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Interaksi Antara Atmosfer dan Laut Pemicu Cuaca Ekstrem untuk Meningkatkan Akurasi Prediksi Onset Hujan di Pesisir
Keywords:
Interaksi Atmosfer dan Laut, Cuaca Ekstrem, Benua Maritim Indonesia, Akurasi Prediksi HujanSynopsis
Atmosfer di Benua Maritim Indonesia (BMI) memegang peranan utama bagi dinamika cuaca dan iklim global. Komposisi darat-laut dan topografi di BMI yang kompleks menjadikan cuaca dan iklim di wilayah ini paling sulit diprediksi. Padahal, perbaikan akurasi prediksi cuaca dan iklim di BMI menjadi kunci untuk meningkatkan kinerja model global dalam memprediksi hujan dan kebutuhan mendasar sekaligus aplikatif di tengah krisis iklim global yang semakin memburuk. Buku ilmiah berjudul Interaksi Antara Atmosfer Dan Laut Pemicu Cuaca Ekstrem untuk Meningkatkan Akurasi Prediksi Onset Hujan di Pesisir memaparkan penemuan mendasar mengenai mekanisme cuaca ekstrem dan lokasi-lokasi kunci di perairan sekitar Indonesia yang dapat memicu cuaca ekstrem pada skala lokal-meso-global yang berdampak meluas bahkan katastropik, serta menawarkan solusi strategis bagi perbaikan akurasi prediksi hujan di BMI.
Buku ini diharapkan memberikan kebaruan bagi pembaca tentang prediksi onset hujan ekstrem di wilayah BMI dengan melakukan instalasi model Weather Research and Forecasting (WRF) dan Regional Ocean Modeling System (ROMS) di Laboratorium High Performance Computing (HPC) BRIN. Pengembangan metode tersebut didasarkan pada riset-riset cuaca ekstrem yang dipicu oleh interaksi atmosfer-laut dan menjadi landasan untuk mengembangkan produk inovasi DSS NAKULA yang saat ini dalam tahap uji implementasi untuk wilayah BMI. Pengembangan DSS NAKULA merupakan salah satu solusi kemandirian nasional dalam penguasaan teknologi prediksi cuaca, termasuk untuk meningkatkan kemampuan dalam memproduksi data-data prediksi cuaca skala regional wilayah Indonesia melalui metode downscaling model prediksi cuaca resolusi tinggi secara spasial dan temporal. Kemandirian nasional terhadap data-data prediksi cuaca menjadi permasalahan utama ketergantungan Indonesia terhadap produk prediksi cuaca dari negara-negara maju selama ini.
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References
Avia, L.Q., Yulihastin, E., Izzaturrahim, M.H., Muharsyah, R., Satyawardhana, H., Gammamerdianti, Sofiati, I., & Nurfindarti, E. (2023). Effectiveness of drought risk index in Java, Indonesia, Kuwait Journal of Science, https://doi.org/10.1016/j.kjs.2023.02.031
BMKG.go.id (2020). Analisis Gelombang Laut Ekstrem Terkait Banjir Rob di Pesisir Selatan Bali, https://www.bmkg.go.id/artikel/?p=analisa-gelombang-laut-ekstrem-terkait-banjir-rob-di-pesisir-selatan-bali-tanggal-27-mei-2020&lang=ID, 27 Mei 2020, diakses 8 Desember 2023
BNPB.go.id (2021). Banjir Bandang dan Longsor Melanda Enam Kecamatan di Kabupaten Luwu, Tiga Orang Masih Dalam Pencarian, https://bnpb.go.id/berita/banjir-bandang-dan-longsor-melanda-enam-kecamatan-di-kabupaten-luwu-tiga-orang-masih-dalam-pencarian, 21 Oktober 2021, diakses 8 Desember 2023
Cao, W. C. & Chen, B. (2001). The origins of monsoons, Journal of the Atmospheric Sciences, https://doi.org/10.1175/1520-0469(2001)058<3497:TOOM>2.0.CO;2
