Skip to main content
Top
Published in: Urban Ecosystems 2/2023

14-10-2022

Modeling the spatial distribution of multiple ecosystem services in Ilam dam watershed, Western Iran: identification of areas for spatial planning

Authors: Mohsen Tavakoli, Fatemeh Mohammadyari

Published in: Urban Ecosystems | Issue 2/2023

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

The main purpose of current research is to quantify multiple Ecosystem Services (ESs) for the Ilam dam watershed, Western Iran. In this sense, the Integrated Valuation of Ecosystem Services and Tradeoffs (InVEST) was applied to quantify water yield, sediment retention, and habitat quality, and Recreation Opportunity Spectrum (ROS) to model recreation for the current landscape (here 2021). Due to the inevitable exchanges between different types of ESs, in this study, Getis-ord Gi ∗ statistics were also used to describe the characteristics of service bundles spatial variation. This tool is used to measure spatial clusters – i.e. hotspots and coldspot –within the grid, which helps prioritize conservation measures. The results show that changes in water yield are mainly influenced by changes in precipitation, sediment retention and other actions of multiple factors such as Land use/cover (LULC) type, precipitation and temperature, while changes in recreation and habitat quality have the most dominant influence by LULC type. Moreover, the results of the spatial ESs bundle indicate that the hotspots show high value for a wide variety of services, which are occupied by high forests and grassland proportions. Otherwise, the ESs coldspots bundle has shallow values for most of the services. The low percentage of current hotspots indicates the difficulty of obtaining multiple ESs from one area, suggesting a protective priority to stop the loss of various services. Given that the increasing demand for ESs has put a lot of pressure on natural ecosystems, politicians and urban decision makers need to focus on the sustainable use of ecosystems so that the supply of ESs is not disrupted. Hence, this research can be crucial as detailed instructions to raise politician’s awareness and design a policy on ESs.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literature
go back to reference Abera W, Tamene L, Abegaz A, Solomon D (2019) Understanding climate and land surface changes impact on water resources using Budyko framework and remote sensing data in Ethiopia. J Arid Environ 167:56–64CrossRef Abera W, Tamene L, Abegaz A, Solomon D (2019) Understanding climate and land surface changes impact on water resources using Budyko framework and remote sensing data in Ethiopia. J Arid Environ 167:56–64CrossRef
go back to reference Adedeji OJ, Aladesanmi AD (2022) Air and non-air ecosystem services of urban trees in Ekiti State, South West Nigeria. Am J Environ Protect 11(2):19–27CrossRef Adedeji OJ, Aladesanmi AD (2022) Air and non-air ecosystem services of urban trees in Ekiti State, South West Nigeria. Am J Environ Protect 11(2):19–27CrossRef
go back to reference Adem Esmail B, Geneletti D (2018) Multi-criteria decision analysis for nature conservation: a review of 20 years of applications. Methods Ecol Evol 9(1):42–53CrossRef Adem Esmail B, Geneletti D (2018) Multi-criteria decision analysis for nature conservation: a review of 20 years of applications. Methods Ecol Evol 9(1):42–53CrossRef
go back to reference Ávila-García D, Morató J, Pérez-Maussán AI, Santillán-Carvantes P, Alvarado J, Comín FA (2020) Impacts of alternative land-use policies on water ecosystem services in the Río Grande de Comitán-Lagos de Montebello watershed, Mexico. Ecosyst Serv 45:101179CrossRef Ávila-García D, Morató J, Pérez-Maussán AI, Santillán-Carvantes P, Alvarado J, Comín FA (2020) Impacts of alternative land-use policies on water ecosystem services in the Río Grande de Comitán-Lagos de Montebello watershed, Mexico. Ecosyst Serv 45:101179CrossRef
