Comparative Studies Of Residual Water Level In Manado And Melonguane Coastal Area During Tropical Cyclone In 2021
DOI:
https://doi.org/10.35800/jip.v12i1.53167Keywords:
tropical cyclone, residual water level, UTideAbstract
North Sulawesi Province, directly bordering the Pacific Ocean, is located in an area with the highest level of tropical cyclone (TC) activity in the world. As a result, the province is vulnerable to the impacts caused by cyclones, including storm surges. The increase in water levels due to this event has the potential to cause coastal flooding. Previous studies in Manado have identified that sea level rise can be detected through residual water level (RWL), making studying the characteristics of RWL in North Sulawesi important. This research focuses on Manado and Melonguane, allowing for a comparison of characteristics. The data used includes tropical cyclone data from the China Meteorological Administration (CMA) and tidal data from the Geospatial Information Agency. The Unified Tidal Analysis and Prediction (UTide) method is used to identify RWL. The analysis was carried out by using a t-test to compare data at the two locations. The results showed that RWL at those locations had significant differences with Melonguane having the higher value between them. Generally, the increase in RWL in Melonguane occurs shortly after the cyclone period, while the RWL in Manado maximum increases 86 hours after TC's first occurrence.
Keywords: tropical cyclone; residual water level; UTide.
References
Azani, A. A., & Efendi, U. (2023). Analysis of Sea Surface Dynamics during the Coastal Floods in Manado. Geosfera Indonesia, 8(1), 46–60.
Bowden, K. F. (1983). Physical oceanography of coastal waters. Ellis Horwood Ltd., Chichester England. 1983. 302.
Codiga, D. L. (2011). Unified Tidal Analysis and Prediction Using the UTide Matlab Functions. September, 59. https://doi.org/10.13140/RG.2.1.3761.2008
Foreman, M. G. G., Cherniawsky, J. Y., & Ballantyne, V. A. (2009). Versatile harmonic tidal analysis: Improvements and applications. Journal of Atmospheric and Oceanic Technology, 26(4), 806–817.
Hoeke, R. K., Damlamian, H., Aucan, J., & Wandres, M. (2021). Severe Flooding in the Atoll Nations of Tuvalu and Kiribati Triggered by a Distant Tropical Cyclone Pam . In Frontiers in Marine Science (Vol. 7). https://www.frontiersin.org/articles/10.3389/fmars.2020.539646
Islam, M. T., Kabir, R., & Nisha, M. (2021). Learning SPSS without Pain: A Comprehensive Guide for Data Analysis and Interpretation of Outputs (Issue September). ASA Publications. https://www.researchgate.net/publication/354721759
Koyongian, C. L., Kindangen, P., & Kawung, G. M. V. (2019). Pengaruh Pengeluaran Pemerintah, Investasi, Dan Tenaga Kerja Terhadap Pertumbuhan Ekonomi Di Kota Manado. Jurnal Pembangunan Ekonomi Dan Keuangan Daerah, 18(7).
Kusumawardani, N., Azani, A. A., & Iklima, C. (2021). Impact of Typhoon Surigae on Oceanographic Parameters in Sangihe-Talaud Waters. 1(3), 143–152. https://doi.org/10.51835/iagij.2021.1.3.376
Landau, S., & Everitt, B. S. (2004). A Handbook of Statistical Analyses Using SPSS. In Technometrics (Vol. 43, Issue 4). Chapman & Hall/CRC Press LLC. https://doi.org/10.1198/tech.2001.s59
Lu, X., Yu, H., Ying, M., Zhao, B., Zhang, S., Lin, L., Bai, L., & Wan, R. (2021). Western North Pacific Tropical Cyclone Database Created by the China Meteorological Administration. Advances in Atmospheric Sciences, 38(4), 690–699. https://doi.org/10.1007/s00376-020-0211-7
Murty, P. L. N., Sandhya, K. G., Bhaskaran, P. K., Jose, F., Gayathri, R., Nair, T. M. B., Kumar, T. S., & Shenoi, S. S. C. (2014). A coupled hydrodynamic modeling system for PHAILIN cyclone in the Bay of Bengal. Coastal Engineering, 93, 71–81.