Cao, X., Chen, G., & Chen, W. (2013). Tropical cyclogenesis induced by ITCZ breakdown in association with synoptic wave train over the western North Pacific, Atmospheric Sciences Letter, 14, 294-300, https://doi.org/10.1002/asl2.452
Chan, M.Y., Lo, J. C. F., & Orton, T. (2019). The structure of tropical Sumatra squalls, Weather, 74(5), 176–181, https://doi.org/10.1002/wea.3375
Chang, C.-P., Harr, P.A., & Chen, H.J. (2005). Synoptic disturbance over the equatorial South China Sea and western Maritime Continent during boreal winter, Monthly Weather Review, 133, 489–503
Chen, B., Lin, X., & Bacmeister, J.T. (2008). Frequency distribution of daily ITCZ patterns over the western–central Pacific, Journal of Climate, https://doi.org/10.1175/2008JCLI1973.1
Hassim, M.E.E., Lane, T.P., & Grabowski, W.W. (2016). Diurnal cycle of rainfall over New Guinea in convection permitting WRF simulations, Atmospheric Chemistry and Physics, 16(1), 161–175
Hatmaja, R.B., Munthe, C.C., Yulihastin, E., Pramudia, K.E. (2021). Atmospheric response to the southern Java upwelling variability associated with positive Indian Ocean Dipole event, Proceedings of the International Conference on Radioscience, Equatorial Atmospheric Science and Environment and Humanosphere Science, 2021, 25–37, https://doi.org/10.1007/978-981-19-0308-3_3
Hattori, M., Mori, S., & Matsumoto, J. (2011). The cross-equatorial northerly surge over the Maritime Continent and relationship to precipitation patterns, Journal of the Meteorological Society of Japan, 89A, 27–47
Im, E.-S. & Eltahir, E. A. B. (2017). Simulation of the diurnal variation of rainfall over the Western Maritime Continent using a regional climate model, Climate Dynamics, 51, 73–88, https://doi.org/10.1007/s00382-017-3907-3, 2017
IPCC (2023). Climate change 2023 synthesis report summary for policymakers, IPCC
Ismail, M. F. A., Gerhaneu, N.Y., Yulihastin, E., Pramudia, K. E., (2021). Assessment of marine warming in Indonesia: a case study off the coast of West Sumatra, IOP Conference Series: Earth and Environmental Science, 718 (012006), 1–11, https://doi.org/10.1088/1755-1315/718/1/012006
Ismail, M. F. A., Karstensen J., Ribbe J., Arifin T., Chandra H., & Akhwady R., Yulihastin E., Basit A., & Budiman, A. S. (2023a). Seasonal mixed layer temperature and salt balances in the Banda Sea observed by an Argo float, Geoscience Letters, 1–5, https://doi.org/10.1186/s40562-023-00266
Ismail, M.F.A., Budiman, A.S., Basit, A., Yulihastin, E. dkk. (2023b). Warming of the upper ocean in the Indonesian Maritime Continent, Springer Proceedings in Physics, 290, https://doi.org/10.1007/978-981-19-9768-6_45
Istiqomah, F., Yulihastin, E., dkk. (2023). Differences in Propagation Characteristics of Madden Julian Oscillation in the Indonesian Maritime Continent (Case Studies for 2020, 2021, and 2022), Agrometeorology, Accepted on 19 December 2023.
Koseki, S., Koh, T-Y., & Teo, C-K. (2012). Effects of the cold tongue in the South China Sea on the monsoon, diurnal cycle and rainfall in the Maritime Continent, Quarterly Journal of The Royal Meteorology Society, https://doi.org/10.1002/qj.2052
Latos, B., Lefort, T., Flatau, M. K., Flatau, P. J., Permana, D. S., Baranowski, D. B., Paski J. A. I., Makmur E., Sulystyo E., Peyrille P., Feng Z., Matthews A. J., & Schmidt, J. M. (2021). Equatorial waves triggering extreme rainfall and floods in southwest Sulawesi, Indonesia. Monthly Weather Review, 149(5), 1381-1401.
