IMPACT OF SOLAR RADIATION MODIFICATION ON TEMPERATURE CHANGES FROM SINABUNG ERUPTION IN KARO REGENCY
DOI:
https://doi.org/10.22437/jop.v11i1.47783Keywords:
Sinabung eruption, Solar Radiation Modification, ERA5, Temperature projection, Bias correctionAbstract
This study combines reanalysis of observational data and climate modelling to examine temperature changes due to the eruption of Mount Sinabung and future temperature projections. Observation data were taken from ERA5 to identify local temperature changes following the Sinabung eruption in February 2018, while simulations from the Geoengineering Model Intercomparison Project (GeoMIP) were used to observe temperature responses under the Solar Radiation Modification (SRM) scenario. Temperature projections were conducted for the period 2026 – 2099 using the CESM-WACCM, CNRM-ESM2-1, and MPI-ESM1-2-LR models under the G6Solar, G6Sulfur, SSP2-4.5, and SSP5-8.5 scenarios. The results show that GeoMIP temperatures are lower than ERA5 after bias correction. SRM was found to effectively decrease temperature at the summit of Sinabung and Karo Regency, approaching low emission scenarios (SSP2-4.5), with increases of 1,90℃ and 1,05℃ under G6Solar, and 1,02℃ and 0,96℃ under G6Sulfur. Conversely, in the high emission scenarios (SSP5-8.5), temperatures increased to 2,13℃ and 2,1℃.
Downloads
References
Bani, P., Oppenheimer, C., Tsanev, V., Scaillet, B., Primulyana, S., Saing, U. B., Alfianti, H., & Marlia, M. (2022). Modest volcanic SO2 emissions from the Indonesian archipelago. Nature Communications, 13(1), 3366.
Bluth, G. J. S., Schnetzler, C. C., Krueger, A. J., & Walter, L. S. (1993). The contribution of explosive volcanism to global atmospheric sulphur dioxide concentration. Nature, 366, 327–329.
Camilloni, I., Montroull, N., Gulizia, C., & Saurral, R. I. (2022). La Plata Basin hydroclimate response to solar radiation modification with Stratospheric Aerosol Injection. Frontiers in Climate, 4, 1–11.
Danabasoglu, G. (2019). NCAR CESM2-WACCM model output prepared for CMIP6 GeoMIP G6solar. Earth System Grid Federation.
Deng, Z., Javanroodi, K., Nik, V. M., & Chen, Y. (2023). Using urban building energy modeling to quantify the energy performance of residential buildings under climate change. Building Simulation, 16(9), 1629–1643.
Gudmundsson, L., Bremnes, J. B., Haugen, J. E., & Engen-Skaugen, T. (2012). Technical Note: Downscaling RCM precipitation to the station scale using statistical transformations – A comparison of methods. Hydrology and Earth System Sciences, 16(9), 3383–3390.
Handayani, T., Basunanda, P., Murti, R., & dan Sofiari, E. (2013). Perubahan Morfologi dan Toleransi Tanaman Kentang Terhadap Suhu Tinggi. J. Hort, 23(4), 318–328.
Hanif, M., & Apichontrakul, S. (2023). Vertical Ground Deformation Monitoring of the Sinabung Volcano in 2021-2022 using Sentinel-1 and DInSAR. 12th International Conference on Environmental Engineering, Science and Management.
Hanif, M., Apichontrakul, S., & Razi, P. (2024). Surface deformation monitoring and forecasting of sinabung volcano using interferometry synthetic aperture radar and forest-based algorithm. Remote Sensing Applications: Society and Environment, 36, 1–15.
Hasanah, K., Brotodjojo, R. R. R., & Poerwanto, M. E. (2025). Enhancing government communication for climate change adaptation : a case study of agricultural policies and practices. Interaksi: Jurnal Ilmu Komunikasi, 14(1), 222–239.
Hedelt, P., Efremenko, D. S., Loyola, D. G., Spurr, R., & Clarisse, L. (2019). Sulfur dioxide layer height retrieval from Sentinel-5 Precursor/TROPOMI using FP_ILM. Atmospheric Measurement Techniques, 12, 5503–5517.
