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Environmental Processes

, Volume 5, Issue 4, pp 807–831 | Cite as

Ecosystem Health Assessment Using a Fuzzy Spatial Decision Support System in Taleghan Watershed Before and After Dam Construction

  • Peyman JafaryEmail author
  • Abbas Alimohammadi Sarab
  • Nadia Abbaszadeh Tehrani
Original Article

Abstract

Developing new and practical methodologies in order to assess ecosystem health based on physical, ecological and socio-economic indicators is an essential field of environmental studies. Nowadays, because of the considerable importance of the spatiotemporal dynamics of ecosystem variables, scientists utilize technologies such as geospatial information systems and remote sensing to achieve different indicators. In this paper, the Taleghan watershed, in Alborz province in Iran was selected as a study area, which has been exposed to many stresses including the construction of a dam in 2007. First, an indicator system based on Driving force-Pressure-State-Impact (DPSI) model was established. Indicators were quantified before and after construction of the dam. At the end, the assessment was carried out by development of a spatial decision support system based on fuzzy analytical hierarchy process method. This system was made for calculating the weights of indicators, compositing the maps of various indicators, producing and displaying maps of DPSI indicators and regional ecosystem health, and identifying critical areas in terms of ecosystem health. The results show that ecosystem health values in the eastern (especially northeast) parts of the watershed (upstream of the dam) and the areas adjacent to the river have been lower in comparison with other areas before dam construction. However, after the dam construction, critical areas in terms of ecosystem health shifted to the downstream region in the western parts. 29.79% of the region in the first period and 23.37% in the second period had a very low and low level of ecosystem health.

Keywords

Ecosystem health Spatial decision support systems Indicator DPSI Fuzzy AHP Dam 

Notes

Acknowledgments

We would like to express our sincere gratitude to the editor and anonymous reviewers for their constructive comments. We thank the Iran Ministry of Roads & Urban Development, Iran Ministry of Agriculture Jihad, Statistical Center of Iran and Iran Meteorological Organization for providing data.

