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Mapping Ecosystem Service: Challenges and Solutions


The concept of ecosystem service (ES) was originally developed to illustrate the benefits that natural ecosystems generate for society and to raise awareness for biodiversity and ecosystem conservation. In recent years, geographical information system (GIS) has become a powerful tool for mapping (ES) within a landscape, which visualizes spatial and temporal patterns and changes in ecosystems and their services.Mapping (ES) is necessary for the progress of strategies that will guarantee their future supply and to support the policies in a more effective way. The comprehensive literature review were conducted from international databases such as Elsevier, Springer, Wiley, and Google Scholar. We used the key terms including ‘mapping’, ‘maps’, ‘ES or ecosystem service, ‘ecosystem functions’, ‘landscape functions’, ‘evaluation of ES’, and ‘assessment of services’. in order to identify mapping ecosystem services and their challenges and opportunities. In total, 65 research papers were found firstly, which 34 of them were selected for reviewing. The most mportant challenges are insuffieicnet generation of ES in the context of managed systems, need to estimate associations among indicators of (ES) incomplete understanding of the nature of associations among services, and the lack of a general numerical outline to address these relations.


Ecosystem Services, Human Welfare, GIS, Remote Sensing, Mapping



  1. Al-Quraishi, A., Razvanchy, H., & Gaznayee, H. (2020). A Comparative Study for Performance of Five Landsat-based Vegetation Indices: Their Relations to Some Ecological and Terrain Variables. Journal of Geoinformatics & Environmental Research 1(1): 20 - 37.
  2. Bagstad, K. J., Villa, F., Batker, D., Harrison-Cox, J., Voigt, B., & Johnson, G. W. (2014). From Theoretical to Actual Ecosystem Services: Mapping Beneficiaries and Spatial Flows in Ecosystem Service Assessments. Ecology and Society 19(2).
  3. Bagstad, Kenneth J., Darius J. Semmens, Sissel Waage, and Robert Winthrop. (2013). A Comparative Assessment of Decision-Support Tools for Ecosystem Services Quantification and Valuation. Ecosystem Services 5: 27–39.
  4. Balzan, Mario V., Marion Potschin-Young, and Roy Haines-Young. (2018). Island Ecosystem Services: Insights from a Literature Review on Case-Study Island Ecosystem Services and Future Prospects. International Journal of Biodiversity Science, Ecosystem Services and Management 14(1): 71–90.
  5. Barry, Simon, and Jane Elith. (2006). Error and Uncertainty in Habitat Models. Journal of Applied Ecology 43(3): 413–23.
  6. Bengtsson, J., Angelstam, P., Elmqvist, T., Emanuelsson, U., Folke, C., Ihse, M., Moberg, F. and Nyström, M. (2021). Reserves, resilience and dynamic landscapes 20 years later. Ambio, 50(5), 962-966.
  7. Bicking, Sabine, Benjamin Burkhard, Marion Kruse, and Felix Müller. (2018). Mapping of Nutrient Regulating Ecosystem Service Supply and Demand on Different Scales in Schleswig-Holstein, Germany. One Ecosystem 3.
  8. Birkhofer, K., Bezemer, T.M., Bloem, J., Bonkowski, M., Christensen, S., Dubois, D., Ekelund, F., Fließbach, A., Gunst, L., Hedlund, K. and Mäder, P. (2008). Long-Term Organic Farming Fosters below and Aboveground Biota: Implications for Soil Quality, Biological Control and Productivity. Soil Biology and Biochemistry 40(9): 2297–2308.
  9. Bolund, Per, and Sven Hunhammar. (1999). Ecosystem Services in Urban Areas. Ecological Economics 29(2): 293–301.
  10. Booth, M. J., Branco, M. R., Ficz, G., Oxley, D., Krueger, F., Reik, W., & Balasubramanian, S. (2012). Quantitative sequencing of 5-methylcytosine and 5-hydroxymethylcytosine at single-base resolution. Science, 336(6083), 934-937.
  11. Brevik, E. C., Slaughter, L., Singh, B. R., Steffan, J. J., Collier, D., Barnhart, P., & Pereira, P. (2020). Soil and Human Health: Current Status and Future Needs. Air, Soil and Water Research 13(2).
  12. Burgess, Neil D, Sarah Darrah, Sarah Knight, and Fiona S Danks. (2016). Approaches To Mapping ECOSYSTEM SERVICES.
  13. Cardinale, Bradley J et al. (2012). Citation for the Published Paper: Publishing Group . Epsilon Open Archive Http://Epsilon.Slu.Se Biodiversity Loss and Its Impact on Humanity. : 59–67.
  14. Cash, D.W., Adger, W.N., Berkes, F., Garden, P., Lebel, L., Olsson, P., Pritchard, L. and Young, O. (2006). Scale and Cross-Scale Dynamics: Governance and Information in a Multilevel World. Ecology and Society 11(2).
