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Volumn 20, Issue 9, 2014, Pages 2815-2828

Climate-driven spatial mismatches between British orchards and their pollinators: Increased risks of pollination deficits

Author keywords

Climate change; Maxent; Perennial fruit; Pollination services; Range shifts; Species distribution models

Indexed keywords

CLIMATE CHANGE; CLIMATE CONDITIONS; ENVIRONMENTAL CONDITIONS; ENVIRONMENTAL FACTOR; FRUIT; ORCHARD; PERENNIAL PLANT; POLLINATION; POLLINATOR;

EID: 84904979329     PISSN: 13541013     EISSN: 13652486     Source Type: Journal    
DOI: 10.1111/gcb.12577     Document Type: Article
Times cited : (58)

References (75)
  • 2
    • 67650751235 scopus 로고    scopus 로고
    • How much does agriculture depend on pollinators? lessons from long-term trends in crop production
    • Aizen MA, Garibaldi LA, Cunningham SA, Klein AM (2009) How much does agriculture depend on pollinators? lessons from long-term trends in crop production. Annals of Botany, 103, 1579-1588.
    • (2009) Annals of Botany , vol.103 , pp. 1579-1588
    • Aizen, M.A.1    Garibaldi, L.A.2    Cunningham, S.A.3    Klein, A.M.4
  • 3
    • 52649167878 scopus 로고    scopus 로고
    • Valuing insect pollination services with cost of replacement
    • Allsopp MH, de Lange WJ, Veldtman R (2008) Valuing insect pollination services with cost of replacement. PLoS ONE, 3, e3128.
    • (2008) PLoS ONE , vol.3
    • Allsopp, M.H.1    de Lange, W.J.2    Veldtman, R.3
  • 4
    • 33847675260 scopus 로고    scopus 로고
    • Species distribution models and ecological theory: a critical assessment and some possible new approaches
    • Austin M (2007) Species distribution models and ecological theory: a critical assessment and some possible new approaches. Ecological Modelling, 200, 1-19.
    • (2007) Ecological Modelling , vol.200 , pp. 1-19
    • Austin, M.1
  • 5
    • 33746537975 scopus 로고    scopus 로고
    • Parallel declines in pollinators and insect-pollinated plants in Britain and the Netherlands
    • Biesmeijer JC, Roberts SPM, Reemer M et al. (2006) Parallel declines in pollinators and insect-pollinated plants in Britain and the Netherlands. Science, 313, 351-354.
    • (2006) Science , vol.313 , pp. 351-354
    • Biesmeijer, J.C.1    Roberts, S.P.M.2    Reemer, M.3
  • 6
    • 84875610160 scopus 로고    scopus 로고
    • The relative importance of solitary bees and syrphid flies as pollinators of two outcrossing plant species in the New Zealand alpine
    • Bischoff M, Campbell DR, Lord JM, Robertson AW (2013) The relative importance of solitary bees and syrphid flies as pollinators of two outcrossing plant species in the New Zealand alpine. Austral Ecology, 38, 169-176.
    • (2013) Austral Ecology , vol.38 , pp. 169-176
    • Bischoff, M.1    Campbell, D.R.2    Lord, J.M.3    Robertson, A.W.4
  • 7
    • 84871929720 scopus 로고    scopus 로고
    • Biodiversity buffers pollination from changes in environmental conditions
    • Brittain C, Kremen C, Klein A-M (2013) Biodiversity buffers pollination from changes in environmental conditions. Global Change Biology, 19, 540-547.
    • (2013) Global Change Biology , vol.19 , pp. 540-547
    • Brittain, C.1    Kremen, C.2    Klein, A.-M.3
  • 8
    • 84875521114 scopus 로고    scopus 로고
    • Plant-pollinator interactions over 120 years: loss of species, co-occurrence and function
    • Burkle LA, Marlin JC, Knight TM (2013) Plant-pollinator interactions over 120 years: loss of species, co-occurrence and function. Science, 339, 1611-1615.