References

  1. Ahmadi S, Khosravi H, Dehghan P (2016) Evolution of land use changes using remote sensing (case study: Hiv Basin, Taleghan). Int Forest Soil Erosion 6(2):49–55Google Scholar
  2. Ambas V, Baltas E (2014) Spectral analysis of hourly solar radiation. Environ Process 1:251–263.  https://doi.org/10.1007/s40710-014-0023-9 CrossRefGoogle Scholar
  3. Barrett GW, Rosenberg R (1981) Stress effects on natural ecosystems. Wiley, ChichesterGoogle Scholar
  4. Bell S (2012) DPSIR=a problem structuring method? An exploration from the “imagine” approach. Eur J Oper Res 222:350–360.  https://doi.org/10.1016/j.ejor.2012.04.029 CrossRefGoogle Scholar
  5. Borimnejad V, Salimian F (2014) Investigation of socio-economic and environmental effects of Taleghan dam using structural equation modeling. Int J Agric Manage Dev 4:193–202Google Scholar
  6. Borrelli P, Sandia Rondón LA, Schütt B (2013) The use of Landsat imagery to assess large-scale forest cover changes in space and time, minimizing false-positive changes. Appl Geogr 41:147–157.  https://doi.org/10.1016/j.apgeog.2013.03.010 CrossRefGoogle Scholar
  7. Castillo-Rodríguez M, López-Blanco J, Muñoz-Salinas E (2010) A geomorphologic GIS-multivariate analysis approach to delineate environmental units, a case study of La Malinche volcano (Central México). Appl Geogr 30:629–638.  https://doi.org/10.1016/j.apgeog.2010.01.003 CrossRefGoogle Scholar
  8. Chang D-Y (1996) Applications of the extent analysis method on fuzzy AHP. Eur J Oper Res 95:649–655.  https://doi.org/10.1016/0377-2217(95)00300-2 CrossRefGoogle Scholar
  9. Chi Y, Zheng W, Shi H, Sun J, Fu Z (2018) Spatial heterogeneity of estuarine wetland ecosystem health influenced by complex natural and anthropogenic factors. Sci Total Environ 634:1445–1462.  https://doi.org/10.1016/j.scitotenv.2018.04.085 CrossRefGoogle Scholar
  10. Condurat M, Nicuţă AM, Andrei R (2017) Environmental impact of road transport traffic. A case study for county of Iaşi road network. Procedia Eng 181:123–130.  https://doi.org/10.1016/j.proeng.2017.02.379 CrossRefGoogle Scholar
  11. Cooper AR, Infante DM, Daniel WM, Wehrly KE, Wang L, Brenden TO (2017) Assessment of dam effects on streams and fish assemblages of the conterminous USA. Sci Total Environ 586:879–889.  https://doi.org/10.1016/j.scitotenv.2017.02.067 CrossRefGoogle Scholar
  12. Costanza R, Norton BG, Haskell BD (1992) Ecosystem health—new goals for environmental management. Island Press, Washington, DCGoogle Scholar
  13. Dai Q, Liu G, Xue S, Lan X, Zhai S, Tian J, Wang G (2007) Health diagnoses of ecosystems subject to a typical erosion environment in Zhifanggou watershed, north-West China. Front For China 2:241–250.  https://doi.org/10.1007/s11461-007-0040-1 CrossRefGoogle Scholar
  14. DeFries RS, Foley JA, Asner GP (2004) Land-use choices: balancing human needs and ecosystem function. Front Ecol Environ 2:249–257. https://doi.org/10.1890/1540-9295(2004)002[0249:LCBHNA]2.0.CO;2CrossRefGoogle Scholar
  15. Deng H (1999) Multicriteria analysis with fuzzy pairwise comparison. Int J Approx Reason 21:215–231.  https://doi.org/10.1016/S0888-613X(99)00025-0 CrossRefGoogle Scholar
  16. Dolan DM, El-Shaarawi AH, Reynoldson TB (2000) Predicting benthic counts in Lake Huron using spatial statistics and quasi-likelihood. Environmetrics 11:287–304.  https://doi.org/10.1002/(SICI)1099-095X(200005/06)11:3<287::AID-ENV409>3.0.CO;2-4 CrossRefGoogle Scholar
  17. EEA (1995) Europe's environment: the Dobris assessment. European Environmental Agency, CopenhagenGoogle Scholar
