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Wang X, Wang X, Tu Y, Yao W, Zhou J, Jia Z, Ma J, Sun Z. Systematic conservation planning considering ecosystem services can optimize the conservation system in the Qinling-Daba Mountains. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2024; 368:122096. [PMID: 39121629 DOI: 10.1016/j.jenvman.2024.122096] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/30/2024] [Revised: 07/18/2024] [Accepted: 08/01/2024] [Indexed: 08/12/2024]
Abstract
Protected area are the cornerstone of biodiversity and ecosystem service conservation at the local, regional, and global levels. In 2019, China proposed the establishment of a nature reserve system (NRS)centered on national parks, integrating and improving various existing protected areas. This study focuses on the Qinling‒Daba Mountains, an area crucial for both biodiversity and ecosystem services. Through assessments of carbon storage (CS), water yield (WY), soil conservation (SC), and habitat quality (HQ), different conservation scenarios are considered in the context of Systematic conservation planning (SCP). An optimization scheme for the NRS in the Qinling-Daba Mountains is proposed, incorporating ecosystem services and comparing them with the existing system. Research indicates that the main protected areas are concentrated in the Min Mountain‒Motian Mountain‒Longmen Mountain region, the central Qinling region, and the Shennongjia‒Daba Mountain region. Compared with the original system, the area of protected regions in the NRS expanded by 52,000 km2 after the SCP scheme was incorporated. The number of patches decreased to 50, and the patch density reduced from 2.1 × 10-4(/100 ha) to 1.7 × 10-4(/100 ha), thereby reducing the fragmentation of the conservation system. Additionally, the optimized scheme achieved a conservation ratio of over 30% for CS, WY, SC, and HQ, with the conservation efficiency for WY and HQ increasing by 0.18 and 0.22, respectively. The study results provide support for optimizing the Qinling-Daba Mountains NRS and offer a reference for constructing NRSs in other regions. Considering ecosystem services in the optimization of the NRS helps enhance the supply capacity of ecological products, maintain national ecological security, and achieve harmonious coexistence and sustainable development between humans and nature.
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Affiliation(s)
- Xiaoxue Wang
- School of Land Engineering, Chang'an University, Xi'an, 710054, China
| | - Xiaofeng Wang
- School of Land Engineering, Chang'an University, Xi'an, 710054, China; Key Laboratory of Xi'an Territorial and Spatial Information, Xi'an, 710054, China; Key Laboratory of Shaanxi Land Consolidation, Xi'an, 710054, China.
| | - You Tu
- School of Land Engineering, Chang'an University, Xi'an, 710054, China
| | - Wenjie Yao
- School of Land Engineering, Chang'an University, Xi'an, 710054, China
| | - Jitao Zhou
- School of Land Engineering, Chang'an University, Xi'an, 710054, China
| | - Zixu Jia
- Key Laboratory of Urban Environment and Health, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen, 361021, China
| | - Jiahao Ma
- College of Geological Engineering and Geomatics, Chang'an University, Xi'an, 710054, China
| | - Zechong Sun
- School of Land Engineering, Chang'an University, Xi'an, 710054, China
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2
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O'Bryan CJ, Rhodes JR, Osunkoya OO, Lundie-Jenkins G, Mudiyanselage NA, Sydes T, Calvert M, McDonald-Madden E, Bode M. Setting conservation priorities in multi-actor systems. Bioscience 2023; 73:522-532. [PMID: 39634923 PMCID: PMC11616722 DOI: 10.1093/biosci/biad046] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Revised: 04/23/2023] [Accepted: 05/03/2023] [Indexed: 12/07/2024] Open
Abstract
Nature conservation is underresourced, requiring managers to prioritize where, when, and how to spend limited funds. Prioritization methods identify the subset of actions that provide the most benefit to an actor's objective. However, spending decisions by conservation actors are often misaligned with their objectives. Although this misalignment is frequently attributed to poor choices by the actors, we argue that it can also be a byproduct of working alongside other organizations. Using strategic analyses of multi-actor systems in conservation, we show how interactions among multiple conservation actors can create misalignment between the spending and objectives of individual actors and why current uncoordinated prioritizations lead to fewer conservation objectives achieved for individual actors. We draw three conclusions from our results. First, that misalignment is an unsuitable metric for evaluating spending, because it may be necessary to achieve actors' objectives. Second, that current prioritization methods cannot identify optimal decisions (as they purport to do), because they do not incorporate other actors' decisions. Third, that practical steps can be taken to move actors in the direction of coordination and thereby better achieve their conservation objectives.
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Affiliation(s)
- Christopher J O'Bryan
- School of Earth and Environmental Sciences and the Centre for Biodiversity
and Conservation Science, University of Queensland, Brisbane,
Queensland, Australia
| | - Jonathan R Rhodes
- School of Earth and Environmental Sciences and the Centre for Biodiversity
and Conservation Science, University of Queensland, Brisbane,
Queensland, Australia
| | - Olusegun O Osunkoya
- Invasive Plant and Animal Science Unit, Department of Agriculture and
Fisheries, Biosecurity Queensland, Brisbane, Queensland, Australia
| | - Geoff Lundie-Jenkins
- Wildlife and Threatened Species Operations, Department of Environment and
Science, Queensland Parks and Wildlife, Toowoomba, Queensland, Australia
| | - Nisansala Abeysinghe Mudiyanselage
- School of Earth and Environmental Sciences and the Centre for Biodiversity
and Conservation Science, University of Queensland, Brisbane,
Queensland, Australia
| | - Travis Sydes
- Far North Queensland Regional Organisation of Councils,
Cairns, Queensland, Australia
| | - Moya Calvert
- Invasive Plant and Animal Science Unit, Department of Agriculture and
Fisheries, Biosecurity Queensland, Brisbane, Queensland, Australia
| | - Eve McDonald-Madden
- School of Earth and Environmental Sciences and the Centre for Biodiversity
and Conservation Science, University of Queensland, Brisbane,
Queensland, Australia
| | - Michael Bode
- School of Mathematical Sciences, Queensland University of
Technology, Brisbane, Queensland, Australia
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3
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Gavrutenko M, Gerstner BE, Kass JM, Goodman SM, Anderson RP. Temporal matching of occurrence localities and forest cover data helps improve range estimates and predict climate change vulnerabilities. Glob Ecol Conserv 2021. [DOI: 10.1016/j.gecco.2021.e01569] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022] Open
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4
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Archer LJ, Papworth SK, Apale CM, Corona DB, Gacilos JT, Amada RL, Waterman C, Turvey ST. Scaling up local ecological knowledge to prioritise areas for protection: Determining Philippine pangolin distribution, status and threats. Glob Ecol Conserv 2020. [DOI: 10.1016/j.gecco.2020.e01395] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022] Open
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5
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Botts EA, Pence G, Holness S, Sink K, Skowno A, Driver A, Harris LR, Desmet P, Escott B, Lötter M, Nel J, Smith T, Daniels F, Sinclair S, Stewart W, Manuel J. Practical actions for applied systematic conservation planning. CONSERVATION BIOLOGY : THE JOURNAL OF THE SOCIETY FOR CONSERVATION BIOLOGY 2019; 33:1235-1246. [PMID: 30912598 DOI: 10.1111/cobi.13321] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/25/2018] [Revised: 02/06/2019] [Accepted: 03/22/2019] [Indexed: 06/09/2023]
Abstract
Systematic conservation planning is intended to inform spatially explicit decision making. Doing so requires that it be integrated into complex regulatory and governance processes, and there are limited instances where this has been achieved effectively. South Africa is a global leader in the application of conservation plans, the outputs of which are widely used for spatial planning and decision making in many spheres of government. We aimed to determine how conservation planning in the country progressed from theory to implementation, and to identify practical actions that enabled this transition, by assessing temporal trends in the characteristics of conservation plans (1990-2017, n = 94). Since 2010 conservation planning has entered an operational period characterized by government leadership of plans, administrative rather than ecological planning domains, decreasing size of planning units, increasing emphasis on end-user products, and scheduled revision of plans. Key actions that enabled this progression include transitioning leadership of plans from scientists to practitioners, building capacity within implementing agencies, creating opportunities to integrate plans in legislative processes, establishing a strong community of practice, adopting implementation-focused methods, and balancing standardization with innovation. Learning from this model will allow other countries, particularly those with a similar megadiverse, developing context, to operationalize conservation planning into spatial planning and decision making.
