Dynamics of ecosystem services (ESs) in response to land use land cover (LU/LC) changes in the lower Gangetic plain of India

Ecological Indicators

Volumn 112, Issue , 2020, Pages

  Talukdar, Swapan ^a   Singha, Pankaj ^a   Shahfahad, ^b   Mahato, Susanta ^a   Praveen, Bushra ^c   Rahman, Atiqur ^b  

^a UNIVERSITY OF GOUR BANGA   (India)

^b JAMIA MILLIA ISLAMIA CENTRAL UNIVERSITY   (India)

^c INDIAN INSTITUTE OF TECHNOLOGY INDORE   (India)

Author keywords

Ecosystem services value (ESV); Elasticity of ESV; Land use land cover (LU LC); Radial basis function Kernel support vector machine; River dynamics

Indexed keywords

ELASTICITY; LAND USE; RADIAL BASIS FUNCTION NETWORKS; SUPPORT VECTOR MACHINES;

ECOSYSTEM SERVICE VALUES; ECOSYSTEM SERVICES VALUE; LAND USE LAND COVER CHANGE; LAND USE/LAND COVER; RADIAL BASIS FUNCTION KERNELS; RIVER DYNAMICS; SUPPORT VECTOR MACHINE TECHNIQUES; VALUATION OF ECOSYSTEM SERVICES;

ECOSYSTEMS;

ANTHROPOGENIC EFFECT; ECOSYSTEM SERVICE; LAND COVER; LAND USE; LAND USE CHANGE; RIVER SYSTEM; SUPPORT VECTOR MACHINE;

GANGETIC PLAIN;

EID: 85078703538     PISSN: 1470160X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ecolind.2020.106121     Document Type: Article

References (88)