  18. Efthimiou N (2016) Performance of the RUSLE in Mediterranean mountainous catchments. Environ Process 3:1001–1019.  https://doi.org/10.1007/s40710-016-0174-y CrossRefGoogle Scholar
  19. Erensal YC, Öncan T, Demircan ML (2006) Determining key capabilities in technology management using fuzzy analytic hierarchy process: a case study of Turkey. Inf Sci 176:2755–2770.  https://doi.org/10.1016/j.ins.2005.11.004 CrossRefGoogle Scholar
  20. ESRI (2004) ArcGIS desktop developer guide 1st edn. Redlands, CaliforniaGoogle Scholar
  21. Farajzadeh M, Kamangar M, Bahrami F (2015) Assessing landscape change of Minab delta morphs before and after dam construction. Natrl Environ Chg 1:21–29Google Scholar
  22. Friend AM, Rapport DJ (1991) Evolution of macro-information systems for sustainable development. Ecol Econ 3:59–76.  https://doi.org/10.1016/0921-8009(91)90048-J CrossRefGoogle Scholar
  23. Gari SR, Newton A, Icely JD (2015) A review of the application and evolution of the DPSIR framework with an emphasis on coastal social-ecological systems. Ocean Coast Manag 103:63–77.  https://doi.org/10.1016/j.ocecoaman.2014.11.013 CrossRefGoogle Scholar
  24. Gbanie SP, Tengbe PB, Momoh JS, Medo J, Kabba VTS (2013) Modelling landfill location using geographic information systems (GIS) and multi-criteria decision analysis (MCDA): case study Bo, southern Sierra Leone. Appl Geogr 36:3–12.  https://doi.org/10.1016/j.apgeog.2012.06.013 CrossRefGoogle Scholar
  25. Ghamgosar M (2011) Multicriteria decision making based on analytical hierarchy process (AHP) in GIS for tourism. Middle-East J Sci Res 10:501–507Google Scholar
  26. Gogus O, Boucher TO (1998) Strong transitivity, rationality and weak monotonicity in fuzzy pairwise comparisons. Fuzzy Sets Syst 94:133–144.  https://doi.org/10.1016/S0165-0114(96)00184-4 CrossRefGoogle Scholar
  27. Gorr W, Johnson M, Roehrig S (2001) Spatial decision support system for home-delivered services. J Geogr Syst 3:181–197.  https://doi.org/10.1007/PL00011474 CrossRefGoogle Scholar
  28. Gray AN, Azuma DL (2005) Repeatability and implementation of a forest vegetation indicator. Ecol Indic 5:57–71.  https://doi.org/10.1016/j.ecolind.2004.09.001 CrossRefGoogle Scholar
  29. Gregory AJ, Atkins JP, Burdon D, Elliott M (2013) A problem structuring method for ecosystem-based management: the DPSIR modelling process. Eur J Oper Res 227:558–569.  https://doi.org/10.1016/j.ejor.2012.11.020 CrossRefGoogle Scholar
  30. Haregeweyn N, Tsunekawa A, Poesen J, Tsubo M, Meshesha DT, Fenta AA, Nyssen J, Adgo E (2017) Comprehensive assessment of soil erosion risk for better land use planning in river basins: case study of the upper Blue Nile River. Sci Total Environ 574:95–108.  https://doi.org/10.1016/j.scitotenv.2016.09.019 CrossRefGoogle Scholar
  31. Heydari M, Othman F, Noori M (2013) A review of the environmental impact of large dams in Iran. Int J Adv Civ Strl and Env Eng 1:1–4.  https://doi.org/10.5281/zenodo.18263 CrossRefGoogle Scholar
  32. Jafari R, Hasheminasab S (2017) Assessing the effects of dam building on land degradation in Central Iran with Landsat LST and LULC time series. Environ Monit Assess 189:1–15.  https://doi.org/10.1007/s10661-017-5792-y CrossRefGoogle Scholar
  33. Jago-on KAB, Kaneko S, Fujikura R, Fujiwara A, Imai T, Matsumoto T, Zhang J, Tanikawa H, Tanaka K, Lee B, Taniguchi M (2009) Urbanization and subsurface environmental issues: an attempt at DPSIR model application in Asian cities. Sci Total Environ 407:3089–3104.  https://doi.org/10.1016/j.scitotenv.2008.08.004 CrossRefGoogle Scholar