  15. Cheaib, A., Badeau, V., Boe, J., Chuine, I., Delire, C., Dufrene, E., Francois, C., Gritti, E.S., Legay, M., Pagé, C. and Thuiller, W. (2012). Climate Change Impacts on Tree Ranges: Model Intercomparison Facilitates Understanding and Quantification of Uncertainty. Ecology Letters 15(6): 533–44.
  16. Costanza, R., De Groot, R., Sutton, P., Van der Ploeg, S., Anderson, S.J., Kubiszewski, I., Farber, S. and Turner, R.K. (2014). Changes in the Global Value of Ecosystem Services. Global Environmental Change 26(1): 152–58.
  17. Crossman, N.D., Burkhard, B., Nedkov, S., Willemen, L., Petz, K., Palomo, I., Drakou, E.G., Martin-Lopez, B., McPhearson, T., Boyanova, K. and Alkemade, R. (2013). A Blueprint for Mapping and Modelling Ecosystem Services. Ecosystem Services 4: 4–14.
  18. Daily, G.C., Polasky, S., Goldstein, J., Kareiva, P.M., Mooney, H.A., Pejchar, L., Ricketts, T.H., Salzman, J. and Shallenberger, R. (2009). Ecosystem Services in Decision Making: Time to Deliver. Frontiers in Ecology and the Environment 7(1): 21–28.
  19. Depellegrin, Daniel, Paulo Pereira, Ieva Misiune, and Lukas Egarter-Vigl. (2016). Mapping Ecosystem Services Potential in Lithuania. International Journal of Sustainable Development and World Ecology 23(5): 441–55.
  20. Dijk, Van, Van Der Wal, J Tjalling, and Garcia Blanco. (2018). Article ( Refereed ) - Postprint.
  21. Fischer, M., Bossdorf, O., Gockel, S., Hansel, F., Hemp, A., Hessenmoller, D., Korte, G., Nieschulze, J., Pfeiffer, S., Prati, D. and Renner, S. (2010). Implementing Large-Scale and Long-Term Functional Biodiversity Research: The Biodiversity Exploratories. Basic and Applied Ecology 11(6): 473–85.
  22. Forrest, M. R. (1980). Scandinavian Audiology, Supplement The Efficiency of Hearing Protection to Impulse Noise.
  23. Greenleaf, Sarah S et al. (2016). International Association for Ecology Bee Foraging Ranges and Their Relationship to Body Size Published by: Springer in Cooperation with International Association for Ecology Stable URL: Http://Www.Jstor.Org/Stable/40213008 REFERENCES Linked References . 153(3): 589–96.
  24. Guerry, A.D., Ruckelshaus, M.H., Arkema, K.K., Bernhardt, J.R., Guannel, G., Kim, C.K., Marsik, M., Papenfus, M., Toft, J.E., Verutes, G. and Wood, S.A. (2012). Modeling Benefits from Nature: Using Ecosystem Services to Inform Coastal and Marine Spatial Planning. International Journal of Biodiversity Science, Ecosystem Services and Management 8(1–2): 107–21.
  25. Gurnell, Angela M. (2016). River Science: Research and Management for the 21st Century Trees, Wood and River Morphodynamics: Results from 15 Years Research on the Tagliamento River, Italy.
  26. Hassanpour, J., Mustafa, Y. T., & Habeeb, H. N. (2018). Spatio-Temporal Estimation of Surface Water Area in Dohuk Governorate Using Remote Sensing & GIS. In 2018 International Conference on Advanced Science and Engineering (ICOASE) (pp. 443-448). IEEE.
  27. Hoffmann, A., Penner, J., Vohland, K., Cramer, W., Doubleday, R., Henle, K., Koljalg, U., Kuhn, I., Kunin, W.E., Negro, J.J. and Penev, L. (2014). Improved Access to Integrated Biodiversity Data for Science, Practice, and Policy - The European Biodiversity Observation Network (EU BON). Nature Conservation 6: 49–65.
  28. Hou, D., He, H., Huang, P., Zhang, G. and Loaiciga, H. (2013). Detection of Water-Quality Contamination Events Based on Multi-Sensor Fusion Using an Extented Dempster-Shafer Method. Measurement Science and Technology 24(5).
  29. Kennedy T. A; Naeem S., Howe K. M, Knops J. M. H., Tilman D., Reich P. B. (2002). Biodiversity as a Barrier to Glioma Cell Invasion Veel Moeten Veranderen o.a. Titel En Auteurs. Nature 417(June): 636–38.
