Hauser CE, Runge MC, Possingham HP, Jones ME, Moore JL, Rout TM, Vesk PA (2010a) Active adaptive conservation of threatened species in the face of uncertainty. Ecol Appl 20:1376–1489 McDonald-Madden E, Probert WJM, Hauser CE, Runge MC, Possingham HP, Jones ME, Moore JL, Rout TM, Vesk PA (2010a) Active adaptive conservation of threatened species in the face of uncertainty. Ecol Appl 20:1376–1489
Zurück zum Zitat McDonald-Madden E, Baxter PWJ, Fuller RA, Martin TG, Game ET, Montambault J, Possingham HP (2010b) Monitoring does not always count. Trends Ecol Evol 20:547–550CrossRef McDonald-Madden E, Baxter PWJ, Fuller RA, Martin TG, Game ET, Montambault J, Possingham HP (2010b) Monitoring does not always count. Trends Ecol Evol 20:547–550CrossRef
Zurück zum Zitat McDonald-Madden E, Chades I, McCarthy MA, Linkie M, Possingham HP (2011) Allocating conservation resources between areas where persistence of a species is uncertain. Ecol Appl 21:844–858PubMedCrossRef McDonald-Madden E, Chades I, McCarthy MA, Linkie M, Possingham HP (2011) Allocating conservation resources between areas where persistence of a species is uncertain. Ecol Appl 21:844–858PubMedCrossRef
Zurück zum Zitat Meir E, Andelman S, Possingham HP (2004) Does conservation planning matter in a dynamic and uncertain world? Ecol Lett 7:615–622CrossRef Meir E, Andelman S, Possingham HP (2004) Does conservation planning matter in a dynamic and uncertain world? Ecol Lett 7:615–622CrossRef
Zurück zum Zitat Moilanen A, Runge MC, Elith J, Tyre A, Carmel Y, Fegraus E, Wintle BA, Burgman M, Ben-Haim Y (2006) Planning for robust reserve networks using uncertainty analysis. Ecol Model 199:115–124CrossRef Moilanen A, Runge MC, Elith J, Tyre A, Carmel Y, Fegraus E, Wintle BA, Burgman M, Ben-Haim Y (2006) Planning for robust reserve networks using uncertainty analysis. Ecol Model 199:115–124CrossRef
Zurück zum Zitat Moilanen A, Kujala H, Leathwick JR (2009) The zonation framework and software for conservation prioritization. In: Moilanen A, Wilson KA, Possingham HP (eds) Spatial conservation prioritisation: quantitative methods and computational tools. Oxford University Press, Oxford, pp 196–210 Moilanen A, Kujala H, Leathwick JR (2009) The zonation framework and software for conservation prioritization. In: Moilanen A, Wilson KA, Possingham HP (eds) Spatial conservation prioritisation: quantitative methods and computational tools. Oxford University Press, Oxford, pp 196–210
Zurück zum Zitat Moore JL, Runge MC (2012) Combining structured decision making and value-of-information analyses to identify robust management strategies. Conserv Biol 26:810–820PubMedCrossRef Moore JL, Runge MC (2012) Combining structured decision making and value-of-information analyses to identify robust management strategies. Conserv Biol 26:810–820PubMedCrossRef
Zurück zum Zitat Moore JL, Runge MC, Webber BL, Wilson JRU (2011) Contain or eradicate? Optimizing the management goal for Australian acacia invasions in the face of uncertainty. Divers Distrib 17:1047–1059CrossRef Moore JL, Runge MC, Webber BL, Wilson JRU (2011) Contain or eradicate? Optimizing the management goal for Australian acacia invasions in the face of uncertainty. Divers Distrib 17:1047–1059CrossRef
Zurück zum Zitat Murdoch W, Polasky S, Wilson KA, Possingham HP, Kareiva P, Shaw R (2007) Maximizing return on investment in conservation. Biol Conserv 139:375–388CrossRef Murdoch W, Polasky S, Wilson KA, Possingham HP, Kareiva P, Shaw R (2007) Maximizing return on investment in conservation. Biol Conserv 139:375–388CrossRef
