Vol. 8 No. 2 (2025)
Open Access
Peer Reviewed

EVALUATING SURFACE TEMPERATURE VARIABILITIES AND CLIMATE EXTREMES IN THE DIENG PLATEAU OVER THREE DECADES

Authors

Imma Redha Nugraheni , Rista Hernandi Virgianto , Aries Kristianto , Deni Septiadi , Hapsoro Agung Nugroho , Ita Soegiarto , Fachri Radjab

DOI:

10.29303/ipr.v8i2.493

Downloads

Received: Apr 18, 2025
Accepted: May 27, 2025
Published: May 29, 2025

Abstract

This study examines long-term surface temperature variability and climate extremes in the Dieng Plateau, Central Java, from 1991 to 2022. Despite its tropical location, the region’s unique high-altitude microclimate, with frequent frost events, has raised concerns for local agriculture, particularly potato farming. However, limited observational data has constrained in-depth assessments. To address this, we used bias-corrected ERA5 reanalysis data, calibrated using hourly observations from an Automatic Weather Station (AWS) installed in 2021. The analysis focused on climatological trends and temperature-related extreme indices following the Expert Team on Climate Change Detection and Indices (ETCCDI) framework. Our findings indicate seasonal patterns in diurnal temperatures, with JJA (June–August) exhibiting the greatest variability and the lowest night time temperatures, conditions favorable to frost formation. Among the extreme indices, warmest night temperatures (TNx) increased significantly at a rate of 0.017°C/year (p < 0.01), while coldest night temperatures (TNn) showed a slight but significant decline. The frequency of warm nights (TN90p) rose by 0.242 days/month, while cold nights (TN10p) decreased by 0.161 days/month. Meanwhile, trends for warm days (TX90p), cold days (TX10p), and cold spell duration (CSDI) were statistically insignificant. These results highlight the plateau’s sensitivity to night time warming and the potential risk of climate-driven shifts in frost occurrence. The combination of high-resolution reanalysis data and extreme indices offers valuable insight into microclimate behavior in tropical highlands, with direct implications for frost risk management and climate adaptation strategies in vulnerable agricultural zones.

Keywords:

bias correction, climate extremes, Dieng Plateau, ERA5, frost event, surface temperature

References

K. Abbass, M. Z. Qasim, H. Song, M. Murshed, H. Mahmood, and I. Younis, “A review of the global climate change impacts, adaptation, and sustainable mitigation measures,†Environmental Science and Pollution Research, vol. 29, no. 28, pp. 42539–42559, 2022.

Y. Malhi et al., “Climate change and ecosystems: threats, opportunities and solutions,†Philosophical Transactions of the Royal Society B: Biological Sciences, vol. 375, no. 1794, p. 20190104, Jan. 2020.

S. R. Weiskopf et al., “Climate change effects on biodiversity, ecosystems, ecosystem services, and natural resource management in the United States,†Science of The Total Environment, vol. 733, p. 137782, 2020.

G. Alimonti, L. Mariani, F. Prodi, and R. A. Ricci, “RETRACTED ARTICLE: A critical assessment of extreme events trends in times of global warming,†The European Physical Journal Plus, vol. 137, no. 1, p. 112, 2022.

T. Hasegawa, G. Sakurai, S. Fujimori, K. Takahashi, Y. Hijioka, and T. Masui, “Extreme climate events increase risk of global food insecurity and adaptation needs,†Nat Food, vol. 2, no. 8, pp. 587–595, 2021.

H. Chervenkov and K. Slavov, “ETCCDI Climate Indices for Assessment of the Recent Climate over Southeast Europe,†in Advances in High Performance Computing, I. Dimov and S. Fidanova, Eds., Cham: Springer International Publishing, 2021, pp. 398–412.

A. Faye and A. A. Akinsanola, “Evaluation of extreme precipitation indices over West Africa in CMIP6 models,†Clim Dyn, vol. 58, no. 3, pp. 925–939, 2022.

