Short-Term Climate Prediction over China Mainland: An Attempt Using Machine Learning, Considering Natural and Anthropic Factors
Author
Abstract
Suggested Citation
Download full text from publisher
References listed on IDEAS
- N. H. Saji & B. N. Goswami & P. N. Vinayachandran & T. Yamagata, 1999. "A dipole mode in the tropical Indian Ocean," Nature, Nature, vol. 401(6751), pages 360-363, September.
- Higgins, Nathaniel & Hintermann, Beat & Brown, Molly E., 2015.
"A model of West African millet prices in rural markets,"
Food Policy, Elsevier, vol. 52(C), pages 33-43.
- Molly E. Brown & Nathaniel Higgins & Beat Hintermann, 2009. "A Model of West African Millet Prices in Rural Markets," CEPE Working paper series 09-69, CEPE Center for Energy Policy and Economics, ETH Zurich.
- Brown, Molly & Higgins, Nathaniel & Hintermann, Beat, 2013. "A Model of West African Millet Prices in Rural Markets," 2013 Annual Meeting, August 4-6, 2013, Washington, D.C. 150714, Agricultural and Applied Economics Association.
- Gerrit Hansen & Dáithí Stone, 2016. "Assessing the observed impact of anthropogenic climate change," Nature Climate Change, Nature, vol. 6(5), pages 532-537, May.
- Junqiang Wan & Honghai Zhang & Wenying Lyu & Jinlun Zhou, 2022. "A Novel Combined Model for Short-Term Emission Prediction of Airspace Flights Based on Machine Learning: A Case Study of China," Sustainability, MDPI, vol. 14(7), pages 1-21, March.
- Ariel Ortiz-Bobea & Toby R. Ault & Carlos M. Carrillo & Robert G. Chambers & David B. Lobell, 2021. "Anthropogenic climate change has slowed global agricultural productivity growth," Nature Climate Change, Nature, vol. 11(4), pages 306-312, April.
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.- Wenju Cai & Yi Liu & Xiaopei Lin & Ziguang Li & Ying Zhang & David Newth, 2024. "Nonlinear country-heterogenous impact of the Indian Ocean Dipole on global economies," Nature Communications, Nature, vol. 15(1), pages 1-10, December.
- Weiqing Han & Lei Zhang & Gerald A. Meehl & Shoichiro Kido & Tomoki Tozuka & Yuanlong Li & Michael J. McPhaden & Aixue Hu & Anny Cazenave & Nan Rosenbloom & Gary Strand & B. Jason West & Wen Xing, 2022. "Sea level extremes and compounding marine heatwaves in coastal Indonesia," Nature Communications, Nature, vol. 13(1), pages 1-12, December.
- Zhang, Yang & Zhang, Yan & Gao, Yan & McLaughlin, Neil B. & Huang, Dandan & Wang, Yang & Chen, Xuewen & Zhang, Shixiu & Liang, Aizhen, 2024. "Effects of tillage practices on environment, energy, and economy of maize production in Northeast China," Agricultural Systems, Elsevier, vol. 215(C).
- Nisa Anil & M. R. Ramesh Kumar & R. Sajeev & P. K. Saji, 2016. "Role of distinct flavours of IOD events on Indian summer monsoon," 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. 82(2), pages 1317-1326, June.
- Liu, Yong & Ruiz-Menjivar, Jorge & Zhang, Junbiao, 2022. "Climate adaptation and technical efficiency of rice production in Central China," 2022 Annual Meeting, July 31-August 2, Anaheim, California 322521, Agricultural and Applied Economics Association.
- Stefano Pinardi & Matteo Salis & Gabriele Sartor & Rosa Meo, 2023. "EU−Africa: Digital and Social Questions in a Multicultural Agroecological Transition for the Cocoa Production in Africa," Social Sciences, MDPI, vol. 12(7), pages 1-29, July.
- Akio Kitoh, 2007. "Variability of Indian monsoon-ENSO relationship in a 1000-year MRI-CGCM2.2 simulation," 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. 42(2), pages 261-272, August.
