Machine Learning-Based Temperature Forecasting for Sustainable Climate Change Adaptation and Mitigation
Author
Abstract
Suggested Citation
Download full text from publisher
References listed on IDEAS
- Mansour Almazroui & M. Islam & P. Jones, 2013. "Urbanization effects on the air temperature rise in Saudi Arabia," Climatic Change, Springer, vol. 120(1), pages 109-122, September.
- Derbyshire, James & Morgan, Jamie, 2022. "Is seeking certainty in climate sensitivity measures counterproductive in the context of climate emergency? The case for scenario planning," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
- Pala, Zeydin, 2023. "Comparative study on monthly natural gas vehicle fuel consumption and industrial consumption using multi-hybrid forecast models," Energy, Elsevier, vol. 263(PC).
- Mininath R. Bendre & Ramchandra R. Manthalkar & Vijaya R. Thool, 2017. "Modeling and predicting weather in agro-climatic scarcity zone using iterative approach," DECISION: Official Journal of the Indian Institute of Management Calcutta, Springer;Indian Institute of Management Calcutta, vol. 44(1), pages 51-67, March.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Muhammad Amir Siddique & Fan Boqing & Liu Dongyun, 2023. "Modeling the Impact and Risk Assessment of Urbanization on Urban Heat Island and Thermal Comfort Level of Beijing City, China (2005–2020)," Sustainability, MDPI, vol. 15(7), pages 1-18, March.
- Waleed Abbas & Islam Hamdi, 2022. "Satellite-Based Discrimination of Urban Dynamics-Induced Local Bias from Day/Night Temperature Trends across the Nile Delta, Egypt: A Basis for Climate Change Impacts Assessment," Sustainability, MDPI, vol. 14(21), pages 1-25, November.
- M. Vani & P. Rama Chandra Prasad, 2020. "Assessment of spatio-temporal changes in land use and land cover, urban sprawl, and land surface temperature in and around Vijayawada city, India," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 22(4), pages 3079-3095, April.
- Zeydin Pala & Fatih Şevgin, 2024. "Statistical modeling for long-term meteorological forecasting: a case study in Van Lake Basin," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 120(15), pages 14101-14116, December.
- Nadeem Ullah & Muhammad Amir Siddique & Mengyue Ding & Sara Grigoryan & Irshad Ahmad Khan & Zhihao Kang & Shangen Tsou & Tianlin Zhang & Yike Hu & Yazhuo Zhang, 2023. "The Impact of Urbanization on Urban Heat Island: Predictive Approach Using Google Earth Engine and CA-Markov Modelling (2005–2050) of Tianjin City, China," IJERPH, MDPI, vol. 20(3), pages 1-15, February.
- Derbyshire, James, 2024. "Integrating modelling-based and stakeholder-focused scenario approaches to close the planning gap and accelerate low-carbon transitions," Ecological Economics, Elsevier, vol. 221(C).
- Jia, Tingwen & Li, Chengjiang & Wang, Honglei & Hu, Yu-jie & Wang, Shiyuan & Xu, Guoteng & Hoang, Anh Tuan, 2024. "Subsidy policy or dual-credit policy? Evolutionary game analysis of green methanol vehicles promotion," Energy, Elsevier, vol. 293(C).
- Michael Burnett & Dongmei Chen, 2021. "The Impact of Seasonality and Land Cover on the Consistency of Relationship between Air Temperature and LST Derived from Landsat 7 and MODIS at a Local Scale: A Case Study in Southern Ontario," Land, MDPI, vol. 10(7), pages 1-14, June.
More about this item
Keywords
sustainability; climate change adaptation; environmental conservation; climate mitigation; artificial neural networks; machine learning;All these keywords.
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:17:y:2025:i:5:p:1812-:d:1596121. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.