Implementasi Hyper Spectral of Remote Sensing untuk Analisis Kawasan Ekowisata Mangrove Potensial di Kecamatan Tobelo Timur Menggunakan NDVI, SAVI, dan EVI
Abstract
Studies on the resilience of mangrove forest areas are becoming popular in Indonesia, despite the implementation of the Hyper Spectral of Remote Sensing method in identifying changes in vegetation index values based on the Normalized Difference Vegetation Index (NDVI), Soil Adjusted Vegetation Index (SAVI) and Enhanced Vegetation Index models (EVI) in unreached areas need to be done to add to the database so that it becomes a reference for further research. Considering this, this study uses the hyperspectral method of remote sensing through the following stages: data collection; data processing; radiometric calibration; dimension reduction; data analysis; interpretation of results. Meanwhile, the bands used have been adjusted to NDVI, SAVI, and EVI models at the dimension reduction stage. The results of this study show that the overall average value of the calculation results of NDVI, SAVI, and EVI based on Zone 1, Zone 2, Zone 3, and Zone 4 of the mangrove area of East Tobelo District indicates the condition of medium or sufficient category density and dense or dense. Thus, it can be known that the location is feasible to be developed as a tourist attraction through a community-based mangrove ecotourism area development model.
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References
Nurhikmah, L. Irmayanti, R. Ashari, and A. Fatrawana, “Potensi Ekosistem Mangrove sebagai Ekowisata di Pulau Satanger Kabupaten Pangkajene dan Kepulauan,” J. Ilmu Kelaut. Kepul., vol. 5, no. 1, pp. 495–508, 2022.
M. W. Pratiwi and F. F. Muhsoni, “Analisis Kesesuaian Ekowisata Mangrove Di Desa Taddan Kecamatan Camplong Kabupaten Sampang,” Samakia J. Ilmu Perikan., vol. 12, no. 2, pp. 105–115, 2021, doi: 10.35316/jsapi.v12i2.1136.
Y. A. Singgalen, “Tourism Infrastructure Development and Transformation of Vegetation Index in Dodola Island of Morotai Island Regency,” J. Inf. Syst. Informatics, vol. 4, no. 1, pp. 130–144, 2022, doi: 10.51519/journalisi.v4i1.230.
Y. A. Singgalen and D. Manongga, “Monitoring of Mangrove Ecotourism Area using NDVI, NDWI, and CMRI in Dodola Island, Morotai Island Regency, Indonesia,” J. Ilmu dan Teknol. Kelaut. Trop., vol. 14, no. 1, pp. 95–108, 2022.
Y. A. Singgalen, “Vegetation Index and Mangrove Forest Utilization through Ecotourism Development in Dodola and Guraping of North Maluku Province,” J. Manaj. Hutan Trop., vol. 28, no. 2, pp. 150–161, 2022, doi: 10.7226/jtfm.28.2.150.
Y. A. Singgalen, “Priority Analysis of Mangrove Guraping Ecotourism Development Based on Spatial Data Using Process Hierarchy Analysis,” J. Inf. Syst. Informatics, vol. 4, no. 1, pp. 1–15, 2022.
Y. A. Singgalen, C. Gudiato, S. Y. J. Prasetyo, and C. Fibriani, “Mangrove Monitoring Using Normalized Difference Vegetation Index (NDVI): Case Study In North Halmahera, Indonesia,” J. Ilmu dan Teknol. Kelaut. Trop., vol. 13, no. 2, pp. 219–239, 2021, doi: 10.29244/jitkt.v13i2.34771.
Y. A. Singgalen and D. Manongga, “Mangrove-based Ecotourism Sustainability Analysis using NDVI and AHP Approach,” Indones. J. Comput. Cybern. Syst., vol. 16, no. 2, pp. 125–136, 2022, doi: 10.22146/ijccs.68986.
P. Aprianto, V. Amelia, and F. Firlianty, “Potensi Daya Tarik Obyek Ekowisata Kawasan Punggualas di Taman Nasional Sebangau,” J. Environ. Manag., vol. 3, no. 3, pp. 186–194, 2022, doi: 10.37304/jem.v3i3.5524.
S. Hodijah, Haryadi, A. Delis, D. Artis, and I. Syafi’i, “Pemberdayaan Masyarakat untuk Menopang Ekowisata Lokal dalam Pemanfaatan dan Tata Kelola Homestay di Desa Renah Alai Kabupaten Merangin,” J. Inovasi, Teknol. dan Dharma Bagi Masy., vol. 2, no. 1, pp. 22–27, 2022, doi: 10.22437/jitdm.v2i1.16425.
L. Japa, A. Syukur, Syachruddin, and D. M. Ibrahim, “Sosialisasi Buku Ekowisata Ekosistem Mangrove Sebagai Laboratorium Alam Untuk Pembelajaran IPA Di MTs. NW Nurul Ihsan Tanjung Luar Lombok Timur,” J. Pengabdi. Magister Pendidik. IPA, vol. 5, no. 4, pp. 205–216, 2022, doi: 10.29303/jpmpi.v5i4.2523.