  34. Jiang Z, Su S, Jing C, Lin S, Fei X, Wu J (2012) Spatiotemporal dynamics of soil erosion risk for Anji County, China. Stoch Env Res Risk A 26:751–763.  https://doi.org/10.1007/s00477-012-0590-0 CrossRefGoogle Scholar
  35. Jihong X, Lihuai L, Junqiang L, Laounia N (2014) Development of a GIS-based decision support system for diagnosis of river system health and restoration. Water 6:3136–3151.  https://doi.org/10.3390/w6103136 CrossRefGoogle Scholar
  36. Kandziora M, Burkhard B, Müller F (2013) Interactions of ecosystem properties, ecosystem integrity and ecosystem service indicators—a theoretical matrix exercise. Ecol Indic 28:54–78.  https://doi.org/10.1016/j.ecolind.2012.09.006 CrossRefGoogle Scholar
  37. Kiani V, Feghhi J, Nazari A, Alizadeh A (2011) Analysis of changes of land use/cover by using SWOT matrix for Compling solution for land use sustainable Management of Land use in Taleghan, Iran. Env Eros Res 1(3):45–60Google Scholar
  38. Kolios S, Stylios CD (2013) Identification of land cover/land use changes in the greater area of the Preveza peninsula in Greece using Landsat satellite data. Appl Geogr 40:150–160.  https://doi.org/10.1016/j.apgeog.2013.02.005 CrossRefGoogle Scholar
  39. Kourtis IM, Tsihrintzis VA (2017) Economic valuation of ecosystem services provided by the restoration of an irrigation canal to a riparian corridor. Environ Process 4:749–769.  https://doi.org/10.1007/s40710-017-0256-5 CrossRefGoogle Scholar
  40. Kremen C, Ostfeld RS (2005) A call to ecologists: measuring, analyzing, and managing ecosystem services. Front Ecol Environ 3:540–548. https://doi.org/10.1890/1540-9295(2005)003[0540:ACTEMA]2.0.CO;2CrossRefGoogle Scholar
  41. Landell-Mills N (2002) Developing markets for forest environmental services: an opportunity for promoting equity while securing efficiency? Philos Trans Royal Soc A 360:1817–1825.  https://doi.org/10.1098/rsta.2002.1034 CrossRefGoogle Scholar
  42. Levy JK (2005) Multiple criteria decision making and decision support systems for flood risk management. Stoch Env Res Risk A 19:438–447.  https://doi.org/10.1007/s00477-005-0009-2 CrossRefGoogle Scholar
  43. Li Z, Xu D, Guo X (2014) Remote sensing of ecosystem health: opportunities, challenges, and future perspectives. Sensors 14:21117–21139.  https://doi.org/10.3390/s141121117 CrossRefGoogle Scholar
  44. Liao C, Yue Y, Wang K, Fensholt R, Tong X, Brandt M (2018) Ecological restoration enhances ecosystem health in the karst regions of Southwest China. Ecol Indic 90:416–425.  https://doi.org/10.1016/j.ecolind.2018.03.036 CrossRefGoogle Scholar
  45. Lin Q (2011) Influence of dams on river ecosystem and its countermeasures. J Water Resource Prot 03:60–66.  https://doi.org/10.4236/jwarp.2011.31007 CrossRefGoogle Scholar
  46. Liu X, Cheng X, Skidmore AK (2011a) Potential solar radiation pattern in relation to the monthly distribution of giant pandas in Foping nature reserve, China. Ecol Model 222:645–652.  https://doi.org/10.1016/j.ecolmodel.2010.10.012 CrossRefGoogle Scholar
  47. Liu X, Zhang J, Tong Z, Bao Y, Zhang D (2011b) Grid-based multi-attribute risk assessment of snow disasters in the grasslands of Xilingol, Inner Mongolia. Hum Ecol Risk Assess 17:712–731.  https://doi.org/10.1080/10807039.2011.571123 CrossRefGoogle Scholar
  48. Malczewski J (1999) GIS and multicriteria decision analysis. Wiley, New YorkGoogle Scholar
  49. Malczewski J, Rinner C (2005) Exploring multicriteria decision strategies in GIS with linguistic quantifiers: a case study of residential quality evaluation. J Geogr Syst 7:249–268.  https://doi.org/10.1007/s10109-005-0159-2 CrossRefGoogle Scholar