M. L. Tan, L. Juneng, F. T. Tangang, J. X. Chung, and R. B. Radin Firdaus, “Changes in temperature extremes and their relationship with ENSO in Malaysia from 1985 to 2018,†International Journal of Climatology, vol. 41, no. S1, pp. E2564–E2580, Jan. 2021.

Y. Yu, U. Schneider, S. Yang, A. Becker, and Z. Ren, “Evaluating the GPCC Full Data Daily Analysis Version 2018 through ETCCDI indices and comparison with station observations over mainland of China,†Theor Appl Climatol, vol. 142, no. 3, pp. 835–845, 2020.

K. L. Ebi et al., “Extreme Weather and Climate Change: Population Health and Health System Implications,†Annu Rev Public Health, vol. 42, no. Volume 42, 2021, pp. 293–315, 2021.

A. Shahzad et al., “Nexus on climate change: agriculture and possible solution to cope future climate change stresses,†Environmental Science and Pollution Research, vol. 28, no. 12, pp. 14211–14232, 2021.

K. B. Prasetyo, N. Fatimah, E. L. Amanatin, E. Yuniati, and H. Sembada, “Agricultural Ethnography of Dieng Community: Local Knowledge of Dieng Wetan in Facing the Impact of Bun Upas on Agricultural Plants,†Proceedings of the Proceedings of the 1st International Conference on Environment and Sustainability Issues, ICESI 2019, 18-19 July 2019, Semarang, Central Java, Indonesia, 2019, [Online]. Available: https://api.semanticscholar.org/CorpusID:209520420

C. Griffin, “‘Prosperity beyond belief’: The interaction between a potato crop boom, vulnerability and volcanic hazard in Central Java, Indonesia,†Singap J Trop Geogr, vol. 41, no. 1, pp. 23–39, Jan. 2020.

B. Condori, R. J. Hijmans, J. F. Ledent, and R. Quiroz, “Managing Potato Biodiversity to Cope with Frost Risk in the High Andes: A Modeling Perspective,†PLoS One, vol. 9, no. 1, pp. e81510-, Jan. 2014, [Online]. Available: https://doi.org/10.1371/journal.pone.0081510

B. Pulatov, M.-L. Linderson, K. Hall, and A. M. Jönsson, “Modeling climate change impact on potato crop phenology, and risk of frost damage and heat stress in northern Europe,†Agric For Meteorol, vol. 214–215, pp. 281–292, 2015.

D. He, R. Yang, and J. Cao, “The relationship between interannual variability of winter surface solar radiation over the Southeast Asian low-latitude highlands and the circumglobal teleconnection,†Atmos Res, vol. 287, p. 106694, 2023.

S. Khanal, S. Tiwari, A. F. Lutz, B. V. D. Hurk, and W. W. Immerzeel, “Historical Climate Trends over High Mountain Asia Derived from ERA5 Reanalysis Data,†J Appl Meteorol Climatol, vol. 62, no. 2, pp. 263–288, 2023.

Y. Yang, D. Wen, and J. Cao, “Linkage of the Circumglobal Teleconnection and the Interannual Variability of Early Spring Diabatic Heating over Low-Latitude Highlands in Southeast Asia,†J Clim, vol. 36, no. 10, pp. 3217–3229, 2023.

A. K. Betts, D. Z. Chan, and R. L. Desjardins, “Near-Surface Biases in ERA5 Over the Canadian Prairies,†Front Environ Sci, vol. Volume 7-2019, 2019, [Online]. Available: https://www.frontiersin.org/journals/environmental-science/articles/10.3389/fenvs.2019.00129

H. DeForest Safford, “Brazilian Páramos II. Macro- and mesoclimate of the campos de altitude and affinities with high mountain climates of the tropical Andes and Costa Rica,†J Biogeogr, vol. 26, no. 4, pp. 713–737, 1999.

S. M. Kotikot et al., “Statistical characterization of frost zones: Case of tea freeze damage in the Kenyan highlands,†International Journal of Applied Earth Observation and Geoinformation, vol. 84, p. 101971, 2020.