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Affiliation(s)
- Emily A Botts
- Independent Consultant, P.O. Box 85, Rosetta, KwaZulu-Natal, 3301, South Africa
| | - Genevieve Pence
- CapeNature, Private Bag X29, Gatesville, Cape Town, 7766, South Africa
| | - Stephen Holness
- Nelson Mandela University, P.O. Box 77000, Port Elizabeth, 6031, South Africa
| | - Kerry Sink
- South African National Biodiversity Institute, Private Bag X101, Silverton, 0184, South Africa
| | - Andrew Skowno
- South African National Biodiversity Institute, Private Bag X101, Silverton, 0184, South Africa
- Department of Biological Sciences, University of Cape Town, Private Bag X3, Rondebosch, 7701, South Africa
| | - Amanda Driver
- South African National Biodiversity Institute, Private Bag X101, Silverton, 0184, South Africa
| | - Linda R Harris
- Department of Zoology, Institute for Coastal and Marine Research, Nelson Mandela University, P.O. Box 77000, Port Elizabeth, 6031, South Africa
| | - Philip Desmet
- Nelson Mandela University, P.O. Box 77000, Port Elizabeth, 6031, South Africa
| | - Boyd Escott
- Ezemvelo KwaZulu-Natal Wildlife, P.O. Box 13053, Cascades, 3202, Pietermaritzburg, South Africa
| | - Mervyn Lötter
- Mpumalanga Tourism and Parks Agency, Private Bag X 11338, Mbombela, 1200, South Africa
| | - Jeanne Nel
- Institute for Environmental Studies, Vrije Universiteit, De Boelelaan, 1087, 1081, HV Amsterdam, The Netherlands
- Sustainability Research Unit, Nelson Mandela University, Port Elizabeth, 6031, South Africa
| | - Tammy Smith
- South African National Biodiversity Institute, Private Bag X101, Silverton, 0184, South Africa
| | - Fahiema Daniels
- South African National Biodiversity Institute, Private Bag X101, Silverton, 0184, South Africa
| | - Samuel Sinclair
- Imperial College London, South Kensington, London, SW7 2AZ, U.K
- University of Oxford, Oxford, OX1 2JD, U.K
- Biodiversify, 31 Catharine Street, Cambridge, CB1 3AW, U.K
| | - Warrick Stewart
- Resilience Environmental Advice, 14 Andrew Avenue, Rexford, Knysna, 6571, South Africa
| | - Jeffrey Manuel
- South African National Biodiversity Institute, Private Bag X101, Silverton, 0184, South Africa
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Monitoring and Assessment of Wetland Loss and Fragmentation in the Cross-Boundary Protected Area: A Case Study of Wusuli River Basin. REMOTE SENSING 2019. [DOI: 10.3390/rs11212581] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Comparative evaluation of cross-boundary wetland protected areas is essential to underpin knowledge-based bilateral conservation policies and funding decisions by governments and managers. In this paper, wetland change monitoring for the Wusuli River Basin in the cross-boundary zone of China and Russia from 1990 to 2015 was quantitatively analyzed using Landsat images. The spatial-temporal distribution of wetlands was identified using a rule-based object-oriented classification method. Wetland dynamics were determined by combining annual land change area (ALCA), annual land change rate (ALCR), landscape metrics and spatial analysis in a geographic information system (GIS). A Mann–Kendall test was used to evaluate changing climate trends. Results showed that natural wetlands in the Wusuli River Basin have declined by 5625.76 km2 in the past 25 years, especially swamp/marsh, which decreased by 26.88%. Specifically, natural wetlands declined by 49.93% in the Chinese section but increased with an ALCA of 16.62 km2/y in the Russian section during 1990–2015. Agricultural encroachment was the most important reason for the loss and degradation of natural wetlands in the Wusuli River Basin, especially in China. Different population change trends and conservation policies in China and Russia affected natural wetland dynamics. The research offers an efficient and effective method to evaluate cross-boundary wetland change. This study provides important scientific information necessary for developing future ecological conservation and management of cross-boundary wetlands.
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7
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Selwood KE, Wintle BA, Kujala H. Collaborative conservation planning: Quantifying the contribution of expert engagement to identify spatial conservation priorities. Conserv Lett 2019. [DOI: 10.1111/conl.12673] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Affiliation(s)
- Katherine E. Selwood
- School of Biosciences University of Melbourne Parkville Victoria Australia
- Wildlife and Conservation Science Zoos Victoria Parkville Victoria Australia
| | - Brendan A. Wintle
- School of Biosciences University of Melbourne Parkville Victoria Australia
| | - Heini Kujala
- School of Biosciences University of Melbourne Parkville Victoria Australia
- Finnish Museum of Natural History University of Helsinki Helsinki Finland
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8
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Buschke FT, Botts EA, Sinclair SP. Post‐normal conservation science fills the space between research, policy, and implementation. CONSERVATION SCIENCE AND PRACTICE 2019. [DOI: 10.1111/csp2.73] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Affiliation(s)
- Falko T. Buschke
- Centre for Environmental ManagementUniversity of the Free State Bloemfontein South Africa
| | | | - Samuel P. Sinclair
- Department of ZoologyUniversity of Oxford Oxford UK
- Biodiversify Cambridge UK
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9
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Leroux SJ. On the prevalence of uninformative parameters in statistical models applying model selection in applied ecology. PLoS One 2019; 14:e0206711. [PMID: 30730890 PMCID: PMC6366740 DOI: 10.1371/journal.pone.0206711] [Citation(s) in RCA: 60] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2018] [Accepted: 01/22/2019] [Indexed: 11/18/2022] Open
Abstract
Research in applied ecology provides scientific evidence to guide conservation policy and management. Applied ecology is becoming increasingly quantitative and model selection via information criteria has become a common statistical modeling approach. Unfortunately, parameters that contain little to no useful information are commonly presented and interpreted as important in applied ecology. I review the concept of an uninformative parameter in model selection using information criteria and perform a literature review to measure the prevalence of uninformative parameters in model selection studies applying Akaike’s Information Criterion (AIC) in 2014 in four of the top journals in applied ecology (Biological Conservation, Conservation Biology, Ecological Applications, Journal of Applied Ecology). Twenty-one percent of studies I reviewed applied AIC metrics. Many (31.5%) of the studies applying AIC metrics in the four applied ecology journals I reviewed had or were very likely to have uninformative parameters in a model set. In addition, more than 40% of studies reviewed had insufficient information to assess the presence or absence of uninformative parameters in a model set. Given the prevalence of studies likely to have uninformative parameters or with insufficient information to assess parameter status (71.5%), I surmise that much of the policy recommendations based on applied ecology research may not be supported by the data analysis. I provide four warning signals and a decision tree to assist authors, reviewers, and editors to screen for uninformative parameters in studies applying model selection with information criteria. In the end, careful thinking at every step of the scientific process and greater reporting standards are required to detect uninformative parameters in studies adopting an information criteria approach.