go back to reference Babbar D, Areendran G, Sahana M, Sarma K, Raj K, Sivadas A (2020) Assessment and prediction of Carbon Sequestration using Markov chain and InVEST model in Sariska Tiger Reserve, India. J Clean Prod 278:123333CrossRef Babbar D, Areendran G, Sahana M, Sarma K, Raj K, Sivadas A (2020) Assessment and prediction of Carbon Sequestration using Markov chain and InVEST model in Sariska Tiger Reserve, India. J Clean Prod 278:123333CrossRef
go back to reference Badamfirooz J, Mousazadeh R, Sarkheil H (2021) A proposed framework for economic valuation and assessment of damages cost to national wetlands ecosystem services using the benefit-transfer approach. Environ Challenges 5:100303CrossRef Badamfirooz J, Mousazadeh R, Sarkheil H (2021) A proposed framework for economic valuation and assessment of damages cost to national wetlands ecosystem services using the benefit-transfer approach. Environ Challenges 5:100303CrossRef
go back to reference Bai Y, Chen Y, Alatalo JM, Yang Z, Jiang B (2020) Scale effects on the relationships between land characteristics and ecosystem services-a case study in Taihu Lake Basin, China. Sci Total Environ 716:137083PubMedCrossRef Bai Y, Chen Y, Alatalo JM, Yang Z, Jiang B (2020) Scale effects on the relationships between land characteristics and ecosystem services-a case study in Taihu Lake Basin, China. Sci Total Environ 716:137083PubMedCrossRef
go back to reference Betru T, Tolera M, Sahle K, Kassa H (2019) Trends and drivers of land use/land cover change in Western Ethiopia. Appl Geogr 104:83–93CrossRef Betru T, Tolera M, Sahle K, Kassa H (2019) Trends and drivers of land use/land cover change in Western Ethiopia. Appl Geogr 104:83–93CrossRef
go back to reference Boongaling K, Faustino-Eslava DV, Lansigan FP (2018) Modeling land use change impacts on hydrology and the use of landscape metrics as tools for watershed management: the case of an ungauged catchment in the Philippines. Land Use Pol 72:116–128CrossRef Boongaling K, Faustino-Eslava DV, Lansigan FP (2018) Modeling land use change impacts on hydrology and the use of landscape metrics as tools for watershed management: the case of an ungauged catchment in the Philippines. Land Use Pol 72:116–128CrossRef
go back to reference Budyko MI (1974) Climate and Life, Academic, San Diego, Calif p 508 Budyko MI (1974) Climate and Life,  Academic, San Diego, Calif p 508
go back to reference Chemura A, Rwasoka D, Mutanga O, Dube T, Mushore T (2020) The impact of land-use/land cover changes on water balance of the heterogeneous Buzi sub-catchment, Zimbabwe. Remote Sens Appl: Soc Environ 18:100292 Chemura A, Rwasoka D, Mutanga O, Dube T, Mushore T (2020) The impact of land-use/land cover changes on water balance of the heterogeneous Buzi sub-catchment, Zimbabwe. Remote Sens Appl: Soc Environ 18:100292
go back to reference Daneshi A, Brouwer R, Najafinejad A, Panahi M, Zarandian A, Maghsood FF (2021) Modelling the impacts of climate and land use change on water security in a semi-arid forested watershed using InVEST. J Hydrol 593:125621CrossRef Daneshi A, Brouwer R, Najafinejad A, Panahi M, Zarandian A, Maghsood FF (2021) Modelling the impacts of climate and land use change on water security in a semi-arid forested watershed using InVEST. J Hydrol 593:125621CrossRef
go back to reference de Groot RS, Alkemade R, Braat L, Hein L, Willemen L (2010) Challenges in integrating the concept of ecosystem services and values in landscape planning, management and decision making. Ecol Complex 7:260–272CrossRef de Groot RS, Alkemade R, Braat L, Hein L, Willemen L (2010) Challenges in integrating the concept of ecosystem services and values in landscape planning, management and decision making. Ecol Complex 7:260–272CrossRef
go back to reference Deore SJ (2005) Prioritization of micro-watersheds of upper Bhama basin on the basis of soil erosion risk using remote sensing and GIS technology. Doctoral Dissertation, University of Pune, Pune Deore SJ (2005) Prioritization of micro-watersheds of upper Bhama basin on the basis of soil erosion risk using remote sensing and GIS technology. Doctoral Dissertation, University of Pune, Pune
