Abstract
The knowledge on urban ecosystem dynamics is being increasingly felt due to unprecedented symptoms arising out of urbanization. This study is aimed to assess land use-land cover changes (LULCCs) around a wetland ecosystem using high spatial resolution CORONA and Google Basemap satellite imageries. The imageries were processed by digitizing land cover features at 1:3000 scale in ArcGIS 10.1. The imageries were classified into nine classes, and an estimation of accuracy was performed utilizing the Kappa coefficient and error matrices. The overall accuracy obtained was 94% for the 2017 dataset. The key findings indicated a loss of 23% in the wetland area from 1980 to 2017. While in the vicinity, a significant increase in green spaces (706.2%) and roads (89.4%) was observed. Morphometric analysis revealed that the wetland has lost a surface area of 10.2 ha from 1980 to 2017. The maximum length (Lmax) of the wetland was reduced by 722 m while the maximum width (Wmax) decreased by 78 m. Bathymetric analysis revealed that the wetland is shallow with a depth ranging from 10 to 174 cm. The Carlson’s Trophic State Index (TSI) of wetland ranging from 74 to 87 indicates hyper-eutrophic waters. Overall, the loss of wetland area, together with the reduction in morphometric features, low depth, and higher trophic status speak of anthropogenic pressures that are compromising the ecological integrity of this wetland. Therefore, landscape planning and governance are of pivotal importance for the conservation and management of wetland ecosystems in this region.
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References
Abubakr, A., Nahvi, A., & Kundangar, M. R. D. (2011). Ecological studies and uses of valued aquatic plants in Kashmir wetlands. Nature Environment and Pollution Technology, 10(1), 115–118. Weblink: http://www.neptjournal.com/upload-images/NL-21-23-(23)-B-170.pdf
American Public Health Association (APHA). (2017). Standard methods for the examination of water and waste water. 23rd Edition. Washington, USA
Antwi, E. K., Krawczynski, R., & Wiegleb, G. (2008). Detecting the effect of disturbance on habitat diversity and land cover change in a post-mining area using GIS. Landscape and Urban Planning, 87(1), 22–32. https://doi.org/10.1016/j.landurbplan.2008.03.009
Badar, B., Romshoo, S. A., & Khan, M. A. (2013). Modeling the catchment hydrological response in a Himalayan lake as a function of changing land system. Earth System Science, 112, 433–449. https://doi.org/10.1007/s12040-013-0285-z
Bassi, N., Kumar, M. D., Sharma, A., & Pardha-Saradhi, P. (2014). Status of wetlands in India: A review of extent, ecosystem benefits, threats and management strategies. Journal of Hydrology: Regional Studies, 2, 1–19. https://doi.org/10.1016/j.ejrh.2014.07.001
Bhan, M., & Trisal, N. (2016). Fluid landscapes, sovereign nature conservation and counter insurgency in Indian Controlled Kashmir. Critique of Anthropology, 37(1), 67–92. https://doi.org/10.1177/0308275X16671786
Bolca, M., Turkyilmaz, B., Kurucu, Y., Altinbas, U., Esetlili, M. T., & Gulgun, B. (2007). Determination of impact of urbanisation on agricultural land and wetland land use in Balçovas’ Delta by remote sensing and GIS technique. Environmental Monitoring and Assessment, 131, 409–419. https://doi.org/10.1007/s10661-006-9486-0
Brinkmann, K., Hoffmann, E., & Buerkert, A. (2020). Spatial and temporal dynamics of urban wetlands in an Indian megacity over the past 50 years. Remote Sensing, 12(4), 662. https://doi.org/10.3390/rs12040662
Carlson, R. E. (1977). A trophic state index for lakes. American Society of Limnology and Oceanography, 22, 361–369. https://doi.org/10.4319/lo.1977.22.2.0361
