Asesmen Kualitas RTH Publik Menggunakan Indeks Vegetasi di Taman Hutan Raya Ir. H. Djuanda Kota Bandung
DOI:
https://doi.org/10.19166/fastjst.v10i1.10492Keywords:
Dampak Ekologis, NDVI, Taman Hutan Raya, Antropogenik, Vegetasi, Remote SensingAbstract
Urban forest ecosystems are increasingly subject to significant anthropogenic pressures; however, the resulting ecological responses often exhibit a delayed manifestation. The Ir. H. Djuanda Forest Park (Tahura) serves as a vital urban conservation area in Bandung,
Indonesia, which has experienced a massive surge in tourist volume. This study aims to analyze the "lag effect" of visitor pressure on vegetation quality dynamics over the 2015–2025 period. A descriptive quantitative approach was employed, integrating spatial analysis via Google Earth Engine (GEE) to extract Normalized Difference Vegetation Index (NDVI) values from Sentinel-2A satellite imagery. Statistical analyses, including Spearman correlation and linear regression, were conducted with time-lag intervals ranging from 0 to 5 years to identify the relationship between annual visitor numbers and the extent of high-density vegetation. The findings reveal no significant correlation at lag 0 (ρ = –0.12; p > 0.05). Conversely, a significant negative correlation emerged at lag 3 (ρ = –0.61; p < 0.05) and reached its peak at lag 5 (ρ = –0.78; p < 0.01). These results demonstrate a threshold of vegetation resistance, where physical degradation only becomes spectrally manifest after several years of cumulative disturbance. This study recommends the implementation of visitor management policies based on environmental carrying capacity that incorporate temporal variables to ensure the long-term sustainability of the Tahura Ir. H. Djuanda ecosystem.
References
[1] J. B. Patel and Z. Raval, “The Impacts of Urbanization on Ecological Systems: A Comprehensive Study of the Complex Challenges Arising from Rapid Urban Growth,” Research Review Journal of Indian Knowledge Systems, vol. 1, no. 1, pp. 1–10, Jun. 2024, https://doi.org/10.31305/rrjiks.2024.v1.n1.001.
[2] X. Bai et al., “Linking Urbanization and the Environment: Conceptual and Empirical Advances,” 2017, https://doi.org/10.1146/annurev-environ.
[3] B. L. T. Ii, E. F. Lambin, and A. Reenberg, “The emergence of land change science for global environmental change and sustainability,” 2007. [Online]. Available: www.pnas.orgcgidoi10.1073pnas.0704119104
[4] I. A. Abdul Samad, Z. M. Baharuddin, and H. H. Md Jani, “Evaluation of Ecosystem Services Contributions on Urban Forests in Kuala Lumpur,” Journal of Architecture, Planning and Construction Management, vol. 14, no. 1, Jun. 2024, https://doi.org/10.31436/japcm.v14i1.697.
[5] A. Paula Branco do Nascimento, S. Rosana dos Santos, G. Gaudereto, and A. Lucia Casteli Figueiredo Gallardo, “Gerenciamento de Cidades Os serviços ecossistêmicos de espaços verdes urbanos: contribuições para a Agenda 2030.”
[6] A. Karimi, P. Pahlavani, and B. Bigdeli, “Land use analysis on land surface temperature in urban areas using a geographically weighted regression and Landsat 8 imagery, a case study: Tehran, Iran,” in International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives, International Society for Photogrammetry and Remote Sensing, Sep. 2017, pp. 117–122. https://doi.org/10.5194/isprs-archives-XLII-4-W4-117-2017.
[7] Kintan Annisa and Weishaguna, “Kajian Kualitas Hutan Kota di Kota Bandung,” Jurnal Riset Perencanaan Wilayah dan Kota, pp. 1–8, Jul. 2023, https://doi.org/10.29313/jrpwk.v3i1.1805.
[8] M. Ibrahim Miftahulhuda et al., “Estimasi Stok Karbon Taman Hutan Raya Ir H. Djuanda.”