go back to reference Ellis EC, Pascual U, Mertz O (2019) Ecosystem services and nature’s contribution to people: negotiating diverse values and trade-offs in land systems. Curr Opin Environ Sustain 38:86–94CrossRef Ellis EC, Pascual U, Mertz O (2019) Ecosystem services and nature’s contribution to people: negotiating diverse values and trade-offs in land systems. Curr Opin Environ Sustain 38:86–94CrossRef
go back to reference Fu B, Li Y, Wang Y, Zhang B, Yin S, Zhu H, Xing Z (2016) Evaluation of ecosystem service value of riparian zone using land use data from 1986 to 2012. Ecol Ind 69:873–881CrossRef Fu B, Li Y, Wang Y, Zhang B, Yin S, Zhu H, Xing Z (2016) Evaluation of ecosystem service value of riparian zone using land use data from 1986 to 2012. Ecol Ind 69:873–881CrossRef
go back to reference Ge G, Shi Z, Zhu Y, Yang X, Hao Y (2020) Land use/cover classification in an arid desert-oasis mosaic landscape of China using remote sensed imagery: Performance assessment of four machine learning algorithms. Global Ecol Conserv 22:e00971CrossRef Ge G, Shi Z, Zhu Y, Yang X, Hao Y (2020) Land use/cover classification in an arid desert-oasis mosaic landscape of China using remote sensed imagery: Performance assessment of four machine learning algorithms. Global Ecol Conserv 22:e00971CrossRef
go back to reference Geng W, Li Y, Zhang P, Yang D, Jing W, Rong T (2022) Analyzing spatio-temporal changes and trade-offs/synergies among ecosystem services in the Yellow River Basin, China. Ecol Indicators 138:108825CrossRef Geng W, Li Y, Zhang P, Yang D, Jing W, Rong T (2022) Analyzing spatio-temporal changes and trade-offs/synergies among ecosystem services in the Yellow River Basin, China. Ecol Indicators 138:108825CrossRef
go back to reference Harshaw HW, Sheppard SRJ (2013) Using the recreation opportunity spectrum to evaluate the temporal impacts of timber harvesting on outdoor recreation settings. J Outdoor Recreat Tour 1:40–50CrossRef Harshaw HW, Sheppard SRJ (2013) Using the recreation opportunity spectrum to evaluate the temporal impacts of timber harvesting on outdoor recreation settings. J Outdoor Recreat Tour 1:40–50CrossRef
go back to reference Hu Y, Peng J, Liu Y, Tian L (2018) Integrating ecosystem services trade-offs with paddy land-to-dry land decisions: a scenario approach in Erhai Lake Basin, Southwest China. Sci Total Environ 625:849–860PubMedCrossRef Hu Y, Peng J, Liu Y, Tian L (2018) Integrating ecosystem services trade-offs with paddy land-to-dry land decisions: a scenario approach in Erhai Lake Basin, Southwest China. Sci Total Environ 625:849–860PubMedCrossRef
go back to reference Kim I, Arnhold S, Ahn S, Le B, Park KSJ, Koellner T (2019) Land use change and ecosystem services in mountainous watersheds: Predicting the consequences of environmental policies with cellular automata and hydrological modeling. Environ Model Softw 122:103982CrossRef Kim I, Arnhold S, Ahn S, Le B, Park KSJ, Koellner T (2019) Land use change and ecosystem services in mountainous watersheds: Predicting the consequences of environmental policies with cellular automata and hydrological modeling. Environ Model Softw 122:103982CrossRef
go back to reference Kumar M, Denis DM, Singh SK, Szabó S, Suryavanshi S (2018) Landscape metrics for assessment of land cover change and fragmentation of a heterogeneous watershed. Remote Sens Appl: Soc Environ 10:224–233 Kumar M, Denis DM, Singh SK, Szabó S, Suryavanshi S (2018) Landscape metrics for assessment of land cover change and fragmentation of a heterogeneous watershed. Remote Sens Appl: Soc Environ 10:224–233
go back to reference Kusi KK, Khattabi A, Mhammdi N, Lahssini S (2020) Prospective evaluation of the impact of land use change on ecosystem services in the Ourika watershed, Morocco. Land Use Policy 97:104796CrossRef Kusi KK, Khattabi A, Mhammdi N, Lahssini S (2020) Prospective evaluation of the impact of land use change on ecosystem services in the Ourika watershed, Morocco. Land Use Policy 97:104796CrossRef