Census of India. (2011). House listing and housing census data. Available online: http://censusindia.gov.in/2011census/hlo/HLO_Tables.html. Accessed 21 Jan 2020
Crisman, T. L., Mitraki, C., & Zalidis, G. (2005). Integrating vertical and horizontal approaches for management of shallow lakes and wetlands. Ecological Engineering, 24(4), 379–389. https://doi.org/10.1016/j.ecoleng.2005.01.006
Dar, N. A., Hamid, A., Ganai, B. A., Bhat, S. U., & Pandit, A. K. (2012). Primary production dynamics of two dominant macrophytes in Wular lake, a Ramsar site in Kashmir Himalaya. Ecologia Balkanica, 4(2), 77–83. Weblink: https://www.oalib.com/paper/2037781#.XxB6uCgzbIU
Dar, S. A., Bhat, S. U., Aneaus, S., & Rashid, I. (2020a). A geospatial approach for limnological characterization of Nigeen Lake, Kashmir Himalaya. Environmental Monitoring and Assessment, 192, 1–18. https://doi.org/10.1007/s10661-020-8091-y
Dar, S. A., Bhat, S. U., Rashid, I., & Dar, S. A. (2020b). Current status of wetlands in Srinagar City: Threats, management strategies, and future perspectives. Frontiers in Environmental Science, 7, 1–11. https://doi.org/10.3389/fenvs.2019.00199
Dar, S. A., Rashid, I., & Bhat, S. U. (2021a). Land system transformations govern the trophic status of an urban wetland ecosystem: Perspectives from remote sensing and water quality analysis. Land Degradation & Development, 1–18. https://doi.org/10.22541/au.160071436.64933166
Dar, S. A., Bhat, S. U., & Rashid, I. (2021b). The status of current knowledge, distribution and conservation challenges of wetland ecosystems in Kashmir Himalaya, India. In Wetlands Conservation (eds; S. Sharma and P. Singh). https://doi.org/10.1002/9781119692621.ch10
Dar, S. A., Bhat, S. U., & Rashid, I. (2021c). Landscape transformations, morphometry and water quality of Anchar wetland in Kashmir Himalaya. Implications for urban wetland management. Water, Air, & Soil Pollution. Accepted
Dar, S. A., Hamid, I., Rashid, I., & Bhat, S. U. (2021d). Identification of anthropogenic contribution to wetland degradation: Insights from the Environmetric Techniques. Stochastic Environmental Research and Risk Assessment. Accepted
Ezekiel, Y., Tukur, A. L., & Mubi, A. M. (2015). Morphometric characteristics of selected fluviatile lakes in the Upper Benue Valley Area of Adamawa State, Northeastern Nigeria. Journal of Geography and Regional Planning, 8(3), 56–64. Weblink: https://academicjournals.org/article/article1427796400_Ezekiel%20et%20al.pdf
Fashae, O. A., Ayorinde, H. A., Olusola, A. O., & Obateru, R. O. (2019). Landuse and surface water quality in an emerging urban city. Applied Water Science, 9, 1–12. https://doi.org/10.1007/s13201-019-0903-2
Faulkner, S. (2004). Urbanization impacts on the structure and function of forested wetlands. Urban Ecosystems, 7, 89–106. https://doi.org/10.1023/B:UECO.0000036269.56249.66
Ganaie T. A., Jamal S., & Ahmad W. S. (2020) Changing land use/land cover patterns and growing human population in Wular catchment of Kashmir Valley India. Geojournal 1–18. https://doi.org/10.1007/s10708-020-10146-y
Hamilton, P. B., Gajewski, K., Atkinson, D. E., & Lean, D. R. S. (2001). Physical and chemical limnology of 204 lakes from the Canadian Arctic Archipelago. Hydrobiologia, 457, 133–148. https://doi.org/10.1023/A:1012275316543
Hassan, Z. U., Shah, J. A., Kanth, T. A., & Pandit, A. K. (2015). Influence of land use/land cover on the water chemistry of Wular Lake in Kashmir Himalaya (India). Ecological Processes, 4, 9. https://doi.org/10.1186/s13717-015-0035-z
Heintzman, L. J., & McIntyre, N. E. (2019). Quantifying the effects of projected urban growth on connectivity among wetlands in the Great Plains (USA). Landscape and Urban Planning, 186, 1–12. https://doi.org/10.1016/j.landurbplan.2019.02.007