Latos, B., Peyrillé, P., Lefort, T., Baranowski, D. B., Flatau, M. K., Flatau, P. J., Riama, N. F., Permana, D. S., Rydbeck, A. V., & Matthews, A. J. (2023). The role of tropical waves in the genesis of Tropical Cyclone Seroja in the Maritime Continent, Nature Communications,14, https://doi.org/10.1038/s41467-023-36498-w
Li, Y., Gupta, A. S., Taschetto, A. S., Jourdain, N. C., Luca, A. D., Done, D. M. & Luo, J.-J. (2020). Assessing the role of the ocean–atmosphere coupling frequency in the western Maritime Continent rainfall, Climate Dynamics, 54, 4935–4952
Li, Y., Nicolas, C., Jourdain, Andréa, S., Taschetto, Alex, S.G., Daniel, A., Sébastien, M., & Wenju, C. (2017). Resolution dependence of the simulated precipitation and diurnal cycle over the Maritime Continent, Climate Dynamics, DOI 10.1007/s00382-016-3317-y
Lo, J. C. F., & Orton, T. (2016). The general features of tropical Sumatra Squalls, Weather, 71(7), 175–178, https://doi.org/10.1002/wea.2748
Lestari, S., Syamsudin, F., Teguh, A., Pianto, Reni Sulistyowati, Yulihastin, E., dkk. (2023): Comparison of Statistical Properties of Rainfall Extremes Between Megacity Jakarta and New Capital City Nusantara, Springer Proceedings in Physics, 290, https://doi.org/10.1007/978-981-19-9768-6_31
Lubis, S. W., & Respati, M. R. (2020). Impacts of convectively coupled equatorial waves on rainfall extremes in Java, Indonesia, International Journal of Climatology, 1–23, https://doi.org/10.1002/joc.6967
Nguyen, L. T., Molinari, J., & Thomas, D., 2014. Evaluation of tropical cyclone center identification methods in numerical models, Monthly Weather Review, 4326–4339, https://doi.org/10.1175/MWR-D-14-00044.1
Nugroho, D., Yulihastin, E., & Risandi, J., (2022). Ocean surface wave characteristic in the Java Sea based on global reanalysis data, AIP Conference Proceedings, 2663 (1), 060007, 1–8, https://doi.org/10.1063/5.0108085
Nuryanto, D. E., Pawitan, H., Hidayat, R., & Aldrian, E. (2021). Occurrence of the typical mesoscale convective system with a flood-producing storm in the wet season over the Greater Jakarta area, Dynamics of Atmospheres and Oceans, 96, 101246
Ogino, S. Y., Yamanaka, M. D., Mori, S., & Matsumoto, J. (2016). How much is the precipitation amount over the tropical coastal region? Journal of Climate, 29(3), 1231-1236 48.
Perdani, N.N., Taofiqorahman, A, Yulihastin, E., dkk. (2023). Air-Sea interaction over southeast Tropical Indian Ocean (SETIO) during storm intensification episodes in the early dry season period, Springer Proceedings in Physics, 290, https://doi.org/10.1007/978-981-19-9768-6_46
Purwaningsih, A., Trismidianto, Andarini, D.F., Noersomadi, Harjana, T., Satiadi, D., Rahmatia, F., Saufina, E., Harjupa, W., & Yulihastin, E., dkk. (2023): The role of self-organization convective clouds resulting in heavy rainfall over the western part of Java Island on July 15-16, 2022, Springer Proceedings in Physics, 290, https://doi.org/10.1007/978-981-19-9768-6_82
Qian, J.H., (2008). Why precipitation is mostly concentrated over islands in the Maritime Continent, Journal of the Atmospheric Sciences, 65, 1428–1441
Qian, J.H., Robertson, A.W., & Moron, V., (2010). Interactions among ENSO, the monsoon, and diurnal cycle in rainfall variability over Java, Indonesia, Journal of Atmospheric Science, 67, 3509–3524
Ruppert, J. H., & Zhang, F., (2019). Diurnal forcing and phase locking of gravity waves in the Maritime Continent, Journal of Atmospheric Sciences, 76, 2815–2835
Satyawardhana, H., & Yulihastin, E., (2016). Interaksi El-Nino, Monsun dan topografi lokal terhadap anomali curah hujan di pulau Jawa, Buku Ilmiah Pusat Sains dan Teknologi Atmosfer, LAPAN, 59–74
Sinatra, T. G. A. Nugroho, Halimurrahman, N. Cholianawati, A. Indrawati, F. Renggono, E. Yulihastin, dkk. (2023): Extreme precipitation over complex terrain using multiple remote sensing observation: A case study in the Great Bandung, Indonesia, Remote Sensing Applications: Society and Environment, 32, https://doi.org/10.1016/j.rsase.2023.101058.
