A spatial framework for targeting urban planning for pollinators and people with local stakeholders: A route to healthy, blossoming communities?

Ahrné, 2009, Bumble bees (Bombus spp) along a gradient of increasing urbanization, PLoS One, 4, e5574, 10.1371/journal.pone.0005574 Anderson, 2011, Species-specific tuning increases robustness to sampling bias in models of species distributions: an implementation with Maxent, Ecol. Modell., 222, 2796, 10.1016/j.ecolmodel.2011.04.011 Andersson, 2007, Measuring social–ecological dynamics behind the generation of ecosystem services, Ecol. Appl., 17, 1267, 10.1890/06-1116.1 Andersson, 2014, Reconnecting cities to the biosphere: stewardship of green infrastructure and urban ecosystem services, Ambio, 43, 445, 10.1007/s13280-014-0506-y Andersson, 2015, Cultural ecosystem services as a gateway for improving urban sustainability, Ecosyst. Serv., 12, 165, 10.1016/j.ecoser.2014.08.002 Angelstam, 2003, Two-dimensional gap analysis: a tool for efficient conservation planning and biodiversity policy implementation, Hum. Environ., 32, 527, 10.1579/0044-7447-32.8.527 Baldock, K.C.R., Goddard, M.A., Hicks, D.M., Kunin, E., Mitschunas, N., Osgathorpe, L.M., Potts, S.G., Robertson, K.M., Scott, A.V., Stone, G.N., Vaughan, I.P., Memmott, J., 2015a. Where is the UK’s pollinator biodiversity? The importance of urban areas for flower-visiting insects. Proceedings R. Soc. Biol. Sci. 282, 20142849. doi:10.1098. Baldock, 2015, Managing urban areas for insect pollinators: As town and cities continue to grow how can land managers help insect pollinators in urban areas? Living With Environmental Change Policy and Practice Notes, Note No. 20 - Insect Pollinators Initiat. Barthel, 2010, Social-ecological memory in urban gardens-Retaining the capacity for management of ecosystem services, Glob. Environ. Chang, 20, 255, 10.1016/j.gloenvcha.2010.01.001 Bates, 2011, Changing bee and hoverfly pollinator assemblages along an urban-rural gradient, PLoS One, 6 Bellamy, 2015, Predicting Species Distributions Using Record Centre Data: multi-scale Modelling of Habitat Suitability for Bat Roosts, PLoS One, 10, e0128440, 10.1371/journal.pone.0128440 Bellamy, 2013, Multiscale, presence-only habitat suitability models: fine-resolution maps for eight bat species, J. Appl. Ecol., 50, 892, 10.1111/1365-2664.12117 Blaauw, 2014, Larger patches of diverse floral resources increase insect pollinator density, diversity, and their pollination of native wildflowers, Basic Appl. Ecol., 15, 701, 10.1016/j.baae.2014.10.001 Blair, 1999, Birds and butterflies along an urban gradient: surrogate taxa for assessing biodiversity?, Ecol. Appl., 9, 164, 10.1890/1051-0761(1999)009[0164:BABAAU]2.0.CO;2 Boakes, 2010, Distorted views of biodiversity: spatial and temporal bias in species occurrence data, PLoS Biol., 8, e1000385, 10.1371/journal.pbio.1000385 Boria, 2014, Spatial filtering to reduce sampling bias can improve the performance of ecological niche models, Ecol. Modell., 275, 73, 10.1016/j.ecolmodel.2013.12.012 Bratman, 2015, The benefits of nature experience: improved affect and cognition, Landsc. Urban Plan., 138, 41, 10.1016/j.landurbplan.2015.02.005 Brown, 2014, Key issues and research priorities for public participation GIS (PPGIS): a synthesis based on empirical research, Appl. Geogr., 46, 122, 10.1016/j.apgeog.2013.11.004 Brown, 2014, SDMtoolbox: a python-based GIS toolkit for landscape genetic, biogeographic and species distribution model analyses, Methods Ecol. Evol., 5, 694, 10.1111/2041-210X.12200 BugLife, 2016. B-Lines [WWW Document]. URL 〈https://www.buglife.org.uk/campaigns-and-our-work/habitat-projects/b-lines〉 (accessed 29 November 2016). Burnham, 2002, Information and likelihood theory: a basis for model selection and inference, Model Sel. Mutlimdel Inference.: A Pract. Inf.