IPCC. (2023). IPCC Sixth Assessment Report (Ar6) “Climate Change 2023.” 1–85.
Irvine, P., Emanuel, K., He, J., Horowitz, L. W., Vecchi, G., & Keith, D. (2019). Halving warming with idealized solar geoengineering moderates key climate hazards. Nature Climate Change, 9(4), 295–299.
Jones, A., Haywood, J. M., Jones, A. C., Tilmes, S., Kravitz, B., & Robock, A. (2021). North Atlantic Oscillation response in GeoMIP experiments G6solar and G6sulfur: Why detailed modelling is needed for understanding regional implications of solar radiation management. Atmospheric Chemistry and Physics, 21(2), 1287–1304.
Keith, D. W., & MacMartin, D. G. (2015). A temporary, moderate and responsive scenario for solar geoengineering. Nature Climate Change, 5, 201–206.
Khardekar, P., Bhawar, R. L., Kumar, V., & Chaudhari, H. S. (2025). Future Projections of Clouds and Precipitation Patterns in South Asia: Insights from CMIP6 Multi-Model Ensemble Under SSP5 Scenarios. Climate, 13(2).
Kravitz, B., MacMartin, D. G., Visioni, D., Boucher, O., Cole, J. N. S., Haywood, J., Jones, A., Lurton, T., Nabat, P., Niemeier, U., Robock, A., Séférian, R., & Tilmes, S. (2021). Comparing different generations of idealized solar geoengineering simulations in the Geoengineering Model Intercomparison Project (GeoMIP). Atmospheric Chemistry and Physics, 21(6), 4231–4247.
Kravitz, B., Robock, A., Boucher, O., Schmidt, H., Taylor, K. E., Stenchikov, G., & Schulz, M. (2011). The Geoengineering Model Intercomparison Project (GeoMIP). Atmospheric Science Letters, 12, 162–167.
Kravitz, B., Robock, A., Tilmes, S., Boucher, O., English, J. M., Irvine, P. J., Jones, A., Lawrence, M. G., MacCracken, M., Muri, H., Moore, J. C., Niemeier, U., Phipps, S. J., Sillmann, J., Storelvmo, T., Wang, H., & Watanabe, S. (2015). The Geoengineering Model Intercomparison Project Phase 6 (GeoMIP6): Simulation design and preliminary results. Geoscientific Model Development, 8, 3379–3392.
Kristiansen, N. I., Witham, C. S., & Beckett, F. M. (2024). A modelling approach for quantifying volcanic sulphur dioxide concentrations at flight altitudes and the potential hazard to aircraft occupants. Journal of Applied Volcanology, 13, 1–14.
Kumler, A., Kravitz, B., Draxl, C., Vimmerstedt, L., Benton, B., Lundquist, J. K., Martin, M., Jean, H., Wang, H., Lennard, C., & Tao, L. (2025). Potential effects of climate change and solar radiation modification on renewable energy resources. Renewable and Sustainable Energy Reviews, 207, 1–14.
Kunrat, S., Kern, C., Alfianti, H., & Lerner, A. H. (2022). Forecasting explosions at Sinabung Volcano, Indonesia, based on SO2 emission rates. Frontiers in Earth Science, 10, 1–15.
Lawrence, M. G., Schäfer, S., Muri, H., Scott, V., Oschlies, A., Vaughan, N. E., Boucher, O., Schmidt, H., Haywood, J., & Scheffran, J. (2018). Evaluating climate geoengineering proposals in the context of the Paris Agreement temperature goals. Nature Communications, 9(1), 3734.
MacCracken, M. C. (2009). On the possible use of geoengineering to moderate specific climate change impacts. Environmental Research Letters, 4.
Minville, M., Brissette, F., & Leconte, R. (2008). Uncertainty of the impact of climate change on the hydrology of a nordic watershed. Journal of Hydrology, 358, 70–83.
Narenpitak, P., Kongkulsiri, S., Tomkratoke, S., & Sirisup, S. (2024). Regional impacts of solar radiation modification on surface temperature and precipitation in Mainland Southeast Asia and the adjacent oceans. Scientific Reports, 14(1), 22713.
