Analyzing the impact of Jakarta’s reclamation on the distribution of TSS using remote sensing technology

Mutia Kamalia Mukhtar

Abstract


Jakarta Bay is a bay supporting the economy of thousands of nearby fishermen. Therefore, the reclamation in Jakarta Bay raises many environmental, economic, and social problems. During this reclamation, dredging and stockpiling activities increase the turbidity of the waters. This research aims to determine the changes in the distribution of total suspended solids (TSS) after reclamation using Sentinel 2A satellite imagery from 2016 to 2022. This research implemented the previous algorithm to produce the distribution of TSS in Jakarta Bay for attaining TSS values from Sentinel 2A satellite imagery processed by Google Earth Engine with overlay analysis method in a geographic information system. Spatial data were obtained by extracting TSS values using the previous estimation algorithm, namely the Budhiman algorithm, with a correlation coefficient of -0.745 and NMAE of 0.167. Based on the data processing results, it was found that the distribution of TSS from 2016 to 2022 was at a moderate level, which had a relatively significant influence on fisheries, requiring the fishermen to go to the open sea farther from the coast. This shows that reclamation carries no impact on the life of marine biota in Jakarta Bay.


Keywords


Jakarta Bay; reclamation; sentinel 2A; total suspended solids

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References


Akbari, F. R. (2016). Evaluasi pengaruh koreksi atmosferik dalam algoritma untuk perhitungan total suspended solid menggunakan citra satelit landsat 8. Institut Teknologi Sepuluh Nopember.

Bambang, A., Sambodho, K., & Suntoyo, S. (2010). Studi dampak reklamasi di Kawasan Kenjeran dengan penekanan pada pola arus dan transpor sedimen. ITS.

Budhiman, S., Hobma, T. W., & Vekerdy, Z. (2004). Remote sensing for mapping TSM concentration in Mahakam Delta: An analytical approach. 13th OMISAR Workshop on Validation and Application of Satellite Data for Marine Resources Conservation. Bali.

Digital Earth Africa. (2020). Introduction to cloud-free composites. Retrieved from Digital Earth Africa Training website: https://training.digitalearthafrica.org/en/minty-fresh-training/session_3/-01_intro_composites.html

Edyanto, C. H. (2016). Factors affecting reclamation process. Jurnal Sains dan Teknologi Mitigasi Bencana, 11(1), 1–11.

Fanela, M. A. P., Takarina, N. D., & Supriatna. (2019). Distribution of Total Suspended Solids (TSS) and chlorophyll-a in Kendari Bay, Southeast Sulawesi. Journal of Physics: Conference Series, 1217(1), 012150. IOP Publishing. https://doi.org/10.1088/1742-6596/1217/1/012150

Firmansyah, M. J., & Arjanto, D. (2019, October). Awas, ledakan populasi ubur-ubur kembali terjadi di Pantai Ancol.

Gorelick, N., Hancher, M., Dixon, M., Ilyushchenko, S., Thau, D., & Moore, R. (2017). Google Earth Engine: Planetary-scale geospatial analysis for everyone. Remote Sensing of Environment, 202, 18–27.

Hariyanto, T., Krisna, T. C., Khomsin, Pribadi, C. B., & Anwar, N. (2017). Development of total suspended sediment model using landsat-8 OLI and In-situ data at the surabaya coast, East Java, Indonesia. Indonesian Journal of Geography, 49(1), 73–79. https://doi.org/10.22146/ijg.12010

Hidayah, Z., & Apriyanti, A. (2020). Deteksi perubahan garis pantai Teluk Jakarta bagian timur Tahun 2003-2018. Jurnal Kelautan: Indonesian Journal of Marine Science and Technology, 13(2), 143–150. https://doi.org/10.21107/jk.v13i2.7980

Hiwari, H. (2018). Estimasi pemanfaatan lahan perairan sekitar Pulau Batu Nusamanuk di Kabupaten Tasikmalaya sebagai daerah budidaya lobster (Panulirus spp). Seminar Nasional Geomatika, 2, 47–54. https://doi.org/10.24895/sng.2017.2-0.396

Jaelani, L. M., Limehuwey, R., Kurniadin, N., Pamungkas, A., Koenhardono, E. S., & Sulisetyono, A. (2016). Estimation of Total Suspended Sediment and chlorophyll-a concentration from landsat 8-oli: The effect of atmospher and retrieval algorithm. IPTEK The Journal for Technology and Science, 27(1), 16–23. https://doi.org/10.12962/j20882033.v27i1.1217

