Climate Change and Its Effect on Temperature and Precipitation Trends: Case Study in Surabaya Using RegCM5
Abstract
Keywords
Full Text:
PDFReferences
M. Fofana et al., “Urban flash flood and extreme rainfall events trend analysis in Bamako, Mali,” Environmental Challenges, vol. 6, p. 100449, Jan. 2022, doi: 10.1016/J.ENVC.2022.100449.
A. Ahmed et al., “Environmental impact of a series of flash flood events on a hypersaline subtropical system in the Northwestern Arabian Gulf,” Mar Pollut Bull, vol. 175, p. 113394, Feb. 2022, doi: 10.1016/J.MARPOLBUL.2022.113394.
T. V. Ha, J. Huth, F. Bachofer, and C. Kuenzer, “A Review of Earth Observation-Based Drought Studies in Southeast Asia,” Remote Sens (Basel), vol. 14, no. 15, p. 3763, Aug. 2022, doi: 10.3390/rs14153763.
E. Commission et al., Drought in Europe – August 2022 – GDO analytical report. Publications Office of the European Union, 2022. doi: doi/10.2760/264241.
K. P. Tripathy, S. Mukherjee, A. K. Mishra, M. E. Mann, and A. P. Williams, “Climate change will accelerate the high-end risk of compound drought and heatwave events,” Proceedings of the National Academy of Sciences, vol. 120, no. 28, Jul. 2023, doi: 10.1073/pnas.2219825120.
A. Ingham, J. Ma, and A. Ulph, “Climate change, mitigation and adaptation with uncertainty and learning,” Energy Policy, vol. 35, no. 11, pp. 5354–5369, Nov. 2007, doi: 10.1016/j.enpol.2006.01.031.
R. Yousefpour and M. Hanewinkel, “Climate Change and Decision-Making Under Uncertainty,” Current Forestry Reports, vol. 2, no. 2, pp. 143–149, Jun. 2016, doi: 10.1007/s40725-016-0035-y.
J. C. Refsgaard et al., “The role of uncertainty in climate change adaptation strategies—A Danish water management example,” Mitig Adapt Strateg Glob Chang, vol. 18, no. 3, pp. 337–359, Mar. 2013, doi: 10.1007/s11027-012-9366-6.
M. H. I. Dore, “Climate change and changes in global precipitation patterns: What do we know?,” Environ Int, vol. 31, no. 8, pp. 1167–1181, Oct. 2005, doi: 10.1016/j.envint.2005.03.004.
Z. Li, Q. Li, and T. Chen, “Record-breaking High-temperature Outlook for 2023: An Assessment Based on the China Global Merged Temperature (CMST) Dataset,” Adv Atmos Sci, vol. 41, no. 2, pp. 369–376, Feb. 2024, doi: 10.1007/s00376-023-3200-9.
M. Rantanen and A. Laaksonen, “The jump in global temperatures in September 2023 is extremely unlikely due to internal climate variability alone,” NPJ Clim Atmos Sci, vol. 7, no. 1, Dec. 2024, doi: 10.1038/s41612-024-00582-9.
A. B. Santoso, A. Prasetiyo, R. Alfian, Y. Y. Alfana, and Z. F. Zhafiri, “Kota Surabaya Dalam Angka 2023,” Surabaya, 2023.
L. K. Katherina, “Dinamika Pertumbuhan Penduduk dan Kejadian Banjir di Kota: Kasus Surabaya,” Jurnal Kependudukan Indonesia, vol. 12, no. 2, pp. 131–144, Dec. 2017.
M. P. Prawira and A. Pamungkas, “Mitigasi Kawasan Rawan Banjir Rob di Kawasan Pantai Utara Surabaya,” Jurnal Teknik POMITS, vol. 3, no. 2, 2014.
R. Burhani, “Luapan Kali Surabaya Genangi Sejumlah Wilayah,” Antara News, Surabaya, Mar. 26, 2011.
F. A. Maslakah, “Tren Temperatur dan Hujan Ekstrim di Juanda Surabaya Tahun 1981-2013,” Jurnal Meteorologi dan Geofisika, vol. 16, no. 3, 2015.
S. H. Schneider and R. E. Dickinson, “Climate modeling,” Reviews of Geophysics, vol. 12, no. 3, pp. 447–493, Aug. 1974, doi: 10.1029/RG012i003p00447.
G. A. Meehl and W. M. Washington, “A Comparison of Soil-Moisture Sensitivity in Two Global Climate Models,” J Atmos Sci, vol. 45, no. 9, pp. 1476–1492, May 1988, doi: 10.1175/1520-0469(1988)045<1476:ACOSMS>2.0.CO;2.