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Affiliation(s)
- Shawn J. Leroux
- Department of Biology, Memorial University of Newfoundland, St. John’s, NL, Canada
- * E-mail:
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10
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Nicholson E, Fulton EA, Brooks TM, Blanchard R, Leadley P, Metzger JP, Mokany K, Stevenson S, Wintle BA, Woolley SN, Barnes M, Watson JE, Ferrier S. Scenarios and Models to Support Global Conservation Targets. Trends Ecol Evol 2019; 34:57-68. [DOI: 10.1016/j.tree.2018.10.006] [Citation(s) in RCA: 40] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2018] [Revised: 10/09/2018] [Accepted: 10/10/2018] [Indexed: 10/27/2022]
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11
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Costa B, Kendall M, McKagan S. Managers, modelers, and measuring the impact of species distribution model uncertainty on marine zoning decisions. PLoS One 2018; 13:e0204569. [PMID: 30304038 PMCID: PMC6179233 DOI: 10.1371/journal.pone.0204569] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2018] [Accepted: 09/11/2018] [Indexed: 11/25/2022] Open
Abstract
Marine managers routinely use spatial data to make decisions about their marine environment. Uncertainty associated with this spatial data can have profound impacts on these management decisions and their projected outcomes. Recent advances in modeling techniques, including species distribution models (SDMs), make it easier to generate continuous maps showing the uncertainty associated with spatial predictions and maps. However, SDM predictions and maps can be complex and nuanced. This complexity makes their use challenging for non-technical managers, preventing them from having the best available information to make decisions. To help bridge these communication and information gaps, we developed maps to illustrate how SDMs and associated uncertainty can be translated into readily usable products for managers. We also explicitly described the potential impacts of uncertainty on marine zoning decisions. This approach was applied to a case study in Saipan Lagoon, Commonwealth of the Northern Mariana Islands (CNMI). Managers in Saipan are interested in minimizing the potential impacts of personal watercraft (e.g., jet skis) on staghorn Acropora (i.e., Acropora aspera, A. formosa, and A. pulchra), which is an important coral assemblage in the lagoon. We used a recently completed SDM for staghorn Acropora to develop maps showing the sensitivity of zoning options to three different prediction and three different uncertainty thresholds (nine combinations total). Our analysis showed that the amount of area and geographic location of predicted staghorn Acropora presence changed based on these nine combinations. These dramatically different spatial patterns would have significant zoning implications when considering where to exclude and/or allow jet skis operations inside the lagoon. They also show that different uncertainty thresholds may lead managers to markedly different conclusions and courses of action. Defining acceptable levels of uncertainty upfront is critical for ensuring that managers can make more informed decisions, meet their marine resource goals and generate favorable outcomes for their stakeholders.
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Affiliation(s)
- Bryan Costa
- NOAA National Centers for Coastal Ocean Science, Biogeography Branch, Silver Spring, Maryland, United States of America
| | - Matthew Kendall
- NOAA National Centers for Coastal Ocean Science, Biogeography Branch, Silver Spring, Maryland, United States of America
| | - Steven McKagan
- NOAA National Marine Fisheries Service, Habitat Conservation Division, Saipan, CNMI
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12
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Sinclair SP, Milner‐Gulland E, Smith RJ, McIntosh EJ, Possingham HP, Vercammen A, Knight AT. The use, and usefulness, of spatial conservation prioritizations. Conserv Lett 2018. [DOI: 10.1111/conl.12459] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Affiliation(s)
- Samuel P. Sinclair
- Department of Life Sciences, Silwood Park CampusImperial College London London SL5 7QN United Kingdom
- Department of ZoologyUniversity of Oxford Oxford OX1 3PS United Kingdom
| | | | - Robert J. Smith
- Durrell Institute of Conservation and Ecology, School of Anthropology and ConservationUniversity of Kent Canterbury Kent CT2 7NR United Kingdom
| | - Emma J. McIntosh
- School of Geography and the EnvironmentUniversity of Oxford Oxford OX1 3QY United Kingdom
| | - Hugh P. Possingham
- Centre for Environmental PolicyImperial College London London United Kingdom
| | - Ans Vercammen
- The Nature Conservancy South Brisbane Queensland 4101 Australia
| | - Andrew T. Knight
- Department of Life Sciences, Silwood Park CampusImperial College London London SL5 7QN United Kingdom
- Department of BotanyNelson Mandela Metropolitan University Port Elizabeth 6031 Eastern Cape South Africa
- The Silwood Group London United Kingdom
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13
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Chiawo DO, Kombe WN, Craig AJ. Conservation and human livelihoods at the crossroads: Local needs and knowledge in the management of Arabuko Sokoke Forest. Afr J Ecol 2017. [DOI: 10.1111/aje.12462] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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14
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Bower SD, Brownscombe JW, Birnie-Gauvin K, Ford MI, Moraga AD, Pusiak RJP, Turenne ED, Zolderdo AJ, Cooke SJ, Bennett JR. Making Tough Choices: Picking the Appropriate Conservation Decision-Making Tool. Conserv Lett 2017. [DOI: 10.1111/conl.12418] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Affiliation(s)
- Shannon D. Bower
- Fish Ecology and Conservation Physiology Laboratory; Department of Biology; Carleton University; Ottawa ON K1S 5B6
| | - Jacob W. Brownscombe
- Fish Ecology and Conservation Physiology Laboratory; Department of Biology; Carleton University; Ottawa ON K1S 5B6
| | - Kim Birnie-Gauvin
- Fish Ecology and Conservation Physiology Laboratory; Department of Biology; Carleton University; Ottawa ON K1S 5B6
| | - Matthew I. Ford
- Fish Ecology and Conservation Physiology Laboratory; Department of Biology; Carleton University; Ottawa ON K1S 5B6
| | - Andrew D. Moraga
- Geomatics and Landscape Ecology Research Laboratory; Department of Biology; Carleton University; Ottawa ON K1S 5B6
| | | | - Eric D. Turenne
- Department of Biology; University of Ottawa; Ottawa ON, K1N 6N5
| | - Aaron J. Zolderdo
- Fish Ecology and Conservation Physiology Laboratory; Department of Biology; Carleton University; Ottawa ON K1S 5B6
| | - Steven J. Cooke
- Fish Ecology and Conservation Physiology Laboratory; Department of Biology; Carleton University; Ottawa ON K1S 5B6
- Canadian Centre for Evidence-Based Conservation and Environmental Management, Institute of Environmental Science; Carleton University; Ottawa ON K1S 5B6
| | - Joseph R. Bennett
- Geomatics and Landscape Ecology Research Laboratory; Department of Biology; Carleton University; Ottawa ON K1S 5B6
- Department of Biology; Carleton University; Ottawa ON K1S 5B6
- Canadian Centre for Evidence-Based Conservation and Environmental Management, Institute of Environmental Science; Carleton University; Ottawa ON K1S 5B6
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15
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Gauthier P, Pons V, Letourneau A, Klesczewski M, Papuga G, Thompson JD. Combining population monitoring with habitat vulnerability to assess conservation status in populations of rare and endangered plants. J Nat Conserv 2017. [DOI: 10.1016/j.jnc.2017.03.005] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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16
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Guerrero AM, Wilson KA. Using a social-ecological framework to inform the implementation of conservation plans. CONSERVATION BIOLOGY : THE JOURNAL OF THE SOCIETY FOR CONSERVATION BIOLOGY 2017; 31:290-301. [PMID: 27601156 DOI: 10.1111/cobi.12832] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/16/2016] [Revised: 08/04/2016] [Accepted: 08/26/2016] [Indexed: 05/06/2023]
Abstract
One of the key determinants of success in biodiversity conservation is how well conservation planning decisions account for the social system in which actions are to be implemented. Understanding elements of how the social and ecological systems interact can help identify opportunities for implementation. Utilizing data from a large-scale conservation initiative in southwestern of Australia, we explored how a social-ecological system framework can be applied to identify how social and ecological factors interact to influence the opportunities for conservation. Using data from semistructured interviews, an online survey, and publicly available data, we developed a conceptual model of the social-ecological system associated with the conservation of the Fitz-Stirling region. We used this model to identify the relevant variables (remnants of vegetation, stakeholder presence, collaboration between stakeholders, and their scale of management) that affect the implementation of conservation actions in the region. We combined measures for these variables to ascertain how areas associated with different levels of ecological importance coincided with areas associated with different levels of stakeholder presence, stakeholder collaboration, and scales of management. We identified areas that could benefit from different implementation strategies, from those suitable for immediate conservation action to areas requiring implementation over the long term to increase on-the-ground capacity and identify mechanisms to incentivize implementation. The application of a social-ecological framework can help conservation planners and practitioners facilitate the integration of ecological and social data to inform the translation of priorities for action into implementation strategies that account for the complexities of conservation problems in a focused way.