  30. Keune, H., Dendoncker, N., Popa, F., Sander, J., Kampelmann, S., Boeraeve, F., Dufrêne, M., Bauler, T., Casaer, J., Cerulus, T. and De Blust, G. (2015). Emerging Ecosystem Services Governance Issues in the Belgium Ecosystem Services Community of Practice. Ecosystem Services 16: 212–19.
  31. Lwin, Ko Ko, and Yuji Murayama. (2011). Web-Based GIS System for Real-Time Field Data Collection Using Personal Mobile Phone. Journal of Geographic Information System 03(04): 382–89.
  32. Maes J, Fabrega Domenech N, Zulian G, Lopes Barbosa A, Vizcaino Martinez M, Ivits E, Polce C, Vandecasteele I, Mari Rivero I, Bastos De Morais Guerra C, Perpiña Castillo C, Vallecillo Rodriguez S, Baranzelli C, Ribeiro Barranco R, Batista E Silva F, Jacobs C, Trombetti M, Lavalle C. (2015). Mapping and Assessment of Ecosystems and Their Services Trends in Ecosystems and Ecosystem - JRC Report Number JRC94889.
  33. Maes, Joachim, Benjamin Burkhard, and Davide Geneletti. (2018). Ecosystem Services Are Inclusive and Deliver Multiple Values. A Comment on the Concept of Nature’s Contributions to People. One Ecosystem 3.
  34. Mascia, M.B., Pailler, S., Thieme, M.L., Rowe, A., Bottrill, M.C., Danielsen, F., Geldmann, J., Naidoo, R., Pullin, A.S. and Burgess, N.D. (2014). Commonalities and Complementarities among Approaches to Conservation Monitoring and Evaluation. Biological Conservation 169: 258–67.
  35. Michael Haenlein, Andreas M. Kaplan. (2004). A Beginner's Guide to Partial Least Squares Analysis, Understanding Statistics. Statistical Issues in Psychology and Social Sciences, Volume 3. Understanding Statistics 3(4): 283–97.;jsessionid=B982CC08B614550A8A5322631F1945CD?doi=
  36. Michelotti, Gregory A., Mariana V. Machado, and Anna Mae Diehl. (2013). NAFLD, NASH and Liver Cancer. Nature Reviews Gastroenterology and Hepatology 10(11): 656–65.
  37. Mooney, Harold Alfred. 2005. AND HUMAN WELL-BEING.
  38. Mori, K., Gotthelf, E.V., Zhang, S., An, H., Baganoff, F.K., Barriere, N.M., Beloborodov, A.M., Boggs, S.E., Christensen, F.E., Craig, W.W. and Dufour, F. (2013). Nustar Discovery of a 3.76 S Transient Magnetar near Sagittarius A. Astrophysical Journal Letters 770(2): 1–5.
  39. Mzuri, R. T., Omar, A. A., Mustafa, Y. T. (2021). Spatiotemporal analysis of vegetation cover and its response to terrain and climate factors in Duhok Governorate, Kurdistan Region, Iraq. Iraqi Geological Journal, 54(1): 110-126.
  40. Nelson, E., Polasky, S., Lewis, D.J., Plantinga, A.J., Lonsdorf, E., White, D., Bael, D. and Lawler, J.J. (2008). Efficiency of Incentives to Jointly Increase Carbon Sequestration and Species Conservation on a Landscape. Proceedings of the National Academy of Sciences of the United States of America 105(28): 9471–76.
  41. Nelson, E., Mendoza, G., Regetz, J., Polasky, S., Tallis, H., Cameron, D., Chan, K.M., Daily, G.C., Goldstein, J., Kareiva, P.M. and Lonsdorf, E. (2009). Modeling Multiple Ecosystem Services, Biodiversity Conservation, Commodity Production, and Tradeoffs at Landscape Scales. Frontiers in Ecology and the Environment 7(1): 4–11.
  42. Nemec, Kristine T., and Ciara Raudsepp-Hearne. (2013). The Use of Geographic Information Systems to Map and Assess Ecosystem Services. Biodiversity and Conservation 22(1): 1–15.
  43. Obeyed M. H., Mustafa Y.T. and Akrawee Z. M. (2018). Estimating and Mapping Aboveground Biomass of Natural Quercus Aegilops Using WorldView-3 Imagery, 2018 International Conference on Advanced Science and Engineering (ICOASE), 2018, pp. 437-442, doi: 10.1109/ICOASE.2018.8548859.
  44. Qiu, Jiangxiao, and Monica G. Turner. (2013). Spatial Interactions among Ecosystem Services in an Urbanizing Agricultural Watershed. Proceedings of the National Academy of Sciences of the United States of America 110(29): 12149–54.
  45. Rabe, Sven Erik, Remo Gantenbein, Kai Florian Richter, and Adrienne Grêt-Regamey. (2018). Increasing the Credibility of Expert-Based Models with Preference Surveys – Mapping Recreation in the Riverine Zone. Ecosystem Services 31: 308–17.
