Spatial Assessment of Urban Vegetation Density Using Landsat 8 NDVI: A Case Study of Sibolga, Indonesia

Authors

  • Citra Amelia Putri Nasution Geographic Information Science Study Program, Faculty of Social Sciences, Universitas Negeri Medan, Indonesia Author
  • Mutia Indah Purnama Geographic Information Science Study Program, Faculty of Social Sciences, Universitas Negeri Medan, Indonesia Author
  • Chandra Aryanto Marbun Geographic Information Science Study Program, Faculty of Social Sciences, Universitas Negeri Medan, Indonesia Author
  • Muhammad Ridha Syafii Damanik Geographic Information Science Study Program, Faculty of Social Sciences, Universitas Negeri Medan, Indonesia Author https://orcid.org/0000-0002-4567-0513
  • Yessi Marbun Yayasan Konservasi Pesisir Indonesia, Sumatera Utara, Indonesia Author

DOI:

https://doi.org/10.63639/ykp.v2i1.155

Keywords:

NDVI, Vegetation Density, Remote Sensing, Landsat 8, Sibolga City

Abstract

The intensive growth of urban areas has increased the conversion of vegetated land into built-up areas, thereby reducing the quality of the environment and green open spaces. Sibolga City as a coastal city with limited land faces urbanization pressures that have the potential to accelerate the decline in vegetation cover. This study aims to analyze and map the level of vegetation density in Sibolga City using the Normalized Difference Vegetation Index (NDVI) approach. The study uses a descriptive quantitative method based on spatial analysis by utilizing Landsat 8 imagery in 2025 as the main data. Data processing was carried out through the pre-image processing stage, calculation of NDVI values using ArcGIS Pro, classification of vegetation density levels into five classes, and descriptive analysis of the spatial distribution of the mapping results. The results showed that the middle greenery class dominated the Sibolga City area with an area of 546.77 ha (47.77%), followed by very low greenery of 221.83 ha (19.38%), unvegetated land of 207.61 ha (18.14%), low greenery of 166.43 ha (14.45%), while high greenery only 2.89 ha (0.25%) remained. The accumulation of unvegetated land, very low greenery, and low greenery reached 51.97% of the total area, indicating the dominance of the built landscape as well as the high pressure on urban vegetation. This study concludes that the condition of vegetation cover in Sibolga City requires strengthening spatial planning policies based on spatial data through the protection of vegetated areas, the development of green open spaces, and the control of land conversion to support the sustainability of the urban environment.

References

Ally, H., & Daniswara, A. P. (2023). Analisis spatio-temporal dampak pertumbuhan penduduk pada indeks NDVI di Kota Surakarta. Innovative: Journal Of Social Science Research, 3(6), 6057–6067. https://j-innovative.org/index.php/Innovative/article/view/7552

Amri, I., & Giyarsih, S. R. (2022). Monitoring urban physical growth in tsunami-affected areas: A case study of Banda Aceh City, Indonesia. Geojournal, 87(3), 1929–1944. https://doi.org/10.1007/s10708-020-10362-6

Anestis, G., & Stathakis, D. (2024). Urbanization trends from global to the local scale. In Geographical information science (pp. 357–375). Elsevier. https://doi.org/10.1016/B978-0-443-13605-4.00010-2

Angel, S. (2023). Urban expansion: theory, evidence and practice. Buildings & Cities, 4(1). https://doi.org/10.5334/bc.348

Aryastana, P., Widya, I. G. N. A., DAna, G. W. P., Suyasa, I. P. S., & Tamara, W. W. A. (2023). Estimasi Perubahan Tutupan Lahan Dengan Menggunakan Normalized Difference Vegetation Index (Ndvi) Di Kabupaten Klungkung Provinsi Bali. Jurnal Teknik Gradien, 15(01), 45–51. https://doi.org/10.47329/teknik_gradien.v15i01.1014

Devi, N. S., & Santosa, P. B. (2022). Analisis Geospasial Perubahan Ruang Terbuka Hijau Wilayah Kota Purwokerta dari Tahun 2013 sampai 2020. JGISE: Journal of Geospatial Information Science and Engineering, 5(2), 121–131. https://doi.org/10.22146/jgise.74620

Dewi, A. R., Taryana, D., & Astuti, I. S. (2023). Pengaruh perubahan kerapatan bangunan dan vegetasi terhadap Urban Heat Island di Kota Bekasi menggunakan citra penginderaan jauh multitemporal. Jurnal Integrasi Dan Harmoni Inovatif Ilmu-Ilmu Sosial, 3(6), 604–625. https://doi.org/10.17977/um063v3i6p604-625

Duranton, G., & Puga, D. (2023). Urban growth and its aggregate implications. Econometrica, 91(6), 2219–2259. https://doi.org/10.3982/ECTA17936