  50. Manouchehri GR, Mahmoodian SA (2002) Environmental impacts of dams constructed in Iran. Int J Water Resour D 18:179–182.  https://doi.org/10.1080/07900620220121738 CrossRefGoogle Scholar
  51. Martin K, Štěpánka Č (2010) Using topographic wetness index in vegetation ecology: does the algorithm matter? Appl Veg Sci 13:450–459.  https://doi.org/10.1111/j.1654-109X.2010.01083.x CrossRefGoogle Scholar
  52. McCartney M, Sullivan CA, Acreman M (2001) Ecosystem impacts of large dams. School of Arts and Social Sciences PapersGoogle Scholar
  53. Mikhailov L, Tsvetinov P (2004) Evaluation of services using a fuzzy analytic hierarchy process. Appl Soft Comput 5:23–33.  https://doi.org/10.1016/j.asoc.2004.04.001 CrossRefGoogle Scholar
  54. Miller J, Rogan J (1997) Assessing the conditions of local ecosystems and their effects on communities: tools and techniques. In: Community-based environmental protection: a resource book for protecting. United States environmental protectionGoogle Scholar
  55. Mohamedou C, Tokola T, Eerikäinen K (2017) LiDAR-based TWI and terrain attributes in improving parametric predictor for tree growth in Southeast Finland. Int J Appl Earth Obs Geoinf 62:183–191.  https://doi.org/10.1016/j.jag.2017.06.004 CrossRefGoogle Scholar
  56. Montero J-M, Chasco C, Larraz B (2010) Building an environmental quality index for a big city: a spatial interpolation approach combined with a distance indicator. J Geogr Syst 12:435–459.  https://doi.org/10.1007/s10109-010-0108-6 CrossRefGoogle Scholar
  57. Mtkan AA, Saeedi K, Shakiba A, Husseini Asl A (2011) Evaluation of land cover change in relation to Taleghan dam construction RS techniques. J Appl Res Geogr Sci 16(19):45–64Google Scholar
  58. Muñoz Escobar M, Hollaender R, Pineda Weffer C (2013) Institutional durability of payments for watershed ecosystem services: lessons from two case studies from Colombia and Germany. Ecosyst Serv 6:46–53.  https://doi.org/10.1016/j.ecoser.2013.04.004 CrossRefGoogle Scholar
  59. Muñoz-Erickson TA, Aguilar-González B, Sisk TD (2007) Linking ecosystem health indicators and collaborative management: a systematic framework to evaluate ecological and social outcomes. Ecol Soc 12:1–19CrossRefGoogle Scholar
  60. Mustak S, Baghmar NK, Srivastava PK, Singh SK, Binolakar R (2018) Delineation and classification of rural–urban fringe using geospatial technique and onboard DMSP–operational Linescan system. Geocarto Int 33:375–396.  https://doi.org/10.1080/10106049.2016.1265594 CrossRefGoogle Scholar
  61. Nazari Samani A, Ghorbani M, Kohbanani HR (2010) Landuse changes in Taleghan watershed from 1987 to 2001. Rangeland 4(3):442–451Google Scholar
  62. O’Brien A, Townsend K, Hale R, Sharley D, Pettigrove V (2016) How is ecosystem health defined and measured? A critical review of freshwater and estuarine studies. Ecol Indic 69:722–729.  https://doi.org/10.1016/j.ecolind.2016.05.004 CrossRefGoogle Scholar
  63. OECD (1993) OECD Core set of indicators for environmental performance reviews: a synthesis report by the group on the state of the environment, Sacramento River. Organization for Economic Cooperation and Development, ParisGoogle Scholar
  64. Patil GP, Brooks RP, Myers WL, Rapport DJ, Taillie C (2001) Ecosystem health and its measurement at landscape scale: toward the next generation of quantitative assessments. Ecosyst Health 7:307–316.  https://doi.org/10.1046/j.1526-0992.2001.01034.x CrossRefGoogle Scholar