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Affiliation(s)
- Angela M Guerrero
- ARC Centre of Excellence for Environmental Decisions, Centre for Biodiversity & Conservation Science, University of Queensland, Brisbane, QLD, 4072, Australia
| | - Kerrie A Wilson
- ARC Centre of Excellence for Environmental Decisions, Centre for Biodiversity & Conservation Science, University of Queensland, Brisbane, QLD, 4072, Australia
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17
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Indicator-Driven Conservation Planning Across Terrestrial, Freshwater Aquatic, and Marine Ecosystems of the South Atlantic, USA. JOURNAL OF FISH AND WILDLIFE MANAGEMENT 2017. [DOI: 10.3996/062016-jfwm-044] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Abstract
Systematic conservation planning, a widely used approach to identify priority lands and waters, uses efficient, defensible, and transparent methods aimed at conserving biodiversity and ecological systems. Limited financial resources and competing land uses can be major impediments to conservation; therefore, participation of diverse stakeholders in the planning process is advantageous to help address broad-scale threats and challenges of the 21st century. Although a broad extent is needed to identify core areas and corridors for fish and wildlife populations, a fine-scale resolution is needed to manage for multiple, interconnected ecosystems. Here, we developed a conservation plan using a systematic approach to promote landscape-level conservation within the extent of the South Atlantic Landscape Conservation Cooperative. Our objective was to identify the highest-ranked 30% of lands and waters within the South Atlantic deemed necessary to conserve ecological and cultural integrity for the 10 primary ecosystems of the southeastern United States. These environments varied from terrestrial, freshwater aquatic, and marine. The planning process was driven by indicators of ecosystem integrity at a 4-ha resolution. We used the program Zonation and 28 indicators to optimize the identification of lands and waters to meet the stated objective. A novel part of our study was the prioritization of multiple ecosystems, and we discuss the advantages and disadvantages of this approach. The evaluation of indicator representation within prioritizations was a useful method to show where improvements could be made; some indicators dictated hotspots, some had a limited extent and were well represented, and others had a limited effect. Overall, we demonstrate that a broad-scale (408,276 km2 of terrestrial and 411,239 km2 of marine environments) conservation plan can be realized at a fine-scale resolution, which will allow implementation of the regional plan at a local level relevant to decision making.
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18
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Gouveia SF, Souza-Alves JP, de Souza BB, Beltrão-Mendes R, Jerusalinsky L, Ferrari SF. Functional planning units for the management of an endangered Brazilian titi monkey. Am J Primatol 2017; 79. [PMID: 28103408 DOI: 10.1002/ajp.22637] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2016] [Revised: 11/29/2016] [Accepted: 12/23/2016] [Indexed: 11/09/2022]
Abstract
Conservation practices in the tropics often rely on the data available for a few, better-known species and the adoption of an appropriate spatial scale. By defining a set of landscape units that account for critical aspects of the focal species, the information available on these conservation targets can support regional conservation policies. Here, we define and classify adjacent landscapes, termed planning units, to orientate management decisions within and among these landscapes, which are occupied by an endangered flagship primate species (Coimbra-Filho's titi monkey, Callicebus coimbrai) from eastern Brazil. We use landscape boundaries (highways and river systems), and a high-resolution map of forest remnants to identify continuous and manageable landscapes. We employed functional landscape metrics based on the species' dispersal ability and home range size to characterize and classify these landscapes. We classified planning units by scoring them according to a suite of selected metrics through a Principal Component Analysis. We propose 31 planning units, containing one to six C. coimbrai populations, most with low values of habitat availability, functional connectivity and carrying capacity, and a high degree of degradation. Due to this poor landscape configuration, basic management practices are recommendable. However, additional aspects of the landscapes and the populations they contain (e.g., matrix type and genetic variability) should improve the scheme, which will require a closer integration of research aims with socio-political strategies. Even so, our scheme should prove useful for the combination of information on conservation targets (i.e., focal species) with management strategies on an administrative scale.
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Affiliation(s)
- Sidney F Gouveia
- Department of Ecology, Campus Prof. José Aloísio de Campos, Federal University of Sergipe, São Cristóvão, Sergipe, Brazil
| | - João Pedro Souza-Alves
- Department of Zoology, Federal University of Pernambuco, Cidade Universitária, Recife, Pernambuco, Brazil
| | - Bruno B de Souza
- Institute of Environment and Water Resources of Bahia (INEMA), Bairro Tamboril, Seabra, Bahia, Brazil
| | - Raone Beltrão-Mendes
- Department of Ecology, Campus Prof. José Aloísio de Campos, Federal University of Sergipe, São Cristóvão, Sergipe, Brazil
| | - Leandro Jerusalinsky
- Chico Mendes Institute for the Conservation of Biodiversity, National Center for Research and Conservation of Brazilian Primates (CPB), Centro Histórico, João Pessoa, Paraíba, Brazil
| | - Stephen F Ferrari
- Department of Ecology, Campus Prof. José Aloísio de Campos, Federal University of Sergipe, São Cristóvão, Sergipe, Brazil.,Department of Life Sciences, University of Roehampton, London, UK
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Crane M, Lindenmayer DB, Banks SC. Conserving and restoring endangered southern populations of the Squirrel Glider (
Petaurus norfolcensis
) in agricultural landscapes. ECOLOGICAL MANAGEMENT & RESTORATION 2017. [DOI: 10.1111/emr.12245] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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20
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Fill JM, Forsyth GG, Kritzinger-Klopper S, Le Maitre DC, van Wilgen BW. An assessment of the effectiveness of a long-term ecosystem restoration project in a fynbos shrubland catchment in South Africa. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2017; 185:1-10. [PMID: 27815003 DOI: 10.1016/j.jenvman.2016.10.053] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/25/2016] [Revised: 09/08/2016] [Accepted: 10/24/2016] [Indexed: 06/06/2023]
Abstract
The long-term effectiveness of ecological restoration projects is seldom reported in the scientific literature. This paper reports on the outcomes of ecosystem restoration following the clearing of alien Pinus plantations and associated alien plant invasions over 13 years from an 8000 ha mountain catchment in the Western Cape Province, South Africa. We examined the goals, methods and costs of management, and the ecological outcomes in terms of reduced alien plant cover and native vegetation recovery. While the goals were not explicitly formulated at the outset, they were implicitly focussed on the conservation of water resources, the restoration of biodiversity, and the provision of employment. Initially, most (>90% of the area) was occupied by Pinus and Acacia invasions, mostly at low densities. The cost of control (initial clearing and up to 16 follow-up visits to remove emergent seedlings) amounted to almost ZAR 50 million (14 ZAR ∼ 1US$). Although the cover of alien plants was greatly reduced, over 1000 ha still support dense or medium invasions (>25% cover), and the area occupied by scattered Pinus plants increased by over 3000 ha to >5700 ha. A reliance on passive restoration had not yet resulted in full recovery of the natural vegetation. The mean number of species, and total projected canopy cover on 50 m2 plots was lower in cleared than in comparable reference sites with pristine vegetation (21 vs 32 species/plot, and 94 vs 168% cover respectively). While the project is ongoing, we conclude that the entire area could revert to a more densely-invaded state in the event of a reduction of funding. Several changes to the management approach (including the integrated use of fire, a greater use of power tools, and active re-seeding of cleared areas with indigenous shrubs) would substantially increase the future effectiveness of the project and the sustainability of its outcomes.
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Affiliation(s)
- Jennifer M Fill
- Centre for Invasion Biology, Department of Botany and Zoology, Stellenbosch University, Private Bag X1, Matieland, 7602, South Africa.