[9] S. T. A. Pickett and M. L. Cadenasso, “Advancing urban ecological studies: Frameworks, concepts, and results from the Baltimore Ecosystem Study,” in Austral Ecology, Apr. 2006, pp. 114–125. https://doi.org/10.1111/j.1442-9993.2006.01586.x.
[10] C. Afrianti et al., “An Assessment of Urban Forest Landscape Services for Green Space Management Improvement in Bandung City, West Java, Indonesia,” in BIO Web of Conferences, EDP Sciences, Mar. 2024. https://doi.org/10.1051/bioconf/20249404006.
[11] M. Effendi, Nurhayati, and H. S. Arifin, “Strategi Pengelolaan Lanskap Wisata di Perkampungan Budaya Betawi Setu Babakan Jakarta,” Jurnal Lanskap Indonesia, vol. 16, no. 1, pp. 84–98, Apr. 2024, https://doi.org/10.29244/jli.v16i1.48700.
[12] S. Fahmi et al., “Comparison of Vegetation Canopy Density Mapping in Djuanda Great Forest Park Using FCD And MSARVI Transformation Based on Sentinel-2A Image,” Cetak, 2025.
[13] S. A. Shirazi and J. H. Kazmi, “Analysis of socio-environmental impacts of the loss of urban trees and vegetation in Lahore, Pakistan: a review of public perception,” Dec. 01, 2016, Springer Verlag. https://doi.org/10.1186/s13717-016-0050-8.
[14] U. States, “FRAGSTATS: Spatial Pattern Analysis Program for Quantifying Landscape Structure,” 1995.
[15] A. Moh Rifiyan Arief Program Studi Pariwisata Jurusan Ilmu Administasi, “Pengembangan Aktivitas Wisata Di Taman Hutan Raya Ir. H. Djuanda Bandung Jawa Barat.”
[16] Compton J. Tucker, “Red and Photographic Infrared Linear Combinations for Monitoring Veqetation,” 1978. https://doi.org/10.1016/0034-4257(79)90013-0.
[17] C. Neumann, R. Behling, and G. Weiss, “Biodiversity Change in Cultural Landscapes—The Rural Hotspot Hypothesis,” Ecol. Evol., vol. 15, no. 1, Jan. 2025, https://doi.org/10.1002/ece3.70811.
[18] P. Katila, C. J. P. Colfer, W. de Jong, G. Galloway, P. Pacheco, and G. Winkel, Towards SDG 11: How Urban Greenery Can Help Us Build Sustainable Cities. Cambridge University Press, 2019. https://doi.org/10.1017/9781108765015.
[19] A. Azmeer, F. Tahir, and S. G. Al-Ghamdi, “Towards SDG 11: How Urban Greenery Can Help Us Build Sustainable Cities,” Front. Young Minds, vol. 12, Nov. 2024, https://doi.org/10.3389/frym.2024.1419477.
[20] J. F. Dashiell, “Mcgraw-Hill Pusllcatlons In Psychology Fundamental Statistics in Psychology and Education.”
[21] S. Huang, L. Tang, J. P. Hupy, Y. Wang, and G. Shao, “A commentary review on the use of normalized difference vegetation index (NDVI) in the era of popular remote sensing,” J. For. Res. (Harbin)., vol. 32, no. 1, pp. 1–6, Feb. 2021, https://doi.org/10.1007/s11676-020-01155-1.
[22] S. W. Andini, Y. Prasetyo, and A. Sukmono, “Analisis Sebaran Vegetasi Dengan Citra Satelit Sentinel Menggunakan Metode NDVI dan Segmentasi,” 2018.
Downloads
Published
Issue
Section
License
Copyright (c) 2026 Muhammad Alwan Faris Fadlirullah Raden, Sutadiwangsa, Adytia Heru Nugraha, Ammar Muhammad Nabil, Yulia Asyiawati

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
“Authors who publish with this journal agree to the following terms:
1) Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution License (CC-BY-SA 4.0) that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal.
2) Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in this journal.
3) Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website). The final published PDF should be used and bibliographic details that credit the publication in this journal should be included.”