  65. Patten BC, Fath BD, Choi JS, Bastianoni S, Borrett SR, Brandt-Williams S, Debeljak M, Fonseca J, Grant WE, Karnawati D, Marques JC, Moser A, Müller F, Pahl-Wostl C, Seppelt R, Steinborn WH, Svirezhev YM (2002) Chapter 3 - Complex adaptive hierarchical systems. In: Costanza R, Jørgensen SE (eds) Understanding and Solving Environmental Problems in the 21st Century. Elsevier Science, Amsterdam, pp 41–94.  https://doi.org/10.1016/B978-008044111-5/50005-6 CrossRefGoogle Scholar
  66. Peng J, Wang Y, Wu J, Zhang Y (2007) Evaluation for regional ecosystem health: methodology and research progress. Acta Ecol Sin 27:4877–4885.  https://doi.org/10.1016/S1872-2032(08)60009-8 CrossRefGoogle Scholar
  67. Peng J, Liu Y, Wu J, Lv H, Hu X (2015) Linking ecosystem services and landscape patterns to assess urban ecosystem health: a case study in Shenzhen City, China. Landsc Urban Plan 143:56–68.  https://doi.org/10.1016/j.landurbplan.2015.06.007 CrossRefGoogle Scholar
  68. Petropoulos GP, Griffiths HM, Kalivas DP (2014) Quantifying spatial and temporal vegetation recovery dynamics following a wildfire event in a Mediterranean landscape using EO data and GIS. Appl Geogr 50:120–131.  https://doi.org/10.1016/j.apgeog.2014.02.006 CrossRefGoogle Scholar
  69. Pôças I, Cunha M, Pereira LS (2011) Remote sensing based indicators of changes in a mountain rural landscape of Northeast Portugal. Appl Geogr 31:871–880.  https://doi.org/10.1016/j.apgeog.2011.01.014 CrossRefGoogle Scholar
  70. Pourfazel SA, Gharagozlou A, Keirkhah Zarkesh MM, Sadeghian S (2015) Investigation of Taleghan dam construction impacts on physical urban areas development using GIS/RS and presentation of urban development model. J Environ Sci Technol 16:195–204Google Scholar
  71. Pullanikkatil D, Palamuleni L, Ruhiiga T (2016) Assessment of land use change in Likangala River catchment, Malawi: a remote sensing and DPSIR approach. Appl Geogr 71:9–23.  https://doi.org/10.1016/j.apgeog.2016.04.005 CrossRefGoogle Scholar
  72. Qi A, Holland RA, Taylor G, Richter GM (2018) Grassland futures in Great Britain – productivity assessment and scenarios for land use change opportunities. Sci Total Environ 634:1108–1118.  https://doi.org/10.1016/j.scitotenv.2018.03.395 CrossRefGoogle Scholar
  73. Raduła MW, Szymura TH, Szymura M (2018) Topographic wetness index explains soil moisture better than bioindication with Ellenberg’s indicator values. Ecol Indic 85:172–179.  https://doi.org/10.1016/j.ecolind.2017.10.011 CrossRefGoogle Scholar
  74. Rapport DJ (1995) Ecosystem health: more than a metaphor? Environ Values 4:287–309.  https://doi.org/10.3197/096327195776679439 CrossRefGoogle Scholar
  75. Rapport DJ, Böhm G, Buckingham D, Cairns J, Costanza R, Karr JR, De Kruijf HAM, Levins R, McMichael AJ, Nielsen NO, Whitford WG (1999) Ecosystem health: the concept, the ISEH, and the important tasks ahead. Ecosyst Health 5:82–90.  https://doi.org/10.1046/j.1526-0992.1999.09913.x CrossRefGoogle Scholar
  76. Rapport DJ, Fyfe WS, Costanza R, Spiegel J, Yassie A, Bohm GM, Patil GP, Lannigan R, Anjema CM, Whitford WG, Horwitz P (2001) Ecosystem health: definitions, assessment and case studies. In: Our fragile world: challenges and opportunities for sustainable development. EOLSS, Oxford, pp 21–42Google Scholar
  77. Remmel TK, Csillag F (2003) When are two landscape pattern indices significantly different? J Geogr Syst 5:331–351.  https://doi.org/10.1007/s10109-003-0116-x CrossRefGoogle Scholar
  78. Revenga C (2005) Developing indicators of ecosystem condition using geographic information systems and remote sensing. Reg Environ Chang 5:205–214.  https://doi.org/10.1007/s10113-004-0085-8 CrossRefGoogle Scholar
