ENVIRONMENT-RESPONSIVE SMART MATERIALS: SUSTAINABLE INNOVATION BASED ON WEST JAVA CLIMATE DATA FOR FUTURE ENERGY TRANSITION
Keywords:
Smart Material, Environment-responsive, Sustainable, Climate DataAbstract
Climate variability demands materials that adapt to environmental changes rather than simply resist them. This study analyzed environment-responsive smart materials for West Java's tropical climate using satellite data (2021-2024) tracking rainfall, sea surface temperature (SST), and chlorophyll-a. Statistical analysis revealed significant correlations: rainfall-SST (r = -0.41), rainfall-chlorophyll-a (r = 0.49), and SST-chlorophyll-a (r = -0.69), creating predictable environmental states affecting material degradation. Metal-Organic Framework (MOF) materials achieved 99% water harvesting efficiency at 80% relative humidity, typical of wet season conditions. Self-healing polymers performed optimally at 29-31°C, matching regional temperatures and minimizing energy requirements. Weathering analysis showed polymers degraded fastest (7.8% annually) versus aluminum (1.7% annually) under wet-dry cycling. Rainfall-optimized circular economy implementation demonstrated 65% resource efficiency improvement and 55% carbon emission reduction compared to traditional systems, with economic value reaching $60 per unit under optimal conditions. Biological recycling achieved 105% efficiency during wet seasons, while chemical recycling performed better during dry periods, suggesting complementary seasonal strategies. Temporal trends indicated precipitation increases and SST decreases consistent with regional climate projections, though natural variability remained dominant. This integrated framework linking satellite climate data with material performance enables evidence-based selection for tropical applications and provides replicable methodology for other regions facing similar environmental challenges.Downloads
References
Bal, S., & Rani, N. R. A. (2025). Next generation building materials for energy efficiency and climate responsive design. Discover Applied Sciences, 7(8), 796. https://doi.org/10.1007/s42452-025-07360-z
Bhattacharjee, J., & Roy, S. (2024). Smart materials for sustainable energy. Natural Resources Conservation and Research, 7(1), 5536. https://doi.org/10.24294/nrcr.v7i1.5536
Calvin, K., Dasgupta, D., Krinner, G., Mukherji, A., Thorne, P. W., Trisos, C., Romero, J., Aldunce, P., Barrett, K., Blanco, G., Cheung, W. W. L., Connors, S., Denton, F., Diongue-Niang, A., Dodman, D., Garschagen, M., Geden, O., Hayward, B., Jones, C., … Ha, M. (2023). IPCC, 2023: Climate Change 2023: Synthesis Report. Contribution of Working Groups I, II and III to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change [Core Writing Team, H. Lee and J. Romero (eds.)]. IPCC, Geneva, Switzerland. https://doi.org/10.59327/IPCC/AR6-9789291691647
Furukawa, H., Gándara, F., Zhang, Y.-B., Jiang, J., Queen, W. L., Hudson, M. R., & Yaghi, O. M. (2014). Water Adsorption in Porous Metal–Organic Frameworks and Related Materials. Journal of the American Chemical Society, 136(11), 4369–4381. https://doi.org/10.1021/ja500330a
Geissdoerfer, M., Savaget, P., Bocken, N. M. P., & Hultink, E. J. (2017). The Circular Economy – A new sustainability paradigm? Journal of Cleaner Production, 143, 757–768. https://doi.org/10.1016/j.jclepro.2016.12.048
Ghaffar, S. H., Burman, M., & Braimah, N. (2020). Pathways to circular construction: An integrated management of construction and demolition waste for resource recovery. Journal of Cleaner Production, 244, 118710. https://doi.org/10.1016/j.jclepro.2019.118710
Hager, M. D., Greil, P., Leyens, C., van der Zwaag, S., & Schubert, U. S. (2010). Self‐Healing Materials. Advanced Materials, 22(47), 5424–5430. https://doi.org/10.1002/adma.201003036
Hendrawan, V. S. A., Mawandha, H. G., Sakti, A. D., Karlina, Andika, N., Shahid, S., & Jayadi, R. (2024). Future exposure of rainfall and temperature extremes to the most populous island of Indonesia: A projection based on CORDEX simulation. International Journal of Climatology, 44(10), 3529–3547. https://doi.org/10.1002/joc.8537
Heo, Y., Malakooti, M. H., & Sodano, H. A. (2016). Self-healing polymers and composites for extreme environments. Journal of Materials Chemistry A, 4(44), 17403–17411. https://doi.org/10.1039/C6TA06213J
Hidayah, E., Saifurridzal, S., Wiyono, R. U. A., Widiarti, W. Y., & Martini, R. (2024). Performance of GPM-IMERG satellite precipitation for rainfall-runoff modeling in Indonesia. Water Practice & Technology, 19(10), 3909–3928. https://doi.org/10.2166/wpt.2024.240
Huang, Y., Kormakov, S., He, X., Gao, X., Zheng, X., Liu, Y., Sun, J., & Wu, D. (2019). Conductive Polymer Composites from Renewable Resources: An Overview of Preparation, Properties, and Applications. Polymers, 11(2), 187. https://doi.org/10.3390/polym11020187
Kim, H., Yang, S., Rao, S. R., Narayanan, S., Kapustin, E. A., Furukawa, H., Umans, A. S., Yaghi, O. M., & Wang, E. N. (2017). Water harvesting from air with metal-organic frameworks powered by natural sunlight. Science, 356(6336), 430–434. https://doi.org/10.1126/science.aam8743
Kirchherr, J., Reike, D., & Hekkert, M. (2017). Conceptualizing the circular economy: An analysis of 114 definitions. Resources, Conservation and Recycling, 127, 221–232. https://doi.org/10.1016/j.resconrec.2017.09.005
Kurniadi, A., Weller, E., Salmond, J., & Aldrian, E. (2024). Future projections of extreme rainfall events in Indonesia. International Journal of Climatology, 44(1), 160–182. https://doi.org/10.1002/joc.8321
Rappaz, M., Bellet, M., & Deville, M. (2003). Numerical Modeling in Materials Science and Engineering (Vol. 32). Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-642-11821-0
Rattanongphisat, W., & Rordprapat, W. (2014). Strategy for Energy Efficient Buildings in Tropical Climate. Energy Procedia, 52, 10–17. https://doi.org/10.1016/j.egypro.2014.07.049
Supian, A. B. M., Sapuan, S. M., Zuhri, M. Y. M., Zainudin, E. S., & Ya, H. H. (2018). Hybrid reinforced thermoset polymer composite in energy absorption tube application: A review. Defence Technology, 14(4), 291–305. https://doi.org/10.1016/j.dt.2018.04.004
Verma, V. K., & Verma, S. (2024). Applications and potential of advanced materials: An overview. Materials Today: Proceedings. https://doi.org/10.1016/j.matpr.2024.05.004
Zhao, Q., Wang, J., Cui, H., Chen, H., Wang, Y., & Du, X. (2018). Programmed Shape‐Morphing Scaffolds Enabling Facile 3D Endothelialization. Advanced Functional Materials, 28(29). https://doi.org/10.1002/adfm.201801027