    • (2013) Science , vol.339 , pp. 1611-1615
    • Burkle, L.A.1    Marlin, J.C.2    Knight, T.M.3
  • 9
    • 84931748948 scopus 로고    scopus 로고
    • Species richness declines and biotic homogenisation have slowed down for NW-European pollinators and plants
    • Carvalheiro LG, Kunin WE, Keil P et al. (2013) Species richness declines and biotic homogenisation have slowed down for NW-European pollinators and plants. Ecology Letters, 16, 870-878.
    • (2013) Ecology Letters , vol.16 , pp. 870-878
    • Carvalheiro, L.G.1    Kunin, W.E.2    Keil, P.3
  • 10
    • 84884411459 scopus 로고    scopus 로고
    • So many visitors and so few pollinators: variation in insect frequency and effectiveness governs the reproductive success of an endemic milkwort
    • Castro S, Loureiro J, Ferrero V, Silveira P, Navarro L (2013) So many visitors and so few pollinators: variation in insect frequency and effectiveness governs the reproductive success of an endemic milkwort. Plant Ecology, 214, 1233-1245.
    • (2013) Plant Ecology , vol.214 , pp. 1233-1245
    • Castro, S.1    Loureiro, J.2    Ferrero, V.3    Silveira, P.4    Navarro, L.5
  • 11
    • 77958576688 scopus 로고    scopus 로고
    • Increased crop failure due to climate change: assessing adaptation options using models and socio-economic data for wheat in China
    • Challinor AJ, Simelton ES, Fraser EDG, Hemming D, Collins M (2010) Increased crop failure due to climate change: assessing adaptation options using models and socio-economic data for wheat in China. Environmental Research Letters, 5, 034012.
    • (2010) Environmental Research Letters , vol.5 , pp. 034012
    • Challinor, A.J.1    Simelton, E.S.2    Fraser, E.D.G.3    Hemming, D.4    Collins, M.5
  • 12
    • 80051873100 scopus 로고    scopus 로고
    • Rapid range shifts of species associated with high levels of climate warming
    • Chen IC, Hill JK, Ohlemuller R, Roy DB, Thomas CD (2011) Rapid range shifts of species associated with high levels of climate warming. Science, 333, 1024-1026.
    • (2011) Science , vol.333 , pp. 1024-1026
    • Chen, I.C.1    Hill, J.K.2    Ohlemuller, R.3    Roy, D.B.4    Thomas, C.D.5
  • 14
    • 84905045800 scopus 로고    scopus 로고
    • Department for Environment, Food and Rural Affairs Basic horticultural statistics 2013. United Kingdom areas, production, valuations and trade statistics for fruit and vegetables to 2012 with historic statistics for ornamental plants and flowers. Available at: (accessed 12 September 2013)
    • Department for Environment, Food and Rural Affairs (2013) Basic horticultural statistics 2013. United Kingdom areas, production, valuations and trade statistics for fruit and vegetables to 2012 with historic statistics for ornamental plants and flowers. Available at: https://www.gov.uk/government/publications/basic-horticultural-statistics (accessed 12 September 2013)
    • (2013)
  • 15
    • 34848820603 scopus 로고    scopus 로고
    • Robustness of plant-flower visitor webs to simulated climate change
    • Devoto M, Zimmermann M, Medan D (2007) Robustness of plant-flower visitor webs to simulated climate change. Ecologia Austral, 17, 37-50.
    • (2007) Ecologia Austral , vol.17 , pp. 37-50
    • Devoto, M.1    Zimmermann, M.2    Medan, D.3
  • 16
    • 84881082185 scopus 로고    scopus 로고
    • Changes in ecologically critical terrestrial climate conditions
    • Diffenbaugh NS, Field CB (2013) Changes in ecologically critical terrestrial climate conditions. Science, 341, 486-492.