| | - Greg G Forsyth
- Centre for Invasion Biology, Natural Resources and the Environment, Council for Scientific and Industrial Research, P.O. Box 320, Stellenbosch, 7600, South Africa
| | - Suzaan Kritzinger-Klopper
- Centre for Invasion Biology, Department of Botany and Zoology, Stellenbosch University, Private Bag X1, Matieland, 7602, South Africa
| | - David C Le Maitre
- Centre for Invasion Biology, Natural Resources and the Environment, Council for Scientific and Industrial Research, P.O. Box 320, Stellenbosch, 7600, South Africa
| | - Brian W van Wilgen
- Centre for Invasion Biology, Department of Botany and Zoology, Stellenbosch University, Private Bag X1, Matieland, 7602, South Africa
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21
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Roberts JD, Hamann M. Testing a recipe for effective recovery plan design: a marine turtle case study. ENDANGER SPECIES RES 2016. [DOI: 10.3354/esr00755] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
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22
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van Wilgen BW, Carruthers J, Cowling RM, Esler KJ, Forsyth AT, Gaertner M, Hoffman MT, Kruger FJ, Midgley GF, Palmer G, Pence GQK, Raimondo DC, Richardson DM, van Wilgen NJ, Wilson JR. Ecological research and conservation management in the Cape Floristic Region between 1945 and 2015: History, current understanding and future challenges. ACTA ACUST UNITED AC 2016. [DOI: 10.1080/0035919x.2016.1225607] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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23
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Remme RP, Schröter M. Effects of budget constraints on conservation network design for biodiversity and ecosystem services. ECOLOGICAL COMPLEXITY 2016. [DOI: 10.1016/j.ecocom.2016.03.006] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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Abstract
This paper distills core lessons about how researchers (scientists, engineers, planners, etc.) interested in promoting sustainable development can increase the likelihood of producing usable knowledge. We draw the lessons from both practical experience in diverse contexts around the world and from scholarly advances in understanding the relationships between science and society. Many of these lessons will be familiar to those with experience in crafting knowledge to support action for sustainable development. However, few are included in the formal training of researchers. As a result, when scientists and engineers first venture out of the laboratory or library with the goal of linking their knowledge with action, the outcome has often been ineffectiveness and disillusionment. We therefore articulate here a core set of lessons that we believe should become part of the basic training for researchers interested in crafting usable knowledge for sustainable development. These lessons entail at least four things researchers should know, and four things they should do. The knowing lessons involve understanding the coproduction relationships through which knowledge making and decision making shape one another in social-environmental systems. We highlight the lessons that emerge from examining those coproduction relationships through the ICAP lens, viewing them from the perspectives of Innovation systems, Complex systems, Adaptive systems, and Political systems. The doing lessons involve improving the capacity of the research community to put its understanding of coproduction into practice. We highlight steps through which researchers can help build capacities for stakeholder collaboration, social learning, knowledge governance, and researcher training.
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Petersen AH, Strange N, Anthon S, Bjørner TB, Rahbek C. Conserving what, where and how? Cost-efficient measures to conserve biodiversity in Denmark. J Nat Conserv 2016. [DOI: 10.1016/j.jnc.2015.10.004] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Redford KH, Huntley BJ, Roe D, Hammond T, Zimsky M, Lovejoy TE, da Fonseca GAB, Rodriguez CM, Cowling RM. Mainstreaming Biodiversity: Conservation for the Twenty-First Century. Front Ecol Evol 2015. [DOI: 10.3389/fevo.2015.00137] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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27
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Etxano I, Garmendia E, Pascual U, Hoyos D, Díez MÁ, Cadiñanos JA, Lozano PJ. A participatory integrated assessment approach for Natura 2000 network sites. ACTA ACUST UNITED AC 2015. [DOI: 10.1177/0263774x15612318] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Managing protected areas (PAs) requires dealing with complex social-ecological systems where multiple dimensions (i.e. social, institutional, economic and ecological) interact over time. Uni-dimensional and top-down approaches have been unable to capture this complexity. Instead, new integrated approaches that acknowledge the multidimensional nature of PAs and the diversity of social actors in the decision making process are required. In this paper we put forward a novel participatory assessment approach which integrates multiple methodologies to reflect value articulating institutions in the case of a Natura 2000 (N2000) network site in the Basque Country (Southern Europe). This novel approach is based on a social multi-criteria evaluation framework, that integrates (i) economic values derived from a choice experiment, (ii) ecological values by means of a spatial bio-geographic assessment, and (iii) a participatory process among diverse social actors. The case study shows that through the integration of diverse perspectives it is possible to achieve compromise solutions that foster the ecological values of PAs while enhancing other socio-economic benefits. Such co-benefits are important to enhance the acceptance and scope of N2000 and overcome undesirable social-ecological conflicts. We also show that the inclusion of all affected parties in a deliberative process is a key prerequisite to ensure ecologically effective and socially acceptable decisions that will lead to sustainable conservation policies.
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Affiliation(s)
- Iker Etxano
- Department of Applied Economics I, University of the Basque Country, UPV/EHU, Vitoria-Gasteiz, Spain
- EKOPOL, University of the Basque Country, UPV/EHU, Bilbao, Spain
| | | | - Unai Pascual
- Basque Centre for Climate Change, Bilbao, Spain
- Ikerbasque, Basque Science Foundation, Bilbao, Spain
- Department of Land Economy, University of Cambridge, UK
| | - David Hoyos
- EKOPOL, University of the Basque Country, UPV/EHU, Bilbao, Spain
- Department of Applied Economics III, University of the Basque Country, UPV/EHU, Bilbao, Spain
| | - María-Ángeles Díez
- Department of Applied Economics I, University of the Basque Country, UPV/EHU, Leioa, Spain
| | - José A. Cadiñanos
- Department of Geography, Prehistory and Archaeology, University of the Basque Country, UPV/EHU, Vitoria-Gasteiz, Spain
| | - Pedro J. Lozano
- Department of Geography, Prehistory and Archaeology, University of the Basque Country, UPV/EHU, Vitoria-Gasteiz, Spain
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Visconti P, Joppa L. Building robust conservation plans. CONSERVATION BIOLOGY : THE JOURNAL OF THE SOCIETY FOR CONSERVATION BIOLOGY 2015; 29:503-512. [PMID: 25362995 DOI: 10.1111/cobi.12416] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/23/2013] [Accepted: 08/06/2014] [Indexed: 06/04/2023]
Abstract
Systematic conservation planning optimizes trade-offs between biodiversity conservation and human activities by accounting for socioeconomic costs while aiming to achieve prescribed conservation objectives. However, the most cost-efficient conservation plan can be very dissimilar to any other plan achieving the set of conservation objectives. This is problematic under conditions of implementation uncertainty (e.g., if all or part of the plan becomes unattainable). We determined through simulations of parallel implementation of conservation plans and habitat loss the conditions under which optimal plans have limited chances of implementation and where implementation attempts would fail to meet objectives. We then devised a new, flexible method for identifying conservation priorities and scheduling conservation actions. This method entails generating a number of alternative plans, calculating the similarity in site composition among all plans, and selecting the plan with the highest density of neighboring plans in similarity space. We compared our method with the classic method that maximizes cost efficiency with synthetic and real data sets. When implementation was uncertain--a common reality--our method provided higher likelihood of achieving conservation targets. We found that χ, a measure of the shortfall in objectives achieved by a conservation plan if the plan could not be implemented entirely, was the main factor determining the relative performance of a flexibility enhanced approach to conservation prioritization. Our findings should help planning authorities prioritize conservation efforts in the face of uncertainty about future condition and availability of sites.
