A century-long analysis of global warming and earth temperature using a random walk with drift approach

Decision Analytics Journal - Tập 7 - Trang 100237 - 2023
Leon Wang1, Leigh Wang2, Yang Li3, John Wang3
1University of Michigan, United States of America
2Northwestern University, United States of America
3Montclair State University, United States of America

Tài liệu tham khảo

Arrhenius, 1896, On the influence of carbonic acid in the air upon the temperature of the ground, Philos. Mag. J. Sci., 41, 237, 10.1080/14786449608620846 Callendar, 1938, The artificial production of carbon dioxide and its influence on temperature, Q. J. R. Meteorol. Soc., 64, 223, 10.1002/qj.49706427503 NASA, 2023 United Nations, 2023 Tavana, 2008, Fahrenheit 59: An environmental decision support system for benchmarking global warming at Johnson Space Center, Benchmarking: Int. J., 15, 307, 10.1108/14635770810876610 Tavana, 2003, Total quality index: A benchmarking tool for total quality management, Benchmarking: Int. J., 10, 507, 10.1108/14635770310505157 Tavana, 2004, Quest 123: A benchmarking system for technology assessment at NASA, Benchmarking: Int. J., 11, 370, 10.1108/14635770410546773 Abbass, 2022, A review of the global climate change impacts, adaptation, and sustainable mitigation measures, Environ. Sci. Pollut. Res., 29, 42539, 10.1007/s11356-022-19718-6 Kumar, 2023, 3 Woodward, 1993, Global warming and the problem of testing for trend in time series data, J. Clim., 6, 953, 10.1175/1520-0442(1993)006<0953:GWATPO>2.0.CO;2 Easterling, 2009, Is the climate warming or cooling?, Geophys. Res. Lett., 36, 10.1029/2009GL037810 Hansen, 1988, Global surface air temperatures: Update through 1987, Geophys. Res. Lett., 15, 323, 10.1029/GL015i004p00323 Folland, 1990, Observed climatic variations and change, 192 Fomby, 2002, The application of size-robust trend statistics to global-warming temperature series, J. Clim., 15, 117, 10.1175/1520-0442(2002)015<0117:TAOSRT>2.0.CO;2 Tomé, 2004, Piecewise linear fitting and trend changing points of climate parameters, Geophys. Res. Lett., 31, 10.1029/2003GL019100 Seidel, 2004, An assessment of three alternatives to linear trends for characterizing global atmospheric temperature changes, J. Geophys. Res.: Atmos., 109, 10.1029/2003JD004414 Reeves, 2007, A review and comparison of changepoint detection techniques for climate data, J. Appl. Meteorol. Climatol., 46, 900, 10.1175/JAM2493.1 Liebmann, 2010, Influence of choice of time period on global surface temperature trend estimates, Bull. Am. Meteorol. Soc., 91, 1485, 10.1175/2010BAMS3030.1 Cahill, 2015, Change points of global temperature, Environ. Res. Lett., 10, 10.1088/1748-9326/10/8/084002 Mudelsee, 2019, Trend analysis of climate time series: A review of methods, Earth-Sci. Rev., 190, 310, 10.1016/j.earscirev.2018.12.005 Moore, 2022, Getting ahead of climate change for ecological adaptation and resilience, Science, 376, 1421, 10.1126/science.abo3608 Lukyanets, 2022, Industrial emissions effect into atmospheric air quality: Mathematical modeling, Rev. Environ. Health Khraishah, 2022, Climate change and cardiovascular disease: Implications for global health, Nat. Rev. Cardiol., 1 Katsini, 2022, Quantitative methods to predict the effect of climate change on microbial food safety: A needs analysis, Trends Food Sci. Technol., 126, 113, 10.1016/j.tifs.2021.07.041 Cheng, 2022, Improved quantification of the rate of ocean warming, J. Clim., 35, 4827, 10.1175/JCLI-D-21-0895.1 Vitillo, 2022, The role of carbon capture, utilization and storage fo economic pathways that limit global warming to below 1.5°C, IScience, 10.1016/j.isci.2022.104237 Schuur, 2022, Permafrost and climate change: Carbon cycle feedbacks from the warming Arctic, Annu. Rev. Environ. Resour., 47, 343, 10.1146/annurev-environ-012220-011847 Nel, 2022, Climate change and impact on infectious diseases, Wits J. Clin. Med., 4, 129, 10.18772/26180197.2022.v4n3a1 Natur, 2022, The effect of global warming on complex disorders (Mental Disorders, Primary Hypertension, and Type 2 Diabetes), Int. J. Environ. Res. Public Health, 19, 9398, 10.3390/ijerph19159398 Roy, 2022, A systematic review on climate change and geo-environmental factors induced land degradation: Processes, policy-practice gap and its management strategies, Geol. J. Boers, 2022, Theoretical and paleoclimatic evidence for abrupt transitions in the earth system, Environ. Res. Lett., 17, 10.1088/1748-9326/ac8944 Afrifa, 2022, Mathematical and machine learning models for groundwater level changes: A systematic review and bibliographic analysis, Future Internet, 14, 259, 10.3390/fi14090259 You, 2022, Recent frontiers of climate changes in east Asia at global warming of 1.5°C and 2°C, Npj Climate Atmos. Sci., 5 Mansoor, 2022, Elevation in wildfire frequencies with respect to climate change, J. Environ. Manag., 301, 10.1016/j.jenvman.2021.113769 Petcu, 2023, A decade for the mathematics: Bibliometric analysis of mathematical modeling in economics, Ecol. Environ. Math., 11, 365 Holme, 2023, Networks of climate change: Connecting causes and consequences, Appl. Netw. Sci., 8, 10, 10.1007/s41109-023-00536-9 Mack, 2023, Wetland carbon models: Applications for wetland carbon commercialization, Ecol. Model., 476, 10.1016/j.ecolmodel.2022.110228 Wang, 2023, Mechanisms and impacts of earth system tipping elements, Rev. Geophys. Vacek, 2023, European forests under global climate change: Review of tree growth processes, crises and management strategies, J. Environ. Manag., 332, 10.1016/j.jenvman.2023.117353 Ahmed, 2023, 1 Gürel, 2023, A state of art review on estimation of solar radiation with various models, Heliyon, 9 Du, 2023, Multi-scale ocean dynamical processes in the Indo-Pacific convergence zone and their climatic and ecological effects, Earth-Sci. Rev., 216 Ziska, 2022, Plant invasions, rising CO2, and global climate change, 71 Lusiru, 2023, The beneficial opportunities of climate change for enhanced socio-economic development: A review, Int. J. Environ. Clim. Change, 13, 75, 10.9734/ijecc/2023/v13i11628 Encenzo, 2023, A comprehensive analytical framework for evaluating the similarity between organizations’ strategic directions and the United Nations’ sustainable development goals, Decis. Anal. J. Abbasi, 2023, A systematic review of green supply chain network design literature focusing on carbon policy, Decis. Anal. J., 10.1016/j.dajour.2023.100189 Önden, 2023, A spatial analytics decision support system for analyzing the role of sea transport in public transportation, Decis. Anal. J., 6 Berkeley, 2023