1. Akber, M.A., Khan, W.R., Islam, M.A., Rahman, M.M., Rahman, M.R., Impact of land use change on ecosystem services of southwest coastal Bangladesh. J. Land Use Sci. 13:3 (2018), 238–250.
2. Anderson, E., McPhearson, T., Kremer, P., Gomez-Baggethun, E., Haase, D., Tuvendal, M., Wurster, D., Scale and context dependence of ecosystem service providing units. Ecosyst. Serv. 12 (2015), 157–164.
3. Arunyawat, S., Shrestha, R.P., Assessing land use change and its impact on ecosystem services in Northern Thailand. Sustainability, 8, 2016, 768.
4. Bagstad, K.J., Semmens, D.J., Winthrop, R., Comparing approaches to spatially explicit ecosystem service modeling: a case study from the San Pedro River, Arizona. Ecosyst. Serv. 5 (2013), 40–50.
5. Bai, Y., Ochuodho, T.O., yang, J., Impact of land use and climate change on water-related ecosystem services in Kentucky, USA. Ecol. Ind. 102 (2019), 51–64.
6. Bryan, B.A., Ye, Y., Zhang, J., Connor, J.D., Land-use change impacts on ecosystem services value: Incorporating the scarcity effects of supply and demand dynamics. Ecosyst. Serv. 32 (2018), 144–157.
7. Celentano, D., Rousseau, G.X., Engel, V.L., Zelarayán, M., Oliveira, E.C., Araujo, A.C.M., de Moura, E.G., Degradation of Riparian Forest Affects Soil Properties and Ecosystem Services Provision in Eastern Amazon of Brazil. Land Degrad. Develop. 28 (2017), 482–493.
8. Chapin, F.S., Matson, P.A., Vitousek, P.M., Principles of Terrestrial Ecosystem Ecology. 2012, Springer, New York.
9. Costanza, R., d'Arge, R., De Groot, R., Farber, S., Grasso, M., Hannon, B., Limburg, K., Naeem, S., O'neill, R.V., Paruelo, J., The value of the world's ecosystem services and natural capital. Nature 387 (1997), 253–260.
10. Costanza, R., de Groot, R., Sutton, P., Van der Ploeg, S., et al. Changes in the global value of ecosystem services. Global Environ. Change 26 (2014), 152–158.
11. Das, M., Das, A., Dynamics of Urbanization and its impact on Urban Ecosystem Services (UESs): A study of a medium size town of West Bengal, Eastern India. J. Urban Manage., 2019, 10.1016/j.jum.2019.03.002.
12. Das, M., Das, A., Estimation of Ecosystem Services (EESs) loss due to transformation of Local Climatic Zones (LCZs) in Sriniketan-Santiniketan Planning Area (SSPA) West Bengal, India. Sustain. Cit. Soc., 47, 2019 101474.
13. Das, I., Das, A., Exploring the dynamics of urban sprawl using geo-spatial indices: a study of English Bazar Urban Agglomeration, West Bengal. Appl. Geomat. 11 (2019), 259–276.
14. Das, P., Talukdar, S., Ziaul, S., Das, S., Pal, S., Noise mapping and assessing vulnerability in meso level urban environment of Eastern India. Sustain. Cit. Soc., 46, 2019 101416.
15. de Groot, R.S., Wilson, M.A., Boumans, R.M.J., A typology for the classification, description and valuation of ecosystem functions, goods and services. Ecol. Econ. 41 (2002), 393–408.
16. Deka, S., Tripathi, O.P., Paul, A., Perception-based assessment of ecosystem services of GhagraPahar forest of Assam, Northeast India. Geol. Ecol. Landscapes 3:3 (2019), 197–209.
17. Dutta, D., Rahman, A., Paul, S.K., Kundu, A., Changing pattern of urban landscape and its effect on land surface temperature in and around Delhi. Environ. Monitor. Assessm., 191, 2019, 551.
18. Dutta, P., 2011. Migration as source of risk-aversion among the environmental refugees: the case of women displaced by erosion of the river Ganga in the Malda District of West Bengal.
19. Estoque, R.C., Murayama, Y., Quantifying landscape pattern and ecosystem service value changes in four rapidly urbanizing hill stations of Southeast Asia. Landscape Ecol. 31 (2016), 1481–1507.
20. Everard, M., Kangabam, R., Tiwari, M.K., et al. Ecosystem service assessment of selected wetlands of Kolkata and the Indian Gangetic Delta: multi-beneficial systems under differentiated management stress. Wetlands Ecol. Manage. 27 (2019), 405–426.
21. Ferreira, L.M.R., Esteves, L.S., de Souza, E.P., dos Santos, C.A.C., Impact of the Urbanisation Process in the Availability of Ecosystem Services in a Tropical Ecotone Area. Ecosystems 22 (2019), 266–282.
22. Fu, B., Zhang, L., Xu, Z., Zhao, Y., Wei, Y., Skinner, D., Ecosystem services in changing land use. J. Soils Sediments 15 (2015), 833–843.