Zurück zum Zitat Nicholson E, Possingham HP (2006) Objectives for multiple-species conservation planning. Conserv Biol 20:871–881PubMedCrossRef Nicholson E, Possingham HP (2006) Objectives for multiple-species conservation planning. Conserv Biol 20:871–881PubMedCrossRef
Zurück zum Zitat Nicholson E, Possingham HP (2007) Making conservation decisions under uncertainty for the persistence of multiple species. Ecol Appl 17:251–265PubMedCrossRef Nicholson E, Possingham HP (2007) Making conservation decisions under uncertainty for the persistence of multiple species. Ecol Appl 17:251–265PubMedCrossRef
Zurück zum Zitat Nicol S, Chades I (2012) Which states matter? An application of an intelligent discretization method to solve a continuous POMDP in conservation biology. PLoS ONE 7:e28993PubMedCentralPubMedCrossRef Nicol S, Chades I (2012) Which states matter? An application of an intelligent discretization method to solve a continuous POMDP in conservation biology. PLoS ONE 7:e28993PubMedCentralPubMedCrossRef
Zurück zum Zitat Nuno A, Nils Bunnefeld, Milner-Gulland EJ (2013) Matching observations and reality: using simulation models to improve monitoring under uncertainty in the Serengeti. J Appl Ecol 50:488–498PubMedCentralPubMedCrossRef Nuno A, Nils Bunnefeld, Milner-Gulland EJ (2013) Matching observations and reality: using simulation models to improve monitoring under uncertainty in the Serengeti. J Appl Ecol 50:488–498PubMedCentralPubMedCrossRef
Zurück zum Zitat Possingham HP, Andelman SJ, Noon BR, Trombulak S, Pulliam HR (2001) Making smart conservation decisions. In: Soule ME, Orians GH (eds) Conservation biology: research priorities. Island Press, Washington, DC, pp 225–244 Possingham HP, Andelman SJ, Noon BR, Trombulak S, Pulliam HR (2001) Making smart conservation decisions. In: Soule ME, Orians GH (eds) Conservation biology: research priorities. Island Press, Washington, DC, pp 225–244
Zurück zum Zitat Post van der Burg M, Tyre AJ (2011) Integrating info-gap decision theory with robust population management: a case study using the Mountain Plover. Ecol Appl 21:303–312CrossRef Post van der Burg M, Tyre AJ (2011) Integrating info-gap decision theory with robust population management: a case study using the Mountain Plover. Ecol Appl 21:303–312CrossRef
Zurück zum Zitat Probert WJM, Hauser CE, McDonald-Madden E, Runge MC, Baxter PWJ, Possingham HP (2011) Managing and learning with multiple models: objectives and optimization algorithms. Biol Conserv 144:1237–1245CrossRef Probert WJM, Hauser CE, McDonald-Madden E, Runge MC, Baxter PWJ, Possingham HP (2011) Managing and learning with multiple models: objectives and optimization algorithms. Biol Conserv 144:1237–1245CrossRef
Zurück zum Zitat Regan HM, Ben-Haim Y, Langford B, Wilson WG, Lundberg P, Andelman SJ, Burgman MA (2005) Robust decision-making under severe uncertainty for conservation management. Ecol Appl 15:1471–1477CrossRef Regan HM, Ben-Haim Y, Langford B, Wilson WG, Lundberg P, Andelman SJ, Burgman MA (2005) Robust decision-making under severe uncertainty for conservation management. Ecol Appl 15:1471–1477CrossRef
Zurück zum Zitat Regan TJ, McCarthy MA, Baxter PWJ, Panetta FD, Possingham HP (2006) Optimal eradication: when to stop looking for an invasive plant. Ecol Lett 9:759–766PubMedCrossRef Regan TJ, McCarthy MA, Baxter PWJ, Panetta FD, Possingham HP (2006) Optimal eradication: when to stop looking for an invasive plant. Ecol Lett 9:759–766PubMedCrossRef
