Landscape Metrics and NDVI Analysis to analyze Urban Growth and Green Space loss: Insights from Murree Tehsil (2000-2020)

Green Space Change Detection using GIS Techniques.

Authors

  • Samra Waheed Institute of Geographical Information Systems (IGIS),National University of Sciences and Technology, Islamabad, Pakistan.
  • Qudsia Nadeem Institute of Geographical Information Systems (IGIS),National University of Sciences and Technology, Islamabad, Pakistan.
  • Maryam Mazhar Department of Environmental Science, Faculty of Sciences, International Islamic University Islamabad, Pakistan.
  • Syeda Maria Ali Department of Environmental Science, International Islamic University Islamabad
  • Aneeza Islam Department of Environmental Science, Faculty of Sciences, International Islamic University Islamabad, Pakistan
  • Iftikhar Ali Project Wing, Ministry of Planning Division & Special Initiatives, Islamabad, Pakistan.

Keywords:

green spaces, vegetation change, Landscape Metric Analysis, Fragmentation, Urban growth

Abstract

Investigating changes in vegetation is crucial for understanding interactions between land and atmosphere, and their consequent effects on climate. The variations in Land Use Land Cover hold profound implications for environmental conditions and landscape characteristics. In this study, we focus on detecting transformations in green spaces and analyzing the landscape patterns within Murree Tehsil, which is an area driven by over-increasing urbanization trends and eco-tourism attractions in Pakistan. We employed multi-temporal Landsat imagery, including TM and OLI-TRIS from the years 2000, 2010, and 2020, and detected changes in the green space and calculated various landscape metrics. Our findings show concerning trends, as the dense vegetation that accounted for 62.44% in 2000 decreased to a mere 56.31% by 2020. In contrast, sparse vegetation and settlements, which represented 22.06% and 2.02% in 2000, surged to 30.13% and 6.73%, respectively, by 2020. The landscape metrics also revealed decreasing trends until 2010 and a slight increase in 2020 due to afforestation efforts. The dynamic transformation of Murree's landscape underscores a multifaceted process that is fundamentally reshaping the local ecosystem. Considering these changes, it becomes important to assess and estimate these changes with precision. Such understanding would have a direct relevance for effective planning and the sustainable utilization of our natural resources.

Author Biographies

Syeda Maria Ali, Department of Environmental Science, International Islamic University Islamabad

Presently working as Associate Professor/ chairperson Department of Environmental Science, Faculty of Sciences, International Islamic University Islamabad

Ph.D (QAU Islamabad Pak), Post Doctorate in Water Quality Assessment (Environmental Resource Center, Indiana Purdue Fort Wayne, USA), Post Doctorate in Species Distribution Modeling (Institute for Applied ecology, University of Canberra, Australia. She has number of publications at her credit in renowned national and international journals.)

Specialization: Urban Ecology, Phytosociology, GIS &RS, Climate Change Assessment, Soil Science, Palynology, Pesticide Pollution.

Aneeza Islam, Department of Environmental Science, Faculty of Sciences, International Islamic University Islamabad, Pakistan

Ms Aneeza Islam is a PhD student and Visiting Faculty in teh Department of Environmental Science, International Islamic University Islamabad. She is a specialized environmentalist witha  strong GIS and Remote sensing skills. Her research interests focus on urban climatology, vegetation dynamics and sustainable urban development.

Iftikhar Ali, Project Wing, Ministry of Planning Division & Special Initiatives, Islamabad, Pakistan.

Mr Iftikhar Ali is working as Deputy Director GIS in Monitoring and Evaluations Department at Project Wing, Ministry of Planning Division & Special Initiatives, Islamabad, Pakistan. HIs research interests include image analysis, image processing and utilization of GIS and web GIS Technologies.