  46. Raudsepp-Hearne, C., G. D. Peterson, and E. M. Bennett. (2010). Ecosystem Service Bundles for Analyzing Tradeoffs in Diverse Landscapes. Proceedings of the National Academy of Sciences of the United States of America 107(11): 5242–47.
  47. Ricketts, T.H., Regetz, J., Steffan-Dewenter, I., Cunningham, S.A., Kremen, C., Bogdanski, A., Gemmill-Herren, B., Greenleaf, S.S., Klein, A.M., Mayfield, M.M. and Morandin, L.A. (2008). Landscape Effects on Crop Pollination Services: Are There General Patterns? Ecology Letters 11(5): 499–515.
  48. Roche, Stephane. (2014). Geographic Information Science I: Why Does a Smart City Need to Be Spatially Enabled? Progress in Human Geography 38(5): 703–11.
  49. Ruckelshaus, M., Doney, S.C., Galindo, H.M., Barry, J.P., Chan, F., Duffy, J.E., English, C.A., Gaines, S.D., Grebmeier, J.M., Hollowed, A.B. and Knowlton, N. (2013). Securing Ocean Benefits for Society in the Face of Climate Change. Marine Policy 40(1): 154–59.
  50. Schaafsma, M., Morse-Jones, S., Posen, P., Swetnam, R.D., Balmford, A., Bateman, I.J., Burgess, N.D., Chamshama, S.A.O., Fisher, B., Green, R.E. and Hepelwa, A.S. (2012). Towards Transferable Functions for Extraction of Non-Timber Forest Products: A Case Study on Charcoal Production in Tanzania. Ecological Economics 80: 48–62.
  51. Scholte, S.S., Daams, M., Farjon, H., Sijtsma, F.J., van Teeffelen, A.J. and Verburg, P.H. (2018). Mapping Recreation as an Ecosystem Service: Considering Scale, Interregional Differences and the Influence of Physical Attributes. Landscape and Urban Planning 175: 149–60.
  52. Sherrouse, Benson C., Jessica M. Clement, and Darius J. Semmens. (2011). A GIS Application for Assessing, Mapping, and Quantifying the Social Values of Ecosystem Services. Applied Geography 31(2): 748–60.
  53. Siemann, Evan, David Tilman, John Haarstad, and Mark Ritchie. (1998). Experimental Tests of the Dependence of Arthropod Diversity on Plant Diversity. American Naturalist 152(5): 738–50.
  54. Swetnam, R.D., Fisher, B., Mbilinyi, B.P., Munishi, P.K., Willcock, S., Ricketts, T., Mwakalila, S., Balmford, A., Burgess, N.D., Marshall, A.R. and Lewis, S.L. (2011). Mapping Socio-Economic Scenarios of Land Cover Change: A GIS Method to Enable Ecosystem Service Modelling. Journal of Environmental Management 92(3): 563–74.
  55. Tscharntke, T., Klein, A.M., Kruess, A., Steffan-Dewenter, I. and Thies, C. (2005). Landscape Perspectives on Agricultural Intensification and Biodiversity - Ecosystem Service Management. Ecology Letters 8(8): 857–74.
  56. Tscharntke, T., Tylianakis, J.M., Rand, T.A., Didham, R.K., Fahrig, L., Batary, P., Bengtsson, J., Clough, Y., Crist, T.O., Dormann, C.F. and Ewers, R.M. (2012). Landscape Moderation of Biodiversity Patterns and Processes - Eight Hypotheses. Biological Reviews 87(3): 661–85.
  57. Tsiafouli, M.A., Thebault, E., Sgardelis, S.P., De Ruiter, P.C., Van Der Putten, W.H., Birkhofer, K., Hemerik, L., De Vries, F.T., Bardgett, R.D., Brady, M.V. and Bjornlund, L. (2015). Intensive Agriculture Reduces Soil Biodiversity across Europe. Global Change Biology 21(2): 973–85.
  58. Volk, M., Lautenbach, S., van Delden, H., Newham, L.T. and Seppelt, R. (2010). How Can We Make Progress with Decision Support Systems in Landscape and River Basin Management? Lessons Learned from a Comparative Analysis of Four Different Decision Support Systems. Environmental Management 46(6): 834–49.
  59. De Vries, Sjerp, Sonja M.E. van Dillen, Peter P. Groenewegen, and Peter Spreeuwenberg. (2013). Streetscape Greenery and Health: Stress, Social Cohesion and Physical Activity as Mediators. Social Science and Medicine 94: 26–33.
  60. Willemen, Louise. (2020). It’s about Time: Advancing Spatial Analyses of Ecosystem Services and Their Application. Ecosystem Services 44(February): 101125.

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