Hu, T., Liu, J., Zheng, G., Li, Y., & Xie, B. (2018). Quantitative assessment of urban wetland dynamics using high spatial resolution satellite imagery between 2000 and 2013. Scientific Reports, 8, 1–10. https://doi.org/10.1038/s41598-018-25823-9
ISRO. (2005). NNRMS standards: A national standard for EO images, thematic and cartographic maps, GIS databases and spatial outputs. ISRO NNRMS Tech Rep No 112:235
Jamal, S., & Ahmad, W. S. (2020). Assessing land use land cover dynamics of wetland ecosystems using Landsat satellite data. SN Applied Sciences, 2(11), 1–24. https://doi.org/10.1007/s42452-020-03685-z
Javaid, M., & Ahmad, A. (2015). Evaluating the morphometric and hydrological characteristics of Dal Lake using remote sensing and GIS. Journal of Himalayan Ecology and Sustainable Development, 10, 49–56. Weblink: http://envirsc.uok.edu.in/Files/ab1ac1f1-07e3-42a2-85bc-83717ef39155/Journal/70b67a03-c8d7-41d0-aaf6-3b07a1837edf.pdf
Jeppesen, E., Brucet, S., Naselli-Flores, L., Papastergiadou, E., Stefanidis, K., Nõges, T., Nõges, P., Attayde, J. L., Zohary, T., Coppens, J., Bucak, T., Menezes, R. F., Freitas, F. R. S., Kernan, M., Søndergaard, M., & Beklioğlu, M. (2015). Ecological impacts of global warming and water abstraction on lakes and reservoirs due to changes in water level and related changes in salinity. Hydrobiologia, 750, 201–227. https://doi.org/10.1007/s10750-014-2169-x
Kak, A. M. (2010). Euryale ferox Salisb. (Juwak) in Kashmir lakes (J&K State), India. Journal of Economic and Taxonomic Boany, 34, 1–11. https://www.cabdirect.org/cabdirect/abstract/20103150210
Khanday, S. A., Romshoo, S. A., Jehangir, A., Sahay, A., & Chauhan, P. (2018). Environmetric and GIS techniques for hydrochemical characterization of the Dal Lake, Kashmir Himalaya, India. Stochastic Environmental Research and Risk Assessment, 32, 3151–3168. https://doi.org/10.1007/s00477-018-1581-6
Kuchay, N. A., & Bhat, M. S. (2014). Urban sprawl of Srinagar city and its impact on wetlands- A spatio-temporal analysis. International Journal of Environment and Bioenergy, 9(2), 122–129. Weblink: http://modernscientificpress.com/Journals/ViewArticle.aspx?gkN1Z6Pb60HNQPymfPQlZBKs26XYwJ257zyOkyIdCJ6/q+X094ybVTkMJ/Km6ElG. Accessed 21 Jan 2020
Lawniczak-Malińska, A., Ptak, M., Celewicz, S., & Choiński, A. (2018). Impact of lake morphology and shallowing on the rate of overgrowth in hard-water eutrophic lakes. Water, 10(12), 1827. https://doi.org/10.3390/w10121827
Lea, C., & Curtis, A. C. (2010). Thematic accuracy assessment procedures: National Park Service Vegetation Inventory, version 2.0. Natural Resource Report NPS/2010/NRR–2010/204. National Park Service, Fort Collins, Colorado, USA. Retrieved January 21, 2020 from https://www1.usgs.gov/vip/standards/NPSVI_Accuracy_Assessment_Guidelines_ver2.pdf
Lee, S. Y., Dunn, R. J., Young, R. A., Connolly, R. M., Dale, P. E., Dehayr, R., Lemckert, C. J., McKinnon, S., Powell, B., Teasdale, P. R., & Welsh, D. T. (2006). Impact of urbanization on coastal wetland structure and function. Austral Ecology, 31(2), 149–163. https://doi.org/10.1111/j.1442-9993.2006.01581.x
Li, Y., Zhu, X., Sun, X., & Wang, F. (2010). Landscape effects of environmental impact on bay-area wetlands under rapid urban expansion and development policy: A case study of Lianyungang. China. Landscape and Urban Planning, 94(3–4), 218–227. https://doi.org/10.1016/j.landurbplan.2009.10.006
Lillseand, T. M., Kiefer, R. W., & Chipman, J. W. (2015). Remote sensing and image interpretation (7th ed.). John Wiley and Sons
Lin, Q., & Yu, S. (2018). Losses of natural coastal wetlands by land conversion and ecological degradation in the urbanizing Chinese coast. Scientific Reports, 8, 1–10. https://doi.org/10.1038/s41598-018-33406-x