  79. Revenga C, Brunner J, Henninger N, Kassem K, Payne R (2000) Pilot analysis of global ecosystems: freshwater systems. World Resources Institute, Washington, DCGoogle Scholar
  80. Rezvani Mahmouei A, Shakib SH, Shojarastegari H (2017) Environmental impact assessment of reservoir dams (case study: the Syahoo reservoir dam and its irrigation and drainage Systems in Sarbishe County). Indian J Sci Technol 10(24) June 2017 10CrossRefGoogle Scholar
  81. Rice J (2003) Environmental health indicators. Ocean Coast Manag 46:235–259.  https://doi.org/10.1016/S0964-5691(03)00006-1 CrossRefGoogle Scholar
  82. Roberts SA, Hall GB, Calamai PH (2011) Evolutionary multi-objective optimization for landscape system design. J Geogr Syst 13:299–326.  https://doi.org/10.1007/s10109-010-0136-2 CrossRefGoogle Scholar
  83. Saaty TL (1980) The analytic hierarchy process: planning, priority setting, resource allocation. McGraw-Hill, New YorkGoogle Scholar
  84. Sakamoto A, Fukui H (2004) Development and application of a livable environment evaluation support system using web GIS. J Geogr Syst 6:175–195.  https://doi.org/10.1007/s10109-004-0135-2 CrossRefGoogle Scholar
  85. Shao Q, Shi Y, Xiang Z, Shao H, Xian W, Peng P, Li C, Li Q (2018) Monitoring the grassland change in the Qinghai-Tibetan plateau: a case study on Aba County. J Indian Soc Remote 46:569–580.  https://doi.org/10.1007/s12524-017-0721-7 CrossRefGoogle Scholar
  86. Siddig AAH, Ellison AM, Ochs A, Villar-Leeman C, Lau MK (2016) How do ecologists select and use indicator species to monitor ecological change? Insights from 14 years of publication in ecological indicators. Ecol Indic 60:223–230.  https://doi.org/10.1016/j.ecolind.2015.06.036 CrossRefGoogle Scholar
  87. Singh SK, Mustak S, Srivastava PK, Szabó S, Islam T (2015) Predicting spatial and decadal LULC changes through cellular automata Markov chain models using earth observation datasets and geo-information. Environl Process 2:61–78.  https://doi.org/10.1007/s40710-015-0062-x CrossRefGoogle Scholar
  88. Sørensen R, Zinko U, Seibert J (2006) On the calculation of the topographic wetness index: evaluation of different methods based on field observations. Hydrol Earth Syst Sci 10:101–112.  https://doi.org/10.5194/hess-10-101-2006 CrossRefGoogle Scholar
  89. Stürck J, Schulp CJE, Verburg PH (2015) Spatio-temporal dynamics of regulating ecosystem services in Europe – the role of past and future land use change. Appl Geogr 63:121–135.  https://doi.org/10.1016/j.apgeog.2015.06.009 CrossRefGoogle Scholar
  90. Styers DM, Chappelka AH, Marzen LJ, Somers GL (2010) Developing a land-cover classification to select indicators of forest ecosystem health in a rapidly urbanizing landscape. Landsc Urban Plan 94:158–165.  https://doi.org/10.1016/j.landurbplan.2009.09.006 CrossRefGoogle Scholar
  91. Sugumaran R, Meyer JC, Davis J (2004) A web-based environmental decision support system (WEDSS) for environmental planning and watershed management. J Geogr Syst 6:307–322.  https://doi.org/10.1007/s10109-004-0137-0 CrossRefGoogle Scholar
  92. Sun T, Lin W, Chen G, Guo P, Zeng Y (2016) Wetland ecosystem health assessment through integrating remote sensing and inventory data with an assessment model for the Hangzhou Bay, China. Sci Total Environ 566-567:627–640.  https://doi.org/10.1016/j.scitotenv.2016.05.028 CrossRefGoogle Scholar
  93. Sun R, Yao P, Wang W, Yue B, Liu G (2017) Assessment of Wetland Ecosystem Health in the Yangtze and Amazon River Basins. ISPRS International Journal of Geo-Information 6  https://doi.org/10.3390/ijgi6030081 CrossRefGoogle Scholar