-Theor. Approach Fort Collins, USA, 49 Carrus, 2015, Go greener, feel better? The positive effects of biodiversity on the well-being of individuals visiting urban and peri-urban green areas, Landsc. Urban Plan., 134, 221, 10.1016/j.landurbplan.2014.10.022 Carvell, 2002, Habitat use and conservation of bumblebees (Bombus spp.) under different grassland management regimes, Biol. Conserv., 103, 33, 10.1016/S0006-3207(01)00114-8 Carvell, 2006, Declines in forage availability for bumblebees at a national scale, Biol. Conserv., 132, 481, 10.1016/j.biocon.2006.05.008 City of Edinburgh Council, 2015a. Strategic development areas: zone plans - Report by the Economy Committee. Edinburgh. City of Edinburgh Council, 2015b. Natural heritage and open space: Urban green space, Edinburgh’s state of the environment audit. Edinburgh. Cox, 2016, Movement of feeder-using songbirds: the influence of urban features, Sci. Rep., 6, 37669, 10.1038/srep37669 Cox, 2017, Doses of nearby nature simultaneously associated with multiple health benefits, Int. J. Environ. Res. Public Health, 14, 172, 10.3390/ijerph14020172 Cox, 2017, Doses of neighborhood nature: the benefits for mental health of living with nature, Bioscience, 67, 147 Dallimer, 2012, Biodiversity and the feel-good factor: understanding associations between self-reported human well-being and species richness, Bioscience, 62, 47, 10.1525/bio.2012.62.1.9 De Ridder, 2004, An integrated methodology to assess the benefits of urban green space, Sci. Total Environ., 334–335, 489, 10.1016/j.scitotenv.2004.04.054 Defra, 2014. The National Pollinator Strategy: for bees and other pollinators in England, Defra Report. Dennis, 2016, User participation in urban green commons: exploring the links between access, voluntarism, biodiversity and well being, Urban For. Urban Green., 15, 22, 10.1016/j.ufug.2015.11.009 Edinburgh Living Landscape, 2016. Workshop 24 Oct 2016 - Developing the Edinburgh Pollinator Pledge [WWW Document]. URL 〈https://sway.com/FJDXPCjpSxTX3CJJ〉 (accessed 29 November 2016). Eigenbrod, F., Anderson, B.J., Armsworth, P.R., Heinemeyer, A., Jackson, S.F., Parnell, M., Thomas, C.D., Gaston, K.J., 2009. Ecosystem service benefits of contrasting conservation strategies in a human-dominated region. Proceedings R. Soc. B Biol. Sci. 276, 2903–2911. doi:10.1098/rspb.2009.0528. Elith, 2006, Chapter 6 - Conservation prioritisation using species distribution modelling, 1 Elith, 2009, Species distribution models: ecological explanation and prediction across space and time, Annu. Rev. Ecol. Evol. Syst., 40, 677, 10.1146/annurev.ecolsys.110308.120159 European Commission, 2015. Towards an EU Research and Innovation policy agenda for Nature-Based Solutions & Re-Naturing Cities. doi:10.2777/765301. European Union, 2016. Urban Europe: Statistics on cities, towns and suburbs. Fish, 2011, Environmental decision making and an ecosystems approach: some challenges from the perspective of social science, Prog. Phys. Geogr., 35, 671, 10.1177/0309133311420941 Fontaine, 2006, Functional diversity of plant-pollinator interaction