    • (2013) Science , vol.341 , pp. 486-492
    • Diffenbaugh, N.S.1    Field, C.B.2
  • 17
    • 65049091215 scopus 로고    scopus 로고
    • Risk of spring frost to apple production under future climate scenarios: the role of phenological acclimation
    • Eccel E, Rea R, Caffarra A, Crisci A (2009) Risk of spring frost to apple production under future climate scenarios: the role of phenological acclimation. International Journal of Biometeorology, 53, 273-286.
    • (2009) International Journal of Biometeorology , vol.53 , pp. 273-286
    • Eccel, E.1    Rea, R.2    Caffarra, A.3    Crisci, A.4
  • 20
    • 84872951301 scopus 로고    scopus 로고
    • "Vulnerability hotspots": integrating socio-economic and hydrological models to identify where cereal production may decline in the future due to climate change induced drought
    • Fraser EDG, Simelton E, Termansen M, Gosling SN, South A (2013) "Vulnerability hotspots": integrating socio-economic and hydrological models to identify where cereal production may decline in the future due to climate change induced drought. Agricultural and Forest Meteorology, 170, 195-205.
    • (2013) Agricultural and Forest Meteorology , vol.170 , pp. 195-205
    • Fraser, E.D.G.1    Simelton, E.2    Termansen, M.3    Gosling, S.N.4    South, A.5
  • 22
    • 57049187231 scopus 로고    scopus 로고
    • Economic valuation of the vulnerability of world agriculture confronted with pollinator decline
    • Gallai N, Salles J-M, Settele J, Vaissière BE (2009) Economic valuation of the vulnerability of world agriculture confronted with pollinator decline. Ecological Economics, 68, 810-821.
    • (2009) Ecological Economics , vol.68 , pp. 810-821
    • Gallai, N.1    Salles, J.-M.2    Settele, J.3    Vaissière, B.E.4
  • 23
    • 84875538220 scopus 로고    scopus 로고
    • Wild pollinators enhance fruit set of crops regardless of honey bee abundance
    • Garibaldi LA, Steffan-Dewenter I, Winfree R et al. (2013) Wild pollinators enhance fruit set of crops regardless of honey bee abundance. Science, 339, 1608-1611.
    • (2013) Science , vol.339 , pp. 1608-1611
    • Garibaldi, L.A.1    Steffan-Dewenter, I.2    Winfree, R.3
  • 24
    • 84888420434 scopus 로고    scopus 로고
    • The identity of crop pollinators helps target conservation for improved ecosystem services
    • Garratt MPD, Coston DJ, Truslove CL et al. (2014) The identity of crop pollinators helps target conservation for improved ecosystem services. Biological Conservation, 169, 128-135.
    • (2014) Biological Conservation , vol.169 , pp. 128-135
    • Garratt, M.P.D.1    Coston, D.J.2    Truslove, C.L.3
  • 25
    • 76149136897 scopus 로고    scopus 로고
    • Ecological niche modeling and geographical distribution of pollinator and plants: a case study of Peponapis Fervens (Smith, 1879) (Eucerini: Apidae) and Cucurbita species (Cucurbitaceae)
    • Giannini TC, Saraiva AM, Alves-Dos-Santos I (2010) Ecological niche modeling and geographical distribution of pollinator and plants: a case study of Peponapis Fervens (Smith, 1879) (Eucerini: Apidae) and Cucurbita species (Cucurbitaceae). Ecological Informatics, 5, 59-66.
    • (2010) Ecological Informatics , vol.5 , pp. 59-66
    • Giannini, T.C.1    Saraiva, A.M.2    Alves-Dos-Santos, I.3
  • 28
    • 24344493920 scopus 로고    scopus 로고
    • Predicting species distribution: offering more than simple habitat models
    • Guisan A, Thuiller W (2005) Predicting species distribution: offering more than simple habitat models. Ecology Letters, 8, 993-1009.