Zurück zum Zitat Rout TM, Hauser CE, Possingham HP (2007) Minimise long-term loss or maximise short-term gain? Optimal translocation strategies for threatened species. Ecol Model 201:67–74CrossRef Rout TM, Hauser CE, Possingham HP (2007) Minimise long-term loss or maximise short-term gain? Optimal translocation strategies for threatened species. Ecol Model 201:67–74CrossRef
Zurück zum Zitat Rout TM, Hauser CE, Possingham HP (2009) Optimal adaptive management for the translocation of a threatened species. Ecol Appl 19:515–526PubMedCrossRef Rout TM, Hauser CE, Possingham HP (2009) Optimal adaptive management for the translocation of a threatened species. Ecol Appl 19:515–526PubMedCrossRef
Zurück zum Zitat Runge MC, Converse SJ, Lyons JE (2011) Which uncertainty? Using expert elicitation and expected value of information to design an adaptive program. Biol Conserv 144:1214–1223CrossRef Runge MC, Converse SJ, Lyons JE (2011) Which uncertainty? Using expert elicitation and expected value of information to design an adaptive program. Biol Conserv 144:1214–1223CrossRef
Zurück zum Zitat Saphores JDM, Shogren JF (2005) Managing exotic pests under uncertainty: optimal control actions and bioeconomic investigations. Ecol Econ 52:327–339CrossRef Saphores JDM, Shogren JF (2005) Managing exotic pests under uncertainty: optimal control actions and bioeconomic investigations. Ecol Econ 52:327–339CrossRef
Zurück zum Zitat Schlüter M, Mcallister RRJ, Arlinghaus R, Bunnefeld N, Eisenack K, Hölker F, Milner-Gulland EJ, Müller B, Nicholson E, Quaas M, Stöven M (2012) New horizons for managing the environment: a review of coupled social-ecological systems modeling. Nat Res Mod 25:219–272CrossRef Schlüter M, Mcallister RRJ, Arlinghaus R, Bunnefeld N, Eisenack K, Hölker F, Milner-Gulland EJ, Müller B, Nicholson E, Quaas M, Stöven M (2012) New horizons for managing the environment: a review of coupled social-ecological systems modeling. Nat Res Mod 25:219–272CrossRef
Zurück zum Zitat Shea K, Amarasekare P, Kareiva P, Mangel M, Moore J, Murdoch WW, Noonburg E, Parma AM, Pascual MA, Possingham HP, Wilcox C, Yu D (1998) Management of populations in conservation, harvesting and control. Trends Ecol Evol 13:371–375PubMedCrossRef Shea K, Amarasekare P, Kareiva P, Mangel M, Moore J, Murdoch WW, Noonburg E, Parma AM, Pascual MA, Possingham HP, Wilcox C, Yu D (1998) Management of populations in conservation, harvesting and control. Trends Ecol Evol 13:371–375PubMedCrossRef
Zurück zum Zitat Suzuki Y, Iwasa Y (2009a) The coupled dynamics of human socioeconomic choice and lake water system: the interaction of two sources of nonlinearity. Ecol Res 24:479–489CrossRef Suzuki Y, Iwasa Y (2009a) The coupled dynamics of human socioeconomic choice and lake water system: the interaction of two sources of nonlinearity. Ecol Res 24:479–489CrossRef
Zurück zum Zitat Suzuki Y, Iwasa Y (2009b) Conflict between groups of players in coupled socio-economic and ecological dynamics. Ecol Econ 68:1106–1115CrossRef Suzuki Y, Iwasa Y (2009b) Conflict between groups of players in coupled socio-economic and ecological dynamics. Ecol Econ 68:1106–1115CrossRef