Sofiati, I., Yulihastin, E., Suaydhi, Putranto, M.F. (2020). Meridional variations of sea surface temperature and wind over southern sea of Java and its surroundings, Journal of Physics and Its Applications, 3(1), 129–135
Trilaksono, N.J., Otsuka, S., Yoden, S., Saito, K., & Hayashi, S. (2011). Dependence of model-simulated heavy rainfall on the horizontal resolution during the Jakarta flood event in January-February 2007, Scientific Online Letter on the Atmosphere, 7, 193–196
Wu, P., Hara, M., Fudeyasu, H., Yamanaka, M.D., & Matsumoto, J. (2007). The impact of trans-equatorial monsoon flow on the formation of repeated torrential rains over Java island, Scientific Online Letter on the Atmosphere, 3, 93–96
Xu, Q., Guan, Z., Jin, D., & Hu, D., (2019). Regional characteristics of interannual variability of summer rainfall in the Maritime Continent and their related anomalous circulation patterns, Journal of Climate, 32, 4179- 4192
Yamanaka, M. D., Ogino, S.-Y., Wu, P.-M. Hamada, J.-I., Mori, S., Matsumoto, J., & Syamsudin, F., (2018). Maritime Continent coastlines controlling earth’s climate, Progress in Earth and Planetary Science, 5, 1–28
Yulihastin, E. (2022a). Role of air-sea interaction in propagation of early morning precipitation over the northern coast of West Java, AIP Conference Proceedings, 2663 (1), 060007, 1–12, https://doi.org/10.1063/5.0108085
Yulihastin, E., Adikusumah, N., & Hermawan, E. (2015). Identifikasi fase aktif MJO di Benua Maritim Indonesia dalam model CCAM, Buku Ilmiah Pusat Sains dan Teknologi Atmosfer, National Institute of Aeronautics and Space (LAPAN), Indonesia, 43–58
Yulihastin, E., Cholianawati, N., & Fathro, I. (2012). Method of delineate of the ITCZ for the ITCZ monitoring system related to early season, Jurnal Teknologi Indonesia, 35 (3): 18–26
Yulihastin, E., & Fathrio, I. (2011a). The ITCZ characteristics based on MTSAT satellite, International Conference of Equatorial Atmospheric Radar, LAPAN-RISH Kyoto, 144–149, ISBN 978-979-1458-528
Yulihastin, E., & Fathrio, I. (2011b). Anomali curah hujan 2010 di Benua Maritim Indonesia berdasarkan satelit TRMM terkait ITCZ, Prosiding Simposium Nasional Inovasi Pembelajaran dan Sains, 352–356, ISBN: 978-602-19655-0-4
Yulihastin, E., & Fathrio, I. (2014). Interaction between CENS-MJO transition phase affect to diurnal anomaly of the rainfall over West Java, the 4th International Symposium for Sustainable Humanosphere, Forum of Humanosphere Science School, 1–20
Yulihastin, E., Fathrio, I., Nugroho, D., Hatmaja, R.B., Suaydhi, Satyawardhana, H., Nauval, F., Sulaiman, A., Bramawanto, R., Pranowo, W.S., Djamaluddin, T., Basit, A., Mujiasih, S., Ismail, M.F.A., & Nuryanto D.E. (2023b). Propagation of tropical squall line induced storm coastal inundation episodes in Java-Bali, Indonesia, Heliyon, 9(9), https://doi.org/10.1016/j.heliyon.2023.e19804
Yulihastin, E., Fathrio, I., & Risyanto. (2011). Seasonal migration of the ITCZ over Maritime Continent based on TRMM satellite, International Conference of Equatorial Atmospheric Radar, 150–158, ISBN 978-979-1458-528
Yulihastin, E., Fathrio, I., Trismidianto, Nauval, F., Saufina, E., Harjupa, W., & Satiadi, D. (2021a). Convective cold pool associated with offshore propagation of convection system over the east coast of southern Sumatra, Indonesia, Advances in Meteorology, 1–12, https://doi.org/10.1155/2021/2047609
Yulihastin, E., Fauziah, I.R., & Hadi, T.W. (2020b). WRF sensitivity to simulate EMP in the diurnal cycle of precipitation over the north coast of West Java, IOP Conference Series: Earth and Environmental Science, 572 (1), 012027, 1–8, https://doi.org/1755-1315/572/1/012027