webs enhances the persistence of plant communities, PLoS Biol., 4, 0129 Foster, 2016, An assessment of bumblebee (Bombus spp) land use and floral preference in UK gardens and allotments cultivated for food, Urban Ecosyst., 1 Franklin, 2009 Fuller, 2007, Psychological benefits of greenspace increase with biodiversity, Biol. Lett., 3, 390, 10.1098/rsbl.2007.0149 Garbuzov, 2015, Public approval plus more wildlife: twin benefits of reduced mowing of amenity grass in a suburban public park in Saltdean, Uk. Insect Conserv. Divers, 8, 107, 10.1111/icad.12085 Garibaldi, 2011, Stability of pollination services decreases with isolation from natural areas despite honey bee visits, Ecol. Lett., 14, 1062, 10.1111/j.1461-0248.2011.01669.x Garmendia, 2016, Biodiversity and Green Infrastructure in Europe: boundary object or ecological trap?, Land Use Policy, 56, 315, 10.1016/j.landusepol.2016.04.003 Gascon, 2015, Mental health benefits of long-term exposure to residential green and blue spaces: a systematic review, Int. J. Environ. Res. Public Health, 12, 4354, 10.3390/ijerph120404354 Gaston, 2005, Urban domestic gardens (II): experimental tests of methods for increasing biodiversity, Biodivers. Conserv., 14, 395, 10.1007/s10531-004-6066-x Gill, 2016, Chapter four – Protecting an ecosystem service: approaches to understanding and mitigating threats to wild insect pollinators, Adv. Ecol. Res., 135, 10.1016/bs.aecr.2015.10.007 Goddard, 2010, Scaling up from gardens: biodiversity conservation in urban environments, Trends Ecol. Evol., 25, 90, 10.1016/j.tree.2009.07.016 Graham, 2004, New developments in museum-based informatics and applications in biodiversity analysis, Trends Ecol. Evol., 19, 497, 10.1016/j.tree.2004.07.006 Guisan, 2013, Predicting species distributions for conservation decisions, Ecol. Lett., 1424, 10.1111/ele.12189 Guisan, 2000, Predictive habitat distribution models in ecology, Ecol. Modell., 135, 147, 10.1016/S0304-3800(00)00354-9 Hall, D.M., Camilo, G.R., Tonietto, R.K., Ollerton, J., Ahrn, K., Arduser, M., Ascher, J.S., Baldock, K.C.R., Fowler, R., Frankie, G., Goulson, D., Gunnarsson, B., Hanley, M.E., Jackson, J.I., Langellotto, G., Lowenstein, D., Minor, E.S., Philpott, S.M., Potts, S.G., Sirohi, M.H., Spevak, E.M., Stone, G.N., Threlfall, C.G., Avenue, L., Louis, S., 2016. The city as a refuge for insect pollinators 31, 24–29. doi: http://dx.doi.org/10.1111/cobi.12840. Hansen, 2014, From multifunctionality to multiple ecosystem services? A conceptual framework for multifunctionality in green infrastructure planning for urban areas, Ambio, 43, 516, 10.1007/s13280-014-0510-2 Harrison, 2015, Urban drivers of plant-pollinator interactions, Funct. Ecol., 29, 879, 10.1111/1365-2435.12486 Hartig, 2014, Nature and Health, Annu. Rev. Public Health, 35, 207, 10.1146/annurev-publhealth-032013-182443 Hernandez, 2009, Ecology of urban bees: a review of current knowledge and directions for future study, Cities Environ., 2, 3, 10.15365/cate.2132009 Hicks, 2016, Food for pollinators: quantifying the nectar and pollen resources of urban flower meadows, PLoS One, 1 Hijmans, A.R.J., Phillips, S., Leathwick, J., Elith, J., 2016. R package dismo. Hopfenmuller, 2014, Trait-specific responses of wild bee communities to landscape composition, configuration and local factors, PLoS One, 9 Huck, 2014, Spraycan: a PPGIS for capturing imprecise notions of place, Appl. Geogr., 55, 229, 10.1016/j.apgeog.2014.09.007 Hülsmann, 