Niemeier, U., Wieners, K.-H., Giorgetta, M., Jungclaus, J., Reick, C., Esch, M., Bittner, M., Legutke, S., Schupfner, M., Wachsmann, F., Gayler, V., Haak, H., de Vrese, P., Raddatz, T., Mauritsen, T., von Storch, J.-S., Behrens, J., Brovkin, V., Claussen, M., … Roeckner, E. (2019). MPI-M MPI-ESM1.2-LR model output prepared for CMIP6 GeoMIP G6solar. Earth System Grid Federation.
Nogueira, M., & Soares, P. M. M. (2019). A surface modelling approach for attribution and disentanglement of the effects of global warming from urbanization in temperature extremes: Application to Lisbon. Environmental Research Letters, 14, 1–10.
Pepin, N. C., Arnone, E., Gobiet, A., Haslinger, K., Kotlarski, S., Notarnicola, C., Palazzi, E., Seibert, P., Serafin, S., Schöner, W., Terzago, S., Thornton, J. M., Vuille, M., & Adler, C. (2022). Climate Changes and Their Elevational Patterns in the Mountains of the World. Reviews of Geophysics, 60(1).
Piani, C., Haerter, J. O., & Coppola, E. (2010). Statistical bias correction for daily precipitation in regional climate models over Europe. Theoretical and Applied Climatology, 99, 187–192.
Piani, C., Weedon, G. P., Best, M., Gomes, S. M., Viterbo, P., Hagemann, S., & Haerter, J. O. (2010). Statistical bias correction of global simulated daily precipitation and temperature for the application of hydrological models. Journal of Hydrology, 395, 199–215.
Putri, J. K., & Suhadi. (2024). Analisis temperatur ekstrem dan penyebabnya di Indonesia. Journal Online of Physics, 10(1), 27–30.
Robock, A. (2000). Volcanic eruptions and climate. Reviews of Geophysics, 38(2), 191–219.
Salwati, Handoko, & Irsal Las3), dan H. R. (2013). Model Simulasi Perkembangan, Pertumbuhan Dan Neraca Air Tanaman Kentang Pada Dataran Tinggi Di Indonesia. Informatika Pertanian, 22(1), 53.
Seferian, R. (2023). CNRM-CERFACS CNRM-ESM2-1 model output prepared for CMIP6 CMIP. World Data Center for Climate (WDCC) at DKRZ. https://www.wdc-climate.de/ui/entry?acronym=C6_4342685
Silvy, Y., Frölicher, T. L., Terhaar, J., Joos, F., Burger, F. A., Lacroix, F., Allen, M., Bernardello, R., Bopp, L., Brovkin, V., Buzan, J. R., Cadule, P., Dix, M., Dunne, J., Friedlingstein, P., Georgievski, G., Hajima, T., Jenkins, S., Kawamiya, M., … Ziehn, T.
(2024). AERA-MIP: Emission pathways, remaining budgets and carbon cycle dynamics compatible with 1.5 oC and 2 oC global warming stabilization. Earth System Dynamics, 15, 1591–1628.
Staunton-Sykes, J., Aubry, T. J., Shin, Y. M., Weber, J., Marshall, L. R., Luke Abraham, N., Archibald, A., & Schmidt, A. (2021). Co-emission of volcanic sulfur and halogens amplifies volcanic effective radiative forcing. Atmospheric Chemistry and Physics, 21(11), 9009–9029.
Supari, Tangang, F., Juneng, L., & Aldrian, E. (2016). Observed changes in extreme temperature and precipitation over Indonesia. International Journal of Climatology, 37(4), 1979–1997.
Wieners, C. E., Hofbauer, B. P., de Vries, I. E., Honegger, M., Visioni, D., Russchenberg, H. W. J., & Felgenhauer, T. (2023). Solar radiation modification is risky, but so is rejecting it: a call for balanced research. Oxford Open Climate Change, 3(1), 1–4.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2025 Sorja Koesuma, Friska Ayu Sakhina, Rahmat Gernowo

This work is licensed under a Creative Commons Attribution 4.0 International License.