Yulihastin, E., Hadi, T.W., Abdillah, M.R., Fauziah, I. R., & Ningsih, N.S. (2022b): Propagation of Convective Systems Associated with Early Morning Precipitation and Different Northerly Background Winds over Western Java, Journal of the Meteorological Society of Japan, 100(1), 99–113, https://doi.org/10.2151/jmsj.2022-005
Yulihastin, E., Hadi, T.W., Ningsih, N.S., & Syahputra, M.R. (2020a). Early morning peaks in the diurnal cycle of precipitation over the northern coast of West Java and possible influencing factors, Annales Geophysicae, 38, 231–242, https://doi.org/10.5194/angeo-38-231-2020
Yulihastin, E., Hadi, T.W., & Syahputra, R., (2021c). Mode of wind and sea surface temperature over the South China Sea during rainy season in Indonesia, IOP Conference Series: Earth and Environmental Science, 789 (1) 012003, 1–8, doi:10.1088/1755-1315/789/1/012003
Yulihastin, E., & Kodama, Y.-M. (2010). Contribution of shallow rain to develop local rainfall type over Maritime Continent based on TRMM PR data, Proceeding of the Conference of the Earth and Space Sciences, 1–3, https://doi.org/10.13140/2.1.5093.6004
Yulihastin, E., & Kodama, Y.-M. (2014). Shift of the annual and semi-annual oscillation of the rainfall over Indonesia Maritime Continent, The 4th International Symposium for Sustainable Humanosphere, Forum of Humanosphere Science School, 1–13
Yulihastin, E., Ningsih, N.S., & Hadi, T.W. (2017b). Identification of changing in diurnal pattern of rainfall in case of flooding in Northern Coastal of West Java 2014, Proceeding of International Symposium for Sustainable Humanosphere, 84–91
Yulihastin, E., Ningsih, N.S., & Hadi, T.W. (2019). Diurnal rainfall propagation relate to cold surge-cold tongue interaction over the northern coast of West Java, IOP Conference Series: Earth and Environmental Science, 303, 012007, https://doi.org:10.1088/1755-1315/303/1/012007
Yulihastin, E., Nugroho, G.A., & Trismidianto (2017a). MJO modulation on diurnal rainfall over West Java during pre-monsoon and strong El Niño periods, IOP Conference Series: Earth and Environmental Science, 54, 012029, 1–9, https://doi.org/10.1088/1755-1315/54/1/012029
Yulihastin, E., Nuryanto, D. E., Trismidianto, & Muharsyah, R. (2021b). Improvement of heavy rainfall simulated with SST adjustment associated with mesoscale convective complexes related to severe flash flood in Luwu, Sulawesi, Indonesia, Atmosphere, 1445, 1–16, https://doi.org/10.3390/atmos12111445
Yulihastin, E., Satyawardhana, H., & Ihsan, C.N. (2021e). Simulation of daily variation of precipitation during anomalously-wet dry season event over the western Maritime Continent, IOP Conference Series: Earth and Environmental Science, 893 (1), 012046, 1–9, https://doi.org/10.1088/1755-1315/893/1/012046
Yulihastin, E., Suaydhi, M.F., Putranto, & I. Sofiati (2021d). Oceanic effect on precipitation development in the maritime continent during anomalously wet dry seasons in Java, Indonesia, Indonesia Journal of Geography, 53(3), 1–12, https://doi.org/10.22146/IJG.63543.
Yulihastin, E., Taofiqurohman, A., Fathrio, I. dkk. 2023a. Evolution of double vortices induce tropical cyclogenesis of Seroja over Flores, Indonesia, Natural Hazards, 1–18, https://doi.org/10.1007/s11069-023-05961-8
Yulihastin, E., & Trilaksono, N.J. (2014). Evolution of heavy rainfall in Jakarta flood case 2013 based on COSMO model, International Conference of Eco-Hidrology, 1–10, https://doi.org/10.13140/2.1.3913.9525
Yulihastin, E., & Trismidianto (2011). ITCZ ganda dan pengaruhnya terhadap presipitasi di Benua Maritim Indonesia, Jurnal Ikatan Ahli Teknik Penyehatan dan Lingkungan Indonesia, 2, 325–338
Yulihastin, E., & Trismidianto (2018). Monthly variations of diurnal rainfall in north coast of West Java Indonesia during boreal winter periods, IOP Conference Series: Earth and Environmental Science 149 (1), 012009, 1–10, https://doi.org/:10.1088/1755-1315/149/1/012009
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