2015, Plant diversity and composition compensate for negative effects of urbanization on foraging bumble bees, Apidologie, 46, 760, 10.1007/s13592-015-0366-x Jueterbock, A., 2015. MaxentVariableSelection vignette. Jueterbock, 2016, The fate of the Arctic seaweed Fucus distichus under climate change: an ecological niche modeling approach, Ecol. Evol., 6, 1712, 10.1002/ece3.2001 Kaluza, 2016, Urban gardens promote bee foraging over natural habitats and plantations, Ecol. Evol., 10.1002/ece3.1941 Kells, 2003, Preferred nesting sites of bumblebee queens (Hymenoptera: apidae) in agroecosystems in the UK, Biol. Conserv., 109, 165, 10.1016/S0006-3207(02)00131-3 Keniger, 2013, What are the benefits of interacting with nature?, Int. J. Environ. Res. Public Health, 10, 913, 10.3390/ijerph10030913 Konijnendijk van den Bosch, C., 2013. Local society for ecosystem conservation and ecosystem service provision - Introducing the European GREEN SURGE project. pp. 1–13. Lindemann-Matthies, 2010, The influence of plant diversity on people’s perception and aesthetic appreciation of grassland vegetation, Biol. Conserv., 143, 195, 10.1016/j.biocon.2009.10.003 Liu, 2013, Selecting thresholds for the prediction of species occurrence with presence-only data, J. Biogeogr., 40, 778, 10.1111/jbi.12058 Łopucki, 2015, Urban green space conservation and management based on biodiversity of terrestrial fauna – A decision support tool. Urban For, Urban Green., 14, 508, 10.1016/j.ufug.2015.05.001 Maes, 2012, Synergies and trade-offs between ecosystem service supply, biodiversity, and habitat conservation status in Europe, Biol. Conserv., 155, 1, 10.1016/j.biocon.2012.06.016 Maes, J., Zulian, G., Thijsse, M., Castell, C.F.B., Ferreira, A.M., Melo, J., Garrett, C.P., David, N., Alzett, C., Geneletti, D., Cortinovis, C., Zwierzchowska, I., Louro Alves, F., Souto Cruz, C., Blasi, C., Alós Ortí, M.M., Attorre, F., Azzella, M.M., Capotorti, G., Copiz, R., Fusaro, L., Manes, F., Marando, F., Marchetti, M., Mollo, B., Salvatori, E., Zavattero, L., Zingari, P., Giarratano, M.C., Bianchi, E., Duprè, E., Barton, D., Stange, E., Perez-Soba, M., van Eupen, M., Verweij, P., de Vries, A., Kruse, H., Polce, C., Cugny-Seguin, M., Erhard, M., Nicolau, R., Fonseca, A., Fritz, M., Teller, A., Nicolau R., Fonseca A., Fritz M, T.A., 2016. Mapping and Assessment of Ecosystems and their Services. Urban Ecosystems. Luxembourg. Maller, 2006, Healthy nature healthy people: “contact with nature” as an upstream health promotion intervention for populations, Health Promot. Int., 21, 45, 10.1093/heapro/dai032 Mathieu, 2007, Mapping private gardens in urban areas using object-oriented techniques and very high-resolution satellite imagery, Landsc. Urban Plan., 81, 179, 10.1016/j.landurbplan.2006.11.009 Matteson, 2010, Determinates of inner city butterfly and bee species richness, Urban Ecosyst., 13, 333, 10.1007/s11252-010-0122-y McFrederick, 2006, Are urban parks refuges for bumble bees Bombus spp. (Hymenoptera: apidae)?, Biol. Conserv., 129, 372, 10.1016/j.biocon.2005.11.004 Merckx, 2011, Null models reveal preferential sampling, spatial autocorrelation and overfitting in habitat suitability modelling, Ecol. Modell., 222, 588, 10.1016/j.ecolmodel.2010.11.016 Merow, 2013, A practical guide to MaxEnt for modeling species' distributions: what it does, and why inputs and settings matter, Ecography (Cop.), 36, 1058, 10.1111/j.1600-0587.2013.07872.x Mitchell, 2008, Effect of exposure