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Affiliation(s)
- Piero Visconti
- Microsoft Research, 21 Station Road, Cambridge, CB1 2FB, United Kingdom
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Abram NK, Meijaard E, Wells JA, Ancrenaz M, Pellier AS, Runting RK, Gaveau D, Wich S, Nardiyono, Tjiu A, Nurcahyo A, Mengersen K. Mapping perceptions of species' threats and population trends to inform conservation efforts: the Bornean orangutan case study. DIVERS DISTRIB 2015. [DOI: 10.1111/ddi.12286] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Affiliation(s)
- Nicola K. Abram
- Living Landscape Alliance; Aldermaston Reading RG7 8NN UK
- ARC Centre of Excellence for Environmental Decisions; University of Queensland; Brisbane Qld 4072 Australia
- HUTAN/Kinabatangan Orang-utan Conservation Programme; Kota Kinabalu Sabah Malaysia
- Durrell Institute for Conservation and Ecology; School of Anthropology and Conservation; University of Kent; Canterbury Kent UK
- Borneo Futures; People and Nature Consulting International; Ciputat Jakarta 15412 Indonesia
| | - Erik Meijaard
- Living Landscape Alliance; Aldermaston Reading RG7 8NN UK
- Borneo Futures; People and Nature Consulting International; Ciputat Jakarta 15412 Indonesia
- Center for International Forestry Research; PO Box 0113 BOCBD Bogor 16000 Indonesia
- School of Archaeology & Anthropology; Australian National University; Canberra ACT 0200 Australia
| | - Jessie A. Wells
- ARC Centre of Excellence for Environmental Decisions; University of Queensland; Brisbane Qld 4072 Australia
| | - Marc Ancrenaz
- HUTAN/Kinabatangan Orang-utan Conservation Programme; Kota Kinabalu Sabah Malaysia
- Borneo Futures; People and Nature Consulting International; Ciputat Jakarta 15412 Indonesia
- Sabah Wildlife Department; Wisma Muis; Kota Kinabalu Sabah Malaysia
| | - Anne-Sophie Pellier
- Durrell Institute for Conservation and Ecology; School of Anthropology and Conservation; University of Kent; Canterbury Kent UK
- Borneo Futures; People and Nature Consulting International; Ciputat Jakarta 15412 Indonesia
- Center for International Forestry Research; PO Box 0113 BOCBD Bogor 16000 Indonesia
| | - Rebecca K. Runting
- ARC Centre of Excellence for Environmental Decisions; University of Queensland; Brisbane Qld 4072 Australia
| | - David Gaveau
- Center for International Forestry Research; PO Box 0113 BOCBD Bogor 16000 Indonesia
| | - Serge Wich
- Research Centre in Evolutionary Anthropology and Palaeoecology; School of Natural Sciences and Psychology; Liverpool John Moores University; Liverpool UK
- Institute for Biodiversity and Ecosystem Dynamics; University of Amsterdam; 1098 XH Amsterdam The Netherlands
| | - Nardiyono
- Austindo Nusantara Jaya Agri; Jakarta Indonesia
| | | | - Anton Nurcahyo
- School of Archaeology & Anthropology; Australian National University; Canberra ACT 0200 Australia
| | - Kerrie Mengersen
- School of Mathematical Sciences; Queensland University of Technology; Brisbane Qld Australia
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30
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Exploring the Gap between Ecosystem Service Research and Management in Development Planning. SUSTAINABILITY 2014. [DOI: 10.3390/su6063802] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Di Minin E, Macmillan DC, Goodman PS, Escott B, Slotow R, Moilanen A. Conservation businesses and conservation planning in a biological diversity hotspot. CONSERVATION BIOLOGY : THE JOURNAL OF THE SOCIETY FOR CONSERVATION BIOLOGY 2013; 27:808-820. [PMID: 23565917 DOI: 10.1111/cobi.12048] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/27/2012] [Accepted: 11/05/2012] [Indexed: 06/02/2023]
Abstract
The allocation of land to biological diversity conservation competes with other land uses and the needs of society for development, food, and extraction of natural resources. Trade-offs between biological diversity conservation and alternative land uses are unavoidable, given the realities of limited conservation resources and the competing demands of society. We developed a conservation-planning assessment for the South African province of KwaZulu-Natal, which forms the central component of the Maputaland-Pondoland-Albany biological diversity hotspot. Our objective was to enhance biological diversity protection while promoting sustainable development and providing spatial guidance in the resolution of potential policy conflicts over priority areas for conservation at risk of transformation. The conservation-planning assessment combined spatial-distribution models for 646 conservation features, spatial economic-return models for 28 alternative land uses, and spatial maps for 4 threats. Nature-based tourism businesses were competitive with other land uses and could provide revenues of >US$60 million/year to local stakeholders and simultaneously help meeting conservation goals for almost half the conservation features in the planning region. Accounting for opportunity costs substantially decreased conflicts between biological diversity, agricultural use, commercial forestry, and mining. Accounting for economic benefits arising from conservation and reducing potential policy conflicts with alternative plans for development can provide opportunities for successful strategies that combine conservation and sustainable development and facilitate conservation action.
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Affiliation(s)
- Enrico Di Minin
- School of Anthropology and Conservation, Durrell Institute of Conservation and Ecology, University of Kent, CT2 7NR Canterbury, United Kingdom.
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Potts AJ, Hedderson TA, Cowling RM. Testing large-scale conservation corridors designed for patterns and processes: comparative phylogeography of three tree species. DIVERS DISTRIB 2013. [DOI: 10.1111/ddi.12113] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Affiliation(s)
- Alastair J. Potts
- Department of Biological Sciences; Bolus Herbarium; University of Cape Town; Cape Town Western Cape 7700 South Africa
| | - Terry A. Hedderson
- Department of Biological Sciences; Bolus Herbarium; University of Cape Town; Cape Town Western Cape 7700 South Africa
| | - Richard M. Cowling
- Department of Botany; Nelson Mandela Metropolitan University; Port Elizabeth Eastern Cape 6031 South Africa
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Weeks ES, Walker S, Overton JM, Clarkson B. The value of validated vulnerability data for conservation planning in rapidly changing landscapes. ENVIRONMENTAL MANAGEMENT 2013; 51:1055-1066. [PMID: 23576189 DOI: 10.1007/s00267-013-0034-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/06/2011] [Accepted: 02/28/2013] [Indexed: 06/02/2023]
Abstract
Data needed for informed conservation prioritization are generally greater than the data available, and surrogates are often used. Although the need to anticipate threats is recognized, the effectiveness of surrogates for predicting habitat loss (or vulnerability) to land-use change is seldom tested. Here, we compared properties of two different vulnerability surrogates to validated vulnerability-validated prediction of habitat conversion based on a recent assessment of land-use change. We found that neither surrogate was a particularly effective predictor of vulnerability. Importantly, both surrogates performed poorly in places most imminently threatened with habitat conversion. We also show that the majority of areas protected over the last two decades have low vulnerability to the most active threatening process in this biome (habitat conversion). The contrary patterns of vulnerability and protection suggest that use of validated vulnerability would help to clarify protection needs, which might lead to the improvement of conservation decisions. Our study suggests the integration of validated vulnerability into conservation planning tools may be an important requirement for effective conservation planning in rapidly changing landscapes. We apply our results to discuss the practical considerations and potential value of incorporating validated vulnerability into conservation planning tools both generally and in the context of New Zealand's indigenous grasslands.
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Di Virgilio G, Laffan SW, Ebach MC. Quantifying high resolution transitional breaks in plant and mammal distributions at regional extent and their association with climate, topography and geology. PLoS One 2013; 8:e59227. [PMID: 23560044 PMCID: PMC3613380 DOI: 10.1371/journal.pone.0059227] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2012] [Accepted: 02/13/2013] [Indexed: 11/18/2022] Open
Abstract
OBJECTIVES We quantify spatial turnover in communities of 1939 plant and 59 mammal species at 2.5 km resolution across a topographically heterogeneous region in south-eastern Australia to identify distributional breaks and low turnover zones where multiple species distributions overlap. Environmental turnover is measured to determine how climate, topography and geology influence biotic turnover differently across a variety of biogeographic breaks and overlaps. We identify the genera driving turnover and confirm the versatility of this approach across spatial scales and locations. METHODS Directional moving window analyses, rotated through 360°, were used to measure spatial turnover variation in different directions between gridded cells containing georeferenced plant and mammal occurrences and environmental variables. Generalised linear models were used to compare taxic turnover results with equivalent analyses for geology, regolith weathering, elevation, slope, solar radiation, annual precipitation and annual mean temperature, both uniformly across the entire study area and by stratifying it into zones of high and low turnover. Identified breaks and transitions were compared to a conservation bioregionalisation framework widely used in Australia. RESULTS/SIGNIFICANCE Detailed delineations of plant and mammal turnover zones with gradational boundaries denoted subtle variation in species assemblages. Turnover patterns often diverged from bioregion boundaries, though plant turnover adhered most closely. A prominent break zone contained either comparable or greater numbers of unique genera than adjacent overlaps, but these were concentrated in a small subsection relatively under-protected by conservation reserves. The environmental correlates of biotic turnover varied for different turnover zones in different subsections of the study area. Topography and temperature showed much stronger relationships with plant turnover in a topographically complex overlap, relative to a lowland overlap where weathering was most predictive. This method can quantify transitional turnover patterns from small to broad extents, at different resolutions for any location, and complements broad-scale bioregionalisation schemes in conservation planning.
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Affiliation(s)
- Giovanni Di Virgilio
- School of Biological Earth and Environmental Sciences, University of New South Wales, Sydney, NSW, Australia.