Y. Dimon, R. Hadun, and A. Sofyan, “Analisis Kesesuaian Lahan untuk Pengembangan Ekowisata Mangrove di Kawasan Ekosistem Esensial (KEE) Tanjung Boleu Desa Kao Kabupaten Halmahera Utara,” J. Pertan. Khairun, vol. 1, no. 2, pp. 80–91, 2022.
R. Do Subuh, M. Fadel, and F. Soamole, “Ekowisata Berbasi Kearifan Lokal di Kabupaten Halmahera Barat,” J. Ilmuah Kebud. dan Kesejarahan, vol. 9, no. 1, pp. 49–57, 2022, [Online]. Available: http://ejournal.unkhair.ac.id/index.php/etnohis/article/view/5206
Y. A. Singgalen, “Mangrove forest utilization for sustainable livelihood through community-based ecotourism in kao village of north halmahera district,” J. Manaj. Hutan Trop., vol. 26, no. 2, pp. 155–168, 2020, doi: 10.7226/JTFM.26.2.155.
A. Arfan, U. Sideng, W. Sanusi, and M. F. Juanda, “Jurnal Environmental Science,” J. Environ. Sci., vol. 4, no. 2, pp. 181–193, 2022.
T. Hariyanto, C. B. Pribadi, and I. S. Atsilah, “Analisis Hasil Identifikasi Persebaran Mangrove Berdasarkan Algoritma Normalized Difference Vegetation Index dan Mangrove Vegetation Index Menggunakan Citra Satelit Sentinel-2 ( Studi Kasus : Taman Nasional Alas Purwo ) Pendahuluan Mangrove merupakan vege,” J. Geod. Geomatics, vol. 18, no. 2, pp. 285–292, 2023.
P. R. Azzahra, E. Sumarga, and A. Sholihah, “Analisis Kesehatan Mangrove di Taman Wisata Alam Angke Kapuk, Jakarta Utara,” J. Ilmu dan Teknol. Kayu Trop., vol. 20, no. 1, pp. 40–51, 2022, doi: 10.51850/jitkt.v20i1.571.
N. Simartama et al., “Analisis Transformasi Indeks NDVI, NDWI dan SAVI untuk Identifikasi Kerapatatan Vegettasi Mangrove Menggunakan Sentinel di Pesisir Timur Provinsi Lampung,” J. Geogr., vol. 19, no. 2, pp. 69–79, 2021, [Online]. Available: https://www.researchgate.net/publication/345774591_JURNAL_GEOGRAFI
N. Simarmata et al., “Analisis Transformasi Indeks NDVI, NDWI dan SAVI untuk Identifikasi Kerapatan Vegetasi Mangrove Menggunakan Citra Sentinel di Pesisir Timur Provinsi Lampung,” J. Geogr., vol. 19, no. 2, pp. 69–79, 2021.
S. Pamungkas, “Analysis Of Vegetation Index For Ndvi, Evi-2, And Savi For Mangrove Forest Density Using Google Earth Engine In Lembar Bay, Lombok Island,” in IOP Conference Series: Earth and Environmental Science, 2023, pp. 1–9. doi: 10.1088/1755-1315/1127/1/012034.
K. B. Webliana, H. Anwar, I. M. L. Aji, D. P. Sari, and N. K. M. Sari, “Analisis Kesesuaian Lahan Ekowisata Mangrove Tanjung Batu , Desa Sekotong Tengah,” J. For. Sci. Avicennia, vol. 6, no. 1, pp. 65–77, 2023, doi: 10.22219/avicennia.v6i1.
Rachmadiarazag, S. A. R. Khadijah, and A. Furqan, “Rekomendasi Pengelolaan Sampah pada Ekowisata Mangrove Wonorejo Surabaya,” Kepariwisataan, vol. 22, no. 1, pp. 51–59, 2023, doi: 10.52352/jpar.v22i1.955.
N. Pratiwi, R. Hadun, and M. Tamrin, “Potensi Pengembangan Ekowisata Hutan Mangrove Desa Gamtala Kecamatan Jailolo Kabupaten Halmahera Barat,” J. For. Isl., vol. 1, no. 1, pp. 1–7, 2023.
N. Setiyoko et al., “Pendampingan Media Promosi Digital Dalam Rangka Peningkatan Perekonomian Masyarakat di Ekowisata Mangrove Medokan Ayu Surabaya,” J. Abadimas Adi Buana, vol. 6, no. 2, pp. 240–247, 2023.
Rachmadiarazaq, “Analisis Struktur Organisasi Antarlembaga pada Destinasi Ekowisata Mangrove Wonorejo Kota Surabaya,” War. Pariwisata, vol. 20, no. 2, pp. 1–5, 2023.
I. Mawardi, A. N. Imran, and M. Djafar, “Strategi Pengembangan Ekowisata Mangrove di Desa Borimasunggu Kecamatan Maros Baru Kabupaten Maros,” J. Eboni, vol. 4, no. 2, pp. 51–56, 2020.
M. Sabir, “Strategi Pengembangan Ekowisata Mangrove Tongke-Tongke di Kabupaten Sinjai,” J. Ind. Pariwisata, vol. 3, no. 1, pp. 53–60, 2020, doi: 10.36441/pariwisata.v3i1.45.
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