F. Giorgi, “Simulation of Regional Climate Using a Limited Area Model Nested in a General Circulation Model,” J Clim, vol. 3, no. 9, pp. 941–963, Sep. 1990, doi: 10.1175/1520-0442(1990)003<0941:SORCUA>2.0.CO;2.
F. Giorgi et al., “The Fifth Generation Regional Climate Modeling System, RegCM5: Description and Illustrative Examples at Parameterized Convection and Convection-Permitting Resolutions,” Journal of Geophysical Research: Atmospheres, vol. 128, no. 6, Mar. 2023, doi: 10.1029/2022JD038199.
F. Giorgi and E. Coppola, “Does the model regional bias affect the projected regional climate change? An analysis of global model projections,” Clim Change, vol. 100, no. 3–4, pp. 787–795, Jun. 2010, doi: 10.1007/s10584-010-9864-z.
U. Handoko, A. Faqih, R. Boer, W. Soepri H C A Pusat, P. Limnologi-Lipi, and D. Redaksi, “EVALUASI MODEL IKLIM REGIONAL RegCM3 UNTUK REKONSTRUKSI DATA IKLIM HISTORIS,” 2014.
T. Phan-Van, L. N. Quan, H. Thi, M. Ha, and V. Tan, “On the regional climate simulation over Southeast Asia using RegCM,” 2006. [Online]. Available: http://users.ictp.it/~pubregcm
F. Silué et al., “Assessment of the Sensitivity of the Mean Climate Simulation over West Africa to Planetary Boundary Layer Parameterization Using RegCM5 Regional Climate Model,” Atmosphere (Basel), vol. 15, no. 3, Mar. 2024, doi: 10.3390/atmos15030332.
H. Hersbach et al., “The ERA5 global reanalysis,” Quarterly Journal of the Royal Meteorological Society, vol. 146, no. 730, pp. 1999–2049, Jul. 2020, doi: 10.1002/qj.3803.
A. Gruber, T. Scanlon, R. van der Schalie, W. Wagner, and W. Dorigo, “Evolution of the ESA CCI Soil Moisture climate data records and their underlying merging methodology,” Earth Syst Sci Data, vol. 11, no. 2, pp. 717–739, May 2019, doi: 10.5194/essd-11-717-2019.
X. Li, Q. Li, M. Wild, and P. Jones, “An intensification of surface Earth’s energy imbalance since the late 20th century,” Commun Earth Environ, vol. 5, no. 1, Dec. 2024, doi: 10.1038/s43247-024-01802-z.
G. J. Huffman et al., “NASA global precipitation measurement (GPM) integrated multi-satellite retrievals for GPM (IMERG),” Algorithm theoretical basis document (ATBD), vol. 4, no. 26, 2015.
D. T. Bolvin, D. Braithwaite, K. Hsu, R. Joyce, and P. Xie, “NASA Global Precipitation Measurement (GPM) Integrated Multi-satellitE Retrievals for GPM (IMERG) Prepared for: Global Precipitation Measurement (GPM) National Aeronautics and Space Administration (NASA),” 2014.
J. T. Abatzoglou, S. Z. Dobrowski, S. A. Parks, and K. C. Hegewisch, “TerraClimate, a high-resolution global dataset of monthly climate and climatic water balance from 1958-2015,” Sci Data, vol. 5, Jan. 2018, doi: 10.1038/sdata.2017.191.
S. T. Ngai, F. Tangang, and L. Juneng, “Bias correction of global and regional simulated daily precipitation and surface mean temperature over Southeast Asia using quantile mapping method,” Glob Planet Change, vol. 149, pp. 79–90, Feb. 2017, doi: 10.1016/j.gloplacha.2016.12.009.
J. Hiscott et al., “The global impact of the coronavirus pandemic,” Cytokine Growth Factor Rev, vol. 53, pp. 1–9, Jun. 2020, doi: 10.1016/j.cytogfr.2020.05.010.
D. Koh, “COVID-19 lockdowns throughout the world,” Occup Med (Chic Ill), vol. 70, no. 5, pp. 322–322, Jul. 2020, doi: 10.1093/occmed/kqaa073
.
S. A. Bhat et al., “Impact of COVID-related lockdowns on environmental and climate change scenarios,” Environ Res, vol. 195, Apr. 2021, doi: 10.1016/j.envres.2021.110839.