    • (2005) Ecology Letters , vol.8 , pp. 993-1009
    • Guisan, A.1    Thuiller, W.2
  • 29
    • 84872893332 scopus 로고    scopus 로고
    • Calibration and bias correction of climate projections for crop modelling: an idealised case study over Europe
    • Hawkins E, Osborne TM, Ho CK, Challinor AJ (2013) Calibration and bias correction of climate projections for crop modelling: an idealised case study over Europe. Agricultural and Forest Meteorology, 170, 19-31.
    • (2013) Agricultural and Forest Meteorology , vol.170 , pp. 19-31
    • Hawkins, E.1    Osborne, T.M.2    Ho, C.K.3    Challinor, A.J.4
  • 31
    • 33845270432 scopus 로고    scopus 로고
    • The ability of climate envelope models to predict the effect of climate change on species distributions
    • Hijmans RJ, Graham CH (2006) The ability of climate envelope models to predict the effect of climate change on species distributions. Global Change Biology, 12, 2272-2281.
    • (2006) Global Change Biology , vol.12 , pp. 2272-2281
    • Hijmans, R.J.1    Graham, C.H.2
  • 33
    • 84860230931 scopus 로고    scopus 로고
    • dismo: species distribution modeling
    • R package version 0.7-11. Available at: (accessed 20 October 2011).
    • Hijmans RJ, Phillips S, Leathwick J, Elith J (2011) dismo: species distribution modeling. R package version 0.7-11. Available at: http://cran.r-project.org/web/packages/dismo/index.html (accessed 20 October 2011).
    • (2011)
    • Hijmans, R.J.1    Phillips, S.2    Leathwick, J.3    Elith, J.4
  • 35
    • 68049131919 scopus 로고    scopus 로고
    • multcomp: simultaneous inference in general parametric models
    • R package version 1.2-18. Available at: (accessed 17 May 2013)
    • Hothorn T, Bretz F, Westfall P, Heiberger RM, Schuetzenmeister A (2013) multcomp: simultaneous inference in general parametric models. R package version 1.2-18. Available at: http://cran.r-project.org/web/packages/multcomp/index.html (accessed 17 May 2013)
    • (2013)
    • Hothorn, T.1    Bretz, F.2    Westfall, P.3    Heiberger, R.M.4    Schuetzenmeister, A.5
  • 36
    • 0000146283 scopus 로고
    • Discarding variables in a principal component analysis. I: artificial data
    • Jolliffe IT (1972) Discarding variables in a principal component analysis. I: artificial data. Applied Statistics, 2, 160-173.
    • (1972) Applied Statistics , vol.2 , pp. 160-173
    • Jolliffe, I.T.1
  • 37
    • 0002008085 scopus 로고
    • Discarding variables in a principal component analysis, II: real data
    • Jolliffe IT (1973) Discarding variables in a principal component analysis, II: real data. Applied Statistics, 22, 21-31.
    • (1973) Applied Statistics , vol.22 , pp. 21-31
    • Jolliffe, I.T.1
  • 38
    • 84883360049 scopus 로고    scopus 로고
    • Why flower visitation is a poor proxy for pollination: measuring single-visit pollen deposition, with implications for pollination networks and conservation
    • King C, Ballantyne G, Willmer PG (2013) Why flower visitation is a poor proxy for pollination: measuring single-visit pollen deposition, with implications for pollination networks and conservation. Methods in Ecology and Evolution, 4, 811-818.
    • (2013) Methods in Ecology and Evolution , vol.4 , pp. 811-818
    • King, C.1    Ballantyne, G.2    Willmer, P.G.3
  • 41
    • 84864937961 scopus 로고    scopus 로고
    • Consequences of warming up a hotspot: species range shifts within a centre of bee diversity
    • Kuhlmann M, Guo D, Veldtman R, Donaldson J (2012) Consequences of warming up a hotspot: species range shifts within a centre of bee diversity. Diversity and Distributions, 18, 885-897.
