Crowdsourcing indicators for cultural ecosystem services: A geographically weighted approach for mountain landscapes

Ecological Indicators

Volumn 64, Issue , 2016, Pages 237-248

  Tenerelli, Patrizia ^a   Demšar, Urška ^b   Luque, Sandra ^a,b  

^a Cemagref   (France)

^b UNIVERSITY OF ST ANDREWS   (United Kingdom)

Author keywords

Cultural service preferences; Land use planning; Non material ecosystem benefits; Photoseries analysis; Recreational choice; Social perceptions; Spatially varying relationships

Indexed keywords

ECOLOGY; LAND USE; SCALES (WEIGHING INSTRUMENTS);

CULTURAL SERVICE PREFERENCES; LAND USE PLANNING; NON-MATERIAL ECOSYSTEM BENEFITS; PHOTOSERIES ANALYSIS; RECREATIONAL CHOICE; SOCIAL PERCEPTION; SPATIALLY VARYING RELATIONSHIPS;

ECOSYSTEMS;

ACCULTURATION; ECOSYSTEM SERVICE; FINANCIAL PROVISION; IMAGE ANALYSIS; INTEGRATED APPROACH; LAND USE PLANNING; MOUNTAIN REGION; NATURE-SOCIETY RELATIONS; PATTERN RECOGNITION; PERCEPTION; PREFERENCE BEHAVIOR; PRIORITIZATION; RECREATIONAL ACTIVITY; REGRESSION ANALYSIS; SOCIAL MEDIA; SPATIAL VARIATION;

EID: 84955448878     PISSN: 1470160X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ecolind.2015.12.042     Document Type: Article

References (90)