R. L. Ray, V. P. Singh, S. K. Singh, B. S. Acharya, and Y. He, “What is the impact of COVID-19 pandemic on global carbon emissions?,” Science of The Total Environment, vol. 816, p. 151503, Apr. 2022, doi: 10.1016/j.scitotenv.2021.151503.
J. Herby, L. Jonung, and S. H. Hanke, “Were COVID-19 lockdowns worth it? A meta-analysis,” Public Choice, Nov. 2024, doi: 10.1007/s11127-024-01216-7.
Y. Liu, S. Ma, and R. Mu, “Pandemic experiences and the post-lockdown economic recovery: Evidence from China,” China Economic Review, vol. 84, p. 102125, Apr. 2024, doi: 10.1016/j.chieco.2024.102125.
A. Vorbrugg and J. Bluwstein, “Making sense of (the Russian war in) Ukraine: On the politics of knowledge and expertise,” Polit Geogr, vol. 98, p. 102700, Oct. 2022, doi: 10.1016/j.polgeo.2022.102700.
S. Codish, A. Frenkel, M. Klein, A. Geftler, J. Dreiher, and D. Schwarzfuchs, “October 7th 2023 attacks in Israel: frontline experience of a single tertiary center,” Intensive Care Med, vol. 50, no. 2, pp. 308–310, Feb. 2024, doi: 10.1007/s00134-023-07293-4.
G. Paché, “Israeli-Palestinian conflict: towards a major logistical and environmental crisis?,” Technium Soc. Sci. J., vol. 53, p. 252, 2024.
M. Buheji and K. Al-Muhannadi, “Mitigating Risks of Environmental Impacts on Gaza-Review of Precautions & Solutions post (2023 War),” International Journal of Advanced Research in Engineering and Technology, vol. 14, no. 7, pp. 15–47, 2023.
P. Pereira, F. Bašić, I. Bogunovic, and D. Barcelo, “Russian-Ukrainian war impacts the total environment,” Science of The Total Environment, vol. 837, p. 155865, Sep. 2022, doi: 10.1016/j.scitotenv.2022.155865.
M. Solokha et al., “Russian-Ukrainian war impacts on the environment. Evidence from the field on soil properties and remote sensing,” Science of The Total Environment, vol. 902, p. 166122, Dec. 2023, doi: 10.1016/j.scitotenv.2023.166122.
M. Jovanovic and M. Campbell, “Generative Artificial Intelligence: Trends and Prospects,” Computer (Long Beach Calif), vol. 55, no. 10, pp. 107–112, Oct. 2022, doi: 10.1109/MC.2022.3192720.
J. S. Devagiri, S. Paheding, Q. Niyaz, X. Yang, and S. Smith, “Augmented Reality and Artificial Intelligence in industry: Trends, tools, and future challenges,” Expert Syst Appl, vol. 207, p. 118002, Nov. 2022, doi: 10.1016/j.eswa.2022.118002.
C.-C. Lee, J. Zou, and P.-F. Chen, “The impact of artificial intelligence on the energy consumption of corporations: The role of human capital,” Energy Econ, vol. 143, p. 108231, Mar. 2025, doi: 10.1016/j.eneco.2025.108231.
Q. Guo, Y. Peng, and K. Luo, “The impact of artificial intelligence on energy environmental performance: Empirical evidence from cities in China,” Energy Econ, vol. 141, p. 108136, Jan. 2025, doi: 10.1016/j.eneco.2024.108136.
A. Zhuk, “Artificial Intelligence Impact on the Environment: Hidden Ecological Costs and Ethical-Legal Issues,” Journal of Digital Technologies and Law, vol. 1, no. 4, pp. 932–954, Dec. 2023, doi: 10.21202/jdtl.2023.40.
W. J. Ripple et al., “The 2023 state of the climate report: Entering uncharted territory,” Bioscience, vol. 73, no. 12, pp. 841–850, Dec. 2023, doi: 10.1093/biosci/biad080.
J. André, F. D’Andrea, P. Drobinski, and C. Muller, “Regimes of Precipitation Change Over Europe and the Mediterranean,” Journal of Geophysical Research: Atmospheres, vol. 129, no. 15, Aug. 2024, doi: 10.1029/2023JD040413.
DOI: http://dx.doi.org/10.12962/j24775401.v11i1.22566
Refbacks
- There are currently no refbacks.
View My Stats

International Journal of Computing Science and Applied Mathematics by Pusat Publikasi Ilmiah LPPM, Institut Teknologi Sepuluh Nopember is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Based on a work at https://iptek.its.ac.id/index.php/ijcsam.