go back to reference Lang YQ, Song W, Zhang Y (2017) Responses of the water-yield ecosystem service to climate and land use change in Sancha River Basin, China. Phys Chem Earth 101:102–111CrossRef Lang YQ, Song W, Zhang Y (2017) Responses of the water-yield ecosystem service to climate and land use change in Sancha River Basin, China. Phys Chem Earth 101:102–111CrossRef
go back to reference Li B, Yang Z, Cai Y, Xie Y, Guo H, Wang Y, Qi Z (2022) Prediction and valuation of ecosystem service based on land use/land cover change: a case study of the Pearl River Delta. Ecol Eng 179:106612CrossRef Li B, Yang Z, Cai Y, Xie Y, Guo H, Wang Y, Qi Z (2022) Prediction and valuation of ecosystem service based on land use/land cover change: a case study of the Pearl River Delta. Ecol Eng 179:106612CrossRef
go back to reference Li G, Fang C, Wang S (2016) Exploring spatiotemporal changes in ecosystem-service values and hotspots in China. Sci Total Environ 545:609–620PubMedCrossRef Li G, Fang C, Wang S (2016) Exploring spatiotemporal changes in ecosystem-service values and hotspots in China. Sci Total Environ 545:609–620PubMedCrossRef
go back to reference Li R, Shi Y, Feng C, Guo L (2021) The spatial relationship between ecosystem service scarcity value and urbanization from the perspective of heterogeneity in typical arid and semiarid regions of China. Ecol Ind 132:108299CrossRef Li R, Shi Y, Feng C, Guo L (2021) The spatial relationship between ecosystem service scarcity value and urbanization from the perspective of heterogeneity in typical arid and semiarid regions of China. Ecol Ind 132:108299CrossRef
go back to reference Li Y (2017) Spatially explicit quantification of the interactions among ecosystem services. Landscape Ecol 32:1181–1199CrossRef Li Y (2017) Spatially explicit quantification of the interactions among ecosystem services. Landscape Ecol 32:1181–1199CrossRef
go back to reference Liu J, Yan T, Shen Z (2021) Sources, transformations of suspended particulate organic matter and their linkage with landscape patterns in the urbanized Beiyun river Watershed of Beijing, China. Sci Total Environ 791:148309 Liu J, Yan T, Shen Z (2021) Sources, transformations of suspended particulate organic matter and their linkage with landscape patterns in the urbanized Beiyun river Watershed of Beijing, China. Sci Total Environ 791:148309
go back to reference Marlianingrum PR, Kusumastanto T, Adrianto L, Fahrudin A (2021) Valuing habitat quality for managing mangrove ecosystem services in coastal Tangerang District, Indonesia. Mar Policy 133:104747 Marlianingrum PR, Kusumastanto T, Adrianto L, Fahrudin A (2021) Valuing habitat quality for managing mangrove ecosystem services in coastal Tangerang District, Indonesia. Mar Policy 133:104747
go back to reference Mirghaed FA, Mohammadzadeh M, Salmanmahiny A, Mirkarimi SH (2020) Decision scenarios using ecosystem services for land allocation optimization across Gharehsoo watershed in Northern Iran. Ecol Ind 117:106645CrossRef Mirghaed FA, Mohammadzadeh M, Salmanmahiny A, Mirkarimi SH (2020) Decision scenarios using ecosystem services for land allocation optimization across Gharehsoo watershed in Northern Iran. Ecol Ind 117:106645CrossRef
go back to reference Mohammadyari F, Mirsanjari MM, Suziedelyte Visockiene J, Zarandian A (2020) Evaluation of change in land usage and land cover in Karaj, Iran. Environmental Engineering. Proceedings of the International Conference on Environmental Engineering 11:1–8. Vilnius Gediminas Technical University, Department of Construction Economics and Property Mohammadyari F, Mirsanjari MM, Suziedelyte Visockiene J, Zarandian A (2020) Evaluation of change in land usage and land cover in Karaj, Iran. Environmental Engineering. Proceedings of the International Conference on Environmental Engineering 11:1–8. Vilnius Gediminas Technical University, Department of Construction Economics and Property