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Is rich and rare the common share? Describing biodiversity patterns to inform conservation practices for South American anurans. PLoS One 2013; 8:e56073. [PMID: 23409124 PMCID: PMC3567056 DOI: 10.1371/journal.pone.0056073] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2012] [Accepted: 01/04/2013] [Indexed: 12/02/2022] Open
Abstract
Species richness and range size are key features of biogeographic and macroecological analyses, which can yield a first assessment tool to define conservation priorities. Here we combined both features in a simultaneous analysis, based on range-diversity plots, to identify sets of rich-rare (high species richness with restricted ranges) and poor-rare cells (low species richness with restricted ranges). We applied this analysis to the anurans of South America and evaluated the representation of those sets of cells within the protected area system. South American anurans showed high species richness in the Brazilian Atlantic Forest and East Tropical Andes, while regions harboring most of the rare species were concentrated in the Andes and Atlantic Coast from North-Eastern Brazil to River Plate. Based on such patterns, we identified as rich-rare cells the Brazilian Atlantic Forest and Tropical Andes and as poor-rare cells the southern part of Andes and Uruguay. A low fraction of both sets of cells was represented within the protected area system. We show that a simultaneous consideration of species richness and rarity provides a rapid assessment of large-scale biodiversity patterns and may contribute to the definition of conservation priorities.
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Guerrero AM, McAllister RRJ, Corcoran J, Wilson KA. Scale mismatches, conservation planning, and the value of social-network analyses. CONSERVATION BIOLOGY : THE JOURNAL OF THE SOCIETY FOR CONSERVATION BIOLOGY 2013; 27:35-44. [PMID: 23305381 DOI: 10.1111/j.1523-1739.2012.01964.x] [Citation(s) in RCA: 57] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/22/2012] [Accepted: 10/23/2012] [Indexed: 05/04/2023]
Abstract
Many of the challenges conservation professionals face can be framed as scale mismatches. The problem of scale mismatch occurs when the planning for and implementation of conservation actions is at a scale that does not reflect the scale of the conservation problem. The challenges in conservation planning related to scale mismatch include ecosystem or ecological process transcendence of governance boundaries; limited availability of fine-resolution data; lack of operational capacity for implementation; lack of understanding of social-ecological system components; threats to ecological diversity that operate at diverse spatial and temporal scales; mismatch between funding and the long-term nature of ecological processes; rate of action implementation that does not reflect the rate of change of the ecological system; lack of appropriate indicators for monitoring activities; and occurrence of ecological change at scales smaller or larger than the scale of implementation or monitoring. Not recognizing and accounting for these challenges when planning for conservation can result in actions that do not address the multiscale nature of conservation problems and that do not achieve conservation objectives. Social networks link organizations and individuals across space and time and determine the scale of conservation actions; thus, an understanding of the social networks associated with conservation planning will help determine the potential for implementing conservation actions at the required scales. Social-network analyses can be used to explore whether these networks constrain or enable key social processes and how multiple scales of action are linked. Results of network analyses can be used to mitigate scale mismatches in assessing, planning, implementing, and monitoring conservation projects.
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Affiliation(s)
- Angela M Guerrero
- ARC Centre of Excellence for Environmental Decisions, Centre for Biodiversity & Conservation Science, University of Queensland, Brisbane, Queensland 4072, Australia
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37
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Wilhelm-Rechmann A, Cowling RM. Local land-use planning and the role of conservation: An example analysing opportunities. S AFR J SCI 2013. [DOI: 10.1590/sajs.2013/20120026] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
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Moon K, Marshall N, Cocklin C. Personal circumstances and social characteristics as determinants of landholder participation in biodiversity conservation programs. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2012; 113:292-300. [PMID: 23064247 DOI: 10.1016/j.jenvman.2012.09.003] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/05/2012] [Revised: 05/08/2012] [Accepted: 09/06/2012] [Indexed: 06/01/2023]
Abstract
Adequate conservation of biodiversity on private land remains elusive due, in part, to a failure to understand the personal circumstances and social characteristics of private landholders. Our aim was to identify those personal and social dimensions of landholders that might contribute to improved conservation policy and program design and, thereby, participation in private land conservation. We tested whether personal circumstances of landholders (e.g., lifestyle and wellbeing, information and knowledge, financial security) and social characteristics (e.g., attitudes, norms, and trust) would be important predictors of landholders' capacity and willingness to participate in biodiversity conservation programs. Forty-five participants and twenty-nine non-participants of biodiversity conservation programs in north Queensland, Australia, were surveyed to: 1) examine differences between their personal circumstances and social characteristics that may influence participation; and 2) explore whether personal circumstances and social characteristics were influenced by participation. The results revealed that, compared to participants, non-participants in conservation programs had significantly different personal circumstances and social characteristics for four of eight measured variables. Compared to participants, non-participants demonstrated a reduced capacity and willingness to participate in conservation programs. Participation did not appear to have a strong influence on participants' personal circumstances or social characteristics, and when social norms supported conservation, programs did not demonstrate additionality. Conservation policies that maintain or improve landholders' personal circumstances and that promote pro-environmental norms may result in increased participation and thereby conservation outcomes.
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Affiliation(s)
- Katie Moon
- James Cook University, School of Earth & Environmental Science, Townsville, QLD 4811, Australia.
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Kukkala AS, Moilanen A. Core concepts of spatial prioritisation in systematic conservation planning. Biol Rev Camb Philos Soc 2012; 88:443-64. [PMID: 23279291 PMCID: PMC3654170 DOI: 10.1111/brv.12008] [Citation(s) in RCA: 156] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2012] [Revised: 11/09/2012] [Accepted: 11/20/2012] [Indexed: 11/29/2022]
Abstract
Systematic conservation planning (SCP) is a field of conservation biology concerned with delivering on-the-ground actions that achieve conservation goals. It describes a set of operational models that cover both design and implementation of conservation, with a strong focus on mobilising the collective action typically required to implement conservation. SCP, as it was originally described, was composed of six different stages: collection of data, identification of conservation goals, evaluation of the existing protected area network, design of expansions, implementation of conservation action, and long-term maintenance of biodiversity in the network. Since then, the operational model has been expanded into several different variants. Conservation actions applied inside SCP include establishment and expansion of reserve networks and allocation of habitat restoration and management. Within the broader context of SCP, there is a fundamental biogeographic-economic analysis frequently called spatial conservation prioritisation or conservation assessment, which is used for identifying where important areas for biodiversity are and how conservation goals might be achieved efficiently. Here, we review the usage and meaning of the 12 biogeographic-economic core concepts of SCP: adequacy, complementarity, comprehensiveness, effectiveness, efficiency, flexibility, irreplaceability, replacement cost, representation, representativeness, threat, and vulnerability. Some of the concepts have clear definitions whereas others may have alternative and possibly conflicting definitions. With a comprehensive literature review literature, we elucidate the historical backgrounds of these concepts, the first definitions and usages, alternative later definitions, key applications, and prior reviews. This review reduces linguistic uncertainty in the application of SCP. Since SCP is a global activity with a multitude of different stakeholders involved, it is vital that those involved can speak the same language. Through these concepts, this review serves as a source of information about the historical development of SCP. It provides a comprehensive review for anyone wishing to understand the key concepts of spatial prioritisation within SCP.
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Affiliation(s)
- Aija S Kukkala
- Department of Biosciences, University of Helsinki, PO Box 65, FIN-00014, Helsinki, Finland
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Future land use effects on the connectivity of protected area networks in southeastern Spain. J Nat Conserv 2012. [DOI: 10.1016/j.jnc.2012.07.001] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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Ensuring local stakeholder support for marine conservation: establishing a locally-managed marine area network in Aceh. ORYX 2012. [DOI: 10.1017/s0030605312000166] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
AbstractMultidisciplinary approaches to managing seascapes are increasingly being recognized as best practice and therefore prioritized by conservation agencies. For most coastal areas the strengthening of customary marine tenure, rules and regulations should yield even greater biodiversity and livelihood benefits. Here, we present the conservation planning results from a locally-managed marine area programme initiated by the Government of Aceh, Indonesia, which aimed to empower coastal communities to sustainably and equitably manage marine resources with local government. In 2008 the government established a Marine and Fisheries Task Force to identify priority areas for marine biodiversity (through systematic conservation planning) and coastal communities (through participatory planning). In addition to the existing 264,788 ha of marine management units, systematic planning identified another 53,372 ha. However, the subsequent stakeholder participation phase, involving intensive local consultations, further expanded the locally-managed marine area network by 6,725 ha and to a total of 23 locally-managed marine areas. This combined approach had additional benefits because it generated a strong sense of local ownership. For communities it initiated a process for recognizing their customary claimed areas and resolved overlapping boundaries between neighbouring communities, thereby reducing the likelihood of future conflicts over natural resource use. For government, it provided the basis of a robust governance system, with 34 new or revised decrees being completed and an additional USD 1.6 million being allocated for implementation of locally-managed marine areas. This participatory approach should considerably increase the successful delivery of a sustainable and equitable locally-managed marine area network for Aceh, which has wide application for the South-east Asian region and beyond.
