DOI: https://doi.org/10.14710/ik.ijms.21.1.37-44

Seagrass Mapping Based on Satellite Image Worldview-2 by Using Depth Invariant Index Method

Bogor Agricultural University, Indonesia

Published: 1 Mar 2015.

Citation Format:
Abstract

Seagrass has an important role in coastal areas, so it’s sustainability need to be maintained. One effort to preserve it is sustainable manner management of segrass based on the spatial data using remote sensing techniques. The aim of this study was to map seagrass ecosystems and to determining the accuracy level from classification results that obtained by the WorldView-2 images. This study was conducted in Karang Bongkok and Kotok Islands in August 2014 and March 2015. The satellite images data used on this study was WorldView-2 satellite images at the acquisition date of October 5, 2013. The method used to conduct image processing data is Depth Invariant Index (DII) using Support Vector Machine (SVM) classification. The result shows that seagrass mapping in Karang Bongkok and Kotok Islands using DII transformation has 19.5112 ha areas with 72% accuracy on Karang Bongkok Island and 2.5704 ha areas with of 83% accuracy on Kotok Island.

Key words: Seagrass mapping, DII, SVM, Karang Bongkok, Kotok Island.

Fulltext View|Download
Funding: Syamsul Bahri Agus, Bogor Agricultural University,Departemen of Marine Science and Technology

Article Metrics:

Article Info
Section: Research Articles
Language : EN
Recent articles
Accumulation of Heavy Metals (Cu and Pb) In Two Consumed Fishes from Musi River Estuary, South Sumatera Organic carbon source and C/N ratio affect inorganic nitrogen profile in the biofloc-based culture media of Pacific white shrimp (Litopenaeus vannamei) Seagrass Mapping Based on Satellite Image Worldview-2 by Using Depth Invariant Index Method More recent articles
Most cited articles
Metode Lepas Dasar dengan Model Cidaun pada Budidaya Eucheuma spinosum (Linnaeus) Agardh Kondisi Terumbu Karang di Perairan Sabang Nanggroe Aceh Darussalam setelah Tsunami Distribution and Community Structure of Coral Reefs In The West Coast Of Sumatra Indonesia Mangrove Ecosystem Management Strategy in Maron Beach Semarang Fauna Echinodermata di Indonoor Wreck, Pulau Kemujan, Kepulauan Karimunjawa More cited articles

Last update:

  1. Opportunities for seagrass research derived from remote sensing: A review of current methods

    Bijeesh Kozhikkodan Veettil, Raymond D. Ward, Mariana Do Amaral Camara Lima, Milica Stankovic, Pham Ngoc Hoai, Ngo Xuan Quang. Ecological Indicators, 117 , 2020. doi: 10.1016/j.ecolind.2020.106560

  2. The utilization of Depth Invariant Index and Principle Component Analysis for mapping seagrass ecosystem of Kotok Island and Karang Bongkok, Indonesia

    Agnestesya Manuputty, Jonson Lumban Gaol, Syamsul Bahri Agus, I Wayan Nurjaya. IOP Conference Series: Earth and Environmental Science, 54 , 2017. doi: 10.1088/1755-1315/54/1/012083

  3. Livelihood and the Environment in Vietnam

    Izuru Saizen, Shinya Funakawa, Yuki Okamoto, Tin Cong Hoang, Binh Huu Ngo, Ni Ngoc Khanh Tran, Hoa Thi Thai Hoang, Thuc Dinh Do, Lam Ho Nguyen, Minh Tuan Vu, Hitoshi Shinjo, Giang Huong Pham, Ryo Sakaguchi, Masataka Kuroda, Hidenori Harada, Shigeo Fujii, Minori Tokito, Jane Singer, Hai Hoang, Huu Ty Pham, Kinh Thi Kieu. Sustainable Development Goals Series, 2024. doi: 10.1007/978-981-97-2289-1_4

  4. Seagrass mapping using high resolution multispectral satellite imagery: A comparison of water column correction models

    A. Mederos-Barrera, J. Marcello, F. Eugenio, E. Hernández. International Journal of Applied Earth Observation and Geoinformation, 113 , 2022. doi: 10.1016/j.jag.2022.102990

  5. Seagrass mapping across the coast of Tanzania

    Blandina Lugendo, January Wegoro, Yohanna Shaghude, Siajali Pamba, Mabula Makemie, Johan Hollander. Ocean & Coastal Management, 253 , 2024. doi: 10.1016/j.ocecoaman.2024.107169

Last update: 2024-11-20 17:57:58

  1. Opportunities for seagrass research derived from remote sensing: A review of current methods

    Bijeesh Kozhikkodan Veettil, Raymond D. Ward, Mariana Do Amaral Camara Lima, Milica Stankovic, Pham Ngoc Hoai, Ngo Xuan Quang. Ecological Indicators, 117 , 2020. doi: 10.1016/j.ecolind.2020.106560

  2. Detection and mapping of seagrass meadows at Ritchie's archipelago using Sentinel 2A satellite imagery

    Bayyana S.. Current Science, 118 (8), 2020. doi: 10.18520/cs/v118/i8/1275-1282

  3. The utilization of Depth Invariant Index and Principle Component Analysis for mapping seagrass ecosystem of Kotok Island and Karang Bongkok, Indonesia

    Agnestesya Manuputty, Jonson Lumban Gaol, Syamsul Bahri Agus, I Wayan Nurjaya. IOP Conference Series: Earth and Environmental Science, 54 , 2017. doi: 10.1088/1755-1315/54/1/012083

  4. Remote sensing models used for mapping and estimation of blue carbon biomass in seagrass-mangrove habitats: A review

    Sani D.. Proceedings - 39th Asian Conference on Remote Sensing: Remote Sensing Enabling Prosperity, ACRS 2018, 1 , 2018.