1. L.N. Alessa, A.A. Kliskey, and G. Brown Social-ecological hotspots mapping: a spatial approach for identifying coupled social-ecological space Landsc. Urban Plan. 85 1 2008 27 39 10.1016/j.landurbplan.2007.09.007
2. J.D. Allan, S.D. Smith, P.B. McIntyre, C.A. Joseph, C.E. Dickinson, A.L. Marino, and et al. Using cultural ecosystem services to inform restoration priorities in the Laurentian Great Lakes Front. Ecol. Environ. 13 8 2015 418 424 10.1890/140328
3. K.K. Arkema, G.M. Verutes, S.A. Wood, C. Clarke-Samuels, S. Rosado, M. Canto, and et al. Embedding ecosystem services in coastal planning leads to better outcomes for people and nature Proc. Natl. Acad. Sci. 112 24 2015 7390 7395
4. P.M. Atkinson, S.E. German, D.A. Sear, and M.J. Clark Exploring the relations between riverbank erosion and geomorphological controls using geographically weighted logistic regression Geogr. Anal. 35 1 2003 58 82
5. K.J. Bagstad, F. Villa, D. Batker, J. Harrison-Cox, B. Voigt, and G.W. Johnson From theoretical to actual ecosystem services: mapping beneficiaries and spatial flows in ecosystem service assessments Ecol. Soc. 19 2 2014 64
6. B.A. Bestard, and A.R. Font Environmental diversity in recreational choice modelling Ecol. Econ. 68 11 2009 2743 2750
7. C. Brunsdon, A.S. Fotheringham, and M.E. Charlton Geographically weighted regression: a method for exploring spatial nonstationarity Geogr. Anal. 28 4 1996 281 298 10.1111/j.1538-4632.1996.tb00936.x
8. B.A. Bryan, C.M. Raymond, N.D. Crossman, and D.H. Macdonald Targeting the management of ecosystem services based on social values: where, what, and how? Landsc. Urban Plan. 97 2 2010 111 122 10.1016/j.landurbplan.2010.05.002
9. Y. Cao, and K. O'Halloran Learning human photo shooting patterns from large-scale community photo collections Multimed. Tools Appl. 2014 10.1007/s11042-014-2247-0
10. I. Casado-Arzuaga, M. Onaindia, I. Madariaga, and P.H. Verburg Mapping recreation and aesthetic value of ecosystems in the Bilbao Metropolitan Greenbelt (northern Spain) to support landscape planning Landsc. Ecol. 29 8 2014 1393 1405 10.1007/s10980-013-9945-2
11. S. Casalegno, R. Inger, C. DeSilvey, and K.J. Gaston Spatial covariance between aesthetic value & other ecosystem services PLOS ONE 8 6 2013 e68437 10.1371/journal.pone.0068437
12. K.M.A. Chan, T. Satterfield, and J. Goldstein Rethinking ecosystem services to better address and navigate cultural values Ecol. Econ. 74 2012 8 18 10.1016/j.ecolecon.2011.11.011
13. A. Chiesura, and R. de Groot Critical natural capital: a socio-cultural perspective Ecol. Econ. 44 2-3 2003 219 231 10.1016/S0921-8009(02)00275-6
14. F. Clement, D. Orange, M. Williams, C. Mulley, and M. Epprecht Drivers of afforestation in Northern Vietnam: assessing local variations using geographically weighted regression Appl. Geogr. 29 4 2009 561 576 10.1016/j.apgeog.2009.01.003
15. V. Colson, S. Garcia, J. Rondeux, and P. Lejeune Map and determinants of woodlands visiting in Wallonia Urban For. Urban Green. 9 2 2010 83 91 10.1016/j.ufug.2009.04.002
16. T.C. Daniel, A. Muhar, A. Arnberger, O. Aznar, J.W. Boyd, K.M.A. Chan, and et al. Contributions of cultural services to the ecosystem services agenda Proc. Natl. Acad. Sci. U. S. A. 109 23 2012 8812 8819 10.1073/pnas.1114773109
17. J. Da Rugna, G. Chareyron, and B. Branchet Tourist behaviour analysis through geotagged photographies: a method to identify the country of origin IEEE 13th International Symposium on Computational Intelligence and Informatics (CINTI) IEEE 2012 347 351 Retrieved from: http://ieeexplore.ieee.org/xpls/abs-all.jsp?arnumber=6496788
18. C.E. Dorwart, R.L. Moore, and Y.-F. Leung Visitors' perceptions of a trail environment and effects on experiences: a model for nature-based recreation experiences Leisure Sci. 32 1 2009 33 54 10.1080/01490400903430863
19. D.A. Duffus, and P. Dearden Non-consumptive wildlife-oriented recreation: a conceptual framework Biol. Conserv. 53 3 1990 213 231 10.1016/0006-3207(90)90087-6
20. C.K. Feld, P. Martins da Silva, J. Paulo Sousa, F. de Bello, R. Bugter, U. Grandin, and et al. Indicators of biodiversity and ecosystem services: a synthesis across ecosystems and spatial scales Oikos 118 12 2009 1862 1871 10.1111/j.1600-0706.2009.17860.x
21. A.S. Fotheringham, C. Brunsdon, and M. Charlton Geographically Weighted Regression: The Analysis of Spatially Varying Relationships 2002 Wiley Chichester, England/Hoboken, NJ, USA