Nicholls, R. J., Lincke, D., Hinkel, J., Brown, S., Vafeidis, A. T., Meyssignac, B., Hanson, S. E., Merkens, J.-L., & Fang, J. (2021). A global analysis of subsidence, relative sea-level change and coastal flood exposure. Nature Climate Change, 11(4), 338–342. https://doi.org/10.1038/s41558-021-00993-z
Ningsih, N. S., Azhari, A., & Al-khan, T. M. (2023). Wave climate characteristics and effects of tropical cyclones on high wave occurrences in Indonesian waters : Strengthening sea transportation safety management. Ocean and Coastal Management, 243(November 2022), 106738. https://doi.org/10.1016/j.ocecoaman.2023.106738
Ningsih, N. S., Hanifah, F., Tanjung, T. S., Yani, L. F., & Azhar, M. A. (2020). The Effect of Tropical Cyclone Nicholas (11–20 February 2008) on Sea Level Anomalies in Indonesian Waters. In Journal of Marine Science and Engineering (Vol. 8, Issue 11). https://doi.org/10.3390/jmse8110948
Ningsih, N. S., Suryo, W., & Anugrah, S. D. (2011). Study on Characteristics of Residual Water Level in Jakarta, Semarang, and Surabaya Waters – Indonesia and Its Relation to Storm Events in November 2007. International Journal of Basic & Applied Sciences IJBAS-IJENS, 11(5), 19–25. http://www.ristek.go.id/index.php?mod=News&conf=v&id=24
Santos, G. D. C. (2021). 2020 tropical cyclones in the Philippines: A review. Tropical Cyclone Research and Review, 10(3), 191–199. https://doi.org/10.1016/J.TCRR.2021.09.003
Schreck, C. J., Knapp, K. R., & Kossin, J. P. (2014). The Impact of Best Track Discrepancies on Global Tropical Cyclone Climatologies using IBTrACS. Monthly Weather Review, 142(10), 3881–3899. https://doi.org/https://doi.org/10.1175/MWR-D-14-00021.1
Tehranirad, B., Herdman, L., Nederhoff, K., Erikson, L., Cifelli, R., Pratt, G., Leon, M., & Barnard, P. (2020). Effect of Fluvial Discharges and Remote Non-Tidal Residuals on Compound Flood Forecasting in San Francisco Bay. In Water (Vol. 12, Issue 9). https://doi.org/10.3390/w12092481
Torres, M. J., & Nadal-caraballo, N. C. (2021). Rapid Tidal Reconstruction with UTide and the ADCIRC Tidal Database Engineer Research and Development Center (Issue August).
Triana, K., & Janottama, S. Z. (2021). THE PROJECTION OF SEA LEVEL RISE IN SOUTHEAST ASIA’S COASTAL CITIES USING SATELLITE ALTIMETRY DATA (1992-2020). PROCEEDINGS OF NATIONAL COLLOQUIUM RESEARCH AND COMMUNITY SERVICE, 5, 14–18.
Wibowo, S. N. E., Mamuaya, G. E., & Djamaluddin, R. (2018). Land subsidence analysis of reclaimed land using time-lapse microgravity anomaly in Manado, Indonesia. Forum Geografi, 32(1), 53–63.
Windupranata, W., Wijaya, D., & Nusantara, C. (2018). Analisis Dampak Siklon Tropis Cempaka dan Dahlia terhadap Tinggi Gelombang Perairan Provinsi Lampung Hingga Bali. Pertemuan Ilmiah Nasional Tahunan XV ISOI 2018, 11–27.
Ying, M., Zhang, W., Yu, H., Lu, X., Feng, J., Fan, Y., Zhu, Y., & Chen, D. (2014). An Overview of the China Meteorological Administration Tropical Cyclone Database. Journal of Atmospheric and Oceanic Technology, 31(2), 287–301. https://doi.org/https://doi.org/10.1175/JTECH-D-12-00119.1
Downloads
Published
How to Cite
License
Copyright (c) 2024 Audia Azizah Azani, Rignolda Djamaluddin, Robert A Bara, Lusia Manu, Heffry Veibert Dien, Indri Shelovita Manembu
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
COPYRIGHT
Authors who publish with this journal agree to the following terms:
Authors hold their copyright and grant this journal the privilege of first publication, with the work simultaneously licensed under a Creative Commons Attribution License that permits others to impart the work with an acknowledgment of the work's origin and initial publication by this journal.
Authors can enter into separate or additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (for example, post it to an institutional repository or publish it in a book), with an acknowledgment of its underlying publication in this journal.
Authors are permitted and encouraged to post their work online (for example, in institutional repositories or on their website) as it can lead to productive exchanges, as well as earlier and greater citation of the published work (See The Effect of Open Access).