M. Finckh, J. Wendefeuer, and P. Meller, “Frost-driven lower treelines in Angola and their implications for tropical forest–grassland mosaics,†Journal of Vegetation Science, vol. 32, no. 5, p. e13084, Sep. 2021.

P. Sillitoe, “A Ritual Response to Climatic Perturbations in the Highlands of Papua New Guinea,†Ethnology, vol. 32, no. 2, pp. 169–185, 1993.

“Papua New Guinea: Drought and Frost - Aug 2015,†https://reliefweb.int/disaster/cw-2015-000116-png-0.

E. Widianto, “Fenomena Embun Beku Kembali Melanda Gunung Bromo dan Semeru,†https://www.mongabay.co.id/2024/08/17/fenomena-embun-beku-kembali-melanda-gunung-bromo-dan-semeru/.

D. Irawati, “Suhu Dingin Picu Munculnya Embun Es di Kawasan Bromo,†https://www.kompas.id/baca/nusantara/2024/07/17/suhu-dingin-picu-munculnya-es-di-kawasan-bromo.

A. Pradana, Y. A. Rahmanu, I. Prabaningrum, I. Nurafifa, and D. R. Hizbaron, “Vulnerability assessment to frost disaster in dieng volcanic highland using spatial multi-criteria evaluation,†IOP Conf Ser Earth Environ Sci, vol. 148, p. 012002, Apr. 2018.

Firdaus et al., “Frost injury analysis: Embun Upas phenomenon and mitigation in Dieng plateau Wonosobo,†AIP Conf Proc, vol. 2614, no. 1, p. 050004, Jun. 2023.

E. N. Aini and A. Faqih, “Frost Predictions in Dieng using the Outputs of Subseasonal to Seasonal (S2S) Model,†Agromet, vol. 35, no. 1, pp. 30–38, Apr. 2021.

S. M. U. B. Sinaga and M. Kamal, “Image segmentation for vegetation types extraction using WorldView-2: a case study in parts of Dieng Plateau, Central Java,†in Other Conferences, 2019. [Online]. Available: https://api.semanticscholar.org/CorpusID:209487671

J. Muñoz-Sabater et al., “ERA5-Land: a state-of-the-art global reanalysis dataset for land applications,†Earth Syst Sci Data, vol. 13, no. 9, pp. 4349–4383, 2021.

B. Zeinali, M. Teymouri, S. Asghari, M. Mohammadi, and V. Gupta, “A study of frost occurrence and minimum temperatures in Iran,†Journal of Earth System Science, vol. 128, no. 5, p. 134, 2019.

Xuebin Zhang and Feng Yang, “RClimDex (1.0) User Manual,†Ontario, Sep. 2004.

L. E. Revell et al., “Impacts of Mt~Pinatubo volcanic aerosol on the tropical stratosphere in chemistry–climate model simulations using CCMI and CMIP6 stratospheric aerosol data,†Atmos Chem Phys, vol. 17, no. 21, pp. 13139–13150, 2017.

L. A. Rieger et al., “Quantifying CanESM5 and EAMv1 sensitivities to Mt. Pinatubo volcanic forcing for the CMIP6 historical experiment,†Geosci Model Dev, vol. 13, no. 10, pp. 4831–4843, 2020.

Suaydhi, “On the Mechanism of Anomalously Wet and Cold Weather Over Java in June,†in Proceedings of the International Conference on Radioscience, Equatorial Atmospheric Science and Environment and Humanosphere Science, 2021, E. Yulihastin, P. Abadi, P. Sitompul, and W. Harjupa, Eds., Singapore: Springer Nature Singapore, 2022, pp. 199–209.

J.-I. Hamada, M. D. Yamanaka, J. Matsumoto, S. Fukao, P. A. Winarso, and T. Sribimawati, “Spatial and Temporal Variations of the Rainy Season over Indonesia and their Link to ENSO,†Journal of the Meteorological Society of Japan. Ser. II, vol. 80, no. 2, pp. 285–310, 2002.