  94. Tapia-Armijos MF, Homeier J, Draper Munt D (2017) Spatio-temporal analysis of the human footprint in South Ecuador: influence of human pressure on ecosystems and effectiveness of protected areas. Appl Geogr 78:22–32.  https://doi.org/10.1016/j.apgeog.2016.10.007 CrossRefGoogle Scholar
  95. Teng H, Liang Z, Chen S, Liu Y, Viscarra Rossel RA, Chappell A, Yu W, Shi Z (2018) Current and future assessments of soil erosion by water on the Tibetan plateau based on RUSLE and CMIP5 climate models. Sci Total Environ 635:673–686.  https://doi.org/10.1016/j.scitotenv.2018.04.146 CrossRefGoogle Scholar
  96. UN (1996) Indicators of sustainable development. United Nations Sales Publication No. E.96.II.A.16, New YorkGoogle Scholar
  97. Vahidnia MH, Alesheikh AA, Alimohammadi A, Hosseinali F (2010) A GIS-based neuro-fuzzy procedure for integrating knowledge and data in landslide susceptibility mapping. Comput Geosci 36:1101–1114.  https://doi.org/10.1016/j.cageo.2010.04.004 CrossRefGoogle Scholar
  98. Vitousek PM, Mooney HA, Lubchenco J, Melillo JM (1997) Human domination of Earth's ecosystems. Science 277:494–499CrossRefGoogle Scholar
  99. Wang G, Fang Q, Zhang L, Chen W, Chen Z, Hong H (2010) Valuing the effects of hydropower development on watershed ecosystem services: case studies in the Jiulong River watershed, Fujian Province, China. Estuar Coast Shelf Sci 86:363–368.  https://doi.org/10.1016/j.ecss.2009.03.022 CrossRefGoogle Scholar
  100. Xu D, Guo X (2015) Some insights on grassland health assessment based on remote sensing. Sensors 15:3070–3089CrossRefGoogle Scholar
  101. Xu F, Yang ZF, Chen B, Zhao YW (2012) Ecosystem health assessment of Baiyangdian Lake based on thermodynamic indicators. Procedia Environ Sci 13:2402–2413.  https://doi.org/10.1016/j.proenv.2012.01.229 CrossRefGoogle Scholar
  102. Yu G, Yu Q, Hu L, Zhang S, Fu T, Zhou X, He X, Ya L, Wang S, Jia H (2013) Ecosystem health assessment based on analysis of a land use database. Appl Geogr 44:154–164.  https://doi.org/10.1016/j.apgeog.2013.07.010 CrossRefGoogle Scholar
  103. Zadeh LA (1965) Fuzzy sets. Inf Control 8:338–353.  https://doi.org/10.1016/S0019-9958(65)90241-X CrossRefGoogle Scholar
  104. Zhang J, Gurkan Z, Jørgensen SE (2010) Application of eco-exergy for assessment of ecosystem health and development of structurally dynamic models. Ecol Model 221:693–702.  https://doi.org/10.1016/j.ecolmodel.2009.10.017 CrossRefGoogle Scholar
  105. Zhang F, Zhang J, Wu R, Ma Q, Yang J (2016) Ecosystem health assessment based on DPSIRM framework and health distance model in Nansi Lake, China. Stoch Env Res Risk A 30:1235–1247.  https://doi.org/10.1007/s00477-015-1109-2 CrossRefGoogle Scholar
  106. Zhang F, Sun X, Zhou Y, Zhao C, Du Z, Liu R (2017) Ecosystem health assessment in coastal waters by considering spatio-temporal variations with intense anthropogenic disturbance. Environ Model Softw 96:128–139.  https://doi.org/10.1016/j.envsoft.2017.06.052 CrossRefGoogle Scholar
  107. Zhao S, Wu C, Hong H, Zhang L (2009) Linking the concept of ecological footprint and valuation of ecosystem services – a case study of economic growth and natural carrying capacity. Int J Sust Dev World 16:137–142.  https://doi.org/10.1080/13504500902796310 CrossRefGoogle Scholar

Copyright information

© Springer Nature Switzerland AG 2018

Authors and Affiliations

  1. 1.GIS Department, Faculty of Geodesy and Geomatics EngineeringK.N. Toosi University of TechnologyTehranIran
  2. 2.Aerospace Research Institute (ARI)TehranIran

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