go back to reference Nie X, Lu B, Chen Z, Yang Y, Chen S, Chen Z, Wang H (2020) Increase or decrease? Integrating the CLUMondo and InVEST models to assess the impact of the implementation of the Major Function Oriented Zone planning on carbon storage. Ecol Ind 118:106708CrossRef Nie X, Lu B, Chen Z, Yang Y, Chen S, Chen Z, Wang H (2020) Increase or decrease? Integrating the CLUMondo and InVEST models to assess the impact of the implementation of the Major Function Oriented Zone planning on carbon storage. Ecol Ind 118:106708CrossRef
go back to reference Ougougdal HA, Khebiza MY, Messouli M, Bounoua L (2020) Delineation of vulnerable areas to water erosion in a mountain region using SDR-InVEST model: A case study of the Ourika watershed, Morocco. Scientific African 10:e00646CrossRef Ougougdal HA, Khebiza MY, Messouli M, Bounoua L (2020) Delineation of vulnerable areas to water erosion in a mountain region using SDR-InVEST model: A case study of the Ourika watershed, Morocco. Scientific African 10:e00646CrossRef
go back to reference Peng S, Li S (2021) Scale relationship between landscape pattern and water quality in different pollution source areas: a case study of the Fuxian Lake watershed, China. Ecol Indicators 121:107136CrossRef Peng S, Li S (2021) Scale relationship between landscape pattern and water quality in different pollution source areas: a case study of the Fuxian Lake watershed, China. Ecol Indicators 121:107136CrossRef
go back to reference Plieninger T, Torralba M, Hartel T, Fagerholm N (2019) Perceived ecosystem services synergies, trade-offs, and bundles in European high nature value farming landscapes. Landscape Ecol 34:1565–1581CrossRef Plieninger T, Torralba M, Hartel T, Fagerholm N (2019) Perceived ecosystem services synergies, trade-offs, and bundles in European high nature value farming landscapes. Landscape Ecol 34:1565–1581CrossRef
go back to reference Ramyar R (2019) Social–ecological mapping of urban landscapes: Challenges and perspectives on ecosystem services in Mashhad, Iran. Habitat Int 92:102043CrossRef Ramyar R (2019) Social–ecological mapping of urban landscapes: Challenges and perspectives on ecosystem services in Mashhad, Iran. Habitat Int 92:102043CrossRef
go back to reference Rana VK, Suryanarayana TMV (2020) Performance evaluation of MLE, RF and SVM classification algorithms for watershed scale land use/land cover mapping using sentinel 2 bands. Remote Sens Appl: Soc Environ 19:100351 Rana VK, Suryanarayana TMV (2020) Performance evaluation of MLE, RF and SVM classification algorithms for watershed scale land use/land cover mapping using sentinel 2 bands. Remote Sens Appl: Soc Environ 19:100351
go back to reference Renard KG, Foster GR, Weesies GA, McCool DK, Yoder DC (1997) Predicting soil erosion by water: a guide to conservation planning with the Revised Universal Soil Loss Equation (RUSLE), vol 703. United States Department of Agriculture, Washington, DC Renard KG, Foster GR, Weesies GA, McCool DK, Yoder DC (1997) Predicting soil erosion by water: a guide to conservation planning with the Revised Universal Soil Loss Equation (RUSLE), vol 703. United States Department of Agriculture, Washington, DC
go back to reference Roose E (1996) Land husbandry: Components and strategy, vol 70. FAO, Rome Roose E (1996) Land husbandry: Components and strategy, vol 70. FAO, Rome
go back to reference Schröter M, Bonn A, Klotz S, Seppelt R, Baessler C (2019) Ecosystem services: understanding drivers, opportunities, and risks to move towards sustainable Land management and governance. In: Schröter M, Bonn A, Klotz S, Seppelt R, Baessler C (eds) Atlas of Ecosystem Services: Drivers, Risks, and Societal Responses. Springer International Publishing, Cham, pp 401–403. https://doi.org/10.1007/978-3-319-96229-0_60 Schröter M, Bonn A, Klotz S, Seppelt R, Baessler C (2019) Ecosystem services: understanding drivers, opportunities, and risks to move towards sustainable Land management and governance. In: Schröter M, Bonn A, Klotz S, Seppelt R, Baessler C (eds) Atlas of Ecosystem Services: Drivers, Risks, and Societal Responses. Springer International Publishing, Cham, pp 401–403. https://​doi.​org/​10.​1007/​978-3-319-96229-0_​60