F. Cannon, L. M. V Carvalho, C. Jones, and B. Bookhagen, “Multi-annual variations in winter westerly disturbance activity affecting the Himalaya,†Clim Dyn, vol. 44, no. 1, pp. 441–455, 2015.

M. Taye, B. Simane, Y. G. Selsssie, B. Zaitchik, and S. Setegn, “Analysis of the Spatial Variability of Soil Texture in a Tropical Highland: The Case of the Jema Watershed, Northwestern Highlands of Ethiopia,†Int J Environ Res Public Health, vol. 15, no. 9, 2018.

T. Yang, Q. Li, X. Chen, R. Hamdi, P. De Maeyer, and L. Li, “Variation of Snow Mass in a Regional Climate Model Downscaling Simulation Covering the Tianshan Mountains, Central Asia,†Journal of Geophysical Research: Atmospheres, vol. 126, no. 10, p. e2020JD034183, May 2021.

P. Burns and C. Chemel, “Evolution of Cold-Air-Pooling Processes in Complex Terrain,†Boundary Layer Meteorol, vol. 150, no. 3, pp. 423–447, 2014.

C. B. Clements, C. D. Whiteman, and J. D. Horel, “Cold-Air-Pool Structure and Evolution in a Mountain Basin: Peter Sinks, Utah,†Journal of Applied Meteorology, vol. 42, no. 6, pp. 752–768, 2003.

T. Ming, R. de_Richter, W. Liu, and S. Caillol, “Fighting global warming by climate engineering: Is the Earth radiation management and the solar radiation management any option for fighting climate change?,†Renewable and Sustainable Energy Reviews, vol. 31, pp. 792–834, 2014.

F. B. Avila, A. J. Pitman, M. G. Donat, L. V Alexander, and G. Abramowitz, “Climate model simulated changes in temperature extremes due to land cover change,†Journal of Geophysical Research: Atmospheres, vol. 117, no. D4, Feb. 2012.

T. Cowan, S. Undorf, G. C. Hegerl, L. J. Harrington, and F. E. L. Otto, “Present-day greenhouse gases could cause more frequent and longer Dust Bowl heatwaves,†Nat Clim Chang, vol. 10, no. 6, pp. 505–510, 2020.

Z. Xu and Z.-L. Yang, “Relative impacts of increased greenhouse gas concentrations and land cover change on the surface climate in arid and semi-arid regions of China,†Clim Change, vol. 144, no. 3, pp. 491–503, 2017.

M. Dong, N. Chen, X. Zhao, S. Fan, and Z. Chen, “Nighttime radiative cooling in hot and humid climates,†Opt Express, vol. 27, no. 22, pp. 31587–31598, 2019.

M. Zeyghami, D. Y. Goswami, and E. Stefanakos, “A review of clear sky radiative cooling developments and applications in renewable power systems and passive building cooling,†Solar Energy Materials and Solar Cells, vol. 178, pp. 115–128, 2018.

Z. Li, S. Lyu, L. Wen, L. Zhao, Y. Ao, and S. Wang, “Effect of a cold, dry air incursion on atmospheric boundary layer processes over a high-altitude lake in the Tibetan Plateau,†Atmos Res, vol. 185, pp. 32–43, 2017.

ValeÌrie Masson-Delmotte et al., “Global warming of 1.5°C An IPCC Special Report on the impacts of global warming of 1.5°C above pre-industrial levels and related global greenhouse gas emission pathways, in the context of strengthening the global response to the threat of climate change, sustainable development, and efforts to eradicate poverty,†Cambridge, 2022.

M. H. Gross, M. G. Donat, L. V Alexander, and S. C. Sherwood, “Amplified warming of seasonal cold extremes relative to the mean in the Northern Hemisphere extratropics,†Earth System Dynamics, vol. 11, no. 1, pp. 97–111, 2020.

T. Hu and Y. Sun, “Projected changes in extreme warm and cold temperatures in China from 1.5 to 5°C global warming,†International Journal of Climatology, vol. 40, no. 8, pp. 3942–3953, Jun. 2020.