23. Ghosh, R., Srivastava, P., Shukla, U.K., Singh, I., Ray, P.C., Sehgal, R.K., Tectonic forcing of evolution and Holocene erosion rate of ravines in the Marginal Ganga Plain, India. J. Asian Earth Sci. 162 (2018), 137–147.
24. Grafius, D.R., Corstanje, R., Warren, P.H., Evans, K.L., Hancock, S., Harris, J.A., The impact of land use/land cover scale on modelling urban ecosystem services. Landscape Ecol. 31:7 (2016), 1509–1522.
25. Haque, M.I., Basak, R., Land cover change detection using GIS and remote sensing techniques: a spatio-temporal study on TanguarHaor, Sunamganj, Bangladesh. Egypt. J. Rem. Sens. Space Sci. 20:2 (2017), 251–263.
26. Hazarika, N., Das, A.K., Borah, S.B., Assessing land-use changes driven by river dynamics in chronically flood affected Upper Brahmaputra plains, India, using RS-GIS techniques. Egypt. J. Rem. Sens. Space Sci. 18:1 (2015), 107–118.
27. Hou, L., Wu, F., Xie, X., The spatial characteristics and relationships between landscape pattern and ecosystem service value along an urban-rural gradient in Xi'an city, China. Ecol. Indicat., 108, 2020, 105720, 10.1016/j.ecolind.2019.105720.
28. Huang, C., Davis, L.S., Townshend, J.R.G., An assessment of support vector machines for land cover classification. Int. J. Remote Sens. 23:4 (2002), 725–749.
29. Iqbal, S., Flood and erosion induced population displacements: a socio-economic case study in the Gangetic riverine tract at Malda district, West Bengal, India. J. Human Ecol. 30:3 (2010), 201–211.
30. Islam, S.N., Deltaic floodplains development and wetland ecosystems management in the Ganges–Brahmaputra–Meghna Rivers Delta in Bangladesh. Sustain. Water Resour. Manag. 2 (2016), 237–256.
31. Islam, S.N., Singh, S., Shaheed, H., Wei, S., Settlement relocations in the char-lands of Padma River basin in Ganges delta, Bangladesh. Front. Earth Sci. China 4:4 (2010), 393–402.
32. Iverson, L., Echeverria, C., Nahuelhual, L., Luque, S., Ecosystem services in changing landscapes: an introduction. Landscape Ecol. 29 (2014), 181–186.
33. Khatun, S., Das, S., Pal, S., Exploring the ambient environment for charland formation in Rajmahal downstream Ganga river of Eastern India in post Farakka barrage Period. Spatial Inform. Res. 26:3 (2018), 337–346.
34. Kindu, M., Schneider, T., Teketay, D., Knoke, T., Changes of ecosystem service values in response to land use/land cover dynamics in Munessa-Shashemene landscape of the Ethiopian highlands. Sci. Total Environ. 547 (2016), 137–147.
35. Koo, H., Kleemann, J., Fürst, C., Impact assessment of land use changes using local knowledge for the provision of ecosystem services in northern Ghana, West Africa. Ecol. Ind. 103 (2019), 156–172.
36. Kronenberg, J., Environmental Impacts of the Use of Ecosystem Services: Case Study of Birdwatching. Environ. Manage. 54:3 (2014), 617–630.
37. Kubiszewski, I., Costanza, R., Anderson, S., Sutton, P., The future value of ecosystem services: global scenarios and national implications. Ecosyst. Serv. 26 (2017), 289–301.
38. Lang, Y., Song, W., Quantifying and mapping the responses of selected ecosystem services to projected land use changes. Ecol. Ind. 102 (2019), 186–198.
39. Li, F., Ye, Y.P., Song, B.W., Wang, R.S., Tao, Y., Assessing the changes in land use and ecosystem services in Changzhou municipality, People's Republic of China, 1991–2006. Ecol. Ind. 42 (2014), 95–103.
40. Lin, X., Xu, M., Cao, C., Singh, R.P., Chen, W., Ju, X., Land-use/land-cover changes and their influence on the ecosystem in Chengdu City, China during the Period of 1992–2018. Sustainability, 10, 2018, 3580.
41. Liu, Ying, et al. “A novel optimization parameters of support vector machines model for the land use/cover classification. J. Food Agric. Environ. 10:2 (2012), 1098–1104.
42. Liu, W., Zhan, J., Zhao, F., Yan, H., Zhang, F., Wei, X., Impacts of urbanization-induced land-use changes on ecosystem services: a case study of the Pearl River Delta Metropolitan Region, China. Ecol. Ind. 98 (2019), 228–238.
43. Löschner, L., Herrnegger, M., Apperl, B., Senoner, T., Seher, W., Nachtnebel, H.P., Flood risk, climate change and settlement development: a micro-scale assessment of Austrian municipalities. Reg. Environ. Change 17 (2017), 311–322.