Liu, W., Zhang, Q., & Liu, G. (2010). Lake eutrophication associated with geographic location, lake morphology and climate in China. Hydrobiologia, 644, 289–299. https://doi.org/10.1007/s10750-010-0151-9
Ly, K., Metternicht, G., & Marshall, L. (2020). Linking changes in land cover and land use of the lower Mekong Basin to instream nitrate and total suspended solids variations. Sustainability, 12(7), 2992. https://doi.org/10.3390/su12072992
Maiti, S., & Agrawal, P. K. (2005). Environmental degradation in the context of growing urbanization: A focus on the metropolitan cities of India. Journal of Human Ecology, 17(4), 277–287. https://doi.org/10.1080/09709274.2005.11905793
Mamoun, C. M., Nigel, R., & Rughooputh, S. D. D. V. (2013). Wetlands’ inventory, mapping and land cover index assessment on Mauritius. Wetlands, 33, 585–595. https://doi.org/10.1007/s13157-013-0415-z
Mao, D., Wang, Z., Wu, J., Wu, B., Zeng, Y., Song, K., Yi, K., & Luo, L. (2018). China’s wetlands loss to urban expansion. Land Degradation & Development, 29(8), 2644–2657. https://doi.org/10.1002/ldr.2939
McGrane, S. J. (2016). Impacts of urbanisation on hydrological and water quality dynamics, and urban water management: A review. Hydrological Sciences Journal, 61(13), 2295–2311. https://doi.org/10.1080/02626667.2015.1128084
McInnes, R. J. (2013). Towards the wise use of urban and peri-urban wetlands. Ramsar Scientific and Technical Briefing Note no. 6. Gland, Switzerland: Ramsar Convention Secretariat
Mitsch, W. J., & Gosselink, J. G. (2000). The value of wetlands: Importance of scale and landscape setting. Ecological Economics, 35(1), 25–33. http://dx.doi.org.ezproxy.lib.ucalgary.ca/https://doi.org/10.1016/S0921-8009(00)00165-8
Mohan, M., Pathan, S., Narendrareddy, K., Kandya, A., & Pandey, S. (2011). Dynamics of urbanization and its impact on land-use/land-cover: A case study of megacity Delhi. Journal of Environmental Protection, 2(9), 1274–1283. https://doi.org/10.4236/jep.2011.29147
Mukherjee, S., Joshi, P. K., Mukherjee, S., Ghosh, A., Garg, R. D., & Mukhopadhyay, A. (2013). Evaluation of vertical accuracy of open source Digital Elevation Model (DEM). International Journal of Applied Earth Observation and Geoinformation, 21, 205–217. https://doi.org/10.1016/j.jag.2012.09.004
Mukhtar, F., Bhat, M. A., Bashir, R., & Chisti, H. (2014). Assessment of surface water quality by evaluating the physico-chemical parameters and by checking the water quality index of Nigeen Basin and Brari Nambal Lagoon of Dal Lake, Kashmir. Journal of Materials and Environmental Sciences, 5(4), 1178–1187. Weblink: https://www.jmaterenvironsci.com/Document/vol5/vol5_N4/146-JMES-831-2014-Mukhtar.pdf
Nengroo, Z. A., Bhat, M. S., & Kuchay, N. A. (2017). Measuring urban sprawl of Srinagar city, Jammu and Kashmir. India Journal of Urban Management, 6(2), 45–55. https://doi.org/10.1016/j.jum.2017.08.001
Nissa, M., & Bhat, S. U. (2016). An assessment of phytoplankton in Nigeen Lake of Kashmir Himalaya. Asian Journal of Biological Sciences, 9, 27–40. https://doi.org/10.3923/ajbs.2016.27.40
Nõges, T. (2009). Relationships between morphometry, geographic location and water quality parameters of European lakes. Hydrobiologia, 633, 33–43. https://doi.org/10.1007/s10750-009-9874-x
OECD (Organization for Economic Coorperation and Development). (1982). Eutrophication of waters, monitoring, assesment and control. Final report OECD cooperative programme on monitoring of inland waters (Eutrophication Control). Environment Directorate, OECD, Paris, 154 p. https://doi.org/10.1002/iroh.19840690206
Pandit, A. K. (2008). Biodiversity of wetlands in Kashmir Himalaya. Proceedings of the National Academy of Sciences, India - Section B: Biological Sciences, 78, 29–51.