22. A.S. Fotheringham, M.H. Kelly, and M. Charlton The demographic impacts of the Irish famine: towards a greater geographical understanding: the demographic impacts of the Irish famine Trans. Inst. Br. Geogr. 38 2 2013 221 237 10.1111/j.1475-5661.2012.00517.x
23. R.A. Fuller, K.N. Irvine, P. Devine-Wright, P.H. Warren, and K.J. Gaston Psychological benefits of greenspace increase with biodiversity Biol. Lett. 3 4 2007 390 394 10.1098/rsbl.2007.0149
24. C. Fürst, P. Opdam, L. Inostroza, and S. Luque A balance score card tool for assessing how successful the ecosystem services concept is applied in participatory land use planning Landsc. Ecol. 29 8 2014 1435 1446
25. F. Girardin, and J. Blat Place this photo on a map: a study of explicit disclosure of location information Late Breaking Result at Ubicomp 2007 Retrieved from: http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.105.9589&rep=rep1&type=pdf
26. F. Girardin, F.D. Fiore, C. Ratti, and J. Blat Leveraging explicitly disclosed location information to understand tourist dynamics: a case study J. Locat. Based Serv. 2 1 2008 41 56
27. M.F. Goodchild Spatial Autocorrelation 1986 Geo Books Norwich
28. M.F. Goodchild Citizens as sensors: the world of volunteered geography GeoJournal 69 4 2007 211 221 10.1007/s10708-007-9111-y
29. J. Gonzalez-Redin, S. Luque, L. Poggio, R. Smith, and A. Gimona Spatial Bayesian belief networks as a planning decision tool for mapping ecosystem services trade-offs on forested landscapes Environ. Res. 2016 10.1016/j.envres.2015.11.009 (in press)
30. A. Grêt-Regamey, S.H. Brunner, and F. Kienast Mountain Ecosystem Services: Who Cares? Mountain Research and Development 32 S1 2012 S23 S34 10.1659/MRD-JOURNAL-D-10-00115.S1
31. Z. Guo, L. Zhang, and Y. Li Increased dependence of humans on ecosystem services and biodiversity PLoS ONE 5 10 2010 e13113
32. P. Harris, A.S. Fotheringham, and S. Juggins Robust geographically weighted regression: a technique for quantifying spatial relationships between freshwater acidification critical loads and catchment attributes Ann. Assoc. Am. Geogr. 100 2 2010 286 306 10.1080/00045600903550378
33. R. Haines-Young, and M. Potschin Common International Classification of Ecosystem Services (CICES): Consultation on Version 4, August-December 2012. Report to the European Environment Agency 2013 Revised January 2013. Retrieved from: http://cices.eu/resources/
34. C. Hauff A study on the accuracy of Flickr's geotag data Retrieved from: http://dl.acm.org/citation.cfm?id=2484154 Proceedings of the 36th international ACM SIGIR Conference on Research and Development in Information Retrieval ACM 2013 1037 1040
35. C. Heipke Crowdsourcing geospatial data ISPRS J. Photogram. Rem. Sens. 65 6 2010 550 557 10.1016/j.isprsjprs.2010.06.005
36. M. Hernández-Morcillo, T. Plieninger, and C. Bieling An empirical review of cultural ecosystem service indicators Ecol. Indic. 29 2013 434 444 10.1016/j.ecolind.2013.01.013
37. L. Hollenstein, and R. Purves Exploring place through user-generated content: Using Flickr to describe city cores J. Spatial Inf. Sci. 1 2010 10.5311/JOSIS.2010.1.3
38. D.R. Ingram The concept of accessibility: a search for an operational form Reg. Stud. 5 2 1971 101 107 10.1080/09595237100185131
39. Institut national de la statistique et des études économiques (INSEE) Estimations carroyées de population (ECP) 1 km - revenus fiscaux localisés (RFL) 2007 INSEE Copyright 2007
40. Institut National de l'Information Géographique et Forestière (IGN) BD TOPO Copyright 2008 2008 IGN
41. Institut National de l'Information Géographique et Forestière (IGN) BD ALTI 25m Copyright 2009 2009 IGN
42. Irstea BD Stations 2014 https://forge.irstea.fr/projects/bd-stations (accessed 07.11.14)
43. W. Jetz, C. Rahbek, and J.W. Lichstein Local and global approaches to spatial data analysis in ecology Global Ecol. Biogeogr. 14 1 2005 97 98
44. B.L. Keeler, S.A. Wood, S. Polasky, C. Kling, C.T. Filstrup, and J.A. Downing Recreational demand for clean water: evidence from geotagged photographs by visitors to lakes Front. Ecol. Environ. 13 2 2015 76 81 10.1890/140124
45. F. Kienast, B. Degenhardt, B. Weilenmann, Y. Wäger, and M. Buchecker GIS-assisted mapping of landscape suitability for nearby recreation Landsc. Urban Plan. 105 4 2012 385 399 10.1016/j.landurbplan.2012.01.015
46. T. Kirchhoff Pivotal cultural values of nature cannot be integrated into the ecosystem services framework Agenda 109 2012 8812 8819
