Time-series seagrass percent cover mapping in Gili Lawang Island using PlanetScope imagery

Abeer Firdaus Adiva Hadi; Yusuf Abdul Jabbar; Dhia Fajrani Jiwasejati Budhi; Rizki Nurvitasari; Raufadho Rachman Hakim; Pramaditya Wicaksono; Candra Sari Djati Kartika

doi:10.1117/12.3009612

29 January 2024 Time-series seagrass percent cover mapping in Gili Lawang Island using PlanetScope imagery

Abeer Firdaus Adiva Hadi, Yusuf Abdul Jabbar, Dhia Fajrani Jiwasejati Budhi, Rizki Nurvitasari, Raufadho Rachman Hakim, Pramaditya Wicaksono, Candra Sari Djati Kartika

Author Affiliations +

Proceedings Volume 12977, Eighth Geoinformation Science Symposium 2023: Geoinformation Science for Sustainable Planet; 1297712 (2024) https://doi.org/10.1117/12.3009612
Event: 8th Geoinformation Science Symposium 2023: Geoinformation Science for Sustainable Planet, 2023, Yogyakarta, Indonesia

Abstract

Seagrass, a marine angiosperm, plays a crucial role in providing significant ecosystem services. Due to its highly dynamic nature, seagrass cover can exhibit monthly or seasonal fluctuations. This research aims to investigate the dynamics of seagrass cover changes on Gili Lawang Island, East Lombok Regency throughout the period of 2022-2023, utilizing timeseries PlanetScope images. To develop a model for estimating seagrass cover percentage, we employed a stepwise regression approach that integrated sunglint-corrected Planetscope level 3B bands with field seagrass data. Training and accuracy assessment samples were collected using the photo-quadrate method, spatially distributed across various coastal characteristics of Gili Lawang Island. The obtained time-series seagrass percent cover maps were further analyzed in conjunction with climatic data to discern the underlying patterns governing seagrass cover dynamics. The novelty of this study lies in its potential to serve as a foundation for future research endeavors, such as the analysis of carbon stock dynamics in seagrass fields, and as a basis for establishing seagrass conservation zones in Gili Lawang.

(2024) Published by SPIE. Downloading of the abstract is permitted for personal use only.

Citation Download Citation

Abeer Firdaus Adiva Hadi, Yusuf Abdul Jabbar, Dhia Fajrani Jiwasejati Budhi, Rizki Nurvitasari, Raufadho Rachman Hakim, Pramaditya Wicaksono, and Candra Sari Djati Kartika "Time-series seagrass percent cover mapping in Gili Lawang Island using PlanetScope imagery", Proc. SPIE 12977, Eighth Geoinformation Science Symposium 2023: Geoinformation Science for Sustainable Planet, 1297712 (29 January 2024); https://doi.org/10.1117/12.3009612

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available