    • (2012) Diversity and Distributions , vol.18 , pp. 885-897
    • Kuhlmann, M.1    Guo, D.2    Veldtman, R.3    Donaldson, J.4
  • 42
    • 79954420404 scopus 로고    scopus 로고
    • Analysis of historic changes in regional ecosystem service provisioning using land use data
    • Lautenbach S, Kugel C, Lausch A, Seppelt R (2011) Analysis of historic changes in regional ecosystem service provisioning using land use data. Ecological Indicators, 11, 676-687.
    • (2011) Ecological Indicators , vol.11 , pp. 676-687
    • Lautenbach, S.1    Kugel, C.2    Lausch, A.3    Seppelt, R.4
  • 45
    • 84904993653 scopus 로고    scopus 로고
    • A spatial assessment of ecosystem services in Europe: methods, case studies and policy analysis. - phase 2. PEER Report No 4. Ispra: Partnership for European Environmental Research.
    • Maes J, Hauck J, Paracchini ML et al. (2012) A spatial assessment of ecosystem services in Europe: methods, case studies and policy analysis. - phase 2. PEER Report No 4. Ispra: Partnership for European Environmental Research.
    • (2012)
    • Maes, J.1    Hauck, J.2    Paracchini, M.L.3
  • 47
    • 34347207194 scopus 로고    scopus 로고
    • Global warming and the disruption of plant-pollinator interactions
    • Memmott J, Craze PG, Waser NM, Price MV (2007) Global warming and the disruption of plant-pollinator interactions. Ecology Letters, 10, 710-717.
    • (2007) Ecology Letters , vol.10 , pp. 710-717
    • Memmott, J.1    Craze, P.G.2    Waser, N.M.3    Price, M.V.4
  • 48
    • 84905045801 scopus 로고    scopus 로고
    • UK Climate Projections Science Report: Climate change projections., Met Office Hadley Centre, Exeter. UK.
    • Murphy JM, Sexton DMH, Jenkins GJ et al. (2010) UK Climate Projections Science Report: Climate change projections., Met Office Hadley Centre, Exeter. UK.
    • (2010)
    • Murphy, J.M.1    Sexton, D.M.H.2    Jenkins, G.J.3
  • 51
    • 33745630644 scopus 로고    scopus 로고
    • Towards European climate risk surfaces: the extent and distribution of analogous and non-analogous climates 1931-2100
    • Ohlemüller R, Gritti ES, Sykes MT, Thomas CD (2006) Towards European climate risk surfaces: the extent and distribution of analogous and non-analogous climates 1931-2100. Global Ecology and Biogeography, 15, 395-405.
    • (2006) Global Ecology and Biogeography , vol.15 , pp. 395-405
    • Ohlemüller, R.1    Gritti, E.S.2    Sykes, M.T.3    Thomas, C.D.4
  • 52
    • 0037413628 scopus 로고    scopus 로고
    • A globally coherent fingerprint of climate change impacts across natural systems
    • Parmesan C, Yohe G (2003) A globally coherent fingerprint of climate change impacts across natural systems. Nature, 421, 37-42.
    • (2003) Nature , vol.421 , pp. 37-42
    • Parmesan, C.1    Yohe, G.2
  • 53
  • 54
    • 83855161149 scopus 로고    scopus 로고
    • nlme: linear and nonlinear mixed effects models
    • R Core Team R package version 3.1-110. Available at: (accessed 07 July 2013)
    • Pinheiro J, Bates D, Debroy S, Sarkar D, R Core Team (2013) nlme: linear and nonlinear mixed effects models. R package version 3.1-110. Available at: http://cran.r-project.org/web/packages/nlme/index.html (accessed 07 July 2013)
    • (2013)
    • Pinheiro, J.1    Bates, D.2    Debroy, S.3    Sarkar, D.4
  • 55
    • 84885392568 scopus 로고    scopus 로고
    • Species distribution models for crop pollination: a modelling framework applied to great Britain
    • Polce C, Termansen M, Aguirre-Gutiérrez J et al. (2013) Species distribution models for crop pollination: a modelling framework applied to great Britain. PLoS ONE, 8, e76308.