- Iskhaq Iskandar & Deni Okta Lestari & Agus Dwi Saputra & Riza Yuliratno Setiawan & Anindya Wirasatriya & Raden Dwi Susanto & Wijaya Mardiansyah & Muhammad Irfan & Rozirwan & Joga Dharma Setiawan & Kun, 2022. "Extreme Positive Indian Ocean Dipole in 2019 and Its Impact on Indonesia," Sustainability, MDPI, vol. 14(22), pages 1-15, November.
- Yoshiyuki Kurachi & Hajime Morishima & Hiroshi Kawata & Ryo Shibata & Kazuma Bunya & Jin Moteki, 2022. "Challenges for Japan's Economy in the Decarbonization Process," Bank of Japan Research Papers 22-06-09, Bank of Japan.
- Anni Arumsari Fitriany & Piotr J. Flatau & Khoirunurrofik Khoirunurrofik & Nelly Florida Riama, 2021. "Assessment on the Use of Meteorological and Social Media Information for Forest Fire Detection and Prediction in Riau, Indonesia," Sustainability, MDPI, vol. 13(20), pages 1-13, October.
- R. S. Akhila & J. Kuttippurath & R. Rahul & A. Chakraborty, 2022. "Genesis and simultaneous occurrences of the super cyclone Kyarr and extremely severe cyclone Maha in the Arabian Sea in October 2019," 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. 113(2), pages 1133-1150, September.
- Khed, Vijayalaxmi D. & Jat, M. L. & Krishna, Vijesh V., 2022. "Incentives for Experimenting with Sustainable Intensification: Can Direct Payments to Farmers Help Diversify the Cropping Systems in South India?," Indian Journal of Agricultural Economics, Indian Society of Agricultural Economics, vol. 0(Number 3), September.
- Yadav Prasad Joshi & Eun-Hye Kim & Jong-Hun Kim & Ho Kim & Hae-Kwan Cheong, 2016. "Associations between Meteorological Factors and Aseptic Meningitis in Six Metropolitan Provinces of the Republic of Korea," IJERPH, MDPI, vol. 13(12), pages 1-12, November.
- D. Chiru Naik & Sagar Rohidas Chavan & P. Sonali, 2023. "Incorporating the climate oscillations in the computation of meteorological drought over India," 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. 117(3), pages 2617-2646, July.
- Wang, Yuhan & Lewis, David J., 2024. "Wildfires and climate change have lowered the economic value of western U.S. forests by altering risk expectations," Journal of Environmental Economics and Management, Elsevier, vol. 123(C).
- Liu, Jin & Li, Rui & Li, Shuo & Meucci, Alberto & Young, Ian R., 2024. "Increasing wave power due to global climate change and intensification of Antarctic Oscillation," Applied Energy, Elsevier, vol. 358(C).
- Luis Guillermo Becerra-Valbuena, 2021. "Droughts and Agricultural Adaptation to Climate Change," Working Papers halshs-03420657, HAL.
- Khodran Alzahrani & Mubashar Ali & Muhammad Imran Azeem & Bader Alhafi Alotaibi, 2023. "Efficacy of Public Extension and Advisory Services for Sustainable Rice Production," Agriculture, MDPI, vol. 13(5), pages 1-17, May.
- Wencun Zhou & Zhengjia Liu & Sisi Wang, 2023. "Spatiotemporal Dynamics of the Cropland Area and Its Response to Increasing Regional Extreme Weather Events in the Farming-Pastoral Ecotone of Northern China during 1992–2020," Sustainability, MDPI, vol. 15(18), pages 1-28, September.
- Kavya Johny & Maya L. Pai & S. Adarsh, 2022. "Investigating the multiscale teleconnections of Madden–Julian oscillation and monthly rainfall using time-dependent intrinsic cross-correlation," 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. 112(2), pages 1795-1822, June.
More about this item
Keywords
short-term climate; trends prediction; random forest model; natural and anthropic effect;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:15:y:2023:i:10:p:7801-:d:1143373. 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.