Zurück zum Zitat Taylor BL, Gerrodette T (1993) The uses of statistical power in conservation biology: the Vaquita and Northern Spotted Owl. Conserv Biol 7:489–500CrossRef Taylor BL, Gerrodette T (1993) The uses of statistical power in conservation biology: the Vaquita and Northern Spotted Owl. Conserv Biol 7:489–500CrossRef
Zurück zum Zitat Walters C (1986) Adaptive management of renewable resources. The Blackburn Press, New York Walters C (1986) Adaptive management of renewable resources. The Blackburn Press, New York
Zurück zum Zitat Westphal MI, Pickett M, Getz WM, Possingham HP (2003) The use of stochastic dynamic programming in optimal landscape reconstruction for metapopulations. Ecol Appl 13:543–555CrossRef Westphal MI, Pickett M, Getz WM, Possingham HP (2003) The use of stochastic dynamic programming in optimal landscape reconstruction for metapopulations. Ecol Appl 13:543–555CrossRef
Zurück zum Zitat Williams BK (2011) Resolving structural uncertainty in natural resources management using POMDP approaches. Ecol Model 222:1092–1102CrossRef Williams BK (2011) Resolving structural uncertainty in natural resources management using POMDP approaches. Ecol Model 222:1092–1102CrossRef
Zurück zum Zitat Wilson KA, McBride MF, Bode M, Possigham HP (2006) Prioritizing global conservation efforts. Nature 440:337–340PubMedCrossRef Wilson KA, McBride MF, Bode M, Possigham HP (2006) Prioritizing global conservation efforts. Nature 440:337–340PubMedCrossRef
Zurück zum Zitat Wilson KA, Carwardine J, Possingham HP (2009) Setting conservation priorities. Ann N Y Acad Sci 1162:237–264PubMedCrossRef Wilson KA, Carwardine J, Possingham HP (2009) Setting conservation priorities. Ann N Y Acad Sci 1162:237–264PubMedCrossRef
Zurück zum Zitat Wintle BA, Runge MC, Bekessy SA (2010) Allocating monitoring effort in the face of unknown unknowns. Ecol Lett 13:1325–1337PubMedCrossRef Wintle BA, Runge MC, Bekessy SA (2010) Allocating monitoring effort in the face of unknown unknowns. Ecol Lett 13:1325–1337PubMedCrossRef
Zurück zum Zitat Wintle BA, Bekessy SA, Keith DA, van Wilgen BW, Cabeza M, Schröder B, Carvalho SB, Falcucci A, Maiorano L, Regan TJ, Rondinini C, Boitani L, Possingham HP (2011) Ecological-economic optimization of biodiversity conservation under climate change. Nat Clim Change 1:355–359CrossRef Wintle BA, Bekessy SA, Keith DA, van Wilgen BW, Cabeza M, Schröder B, Carvalho SB, Falcucci A, Maiorano L, Regan TJ, Rondinini C, Boitani L, Possingham HP (2011) Ecological-economic optimization of biodiversity conservation under climate change. Nat Clim Change 1:355–359CrossRef
Zurück zum Zitat Yamamura K, Matsuda H, Yokomizo H, Kaji K, Uno H, Tamada K, Kurumada T, Saitoh T, Hirakawa H (2008) Harvest-based Bayesian estimation of sika deer populations using a state-space model. Popul Ecol 50:131–144CrossRef Yamamura K, Matsuda H, Yokomizo H, Kaji K, Uno H, Tamada K, Kurumada T, Saitoh T, Hirakawa H (2008) Harvest-based Bayesian estimation of sika deer populations using a state-space model. Popul Ecol 50:131–144CrossRef
Zurück zum Zitat Yemshanova D, Koch FH, Ben-Haim Y, Smith WD (2010) Detection capacity, information gaps and the design of surveillance programs for invasive forest pests. J Environ Manag 91:2535–2546CrossRef Yemshanova D, Koch FH, Ben-Haim Y, Smith WD (2010) Detection capacity, information gaps and the design of surveillance programs for invasive forest pests. J Environ Manag 91:2535–2546CrossRef