Jaelani, L. M., Setiawan, F., & Matsushita, B. (2015). Uji akurasi produk reflektan-permukaan landsat menggunakan data in situ di Danau Kasumigaura, Jepang. Pertemuan Ilmiah Tahunan Masyarakat Ahli Penginderaan Jauh Indonesia, (XX), 464–470. https://doi.org/10.13140/RG.2.1.1391.9446

Kamajaya, G. Y., Putra, I. D. N. N., & Putra, N. G. P. (2021). Analisis sebaran Total Suspended Solid (TSS) berdasarkan citra landsat 8 menggunakan tiga algoritma berbeda di perairan Teluk Benoa, Bali. Journal of Marine and Aquatic Sciences, 7(1), 18–24.

Lestari, I. B. (2009). Pendugaan konsentrasi Total Suspended Solid (TSS) dan transparansi perairan Teluk Jakarta dengan citra satelit landsat. Institut Pertanian Bogor.

Liu, S., Lou, S., Kuang, C., Huang, W., Chen, W., Zhang, J., & Zhong, G. (2011). Water quality assessment by pollution-index method in the coastal waters of Hebei Province in western Bohai Sea, China. Marine Pollution Bulletin, 62(10), 2220–2229. https://doi.org/10.1016/j.marpolbul.2011.06.021

Meghanathan, N. (2016). Assortativity analysis of real-world network graphs based on centrality metrics. Computer and Information Science, 9(3), 7–25. https://doi.org/10.5539/cis.v9n3p7

Ministry of Environment. (2004). Keputusan Menteri Negara Lingkungan Hidup Nomor 41 Tahun 2004 tentang Baku Mutu Air Laut. , Pub. L. No. 51/2004, 0 (2004). Indonesia.

Parwati, E., & Purwanto, A. D. (2017). Time series analysis of Total Suspended Solid (TSS) using landsat data in Berau Coastal Area, Indonesia. International Journal of Remote Sensing and Earth Sciences (IJReSES), 14(1), 61–70. https://doi.org/10.30536/j.ijreses.2017.v14.a2676

Parwati, E., Tatik, K., Sri, H., & Fani, D. K. (2006). Pemodelan dinamika spasial pengelolaan lahan pesisir Kabupaten Berau, Kalimantan Timur menggunakan data inderaja. Jakarta: LAPAN.

Permatasari, Y. D., Priyantari, N., & Cahyono, B. E. (2019). Analisis kondisi muara Kali Porong akibat semburan lumpur Sidoarjo menggunakan citra landsat Tahun 2014-2017. Jurnal Geografi Gea, 19(April), 55–66.

Pradana, R. A. (2016). Kontrol populasi ubur-ubur untuk hindari pemadamam listrik.

Puspasari, R., & Turni, S. (2017). Impact analysis of land reclamation to environment and fisheries in Jakarta Bay. Jurnal Kebijakan Perikanan Indonesia, 9(2), 85–94.

Sholihin, M., Perwira, I. Y., & Ernawati, N. M. (2021). Bahan organik terlarut dan parameter yang mempengaruhinya di bagian hilir Tukad Mati, Badung, Bali. Current Trends in Aquatic Science, 4(1), 89–95.

Sudarsono, B., Sukmono, A., & Santoso, A. A. (2018). Analysis of vegetation density effect in Bengawan Solo watershed to the Total Suspended Solid (TSS) in Gajah Mungkur Reservoir. IOP Conference Series: Earth and Environmental Science, 165(1), 012033. https://doi.org/10.1088/1755-1315/165/1/012033

Suntoyo, S., Hidayah, M. I., & Ikhwani, H. (2017). Impact of reclamation development on sedimentation and current pattern in East Coast Surabaya (Pamurbaya). International Journal of Offshore and Coastal Engineeing, 1(2), 79–85. https://doi.org/10.12962/j2580-0914.v1i2.7055

Tio, T. (2018). Walhi: Pulau reklamasi tidak boleh untuk komersial.

UN GEMS/Water Programme. (2008). Water quality for ecosystem and human health. In United Nations Environment Programme Global Environment Monitoring System/Water Programme (Vol. 2). Ontario.

Wibisana, H., Soekotjo, B. M., & Lasminto, U. (2019). Preliminary study of Total Suspended Solid distribution in Coastal Ujung Pangkah Gresik based reflectance value of landsat satellite imagery. Indonesian Journal of Geography, 51(1), 42–48. https://doi.org/10.22146/ijg.38967




DOI: http://dx.doi.org/10.17977/um017v28i22023p134-144

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