References

Aftab, E., & Hickey, G. M. (2010). Forest administration challenges in Pakistan: The case of the Patriata reserved forest and the “New Murree” development. International Forestry Review, 12(1), 97–105. https://doi.org/10.1505/ifor.12.1.97

Ansari, L., Ahmad, W., Saleem, A., Imran, M., Malik, K., Hussain, I., Tariq, H., & Munir, M. (2022). Forest Cover Change and Climate Variation in Subtropical Chir Pine Forests of Murree through GIS. Forests, 13(10). https://doi.org/10.3390/f13101576

Arshad, S., Ahmad, S. R., Abbas, S., Asharf, A., Siddiqui, N. A., & Islam, Z. ul. (2022). Quantifying the contribution of diminishing green spaces and urban sprawl to urban heat island effect in a rapidly urbanizing metropolitan city of Pakistan. Land Use Policy, 113(November 2021), 105874. https://doi.org/10.1016/j.landusepol.2021.105874

Ashraf, I., Saeed, U., Shahzad, N., Gill, J. I., Parvez, S., & Raja, A. (2014). Delineating Legal Forest Boundaries to Combat Illegal Forest Encroachments: A Case Study in Murree Forest Division, Pakistan. https://api.semanticscholar.org/CorpusID:126687155

Baqa, M. F., Lu, L., Chen, F., Nawaz-Ul-huda, S., Pan, L., Tariq, A., Qureshi, S., Li, B., & Li, Q. (2022). Characterizing Spatiotemporal Variations in the Urban Thermal Environment Related to Land Cover Changes in Karachi, Pakistan, from 2000 to 2020. Remote Sensing, 14(9). https://doi.org/10.3390/rs14092164

Bhandari, A. K., Kumar, A., & Singh, G. K. (2012). Feature Extraction using Normalized Difference Vegetation Index (NDVI): A Case Study of Jabalpur City. Procedia Technology, 6, 612–621. https://doi.org/10.1016/j.protcy.2012.10.074

Bilal, H., Siwar, C., Mokhtar, M. B., Kanniah, K. D., Govindan, R., & Ansari, T. A. (2021). Assessment of land use and land cover changes in association with hydrometeorological parameters in the Upper Indus Basin. Journal of Himalayan Earth Sciences, 1-13. http://ojs.uop.edu.pk/jhes/article/view/1664

Dilawar, A., Chen, B., Trisurat, Y., Tuankrua, V., Arshad, A., Hussain, Y., Measho, S., Guo, L., Kayiranga, A., Zhang, H., Wang, F., & Sun, S. (2021). Spatiotemporal shifts in thermal climate in responses to urban cover changes: a-case analysis of major cities in Punjab, Pakistan. Geomatics, Natural Hazards and Risk, 12(1), 763–793. https://doi.org/10.1080/19475705.2021.1890235

du Toit, M. J., Cilliers, S. S., Dallimer, M., Goddard, M., Guenat, S., & Cornelius, S. F. (2018). Urban green infrastructure and ecosystem services in sub-Saharan Africa. Landscape and Urban Planning, 180(November 2017), 249–261. https://doi.org/10.1016/j.landurbplan.2018.06.001

Duarte, G. T., Santos, P. M., Cornelissen, T. G., Ribeiro, M. C., & Paglia, A. P. (2018). The effects of landscape patterns on ecosystem services: meta-analyses of landscape services. Landscape Ecology, 33(8), 1247–1257. https://doi.org/10.1007/s10980-018-0673-5

Gyenizse, P., Bognár, Z., Czigány, S., & Elekes, T. (2014). Landscape shape index, as a potencial indicator of urban development in Hungary. Acta Geographica Debrecina Landscape & Environment Series, 8(2), 78–88.

Jamal, T., Naseer, S., Hassan, S. S., Batool, H., Mahmood, R., Naz, A., Butt, A., Tanver, U., Kaukab, I. S., Alvi, S., Ahmad, J., Akhtar, A., Javed, A., & Ali, A. (2018). Appraisal of Deforestation in Murree through Open Source Satellite Imagery. Advances in Remote Sensing, 07(02), 61–70. https://doi.org/10.4236/ars.2018.72005

Jiang, Z., Huete, A. R., Chen, J., Chen, Y., Li, J., Yan, G., & Zhang, X. (2006). Analysis of NDVI and scaled difference vegetation index retrievals of vegetation fraction. Remote Sensing of Environment, 101(3), 366–378. https://doi.org/10.1016/j.rse.2006.01.003