47. S. Kisilevich, M. Krstajic, D. Keim, N. Andrienko, and G. Andrienko Event-Based Analysis of People's Activities and Behavior Using Flickr and Panoramio Geotagged Photo Collections 2010 IEEE 289 296 10.1109/IV.2010.94
48. S.C. Klain, and K.M.A. Chan Navigating coastal values: participatory mapping of ecosystem services for spatial planning Ecol. Econ. 82 2012 104 113 10.1016/j.ecolecon.2012.07.008
49. M. Kumar, and P. Kumar Valuation of the ecosystem services: a psycho-cultural perspective Ecol. Econ. 64 4 2008 808 819 10.1016/j.ecolecon.2007.05.008
50. D. La Rosa, M. Spyra, and L. Inostroza Indicators of cultural ecosystem services for urban planning: a review Ecol. Indic. 2015 10.1016/j.ecolind.2015.04.028
51. S. Lautenbach, C. Kugel, A. Lausch, and R. Seppelt Analysis of historic changes in regional ecosystem service provisioning using land use data Ecol. Indic. 11 2 2011 676 687 10.1016/j.ecolind.2010.09.007
52. P. Leadley, V. Proenca, J. Fernandez-Manjarres, H.M. Pereira, R. Alkemade, R. Biggs, E. Bruley, W. Cheung, D. Cooper, J. Figueiredo, E. Gilman, S. Guenette, G. Hurtt, C. Mbow, T. Oberdorff, C. Revenga, J.P.W. Scharlemann, R. Scholes, M.S. Smith, U.R. Sumaila, and M. Walpole Interacting regional-scale regime shifts for biodiversity and ecosystem services Bioscience 64 8 2014 665 679
53. F. Leberl Time for neo-photogrammetry GIS Dev. 14 2 2010 22 24
54. L. Li, M.F. Goodchild, and B. Xu Spatial, temporal, and socioeconomic patterns in the use of Twitter and Flickr Cartogr. Geogr. Inf. Sci. 40 2 2013 61 77 10.1080/15230406.2013.777139
55. G.W. Luck, K.M.A. Chan, U. Eser, E. Gómez-Baggethun, B. Matzdorf, B. Norton, and M.B. Potschin Ethical considerations in on-ground applications of the ecosystem services concept Bioscience 62 12 2012 1020 1029 10.1525/bio.2012.62.12.4
56. J. Maes, C. Liquete, A. Teller, M. Erhard, M.L. Paracchini, J.I. Barredo, and et al. An indicator framework for assessing ecosystem services in support of the EU Biodiversity Strategy to 2020 Ecosyst. Serv. 17 2016 14 23 10.1016/j.ecoser.2015.10.023
57. E. Mansley, and U. Demšar Space matters: geographic variability of electoral turnout determinants in the 2012 London mayoral election Elect. Stud. 40 2015 322 334 10.1016/j.electstud.2015.10.003
58. G. Martínez Pastur, P.L. Peri, M.V. Lencinas, M. García-Llorente, and B. Martín-López Spatial patterns of cultural ecosystem services provision in Southern Patagonia Landsc. Ecol. 2015 10.1007/s10980-015-0254-9
59. B. Martín-López, E. Gómez-Baggethun, P.L. Lomas, and C. Montes Effects of spatial and temporal scales on cultural services valuation J. Environ. Manage. 90 2 2009 1050 1059 10.1016/j.jenvman.2008.03.013
60. B. Martín-López, I. Iniesta-Arandia, M. García-Llorente, I. Palomo, I. Casado-Arzuaga, D.G.D. Amo, and et al. Uncovering ecosystem service bundles through social preferences PLoS ONE 7 6 2012 e38970 10.1371/journal.pone.0038970
61. A.I. Milcu, J. Hanspach, D. Abson, and J. Fischer Cultural ecosystem services: a literature review and prospects for future research Ecol. Soc. 18 3 2013 44
62. Millennium Ecosystem Assessment (MEA) Ecosystems and Human Wellbeing: Current State and Trends 2005 Island Press Washington, USA
63. P.A.P. Moran Notes on continuous stochastic phenomena Biometrika 37 1950 17 23
64. L. Nahuelhual, A. Carmona, P. Lozada, A. Jaramillo, and M. Aguayo Mapping recreation and ecotourism as a cultural ecosystem service: an application at the local level in Southern Chile Appl Geogr. 40 2013 71 82 10.1016/j.apgeog.2012.12.004
65. T. Nakaya, A.S. Fotheringham, C. Brunsdon, and M. Charlton Geographically weighted Poisson regression for disease association mapping Stat. Med. 24 17 2005 2695 2717 10.1002/sim.2129
66. E. Oteros-Rozas, B. Martín-López, J.A. González, T. Plieninger, C.A. López, and C. Montes Socio-cultural valuation of ecosystem services in a transhumance social-ecological network Reg. Environ. Change 14 4 2014 1269 1289 10.1007/s10113-013-0571-y
67. A. Páez, S. Farber, and D. Wheeler A simulation-based study of geographically weighted regression as a method for investigating spatially varying relationships Environ. Plan. A 43 12 2011 2992 3010 10.1068/a44111
68. M.L. Paracchini, G. Zulian, L. Kopperoinen, J. Maes, J.P. Schägner, M. Termansen, and G. Bidoglio Mapping cultural ecosystem services: a framework to assess the potential for outdoor recreation across the EU Ecol. Indic. 45 2014 371 385 10.1016/j.ecolind.2014.04.018
