Land Use, Built-Up, and Vegetation Index in North Halmahera Regency through Spatio-Temporal Analysis
Article Sidebar
Issue
Vol. 30 No. 1 (2024)
Accepted
5 January 2024
Published
1 April 2024
Keywords:
-
built-up, vegetation index, ecotourism, spatial-temporal, land use
Abstract
Monitoring land use, buildings, and vegetation index of ecotourism areas in North Halmahera can support planning space utilization in urban areas for tourist areas as the concept of land use management and urban planning. This study offers ideas for analyzing the distribution of buildings, vegetation index, and land use in the mangrove ecotourism area of North Halmahera Regency using the spatio-temporal analysis method. The spatio-temporal analysis method comprises several stages: data selection, preprocessing, data integration, spatial analysis, temporal analysis, spatio-temporal analysis, data visualization, interpretation and understanding, and data visualization. The results of this study show that changes in the livelihood strategy of local people, from farmers and fishermen to traders, also affect land use patterns, from agricultural activities to economic activities, which triggers an increase in the number of buildings for production activities to product distribution. The implications of these findings on ecotourism development programs and policies and infrastructure development in the North Halmahera Regency are to consider community livelihoods and space or land use behavior in ecotourism areas based on vegetation, soil, and building index values. Thus, the intensification of building distribution and changes in vegetation index values from 2013-2023 reflect changes in people's livelihood strategies from agrarian activities to trade and from fishermen's activities to tourism transportation service providers.
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Gelbman, A. (2022). Seaside hotel location and environmental impact: Land use dilemmas. Journal of Tourism and Cultural Change, 20(4), 530–550. https://doi.org/10.1080/14766825.2021.1961797
Guha, S., Govil, H., & Besoya, M. (2020). An investigation on seasonal variability between LST and NDWI in an urban environment using Landsat satellite data. Geomatics, Natural Hazards and Risk, 11(1), 1319–1345. https://doi.org/10.1080/19475705.2020.1789762
Gultom, I. S., Anggoro, T. D., Handadari, A. S. K., Wicaksono, P., & Nugraha, R. B. A. (2023). Nilai ekonomi ekosistem mangrove di kawasan pesisir Lantebung Kota Makassar. Jurnal Sosial Ekonomi Kelautan dan Perikanan, 18(1), 1–16. https://doi.org/10.15578/jsekp.v18i1.11577
Handiani, D. N., Heriati, A., & Gunawan, W. A. (2022). Comparison of coastal vulnerability assessment for Subang Regency in North Coast West Java-Indonesia. Geomatics, Natural Hazards and Risk, 13(1), 1178–1206. https://doi.org/10.1080/19475705.2022.2066573
Hardianto, Jaya, L. M. G., Nurgiantoro, & Khairisa, N. H. (2021). Perbandingan metode indeks vegetasi NDVI, SAVI, dan EVI terkoreksi atmosfer iCOR. Jurnal Geografi Aplikasi dan Teknologi, 5(1), 53–62. https://doi.org/10.33772/jagat.v5i1.17841
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Johann, M., Mishra, S., Malhotra, G., & Tiwari, S. R. (2022). Participation in active sport tourism: Impact assessment of destination involvement and perceived risk. Journal of Sport and Tourism, 26(2), 101–123. https://doi.org/10.1080/14775085.2021.2017326
Kantakumar, L. N., Kumar, S., & Schneider, K. (2019). SUSM: A scenario-based urban growth simulation model using remote sensing data. European Journal of Remote Sensing, 52(sup2), 26–41. https://doi.org/10.1080/22797254.2019.1585209
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Maaiah, B., Al-Badarneh, M., & Al-Shorman, A. (2023). Mapping potential nature based tourism in Jordan using AHP, GIS and remote sensing. Journal of Ecotourism, 22(2), 260–280. https://doi.org/10.1080/14724049.2021.1968879
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Authors
SinggalenY. A. (2024). Land Use, Built-Up, and Vegetation Index in North Halmahera Regency through Spatio-Temporal Analysis. Jurnal Manajemen Hutan Tropika, 30(1), 70. https://doi.org/10.7226/jtfm.30.1.70
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