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Analysis of Carbon Stock Estimation in Mangroves with Climate Variability in West Java 2019-2023 Shelena Yasmin Nurghea; Arief Darmawan; Willdan Aprizal Arifin
International Journal of Marine Engineering Innovation and Research Vol. 10 No. 1 (2025)
Publisher : Department of Marine Engineering, Institut Teknologi Sepuluh Nopember

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.12962/j25481479.v10i1.4769

Abstract

Mangrove ecosystems are important in carbon sequestration and climate regulation and contribute to climate change mitigation. However, carbon stock estimation is still mostly done manually, which is less efficient. This study utilizes remote sensing to investigate the correlation between mangrove carbon stocks and climate variability in West Java from 2019 to 2023. Mangrove land cover classification was performed using the Random Forest algorithm with NDVI and NDWI indices, while the relationship between carbon stock and climate factors was analyzed using linear regression. The results showed that increased precipitation was associated with higher carbon stocks (R2=0.5514), while carbon stocks had a negative correlation with 2-meter temperature (R2=0.8242) and sea surface temperature (SST) (R2=0.7111). This study enhances our understanding of mangrove-climate interactions and provides valuable insights for developing remote sensing-based climate resilience and coastal ecosystem management policies.
Co-Authors Acep Saepul Zamil Agung Setyo Sasongko Ahmad Beryliumsyah Ikmaludin Ahmad Satibi Ahmad Satibi AKBAR fitransyah, Hikmal Al farizi, Azwin Jahid Aliano, Keiysha Berlianindita Alya Dina Wilujeung Amanda, Salma Trisya Amien Rais Andre Aprinaldo Ani Anisyah Anzani, Luthfi Apriansyah, Muhamad Renaldi Apriansyah, Muhammad Renaldi Arief Darmawan Armelita, Ayang Arsanti, Yulia Asep Sandra Budiman Aulia, Tazkiah Aulia, Tazkiah Kamilah Azhari, Dhea Rahma Budiman, Asep Sandra Cakra Rahardjo cakra rahardjo Darmawan, Arief Daud, Anton Della Ayu Lestari Della Ayu Lestari Dhea Rahma Azhari Dhea Rahma Azhari Fadillah, Annisa Nur Fadzar, Angga Fahriza, Salsabila Putri Fawaz Fawaz Fernaldy Akbar Faudzan Futriansyah Lipalda Haekal Ghossan Firdaus Hajijah, Karimatul Aulia Handyanto, Lukman Hari Din Nugraha Herli Salim Hikmattulloh, M. Bintang Ilsa Margiana Herawati Ishak Ariawan Ita Arianti Jelita, Dinda Kiffah Kayyisah Ahmad Kiran Aulia Putri Kiran Aulia Putri Kukuh Widiyanto Larasati, Wenny Ananda Lubis, Naddra Haddad Lukman Lukman Lukman Lukman Mad Rudi Makhtar, Muhammad Ottmar Mar’ah, Maihuhatul Maulana, Pardip Maulidia, Raisa Maulsyid, Ramzan Pradana Minsaris, La Ode Alam Muhamad Ashari, Mahathir Muhamad Renaldi Apriansyah Muhammad Renaldi Apriansyah Murtianingsih, Dzakiya Fikri Nabila Tufailah Nevin Adel Ramaputra Novi Sofia Fitriasari Nurghea, Shelena Yasmin Nurokhim, Arif Pardip Maulana Raden Mohamad Herdian Bhakti Rahaditya Aryadi, Naufal Rahardjo, Cakra Ramaputra, Nevin Adel Ramdhani, Muhammad Akbar Rudi, Mad Sabilla, Annisa Maulana Sariwardoyo, Awanda Muthia Septiantina, Shinta Shafa Salsabilla Buchori Salsabilla Buchori Shelena Yasmin Nurghea Shinta Septiantina Sihombing, Amalia Rahma Dini Sinurat, Anting B.N Sriyanto, Sesar Prabu Dwi Sutrisno, Rifki Andreana Syamsul Arifin Tarigan, Daniel Julianto Taufiq Ejaz Ahmad Tirtana, Denta Titania Ferodova Shonda Virgianisa, Tania Wenny Ananda Larasati Wilujeung, Alya Dina Yoga Estu Nugraha Nugraha Zamil, Acep Saepul