44. Ma, L., Fu, T., Blaschke, T., Li, M., Tiede, D., Zhou, Z., Chen, D., Evaluation of feature selection methods for object-based land cover mapping of unmanned aerial vehicle imagery using random forest and support vector machine classifiers. ISPRS Int. J. Geo-Inf., 6(2), 2017, 51.
45. Mamat, A., Halik, Ü., Rouzi, A., Variations of Ecosystem Service Value in Response to Land-Use Change in the Kashgar Region, Northwest China. Sustainability, 10, 2018, 200.
46. Mazumder, S.K., Role of Farakka barrage on the disastrous 1998 flood in Malda (West Bengal). The Ganges Water Diversion: Environmental Effects and Implications, 2004, Springer, Dordrecht, 39–48.
47. Mazumder, S.K., 2000. Role of Farakka Barrage on the Disastrous Flood at Malda (West Bengal) in 1998. In: Proc. 8th ICID Intl. Drainage Workshop ‘Role of Drainage and Challenges of 21st Century’ Vol. III, sponsored by ICID –CIID & Min. of Water Resources and org. by ICID & WAPCOS, New Delhi, Jan 31–Feb 4, New Delhi.
48. McLaughlin, A., Mineau, P., The impact of agricultural practices on biodiversity. Agric. Ecosyst. Environ. 55:3 (1995), 201–212.
49. Millennium Ecosystem Assessment (MEA), 2003. Ecosystems and Human Well-being: Current State and Trends. Island Press, Washington, DC.
50. Millennium Ecosystem Assessment (MEA) (2005). Ecosystems and Human Well-being: Synthesis. Island Press, Washington, DC.
51. Mitra, S., Shifting courses of Ganga river, it causes and resultant hazards of manikchak block, Malda District, West Bengal. Int. J. Human. Soc. Sci. Stud., 2015, 348–350.
52. Mondal, J., Mandal, S., Monitoring changing course of the river Ganga and land-use dynamicity in ManikchakDiara of Malda district, West Bengal, India, using geospatial tools. Spat. Informat. Res. 26:6 (2018), 691–704.
53. Morse, W.C., McLaughlin, W.J., Wulfhorst, J.D., Harvey, C., Social ecological complex adaptive systems: a framework for research on payments for ecosystem services. Urban Ecosystem 16 (2013), 53–77.
54. Mukherjee, K., Pal, S., Mukhopadhyay, M., Impact of flood and seasonality on wetland changing trends in the Diara region of West Bengal, India. Spatial Inform. Res. 26:4 (2018), 357–367.
55. Mukherjee, K., Pal, S., Channel migration zone mapping of the River Ganga in the Diara surrounding region of Eastern India. Env. Develop. Sustain. 20:5 (2018), 2181–2203.
56. Pal, S., Ziaul, S.K., Detection of land use and land cover change and land surface temperature in English Bazar urban centre. Egypt. J. Rem. Sens. Space Sci. 20 (2017), 125–145.
57. Phiri, D., Morgenroth, J., Developments in landsat land cover classification methods: a review. Remote Sens., 9, 2017, 967.
58. Plummer, M.L., Assessing benefit transfer for the valuation of ecosystem services. Front. Ecol. Environ. 7:1 (2009), 38–45.
59. Rahman, A., Aggarwal, S.P., Netzband, M., Fazal, S., Monitoring urban sprawl using remote sensing and GIS Techniques of a Fast Growing Urban Centre, India. IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. 4:1 (2011), 56–64.
60. Rahman, A., Kumar, S., Fazal, S., Siddiqui, M.A., Assessment of Land use/land cover Change in the North-West District of Delhi Using Remote Sensing and GIS Techniques. J Indian Soc Remote Sens. 40:4 (2012), 689–697.
61. Rodríguez-Echeverry, J., Echeverría, C., Oyarzún, C., Morales, L., Impact of land-use change on biodiversity and ecosystem services in the Chilean temperate forests. Landscape Ecol. 33:3 (2018), 439–453.
62. Rwanga, S.S., Ndambuki, J.M., Accuracy assessment of land use/land cover classification using remote sensing and GISInternational. J. Geosci. 8 (2017), 611–622.
63. Sharma, R., Nehren, U., Rahman, S.A., Meyer, M., Rimal, B., Seta, S.A. and Baral., H., 2018. Modeling Land Use and Land Cover Changes and Their Effects on Biodiversity in Central Kalimantan, Indonesia. Land, 7,2, 57.
64. Sharma, R., Rimal, B., Baral, H., Nehren, U., Paudyal, K., Sharma, S., Rijal, S., Ranpal, S., Acharya, R.P., Alenazy, A.A., Kandel, P., Impact of land cover change on ecosystem services in a tropical forested landscape. Resources, 8, 2019, 18.
65. Sharma, R., Rimal, B., Baral, H., Nehren, U., Paudyal, K., Sharma, S., Rijal, S., Ranpal, S., Acharya, R.P., Alenazy, A.A., Impact of land cover change on ecosystem services in a tropical forested landscape. Resources, 8, 2019, 18.