to natural environment on health inequalities: an observational population study, Lancet, 372, 1655, 10.1016/S0140-6736(08)61689-X Monteiro, 2016, The impact of greenspace size on the extent of local nocturnal air temperature cooling in London. Urban For, Urban Green., 16, 160, 10.1016/j.ufug.2016.02.008 Mortberg, 2007, Landscape ecological assessment: a tool for integrating biodiversity issues in strategic environmental assessment and planning, J. Environ. Manag., 82, 457, 10.1016/j.jenvman.2006.01.005 Mörtberg, 2007, Landscape ecological assessment: a tool for integrating biodiversity issues in strategic environmental assessment and planning, J. Environ. Manag., 82, 457, 10.1016/j.jenvman.2006.01.005 Olsson, 2004, Adaptive comanagement for building resilience in social-ecological systems, Environ. Manag., 34, 75, 10.1007/s00267-003-0101-7 Osborne, 2008, Quantifying and comparing bumblebee nest densities in gardens and countryside habitats, J. Appl. Ecol., 45, 784, 10.1111/j.1365-2664.2007.01359.x Paoletti, 2012 Pearce, 2010, Environmental justice and health: the implications of the socio-spatial distribution of multiple environmental deprivation for health inequalities in the United Kingdom, Trans. Inst. Br. Geogr., 35, 522, 10.1111/j.1475-5661.2010.00399.x Pearson, 2007, Predicting species distributions from small numbers of occurrence records: a test case using cryptic geckos in Madagascar, J. Biogeogr., 34, 102, 10.1111/j.1365-2699.2006.01594.x Pett, 2016, Unpacking the People – Biodiversity Paradox: a Conceptual Framework, Bioscience, 66, 576, 10.1093/biosci/biw036 Phillips, 2006, Maximum entropy modeling of species geographic distributions, Ecol. Modell., 190, 231, 10.1016/j.ecolmodel.2005.03.026 Phillips, 2008, Modeling of species distributions with Maxent: new extensions and a comprehensive evaluation, Ecography (Cop.), 31, 161, 10.1111/j.0906-7590.2008.5203.x Phillips, 2009, Sample selection bias and presence-only distribution models: implications for background and pseudo-absence data, Ecol. Appl., 19, 181, 10.1890/07-2153.1 Potts, 2010, Global pollinator declines: trends, impacts and drivers, Trends Ecol. Evol., 25, 345, 10.1016/j.tree.2010.01.007 Qiu, 2013, Is biodiversity attractive?— On-site perception of recreational and biodiversity values in urban green space, Landsc. Urban Plan., 119, 136, 10.1016/j.landurbplan.2013.07.007 Raymond, 2010, Integrating local and scientific knowledge for environmental management, J. Environ. Manag., 91, 1766, 10.1016/j.jenvman.2010.03.023 Ricketts, 2008, Landscape effects on crop pollination services: are there general patterns?, Ecol. Lett., 11, 499, 10.1111/j.1461-0248.2008.01157.x Roy, 2016, Focal plant observations as a standardised method for pollinator monitoring: opportunities and limitations for mass participation citizen science, PLoS One, 1 Sandström, 2006, Urban comprehensive planning - Identifying barriers for the maintenance of functional habitat networks, Landsc. Urban Plan., 75, 43, 10.1016/j.landurbplan.2004.11.016 Schulp, 2011, Consequences of Uncertainty in Global-Scale Land Cover Maps for Mapping Ecosystem Functions: an Analysis of Pollination Efficiency, Remote Sens, 3, 2057, 10.3390/rs3092057 Scottish Wildlife Trust, 2014. Edinburgh Living Landscape Programme Plan. Edinburgh. Shaker, 2015, The well-being of nations: an empirical assessment of sustainable urbanization for Europe, Int. J. Sustain. Dev. World Ecol., 1, 10.1080/13504509.2015.1055524 