Kausar, R., Baig, S., & Riaz, I. (2016a). Spatio-temporal land use/land cover analysis of Murree using remote sensing and GIS. Asian Journal of Agriculture and Rural Development, 6(3), 50–58. https://doi.org/10.18488/journal.1005/2016.6.3/1005.3.50.58

Kausar, R., Baig, S., & Riaz, I. (2016b). Spatio-temporal land use/land cover analysis of Murree using remote sensing and GIS. Asian Journal of Agriculture and Rural Development, 6(3), 50–58. https://doi.org/10.18488/journal.1005/2016.6.3/1005.3.50.58

Khattak, M. S., & Ali, S. (2015). Assessment of temperature and rainfall trends in Punjab province of Pakistan for the period 1961-2014. Journal of Himalayan Earth Sciences, 42-61. http://ojs.uop.edu.pk/jhes/article/view/1944

Liding, C., Yang, L., Yihe, L., Xiaoming, F., & Bojie, F. (2008). Pattern analysis in landscape ecology: progress, challenges and outlook. Acta Ecologica Sinica, 28(11), 5521–5531. https://doi.org/10.1016/s1872-2032(09)60011-1

Malik, S. M., Arshad, S., Alam, K., & Bilal, O. (2020). Monitoring urban growth and land use changes using GIS and remote sensing: A case study of Tehsil Burewala. Journal of Himalayan Earth Sciences, 140-1582. http://ojs.uop.edu.pk/jhes/article/view/1819

Mujahid Hussain, S., Waheed, A., & Naeem Asghar, M. (2017). Emerging Challenges in Land Use Regulation System: a Case Study of Murree, Pakistan. Journal of Research in Architecture and Planning, 22, 16–25. https://doi.org/10.53700/jrap2212017_2

Neel, M. C., McGarigal, K., & Cushman, S. A. (2004). Behavior of class-level landscape metrics across gradients of class aggregation and area. Landscape Ecology, 19(4), 435–455. https://doi.org/10.1023/B:LAND.0000030521.19856.cb

Sertel, E., Topaloğlu, R. H., Şallı, B., Algan, I. Y., & Aksu, G. A. (2018). Comparison of landscape metrics for three different level land cover/land use maps. ISPRS International Journal of Geo-Information, 7(10). https://doi.org/10.3390/ijgi7100408

Turner, M. G., & Gardner, R. H. (2015). Landscape Ecology in Theory and Practice Pattern and Process Second Edition.

Virk, Z. T., Khalid, B., Hussain, A., Ahmad, B., Dogar, S. S., Raza, N., & Iqbal, B. (2020). Water availability, consumption and sufficiency in Himalayan towns: A case of Murree and Havellian towns from Indus River Basin, Pakistan. Water Policy, 22, 46–64. https://doi.org/10.2166/wp.2019.012

Waseem, S., & Khayyam, U. (2019). Loss of vegetative cover and increased land surface temperature: A case study of Islamabad, Pakistan. Journal of Cleaner Production, 234, 972–983. https://doi.org/10.1016/j.jclepro.2019.06.228

Zhang, C., Wu, J., Grimm, N. B., McHale, M., & Buyantuyev, A. (2013). A hierarchical patch mosaic ecosystem model for urban landscapes: Model development and evaluation. Ecological Modelling, 250, 81–100. https://doi.org/10.1016/j.ecolmodel.2012.09.020

Zhou, X., & Wang, Y. C. (2011). Spatial-temporal dynamics of urban green space in response to rapid urbanization and greening policies. Landscape and Urban Planning, 100(3), 268–277. https://doi.org/10.1016/jlandurbplan .2010.12.013

Downloads

Published

2025-11-30

How to Cite

Waheed, S., Nadeem, Q., Mazhar, M., Ali, S. M., Islam, A., & Ali, I. (2025). Landscape Metrics and NDVI Analysis to analyze Urban Growth and Green Space loss: Insights from Murree Tehsil (2000-2020): Green Space Change Detection using GIS Techniques. Journal of Himalayan Earth Sciences, 58(2), 147-161. Retrieved from http://ojs.uop.edu.pk/jhes/article/view/2037