Farias, G. D., Bremm, C., Bredemeier, C., de Lima Menezes, J., Alves, L. A., Tiecher, T., Martins, A. P., Fioravanço, G. P., da Silva, G. P., & de Faccio Carvalho, P. C. (2023). Normalized Difference Vegetation Index (NDVI) for soybean biomass and nutrient uptake estimation in response to production systems and fertilization strategies. Frontiers in Sustainable Food Systems, 6, 959681. https://doi.org/10.3389/fsufs.2022.959681

Hardianto, A., Dewi, P. U., Feriansyah, T., Sari, N. F. S., & Rifiana, N. S. (2021). Pemanfaatan Citra Landsat 8 Dalam Mengidentifikasi Nilai Indeks Kerapatan Vegetasi (NDVI) Tahun 2013 dan 2019 (Area Studi: Kota Bandar Lampung). Jurnal Geosains Dan Remote Sensing, 2(1), 8–15. https://doi.org/10.23960/jgrs.2021.v2i1.38

Hariani, Y., Susi, T., Ruthena, Y., Sutrisno, H., & Perkasa, P. (2024). Analisis NDVI untuk Mengidentifikasi Lokasi RTH Dalam Mencegah Perubahan Lingkungan Menjadi Industrialisasi. Jurnal Ilmiah Ecosystem, 24(2), 301–316. https://doi.org/10.35965/eco.v24i2.4543

Lasaiba, M. A., & Tetelepta, E. G. (2023). Analisis Spasial Kerapatan Vegetasi Kota Ambon Berbasis Normalized Difference Vegetation Index (Ndvi). Jurnal Pengembangan Kota, 11(2), 124–139. https://doi.org/10.14710/jpk.11.2.124-139

Mahtta, R., Fragkias, M., Güneralp, B., Mahendra, A., Reba, M., Wentz, E. A., & Seto, K. C. (2022). Urban land expansion: the role of population and economic growth for 300+ cities. Npj Urban Sustainability, 2(1), 5. https://doi.org/10.1038/s42949-022-00048-y

Nugroho, C., Agustang, A., & Pertiwi, N. (2022). Dinamika Pertumbuhan Kawasan Permukiman Kota Jambi. Jurnal Ilmiah Mandala Education, 8(1). https://doi.org/10.36312/jime.v8i1.2664/

Semeraro, T., Scarano, A., Buccolieri, R., Santino, A., & Aarrevaara, E. (2021). Planning of urban green spaces: An ecological perspective on human benefits. Land, 10(2), 105. https://doi.org/10.3390/land10020105

Shinta, S. (2024). Pengaruh Urbanisasi terhadap Perubahan Kondisi Sosial dan Ekonomi di Indonesia. Jurnal Swarnabhumi: Jurnal Geografi Dan Pembelajaran Geografi, 9(1), 47–55. https://doi.org/10.31851/swarnabhumi.v9i1.10068

Simarmata, N., Wikantika, K., Tarigan, T. A., Aldyansyah, M., Tohir, R. K., Fauziah, A., & Purnama, Y. (2021). Analisis transformasi indeks NDVI, NDWI dan SAVI untuk identifikasi kerapatan vegetasi mangrove menggunakan citra Sentinel di pesisir timur Provinsi Lampung. JURNAL GEOGRAFI Geografi Dan Pengajarannya, 19(2), 69–79. https://doi.org/10.26740/jggp.v19n2.p69-79

Sinaga, O., Mubarak, M., & Elizal, E. (2021). Pemetaan Sebaran Suhu Permukaan Laut Kota Sibolga, Provinsi Sumatera Utara Menggunakan Satelit NOAA/AVHRR. Ilmu Perairan (Aquatic Science), 9(1), 1–5. https://doi.org/10.31258/

Sudarso, P., Makkawaru, Z., & Tira, A. (2023). Alih fungsi tanah pertanian menjadi kawasan pembangunan perumahan dalam rangka penataan ruang wilayah Kabupaten Gowa. Indonesian Journal of Legality of Law, 6(1), 65–73. https://doi.org/10.35965/ijlf.v6i1.3838

Surya, B., Salim, A., Hernita, H., Suriani, S., Menne, F., & Rasyidi, E. S. (2021). Land use change, urban agglomeration, and urban sprawl: A sustainable development perspective of Makassar City, Indonesia. Land, 10(6), 556. https://doi.org/10.3390/land10060556

Yang, K., Sun, W., Luo, Y., & Zhao, L. (2021). Impact of urban expansion on vegetation: The case of China (2000–2018). Journal of Environmental Management, 291, 112598. https://doi.org/10.1016/j.jenvman.2021.112598

Zhao, Q., & Qu, Y. (2024). The retrieval of ground NDVI (normalized difference vegetation index) data consistent with remote-sensing observations. Remote Sensing, 16(7), 1212. https://doi.org/10.3390/rs16071212

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Published

2026-07-29

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How to Cite

Spatial Assessment of Urban Vegetation Density Using Landsat 8 NDVI: A Case Study of Sibolga, Indonesia. (2026). YKP JOURNAL, 2(1), 19-28. https://doi.org/10.63639/ykp.v2i1.155