    • (2013) PLoS ONE , vol.8
    • Polce, C.1    Termansen, M.2    Aguirre-Gutiérrez, J.3
  • 57
    • 84863304598 scopus 로고    scopus 로고
    • R Development Core Team R Foundation for Statistical Computing, Vienna, Austria.
    • R Development Core Team (2011) R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria.
    • (2011) R: A Language and Environment for Statistical Computing
  • 58
    • 35848968879 scopus 로고    scopus 로고
    • A null-model for significance testing of presence-only species distribution models
    • Raes N, ter Steege H (2007) A null-model for significance testing of presence-only species distribution models. Ecography, 30, 727-736.
    • (2007) Ecography , vol.30 , pp. 727-736
    • Raes, N.1    ter Steege, H.2
  • 59
    • 84861400028 scopus 로고    scopus 로고
    • Pollinator effectiveness varies with experimental shifts in flowering time
    • Rafferty NE, Ives AR (2012) Pollinator effectiveness varies with experimental shifts in flowering time. Ecology, 93, 803-814.
    • (2012) Ecology , vol.93 , pp. 803-814
    • Rafferty, N.E.1    Ives, A.R.2
  • 61
    • 41849135030 scopus 로고    scopus 로고
    • Landscape effects on crop pollination services: are there general patterns?
    • Ricketts TH, Regetz J, Steffan-Dewenter I et al. (2008) Landscape effects on crop pollination services: are there general patterns? Ecology Letters, 11, 499-515.
    • (2008) Ecology Letters , vol.11 , pp. 499-515
    • Ricketts, T.H.1    Regetz, J.2    Steffan-Dewenter, I.3
  • 63
    • 84931748960 scopus 로고    scopus 로고
    • Environmental factors driving the effectiveness of European agri-environmental measures in mitigating pollinator loss - a meta-analysis
    • Scheper J, Holzschuh A, Kuussaari M, Potts SG, Rundlof M, Smith HG, Kleijn D (2013) Environmental factors driving the effectiveness of European agri-environmental measures in mitigating pollinator loss - a meta-analysis. Ecology Letters, 16, 912-920.
    • (2013) Ecology Letters , vol.16 , pp. 912-920
    • Scheper, J.1    Holzschuh, A.2    Kuussaari, M.3    Potts, S.G.4    Rundlof, M.5    Smith, H.G.6    Kleijn, D.7
  • 65
    • 47049119715 scopus 로고    scopus 로고
    • Climate change can cause spatial mismatch of trophically interacting species
    • Schweiger O, Settele J, Kudrna O, Klotz S, Kühn I (2008) Climate change can cause spatial mismatch of trophically interacting species. Ecology, 89, 3472-3479.
    • (2008) Ecology , vol.89 , pp. 3472-3479
    • Schweiger, O.1    Settele, J.2    Kudrna, O.3    Klotz, S.4    Kühn, I.5
  • 66
    • 77956071665 scopus 로고    scopus 로고
    • Gene movement and genetic association with regional climate gradients in California valley oak (Quercus lobata Nee) in the face of climate change
    • Sork VL, Davis FW, Westfall R, Flint A, Ikegami M, Wang H, Grivet D (2010) Gene movement and genetic association with regional climate gradients in California valley oak (Quercus lobata Nee) in the face of climate change. Molecular Ecology, 19, 3806-3823.
    • (2010) Molecular Ecology , vol.19 , pp. 3806-3823
    • Sork, V.L.1    Davis, F.W.2    Westfall, R.3    Flint, A.4    Ikegami, M.5    Wang, H.6    Grivet, D.7
  • 67
    • 0023890867 scopus 로고
    • Measuring the accuracy of diagnostic systems
    • Swets JA (1988) Measuring the accuracy of diagnostic systems. Science, 240, 1285-1293.