Zurück zum Zitat Yokomizo H, Yamashita J, Iwasa Y (2003a) Optimal conservation effort for a population in a stochastic environment. J Theor Biol 220:215–231PubMedCrossRef Yokomizo H, Yamashita J, Iwasa Y (2003a) Optimal conservation effort for a population in a stochastic environment. J Theor Biol 220:215–231PubMedCrossRef
Zurück zum Zitat Yokomizo H, Haccou P, Iwasa Y (2003b) Conservation effort and assessment of population size in fluctuating environments. J Theor Biol 224:167–182PubMedCrossRef Yokomizo H, Haccou P, Iwasa Y (2003b) Conservation effort and assessment of population size in fluctuating environments. J Theor Biol 224:167–182PubMedCrossRef
Zurück zum Zitat Yokomizo H, Haccou P, Iwasa Y (2004) Multiple-year optimization of conservation effort and monitoring effort for a fluctuating population. J Theor Biol 230:157–171PubMedCrossRef Yokomizo H, Haccou P, Iwasa Y (2004) Multiple-year optimization of conservation effort and monitoring effort for a fluctuating population. J Theor Biol 230:157–171PubMedCrossRef
Zurück zum Zitat Yokomizo H, Haccou P, Iwasa Y (2007) Optimal conservation strategy in fluctuating environments with species interactions: resource-enhancement of the native species versus extermination of the alien species. J Theor Biol 244:46–58PubMedCrossRef Yokomizo H, Haccou P, Iwasa Y (2007) Optimal conservation strategy in fluctuating environments with species interactions: resource-enhancement of the native species versus extermination of the alien species. J Theor Biol 244:46–58PubMedCrossRef
Zurück zum Zitat Yokomizo H, Possingham HP, Thomas MB, Buckley YM (2009) Managing the impact of invasive species: the value of knowing the impact-density curve. Ecol Appl 19:376–386PubMedCrossRef Yokomizo H, Possingham HP, Thomas MB, Buckley YM (2009) Managing the impact of invasive species: the value of knowing the impact-density curve. Ecol Appl 19:376–386PubMedCrossRef
Zurück zum Zitat Yokomizo H, Possingham HP, Hulme PE, Grice AC, Buckley YM (2012) Cost-benefit analysis for intentional plant introductions under uncertainty. Biol Invasions 14:839–849CrossRef Yokomizo H, Possingham HP, Hulme PE, Grice AC, Buckley YM (2012) Cost-benefit analysis for intentional plant introductions under uncertainty. Biol Invasions 14:839–849CrossRef
Zurück zum Zitat Yokomizo H, Naito W, Tanaka Y, Kamo M (2013) Setting most robust effluent level against severe uncertainty: application of information-gap decision theory to chemical management. Chemosphere 93:2224–2229PubMedCrossRef Yokomizo H, Naito W, Tanaka Y, Kamo M (2013) Setting most robust effluent level against severe uncertainty: application of information-gap decision theory to chemical management. Chemosphere 93:2224–2229PubMedCrossRef
Zurück zum Zitat Yokota F, Thompson KM (2004) Value of information analysis in environmental health risk management decisions: past, present, and future. Risk Anal 24:635–650PubMedCrossRef Yokota F, Thompson KM (2004) Value of information analysis in environmental health risk management decisions: past, present, and future. Risk Anal 24:635–650PubMedCrossRef
Metadaten
Titel
Decision science for effective management of populations subject to stochasticity and imperfect knowledge
verfasst von
Hiroyuki Yokomizo
Shaun R. Coutts
Hugh P. Possingham
Publikationsdatum
01.01.2014
Verlag
Springer Japan
Erschienen in
Population Ecology / Ausgabe 1/2014
Print ISSN: 1438-3896
Elektronische ISSN: 1438-390X
DOI
https://doi.org/10.1007/s10144-013-0421-2

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