66. Sinha, R., Ghosh, S., Understanding dynamics of large rivers aided by satellite remote sensing: a case study from Lower Ganga plains, India. Geocarto Int. 27:3 (2012), 207–219.
67. Sinha, B., Mishra, S., Ecosystem services valuation for enhancing conservation and livelihoods in a sacred landscape of the Indian Himalayas. Int. J. Biodiversity Sci. Ecosyst. Serv. Manage. 11:2 (2015), 156–167.
68. Song, W., Deng, X., Land-use/land-cover change and ecosystem service provision in China. Sci. Total Environ. 576 (2017), 705–719.
69. Song, W., Deng, X., Yaun, Y., Wang, Z., Li, Z., Impacts of land-use change on valued ecosystem service in rapidly urbanized North China Plain. Ecol. Model. 318 (2015), 245–253.
70. Steffen, W., Richardson, K., Rockström, J., Cornell, S.E., et al. Planetary boundaries: guiding human development on a changing planet. Science 347:6223 (2015), 1259855–1259861.
71. Stehman, V.S., Estimating the Kappa Coefficient and its Variance under Stratified Random Sampling. Photogramm. Eng. Rem. Sens. 62 (1996), 401–407.
72. Subramanian, D., Jana, A., Evaluating the cultural ecosystem services of India: Comparison of budget allocations to improve the use value of recreational open spaces. Ecosyst. Serv., 38, 2019 100960.
73. Talbot, C.J., Bennett, E.M., Cassell, K., Hanes, D.M., eta l, The impact of flooding on aquatic ecosystem services. Biogeochemistry 141:3 (2018), 439–461.
74. Thakur, P.K., Laha, C., Aggarwal, S.P., River bank erosion hazard study of river Ganga, upstream of Farakka barrage using remote sensing and GIS. Nat Hazards 61 (2012), 967–987.
75. Turner II, B.L., Skole, D., Sanderson, S., Fischer, G., Fresco, L. and Leemans, R., (1995). Land-use and land cover change science/research plan. International Geosphere-Biosphere Program, IGBP Report No. 35/HDP Report No.7/1995, Stockholm.
76. Ustuner, M., Sanli, F.B., Dixon, B., Application of support vector machines for landuse classification using high-resolution RapidEye images: a sensitivity analysis. Eur. J. Rem. Sens. 48:1 (2015), 403–422.
77. Vapnik, V.N., Statistical Learning Theory. 1998, Wiley-Interscience:, New York, NY, USA.
78. Vargas, L., Willemen, L., Hein, L., Assessing the capacity of ecosystems to supply ecosystem services using remote sensing and an ecosystem accounting approach. Environ. Manage. 63:1 (2019), 1–15.
79. Vukomanovic, J., Steelman, T., A Systematic review of relationships between mountain wildfire and ecosystem services. Landscape Ecol. 34:5 (2019), 1179–1194.
80. Wangai, P.W., Burkhard, B., Müller, F., Quantifying and mapping land use changes and regulating ecosystem service potentials in a data-scarce peri-urban region in Kenya. Ecosyst. People 15:1 (2019), 11–32.
81. Western, D., Human-modified ecosystems and future evolution. Proc. Natl. Acad. Sci. U.S.A. 98 (2001), 5458–5465.
82. Wijaya, A., Marpu, P.R., Gloaguen, R., Geostatistics texture classification of tropical rainforest in Indonesia. Stein, S., Shi, W., Bijker, W., (eds.) Quality aspects in spatial data mining, 2008, CRC, Boca Raton, 199–210.
83. Xiao, R., Liu, Y., Fei, X., Yu, W., Zhang, Z., Meng, Q., Ecosystem health assessment: A comprehensive and detailed analysis of the case study in coastal metropolitan region, eastern China. Ecol. Ind. 98 (2019), 363–376.
84. Xie, G.D., Zhen, L., Lu, C.X., Xiao, Y., Chen, C., Expert knowledge based valuation method of ecosystem services in China. J. Nat. Resour. 23 (2008), 911–919 (in Chinese).
85. Yang, S., Zhao, W., Liu, Y., Wang, S., Wang, J., Zhai, R., Influence of land use change on the ecosystem service trade-offs in the ecological restoration area: dynamics and scenarios in the Yanhe watershed, China. Sci. Total Environ. 644 (2018), 556–566.
86. Yesuph, A.Y., Dagnew, A.B., Land use/cover spatiotemporal dynamics, driving forces and implications at the Beshillo catchment of the Blue Nile Basin, North Eastern Highlands of Ethiopia. Environ. Syst. Res., 8, 2019, 21.
87. Yirsaw, E., Wu, W., Shi, X., Temesgen, H., Beleke, B., Land use/land cover change modeling and the prediction of subsequent changes in ecosystem service values in a coastal Area of China, the Su-Xi-Chang region. Sustainability, 9, 2017, 1204.
88. Zhan, J., Zhang, F., Chu, X., Liu, W., Zhang, Y., Ecosystem services assessment based on emergy accounting in Chongming Island, Eastern China. Ecol. Ind. 105 (2019), 464–473.