Pandit, A. K., & Yousuf, A. R. (2002). Trophic status of Kashmir Himalayan lakes as depicted by water chemistry. Journal of Research and Development, 2, 1–12. Weblink: http://cord.uok.edu.in/Files/4701b853-a330-4f94-a00e-01555a32a0ff/Journal/ad6c76aa-1a18-474d-84cd-916b9740f82e.pdf
Parvez, S., & Bhat, S. U. (2014). Searching for water quality improvement in Dal lake, Srinagar, Kashmir. Journal of Himalayan Ecology and Sustainable Development, 9, 51–64. Weblink: http://envirsc.uok.edu.in/Files/ab1ac1f1-07e3-42a2-85bc-83717ef39155/Journal/0f7e8ec3-3997-4af6-b6f5-9cd55b18fd3b.pdf
Pullanikkatil, D., Palamuleni, L. G., & Ruhiiga, T. M. (2015). Impact of landuse on water quality in the Likangala catchment, southern Malawi. African Journal of Aquatic Science, 40(3), 277–286. https://doi.org/10.2989/16085914.2015.1077777
Qayoom, U., Bhat, S. U., & Ahmad, I. (2021a). Efficiency evaluation of sewage treatment technologies: Implications on aquatic ecosystem health. Journal of Water and Health (IWA), 19, 29–46. https://doi.org/10.2166/wh.2020.115
Qayoom, U., Bhat, S. U., Ahmad, I., & Kumar, A. (2021b). Assessment of potential risks of heavy metals from wastewater treatment plants of Srinagar city, Kashmir. International Journal of Environmental Science and Technology, 1–20
Ramachandra, T. V., Bharath, A. H., & Sreekantha, S. (2012). Spatial metrics based landscape structure and dynamics assessment for an emerging Indian megalopolis. International Journal of Advanced Research in Artificial Intelligence, 1(1), 48–57. https://doi.org/10.14569/IJARAI.2012.010109
Rashid, H., & Naseem, G. (2008). Quantification of loss in spatial extent of lakes and wetlands in the suburbs of Srinagar city during last century using geospatial approach. Proceedings of Taal 2007: the 12th World Lake Conference 653–658. Weblink: http://admin.indiaenvironmentportal.org.in/files/file/spatial%20extent%20of%20lakes%20515and%20wetlands%20Srinagar.pdf. Accessed 21 Jan 2020
Rashid, I., & Altaf, S. (2021). Evaluating the performance of multisource digital elevation models using morphometric parameters and field survey data over the mountainous landscapes of northwest Himalaya. India Environmental Earth Sciences, 80(5), 1–14. https://doi.org/10.1007/s12665-021-09499-5
Rashid, I., Aneaus, S. (2020). Landscape transformation of an urban wetland in Kashmir Himalaya India using high-resolution remote sensing data geospatial modeling and ground observations over the last 5 decades (1965–2018). Environmental Monitoring and Assessment 192(10) https://doi.org/10.1007/s10661-020-08597-4
Rashid, I., Farooq, M., Muslim, M., & Romshoo, S. A. (2013). Assessing the Impact of Anthropogenic Activities on Manasbal Lake in Kashmir Himalayas. International Journal of Environmental Sciences, 3, 2036–2047. https://doi.org/10.6088/ijes.2013030600023
Reid, R., & Mosley, L. (2015). Causes of high pH in South East wetlands. Goyder Institute for Water Research Technical Report Series No. 15/25, Adelaide, South Australia. Weblink: http://www.goyderinstitute.org/_r424/media/system/attrib/file/396/15~25_E2.7%20Alkalinity%20in%20SE%20Wetlands%20Final%20Report-RAC.pdf
Rezanezhad, F., McCarter, C. P., & Lennartz, B. (2020). Wetland biogeochemistry: Response to environmental change. Frontiers in Environmental Science, 8, 55. https://doi.org/10.3389/fenvs.2020.00055