    • (1988) Science , vol.240 , pp. 1285-1293
    • Swets, J.A.1
  • 68
    • 31944434076 scopus 로고    scopus 로고
    • The use of genetic algorithms and Bayesian classification to model species distributions
    • Termansen M, Mcclean CJ, Preston CD (2006) The use of genetic algorithms and Bayesian classification to model species distributions. Ecological Modelling, 192, 410-424.
    • (2006) Ecological Modelling , vol.192 , pp. 410-424
    • Termansen, M.1    Mcclean, C.J.2    Preston, C.D.3
  • 69
    • 10944234906 scopus 로고    scopus 로고
    • Patterns and uncertainties of species' range shifts under climate change
    • Thuiller W (2004) Patterns and uncertainties of species' range shifts under climate change. Global Change Biology, 10, 2020-2027.
    • (2004) Global Change Biology , vol.10 , pp. 2020-2027
    • Thuiller, W.1
  • 70
    • 84878526288 scopus 로고    scopus 로고
    • Threats to an ecosystem service: pressures on pollinators
    • The Insect Pollinators Initiative
    • Vanbergen AJ, The Insect Pollinators Initiative (2013) Threats to an ecosystem service: pressures on pollinators. Frontiers in Ecology and the Environment, 11, 251-259.
    • (2013) Frontiers in Ecology and the Environment , vol.11 , pp. 251-259
    • Vanbergen, A.J.1
  • 71
    • 77953942876 scopus 로고    scopus 로고
    • A comparative approach to understanding factors limiting abundance patterns and distributions in a fig tree-fig wasp mutualism
    • Warren M, Robertson MP, Greeff JM (2010) A comparative approach to understanding factors limiting abundance patterns and distributions in a fig tree-fig wasp mutualism. Ecography, 33, 148-158.
    • (2010) Ecography , vol.33 , pp. 148-158
    • Warren, M.1    Robertson, M.P.2    Greeff, J.M.3
  • 72
    • 84879777383 scopus 로고    scopus 로고
    • Quantifying the benefit of early climate change mitigation in avoiding biodiversity loss
    • Warren R, Vanderwal J, Price J et al. (2013) Quantifying the benefit of early climate change mitigation in avoiding biodiversity loss. Nature Climate Change, 3, 678-682.
    • (2013) Nature Climate Change , vol.3 , pp. 678-682
    • Warren, R.1    Vanderwal, J.2    Price, J.3
  • 73
    • 14344263346 scopus 로고    scopus 로고
    • Niche modeling and geographic range predictions in the marine environment using a machine-learning algorithm
    • Wiley E, Mcnyset K, Peterson AT, Robins C, Stewart AM (2003) Niche modeling and geographic range predictions in the marine environment using a machine-learning algorithm. Oceanography, 16, 120-127.
    • (2003) Oceanography , vol.16 , pp. 120-127
    • Wiley, E.1    Mcnyset, K.2    Peterson, A.T.3    Robins, C.4    Stewart, A.M.5
  • 74
    • 77955604859 scopus 로고    scopus 로고
    • Predicting invasive alien plant distributions: how geographical bias in occurrence records influences model performance
    • Wolmarans R, Robertson MP, van Rensburg BJ (2010) Predicting invasive alien plant distributions: how geographical bias in occurrence records influences model performance. Journal of Biogeography, 37, 1797-1810.
    • (2010) Journal of Biogeography , vol.37 , pp. 1797-1810
    • Wolmarans, R.1    Robertson, M.P.2    van Rensburg, B.J.3
  • 75
    • 84904439131 scopus 로고    scopus 로고
    • Linking land cover data and crop yields for mapping and assessment of pollination services in Europe
    • Zulian G, Maes J, Paracchini M (2013) Linking land cover data and crop yields for mapping and assessment of pollination services in Europe. Land, 2, 472-492.
    • (2013) Land , vol.2 , pp. 472-492
    • Zulian, G.1    Maes, J.2    Paracchini, M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.