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Bottrill MC, Mills M, Pressey RL, Game ET, Groves C. Evaluating perceived benefits of ecoregional assessments. CONSERVATION BIOLOGY : THE JOURNAL OF THE SOCIETY FOR CONSERVATION BIOLOGY 2012; 26:851-61. [PMID: 22827171 DOI: 10.1111/j.1523-1739.2012.01898.x] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/06/2023]
Abstract
The outcomes of systematic conservation planning (process of assessing, implementing, and managing conservation areas) are rarely reported or measured formally. A lack of consistent or rigorous evaluation in conservation planning has fueled debate about the extent to which conservation assessment (identification, design, and prioritization of potential conservation areas) ultimately influences actions on the ground. We interviewed staff members of a nongovernmental organization, who were involved in 5 ecoregional assessments across North and South America and the Asia-Pacific region. We conducted 17 semistructured interviews with open and closed questions about the perceived purpose, outputs, and outcomes of the ecoregional assessments in which respondents were involved. Using qualitative data collected from those interviews, we investigated the types and frequency of benefits perceived to have emerged from the ecoregional assessments and explored factors that might facilitate or constrain the flow of benefits. Some benefits reflected the intended purpose of ecoregional assessments. Other benefits included improvements in social interactions, attitudes, and institutional knowledge. Our results suggest the latter types of benefits enable ultimate benefits of assessments, such as guiding investments by institutional partners. Our results also showed a clear divergence between the respondents' expectations and perceived outcomes of implementation of conservation actions arising from ecoregional assessments. Our findings suggest the need for both a broader perspective on the contribution of assessments to planning goals and further evaluation of conservation assessments.
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Affiliation(s)
- Madeleine C Bottrill
- The University of Queensland, School of Biological Sciences, St Lucia QLD 4072, Australia.
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Venter O, Possingham HP, Hovani L, Dewi S, Griscom B, Paoli G, Wells P, Wilson KA. Using systematic conservation planning to minimize REDD+ conflict with agriculture and logging in the tropics. Conserv Lett 2012. [DOI: 10.1111/j.1755-263x.2012.00287.x] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
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Mills M, Adams VM, Pressey RL, Ban NC, Jupiter SD. Where do national and local conservation actions meet? Simulating the expansion of ad hoc and systematic approaches to conservation into the future in Fiji. Conserv Lett 2012. [DOI: 10.1111/j.1755-263x.2012.00258.x] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
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Cohen PJ, Evans LS, Mills M. Social networks supporting governance of coastal ecosystems in Solomon Islands. Conserv Lett 2012. [DOI: 10.1111/j.1755-263x.2012.00255.x] [Citation(s) in RCA: 92] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
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Metcalfe K, Delavenne J, Garcia C, Foveau A, Dauvin JC, Coggan R, Vaz S, Harrop SR, Smith RJ. Impacts of data quality on the setting of conservation planning targets using the species-area relationship. DIVERS DISTRIB 2012. [DOI: 10.1111/j.1472-4642.2012.00921.x] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022] Open
Affiliation(s)
- Kristian Metcalfe
- Durrell Institute of Conservation and Ecology; University of Kent; Canterbury; Kent; CT2 7NR; UK
| | - Juliette Delavenne
- Laboratoire Ressources Halieutiques; Institut Français de Recherche pour l'exploitation de la Mer (IFREMER); 62321; Boulogne-sur-Mer; France
| | - Clément Garcia
- The Centre for Environment; Fisheries and Aquaculture Science (CEFAS); Lowestoft; NR33 0HT; UK
| | - Aurélie Foveau
- Laboratoire Environnement Littoral & Ressources Aquacoles Finistère-Bretagne Nord; Institut Français de Recherche pour l'exploitation de la Mer (IFREMER); CRESCO; 35801; Dinard; France
| | - Jean-Claude Dauvin
- Laboratoire Morphodynamique Continentale et Côtière; Université de Caen Basse Normandie; UMR CNRS 6143 M2C; F-14000; Caen; France
| | - Roger Coggan
- The Centre for Environment; Fisheries and Aquaculture Science (CEFAS); Lowestoft; NR33 0HT; UK
| | - Sandrine Vaz
- Laboratoire Ressources Halieutiques; Institut Français de Recherche pour l'exploitation de la Mer (IFREMER); 62321; Boulogne-sur-Mer; France
| | - Stuart R. Harrop
- Durrell Institute of Conservation and Ecology; University of Kent; Canterbury; Kent; CT2 7NR; UK
| | - Robert J. Smith
- Durrell Institute of Conservation and Ecology; University of Kent; Canterbury; Kent; CT2 7NR; UK
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Milner-Gulland EJ. Interactions between human behaviour and ecological systems. Philos Trans R Soc Lond B Biol Sci 2012; 367:270-8. [PMID: 22144389 DOI: 10.1098/rstb.2011.0175] [Citation(s) in RCA: 102] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Research on the interactions between human behaviour and ecological systems tends to focus on the direct effects of human activities on ecosystems, such as biodiversity loss. There is also increasing research effort directed towards ecosystem services. However, interventions to control people's use of the environment alter the incentives that natural resource users face, and therefore their decisions about resource use. The indirect effects of conservation interventions on biodiversity, modulated through human decision-making, are poorly studied but are likely to be significant and potentially counterintuitive. This is particularly so where people are dependent on multiple natural resources for their livelihoods, when both poverty and biodiversity loss are acute. An inter-disciplinary approach is required to quantify these interactions, with an understanding of human decision-making at its core; otherwise, predictions about the impacts of conservation policies may be highly misleading.
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Affiliation(s)
- E J Milner-Gulland
- Department of Life Sciences, Imperial College London, Silwood Park Campus, Buckhurst Road, Ascot SL5 7PY, UK.
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Allnutt TF, McClanahan TR, Andréfouët S, Baker M, Lagabrielle E, McClennen C, Rakotomanjaka AJM, Tianarisoa TF, Watson R, Kremen C. Comparison of marine spatial planning methods in Madagascar demonstrates value of alternative approaches. PLoS One 2012; 7:e28969. [PMID: 22359534 PMCID: PMC3281012 DOI: 10.1371/journal.pone.0028969] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2011] [Accepted: 11/18/2011] [Indexed: 11/25/2022] Open
Abstract
The Government of Madagascar plans to increase marine protected area coverage by over one million hectares. To assist this process, we compare four methods for marine spatial planning of Madagascar's west coast. Input data for each method was drawn from the same variables: fishing pressure, exposure to climate change, and biodiversity (habitats, species distributions, biological richness, and biodiversity value). The first method compares visual color classifications of primary variables, the second uses binary combinations of these variables to produce a categorical classification of management actions, the third is a target-based optimization using Marxan, and the fourth is conservation ranking with Zonation. We present results from each method, and compare the latter three approaches for spatial coverage, biodiversity representation, fishing cost and persistence probability. All results included large areas in the north, central, and southern parts of western Madagascar. Achieving 30% representation targets with Marxan required twice the fish catch loss than the categorical method. The categorical classification and Zonation do not consider targets for conservation features. However, when we reduced Marxan targets to 16.3%, matching the representation level of the “strict protection” class of the categorical result, the methods show similar catch losses. The management category portfolio has complete coverage, and presents several management recommendations including strict protection. Zonation produces rapid conservation rankings across large, diverse datasets. Marxan is useful for identifying strict protected areas that meet representation targets, and minimize exposure probabilities for conservation features at low economic cost. We show that methods based on Zonation and a simple combination of variables can produce results comparable to Marxan for species representation and catch losses, demonstrating the value of comparing alternative approaches during initial stages of the planning process. Choosing an appropriate approach ultimately depends on scientific and political factors including representation targets, likelihood of adoption, and persistence goals.
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Affiliation(s)
- Thomas F Allnutt
- Department of Environmental Science, Policy and Management, University of California, Berkeley, Berkeley, California, United States of America.
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