Romshoo, S. A., Altaf, S., Rashid, I., & Dar, R. A. (2017). Climatic, geomorphic and anthropogenic drivers of the 2014 extreme flooding in the Jhelum basin of Kashmir, India. Geomatics Natural Hazards and Risk, 9(1), 224–248. https://doi.org/10.1080/19475705.2017.1417332
Saah, D., Tenneson, K., Matin, M., Uddin, K., Cutter, P., Poortinga, A., Ngyuen, Q. H., Patterson, M., Johnson, G., Markert, K., Flores, A., Anderson, E., Weigel, A., Ellenberg, W. L., Bhargava, R., Aekakkararungroj, A., Bhandari, B., Khanal, N., Housman, I. W., & Chishtie, F. (2019). Land cover mapping in data scarce environments: Challenges and opportunities. Frontiers in Environmental Science, 7, 150. https://doi.org/10.3389/fenvs.2019.00150
Saluja, R., & Garg, J. K. (2017). Trophic state assessment of Bhindawas Lake, Haryana, India. Environmental Monitoring and Assessment, 189, 1–15. https://doi.org/10.1007/s10661-016-5735-z
Showqi, I., Lone, F. A., Mehmood, M. A., Naikoo, M., & Kirmani, N. A. (2018). Assessment of Some macro nutrients to determine the nutritional status of Anchar Lake of Kashmir Himalaya. International Journal of Theoretical & Applied Sciences, Special Issue on Environmental Contaminants and Management, 10, 46–50. Weblink: https://www.researchtrend.net/ijtas/pdf/9_Irfana_Showqi_Assessment.pdf Accessed 21 Jan 2020
United States Environmental Protection Agency (U.S. EPA). (1986). Quality criteria for water 1986. EPA 440/5–86–001
Wetzel, R. G. (2001). Limnology: Lake and River Ecosystems (3rd ed.). Academic Press: an imprint of Elsevier
Xian, G., Crane, M., & Su, J. (2007). An analysis of urban development and its environmental impact on the Tampa Bay watershed. Journal of Environmental Management, 85(4), 965–976. https://doi.org/10.1016/j.jenvman.2006.11.012
Zorrilla-Miras, P., Palomo, I., Gómez-Baggethun, E., Martín-López, B., Lomas, P. L., & Montes, C. (2014). Effects of land-use change on wetland ecosystem services: A case study in the Doñana marshes (SW Spain). Landscape and Urban Planning, 122, 160–174. https://doi.org/10.1016/j.landurbplan.2013.09.013
Acknowledgements
Shahid Ahmad Dar is grateful to the University Grants Commission, New Delhi, for financially supporting this study (grant number 201819-MANF-2018-19-JAM-90477). The authors express gratitude to the United States Geological Survey (USGS) for freely hosting the satellite data available on https://earthexplorer.usgs.gov/. The comments and suggestions from Associate Editor and anonymous reviewer greatly helped improve the manuscript content and structure.
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This study is financially supported by the University Grants Commission (UGC), New Delhi (grant number 201819-MANF-2018–19-JAM-90477).
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Shahid Ahmad Dar: conceptualization, methodology, data curation, software, writing—original draft preparation. Irfan Rashid: supervision, writing—reviewing and editing. Sami Ullah Bhat: supervision, writing—reviewing, and editing.
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Dar, S.A., Rashid, I. & Bhat, S.U. Linking land system changes (1980–2017) with the trophic status of an urban wetland: Implications for wetland management. Environ Monit Assess 193, 710 (2021). https://doi.org/10.1007/s10661-021-09476-2
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DOI: https://doi.org/10.1007/s10661-021-09476-2