Y. Zhang, Q. Li, Y. Ge, X. Du, and H. Wang, “Growing prevalence of heat over cold extremes with overall milder extremes and multiple successive events,†Commun Earth Environ, vol. 3, no. 1, p. 73, 2022.

K. Guirguis, A. Gershunov, R. Schwartz, and S. Bennett, “Recent warm and cold daily winter temperature extremes in the Northern Hemisphere,†Geophys Res Lett, vol. 38, no. 17, Sep. 2011.

A. Susilowati, L. Y. Oktiningtiyas, and R. Setyaningsih, “Enumeration of ice nucleation active bacteria and severity of frost injury (embun upas) on potato in Wonosobo, Dieng Plateau,†IOP Conf Ser Earth Environ Sci, vol. 185, no. 1, p. 012032, 2018.

B. Esayas, B. Simane, E. Teferi, V. Ongoma, and N. Tefera, “Trends in Extreme Climate Events over Three Agroecological Zones of Southern Ethiopia,†Advances in Meteorology, vol. 2018, no. 1, p. 7354157, Jan. 2018.

M. Rusticucci and N. Zazulie, “Attribution and projections of temperature extreme trends in South America based on CMIP5 models,†Ann N Y Acad Sci, vol. 1504, no. 1, pp. 154–166, Nov. 2021.

D. Singh, “STUDY OF DAILY EXTREME TEMPERATURE INDICES OVER SUTLEJ BASIN, N-W HIMALAYAN REGION, INDIA,†2015. [Online]. Available: https://api.semanticscholar.org/CorpusID:55669638

W. Yan, Y. He, and X. Qu, “Elevation gradient dependence of extreme climate indices on Yunnan Plateau, China,†International Journal of Climatology, vol. 42, no. 12, pp. 6072–6091, Oct. 2022.

K. Jarzyna and A. Krzyżewska, “Cold spell variability in Europe in relation to the degree of climate continentalism in 1981–2018 period,†Weather, vol. 76, no. 4, pp. 122–128, Apr. 2021.

J. Sillmann, V. V Kharin, X. Zhang, F. W. Zwiers, and D. Bronaugh, “Climate extremes indices in the CMIP5 multimodel ensemble: Part 1. Model evaluation in the present climate,†Journal of Geophysical Research: Atmospheres, vol. 118, no. 4, pp. 1716–1733, Feb. 2013.

M. Soltani et al., “Assessment of climate variations in temperature and precipitation extreme events over Iran,†Theor Appl Climatol, vol. 126, no. 3, pp. 775–795, 2016.

Author Biographies

Imma Redha Nugraheni, State College of Meteorology Climatology Geophysics (STMKG), BMKG, Indonesia

Rista Hernandi Virgianto, Department of Earth Sciences, University of Cambridge

Aries Kristianto, Department of Meteorology, State College of Meteorology Climatology and Geophysics (STMKG)

Deni Septiadi, Department of Meteorology, State College of Meteorology Climatology and Geophysics (STMKG)

Hapsoro Agung Nugroho, Research Center for Artificial Intelligence and Data Engineering, Department of Electrical Engineering, Faculty of Engineering, Universitas Indonesia

Ita Soegiarto, Department of Meteorology, State College of Meteorology Climatology and Geophysics (STMKG)

Fachri Radjab, Centre for Climate Change Information, Indonesian Agency for Meteorology, Climatology, and Geophysics (BMKG)

Downloads

Download data is not yet available.

How to Cite

Nugraheni, I. R., Virgianto, R. H. ., Kristianto, A. ., Septiadi, D. ., Nugroho, H. A. ., Soegiarto, I. ., & Radjab, F. . (2025). EVALUATING SURFACE TEMPERATURE VARIABILITIES AND CLIMATE EXTREMES IN THE DIENG PLATEAU OVER THREE DECADES. Indonesian Physical Review, 8(2), 597–615. https://doi.org/10.29303/ipr.v8i2.493

Similar Articles

1 2 3 4 5 6 7 > >> 

You may also start an advanced similarity search for this article.