go back to reference Sharp R, Tallis HT, Ricketts T, Guerry AD, Wood SA, Chaplin-Kramer R, Nelson E, Ennaanay D, Wolny S, Olwero N, Vigerstol K, Pennington D, Mendoza G, Aukema J, Foster J, Forrest J, Cameron D, Arkema K, Lonsdorf E, Kennedy C, Verutes G, Kim CK, Guannel G, Papenfus M, Toft J, Marsik M, Bernhardt J, Griffin R, Glowinski K, Chaumont N, Perelman A, Lacayo M, Mandle L, Hamel P, Vogl AL, Rogers L, Bierbower W, Denu D, Douglass J (2020) InVEST 3.7.0 user's guide. The Natural Capital Project. Stanford University, University of Minnesota, The Nature Conservancy, and World Wildlife Fund. https://invest-userguide.readthedocs.io/en/3.5.0/ Sharp R, Tallis HT, Ricketts T, Guerry AD, Wood SA, Chaplin-Kramer R, Nelson E, Ennaanay D, Wolny S, Olwero N, Vigerstol K, Pennington D, Mendoza G, Aukema J, Foster J, Forrest J, Cameron D, Arkema K, Lonsdorf E, Kennedy C, Verutes G, Kim CK, Guannel G, Papenfus M, Toft J, Marsik M, Bernhardt J, Griffin R, Glowinski K, Chaumont N, Perelman A, Lacayo M, Mandle L, Hamel P, Vogl AL, Rogers L, Bierbower W, Denu D, Douglass J (2020) InVEST 3.7.0 user's guide. The Natural Capital Project. Stanford University, University of Minnesota, The Nature Conservancy, and World Wildlife Fund. https://​invest-userguide.​readthedocs.​io/​en/​3.​5.​0/​
go back to reference Sujetovienė G, Dabašinskas G (2022) Interactions between changes in land cover and potential of ecosystem services in Lithuania at temporal and spatial scale. Ecol Complex 49:100984CrossRef Sujetovienė G, Dabašinskas G (2022) Interactions between changes in land cover and potential of ecosystem services in Lithuania at temporal and spatial scale. Ecol Complex 49:100984CrossRef
go back to reference Tolessa T, Kidane M, Bezie A (2021) Assessment of the linkages between ecosystem service provision and land use/land cover change in Fincha watershed. North-Western Ethiopia Heliyon 7(7):e07673PubMed Tolessa T, Kidane M, Bezie A (2021) Assessment of the linkages between ecosystem service provision and land use/land cover change in Fincha watershed. North-Western Ethiopia Heliyon 7(7):e07673PubMed
go back to reference Tolessa T, Senbeta F, Kidane M (2017) The impact of land use/land cover change on ecosystem services in the central highlands of Ethiopia. Ecosyst Serv 23:47–54CrossRef Tolessa T, Senbeta F, Kidane M (2017) The impact of land use/land cover change on ecosystem services in the central highlands of Ethiopia. Ecosyst Serv 23:47–54CrossRef
go back to reference Vallet A (2018) Relationships between ecosystem services: comparing methods for assessing tradeoffs and synergies. Ecol Econ 1(150):96–106CrossRef Vallet A (2018) Relationships between ecosystem services: comparing methods for assessing tradeoffs and synergies. Ecol Econ 1(150):96–106CrossRef
go back to reference Vaz AS, Kueffer C, Kull CA, Richardson DM, Vicente JR, Kühn I, Schröter M, Hauck J, Bonn A, Honrado JP (2017) Integrating ecosystem services and disservices: Insights from plant invasions. Ecosyst Serv 23:94–107CrossRef Vaz AS, Kueffer C, Kull CA, Richardson DM, Vicente JR, Kühn I, Schröter M, Hauck J, Bonn A, Honrado JP (2017) Integrating ecosystem services and disservices: Insights from plant invasions. Ecosyst Serv 23:94–107CrossRef
go back to reference Wang K, Zhang C, Chen H, Yue Y, Zhang W, Zhang M, Qi X, Fu Z (2019) Karst landscapes of China: Patterns, ecosystem processes and services. Landscape Ecol 34(12):2743–2763CrossRef Wang K, Zhang C, Chen H, Yue Y, Zhang W, Zhang M, Qi X, Fu Z (2019) Karst landscapes of China: Patterns, ecosystem processes and services. Landscape Ecol 34(12):2743–2763CrossRef
go back to reference Wang H, Zhang M, Wang C, Wang K, Wang C, Li Y, Bai X, Zhou Y (2022) Spatial and temporal changes of landscape patterns and their effects on ecosystem services in the Huaihe River Basin, China. Land 11(4):513CrossRef Wang H, Zhang M, Wang C, Wang K, Wang C, Li Y, Bai X, Zhou Y (2022) Spatial and temporal changes of landscape patterns and their effects on ecosystem services in the Huaihe River Basin, China. Land 11(4):513CrossRef