Shcheglovitova, 2013, Estimating optimal complexity for ecological niche models: a jackknife approach for species with small sample sizes, Ecol. Modell., 269, 9, 10.1016/j.ecolmodel.2013.08.011 Shwartz, 2014, Enhancing urban biodiversity and its influence on city-dwellers: an experiment, Biol. Conserv., 171, 82, 10.1016/j.biocon.2014.01.009 Smith, 2015 Smith, 2006, Urban domestic gardens (IX): composition and richness of the vascular plant flora, and implications for native biodiversity, Biol. Conserv., 129, 312, 10.1016/j.biocon.2005.10.045 Southon, 2017, Landscape and Urban Planning Biodiverse perennial meadows have aesthetic value and increase residents' perceptions of site quality in urban green-space, Landsc. Urban Plan., 158, 105, 10.1016/j.landurbplan.2016.08.003 Speak, 2015, Allotment gardens and parks: provision of ecosystem services with an emphasis on biodiversity, Urban For. Urban Green., 10.1016/j.ufug.2015.07.007 Stubbs, 2002 Syfert, 2013, The effects of sampling bias and model complexity on the predictive performance of MaxEnt species distribution models, PLoS One, 8, e55158, 10.1371/journal.pone.0055158 The Scottish Government, 2014. Scotland’s Third National Planning Framework - Proposed Framework. The Scottish Government, 2012 Theodorou, P., Radzevic, R., Murray, E., Paxton, R.J., Schweiger, O., 2016. Pollination services enhanced with urbanization despite increasing pollinator parasitism. doi:rspb.2016.0561. TNS, 2014. Scotland’s People and Nature Survey 2013/14 1–105. Tommasi, 2005, Bee diversity and abundance in an urban setting, Can. Entomol., 136, 851, 10.4039/n04-010 Tulloch, 2016, Conservation planners tend to ignore improved accuracy of modelled species distributions to focus on multiple threats and ecological processes, Biol. Conserv., 199, 157, 10.1016/j.biocon.2016.04.023 van der Jagt, A.P.N., Viergever, K., 2015. GREEN SURGE Milestone 47: Functional Urban Learning Lab Interface Developed. Copenhagen. van der Wal, 2015, Mapping species distributions: a comparison of skilled naturalist and lay citizen science recording, Ambio, 44, 584, 10.1007/s13280-015-0709-x Vanbergen, 2013, Threats to an ecosystem service: pressures on pollinators, Front. Ecol. Environ., 11, 251, 10.1890/120126 Veloz, 2009, Spatially autocorrelated sampling falsely inflates measures of accuracy for presence-only niche models, J. Biogeogr., 36, 2290, 10.1111/j.1365-2699.2009.02174.x Villero, 2016, Integrating species distribution modelling into decision-making to inform conservation actions, Biodivers. Conserv., 1 Vujić, 2016, Prime Hoverfly (Insecta: diptera: Syrphidae) Areas (PHA) as a conservation tool in Serbia, Biol. Conserv., 198, 22, 10.1016/j.biocon.2016.03.032 Ward Thompson, 2013, Woodland improvements in deprived urban communities: what impact do they have on people's activities and quality of life?, Landsc. Urban Plan., 118, 79, 10.1016/j.landurbplan.2013.02.001 Warren, 2010, ENMTools: a toolbox for comparative studies of environmental niche models, Ecography (Cop.), 33, 607 Warton, 2013, Model-based control of observer bias for the analysis of presence-only data in ecology, PLoS One, 8, e79168, 10.1371/journal.pone.0079168 Waylen, 2014, The need to disentangle key concepts from ecosystem-approach jargon, Conserv. Biol., 28, 1215, 10.1111/cobi.12331 Young, 2013, Does stakeholder involvement really benefit biodiversity conservation?, Biol. Conserv, 158, 359, 10.1016/j.biocon.2012.08.018