69. I. Petrosillo, G. Zurlini, M.E. Corlianò, N. Zaccarelli, and M. Dadamo Tourist perception of recreational environment and management in a marine protected area Landsc. Urban Plan. 79 1 2007 29 37 10.1016/j.landurbplan.2006.02.017
70. A. Phillips The nature of cultural landscapes - a nature conservation perspective Landsc. Res. 23 1 1998 21 38 10.1080/01426399808706523
71. T. Plieninger, S. Dijks, E. Oteros-Rozas, and C. Bieling Assessing, mapping, and quantifying cultural ecosystem services at community level Land Use Policy 33 2013 118 129 10.1016/j.landusepol.2012.12.013
72. T. Produit, D. Tuia, F. De Morsier, and F. Golay Do geographic features impact pictures location shared on the Web? Modeling photographic suitability in the Swiss Alps Environmental Multimedia Retrieval Vol. 1222 2014 CEUR-WS.org Glasgow, UK 22 29 Retrieved from: http://ceur-ws.org/
73. C. Raudsepp-Hearne, G.D. Peterson, and E.M. Bennett Ecosystem service bundles for analyzing tradeoffs in diverse landscapes Proc. Natl. Acad. Sci. U. S. A. 107 11 2010 5242 5247 10.1073/pnas.0907284107
74. M. Redon, L. Bergès, T. Cordonnier, and S. Luque Effects of increasing landscape heterogeneity on local plant species richness: how much is enough? Landsc. Ecol. 29 5 2014 773 787 10.1007/s10980-014-0027-x
75. M. Redon, S. Luque, F. Gosselin, and T. Cordonnier Is generalisation of uneven-aged management in mountain forests the key to improve biodiversity conservation within forest landscape mosaics? Ann. Forest Sci. 71 7 2014 751 760
76. Refuges.info Cartes des refuges, sommets et sources/point d'eau dans zone des Alpes, available under a Creative Commons Attribution 2.0 Generic License 2014 Noncommercial license (accessed 03.12.14)
77. D.R. Richards, and D.A. Friess A rapid indicator of cultural ecosystem service usage at a fine spatial scale: content analysis of social media photographs Ecol. Indic. 53 2015 187 195 10.1016/j.ecolind.2015.01.034
78. H. Schaich, C. Bieling, and T. Plieninger Linking ecosystem services with cultural landscape research Gaia-Ecol. Perspect. Sci. Soc. 19 4 2010 269 277
79. U. Schirpke, G. Leitinger, E. Tasser, M. Schermer, M. Steinbacher, and U. Tappeiner Multiple ecosystem services of a changing Alpine landscape: past, present and future Int. J. Biodivers. Sci. Ecosyst. Serv. Manage. 9 2 2013 123 135
80. B.C. Sherrouse, J.M. Clement, and D.J. Semmens A GIS application for assessing, mapping, and quantifying the social values of ecosystem services Appl. Geogr. 31 2 2011 748 760 10.1016/j.apgeog.2010.08.002
81. A. Singleton Engaging people for common good GIS Dev. 14 2 2010 26 29
82. Y. Sun, H. Fan, M. Helbich, and A. Zipf Analyzing Human Activities Through Volunteered Geographic Information: Using Flickr to Analyze Spatial and Temporal Pattern of Tourist Accommodation 2013
83. J. Taylor, K. Czarnowski, N. Sexton, and S. Flick The importance of water to Rocky Mountain National Park visitors: an adaptation of visitor-employed photography to natural resource management J. Appl. Recreat. Res. 20 1 1995 61 85
84. M. Termansen, C.J. McClean, and H. Skov-Petersen Recreational site choice modelling using high-resolution spatial data Environ. Plan. A 36 6 2004 1085 1099 10.1068/a36164
85. D.B. Van Berkel, and P.H. Verburg Spatial quantification and valuation of cultural ecosystem services in an agricultural landscape Ecol. Indic. 37 2014 163 174 10.1016/j.ecolind.2012.06.025
86. D. Vollmer, M.F. Prescott, R. Padawangi, C. Girot, and A. Grêt-Regamey Understanding the value of urban riparian corridors: considerations in planning for cultural services along an Indonesian river Landsc. Urban Plan. 138 2015 144 154 10.1016/j.landurbplan.2015.02.011
87. L. Willemen, A.J. Cottam, E.G. Drakou, and N.D. Burgess Using social media to measure the contribution of red list species to the nature-based tourism potential of African protected areas PLOS ONE 10 6 2015 e0129785
88. S.A. Wood, A.D. Guerry, J.M. Silver, and M. Lacayo Using social media to quantify nature-based tourism and recreation Sci. Rep. 3 2013 10.1038/srep02976
89. M. Zandersen, M. Termansen, and F.S. Jensen Evaluating approaches to predict recreation values of new forest sites J. Forest Econ. 13 2-3 2007 103 128 10.1016/j.jfe.2007.02.003
90. D. Zielstra, and H.H. Hochmair Positional accuracy analysis of Flickr and Panoramio images for selected world regions J. Spat. Sci. 58 2 2013 251 273