go back to reference Woznicki SA, Cada P, Wickham J, Schmidt M, Baynes J, Mehaffey M, Neale A (2020) Sediment retention by natural landscapes in the conterminous United States. Sci Total Environ 745:140972PubMedPubMedCentralCrossRef Woznicki SA, Cada P, Wickham J, Schmidt M, Baynes J, Mehaffey M, Neale A (2020) Sediment retention by natural landscapes in the conterminous United States. Sci Total Environ 745:140972PubMedPubMedCentralCrossRef
go back to reference Yang Y, Zhang D, Nan Y, Liu Zh, Zheng W (2019) Modeling urban expansion in the transnational area of Changbai Mountain: a scenario analysis based on the zoned Land Use Scenario Dynamics-urban model. Sustain Cities Soc 50:101622CrossRef Yang Y, Zhang D, Nan Y, Liu Zh, Zheng W (2019) Modeling urban expansion in the transnational area of Changbai Mountain: a scenario analysis based on the zoned Land Use Scenario Dynamics-urban model. Sustain Cities Soc 50:101622CrossRef
go back to reference Yi H, Güneralp B, Kreuter UP, Güneralp İ, Filippi AM (2018) Spatial and temporal changes in biodiversity and ecosystem services in the San Antonio River Basin, Texas, from 1984 to 2010. Sci Total Environ 619–620:259–1271 Yi H, Güneralp B, Kreuter UP, Güneralp İ, Filippi AM (2018) Spatial and temporal changes in biodiversity and ecosystem services in the San Antonio River Basin, Texas, from 1984 to 2010. Sci Total Environ 619–620:259–1271
go back to reference Yohannes H, Soromessa T, Argaw M, Dewan A (2021) Spatio-temporal changes in habitat quality and linkage with landscape characteristics in the Beressa watershed, Blue Nile basin of Ethiopian highlands. J Environ Manage 281:111885PubMedCrossRef Yohannes H, Soromessa T, Argaw M, Dewan A (2021) Spatio-temporal changes in habitat quality and linkage with landscape characteristics in the Beressa watershed, Blue Nile basin of Ethiopian highlands. J Environ Manage 281:111885PubMedCrossRef
go back to reference Zhan CS, Xu ZX, Ye AZ, Su HB (2011) LUCC and its impact on run-off yield in the Bai River catchment–upstream of the Miyun Reservoir basin. J Plant Ecol 4:61–66CrossRef Zhan CS, Xu ZX, Ye AZ, Su HB (2011) LUCC and its impact on run-off yield in the Bai River catchment–upstream of the Miyun Reservoir basin. J Plant Ecol 4:61–66CrossRef
go back to reference Zhang L, Hickel K, Dawes W, Chiew FH, Western A, Briggs P (2004) A rational function approach for estimating mean annual evapotranspiration. J Water Resour Res 40:169–183 Zhang L, Hickel K, Dawes W, Chiew FH, Western A, Briggs P (2004) A rational function approach for estimating mean annual evapotranspiration. J Water Resour Res 40:169–183
go back to reference Zhou Y, Ning L, Bai X (2018) Spatial and temporal changes of human disturbances and their effects on landscape patterns in the Jiangsu coastal zone, China. Ecol Indicators 1(93):111–122CrossRef Zhou Y, Ning L, Bai X (2018) Spatial and temporal changes of human disturbances and their effects on landscape patterns in the Jiangsu coastal zone, China. Ecol Indicators 1(93):111–122CrossRef
go back to reference Zulian G, Paracchini ML, Maes J, Liquete C (2013) ESTIMAP: Ecosystem services mapping at European scale. EUR 26474. Luxembourg (Luxembourg): Publications Office of the European Union, JRC87585. https://doi.org/10.2788/6471 Zulian G, Paracchini ML, Maes J, Liquete C (2013) ESTIMAP: Ecosystem services mapping at European scale. EUR 26474. Luxembourg (Luxembourg): Publications Office of the European Union, JRC87585. https://​doi.​org/​10.​2788/​6471
Metadata
Title
Modeling the spatial distribution of multiple ecosystem services in Ilam dam watershed, Western Iran: identification of areas for spatial planning
Authors
Mohsen Tavakoli
Fatemeh Mohammadyari
Publication date
14-10-2022
Publisher
Springer US
Published in
Urban Ecosystems / Issue 2/2023
Print ISSN: 1083-8155
Electronic ISSN: 1573-1642
DOI
https://doi.org/10.1007/s11252-022-01297-6

Other articles of this Issue 2/2023

Urban Ecosystems 2/2023 Go to the issue