Abstract
Removal of atmospheric carbon dioxide is being considered a suitable option for reducing the recent global rise in atmospheric temperature. The impact of the removal on some climate parameters—near-surface air temperature (TAS), maximum near-surface air temperature (TASMAX), minimum near-surface air temperature (TASMIN) and surface temperature (TS) over West Africa was assessed in this paper. We used CNRM-ESM1-C1 model simulation output consisting of 1%yr−1 CO2 removal from the atmosphere which was compared with CRU observational dataset. Four climatological periods 1990–2019 (reference period), 2040–2069, 2070–2099 and 2100–2129 were considered, and hence the impacts levels in each of the two West African regions, Sahel and Guinea, were estimated in each period with respect to the reference period. The comparison with CRU demonstrated that CNRM-ESM1-C1 model captured temperature variations within major locations in Mauritania, Mali, Niger, Burkina Faso and Senegal with an indication of an underestimation of temperature at locations above 18° N. The value of each parameter was projected to decrease progressively the periods and much impacts were also projected in the last period for the two regions. Time of retreat to 2 °C reduction target is projected a decade before the year 2100 and will occur earlier with greater impact in the Guinea region than in Sahel region. The root mean square deviation of each ensemble member was found at RMSD < 0.5 with respect to the model ensemble mean per parameter, although RMSD > 0.5 was found with GFDL-ESM4 model for TAS and TS.
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Data availability
The CDRMIP datasets analysed during this study are available on the ESGF (https://esgf-node.llnl.gov/projects/cmip6/) and free to download. The data can be found by searching for the experiment names with some of the data property.
References
Almazroui M, Saeed F, Saeed S et al (2020) Projected Change in Temperature and Precipitation Over Africa from CMIP6. Earth Syst Environ 4:455–475. https://doi.org/10.1007/s41748-020-00161-x
Borchers M, Thrän D, Chi Y, Dahmen N, Dittmeyer R, Dolch T, Dold C, Förster J, Herbst M, Heß D, Kalhori A, Koop-Jakobsen K, Li Z, Mengis N, Reusch TBH, Rhoden I, Sachs T, Schmidt-Hattenberger C, Stevenson A, Thoni T, Wu J, Yeates C (2022) Scoping carbon dioxide removal options for Germany-What is their potential contribution to Net-Zero CO2? Clim, Front. https://doi.org/10.3389/fclim.2022.810343
Chiang PC, Pan SY (2017) CO2 Mineralization and Utilization via Accelerated Carbonation. In: Carbon Dioxide Mineralization and Utilization’, Springer, Singapore https://doi.org/10.1007/978-981-10-3268-4_3.
Clarke L, Jiang K, Akimoto K, Babiker M, Blanford G, Fisher-Vanden K, Hourcade JC, Krey V, Kriegler E, Löschel A, McCollum D, Paltsev S, Rose S, Shukla PR, Tavoni M, Van der Zwaan B, Van Vuuren D (2014) Assessing Transformation Pathways. In: Climate Change 2014: Mitigation of Climate Change. Contribution of Working Group III to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change Cambridge and New York: Cambridge University Press.
CRS (2022) Carbon Capture and Sequestration (CCS) in the United States. https://crsreports.congress.gov, R44902.
Deme AG, Amadou T, HOURDIN F (2017) Chapter 3. Climate projections in West Africa: the obvious and the uncertain In: Rural societies in the face of climatic and environmental changes in West Africa [online]. Marseille: IRD Éditions https://doi.org/10.4000/books.irdeditions.12325
Diallo I, Sylla MB, Giorgi F, Gaye AT, Camara M (2012) Multimodel GCM-RCM ensemble-based projections of temperature and precipitation over West Africa for the early 21st Century. International Journal of Geophysics 2012:972896. https://doi.org/10.1155/2012/972896
Diffenbaugh NS, Giorgi F (2012) Climate change hotspots in the CMIP5 global climate model ensemble. Clim Change 114(3–4):813–822
Eyring V, Bony S, Meehl GA, Senior CA, Stevens B, Stouffer RJ, Taylor KE (2016) Overview of the Coupled Model Intercomparison Project Phase 6 (CMIP6) experimental design and organization. Geosci Model Dev 9:1937–1958. https://doi.org/10.5194/gmd-9-1937-2016
Fitzpatrick RGJ, Parker DJ, Marsham JH et al (2020) How a typical West African day in the future-climate compares with current-climate conditions in a convection-permitting and parameterised convection climate model. Clim Change 163:267–296. https://doi.org/10.1007/s10584-020-02881-5
Flato G, Marotzke J, Abiodun B, Braconnot P, Chou SC, Collins W, Cox P, Driouech F,Emori S, Eyring V, Forest C, Gleckler P, Guilyardi E, Jakob B, Kattsov V, Reason C, Rummukainen M (2013) Evaluation of Climate Models. In: Climate Change 2013: The Physical Science Basis. Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change [Stocker, T.F., D. Qin, G.-K. Plattner, M. Tignor, S.K. Allen, J. Boschung, A. Nauels, Y. Xia, V. Bex and P.M. Midgley (eds.)]. Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA.
Fontaine B, Roucou P, Monerie PA (2011) Changes in the African monsoon region at medium-term time horizon using 12 AR4 coupled models under the A1B emissions scenario. Atmospheric Science Letters 12(1):83–88
Fuss S, Canadell JG, Peters GP, Tavoni M, Andrew RM, Ciais P, Jackson RB, Jones CD, Kraxner F, Nakicenovic N, Le Quere C, Raupach MR, Sharifi A, Smith P, Yamagata Y (2014) Betting on negative emissions’ Nature Clim. Change 4(10):850–853
Griscom BW, Adams J, Ellis P, Houghton RA, Lomax G, Miteva DA, Schlesinger WH, Shoch D, Siikamäki J, Woodbury P, Zganjar C, Blackman A, Campari J, Conant RT, Delgado C, Elias P, Hamsik M, Kiesecker J, Landis E, Polasky S, Potapov P, Putz FE, Sanderman J, Silvius M, Smith P, Wollenberg E, Fargione J (2017) Natural pathways to climate mitigation’ Proceedings of the National Academy of Sciences, USA (in press).
Guigma KH, Todd M, Wang Y (2020) Characteristics and thermodynamics of Sahelian heatwaves analysed using various thermal indices. Clim Dynam 55:3151–3175. https://doi.org/10.1007/s00382-020-05438-5,a,b,c,d
Harris NL, Gibbs DA, Baccini A et al (2021) Global maps of twenty-first century forest carbon fluxes. Nat Clim Chang 11:234–240. https://doi.org/10.1038/s41558-020-00976-6
Harris IC, Jones PD, Osborn T (2020) CRU TS4.04: Climatic Research Unit (CRU) Time-Series (TS) version 4.04 of high-resolution gridded data of month-by-month variation in climate (Jan. 1901- Dec. 2019). Centre for Environmental Data Analysis, date of citation. https://catalogue.ceda.ac.uk/uuid/89e1e34ec3554dc98594a5732622bce9
Hawkins E, Sutton R (2011) Time of emergence of climate signals’, GEOPHYSICAL RESEARCH LETTERS, “in press”, https://doi.org/10.1029/2011GL050087.
IPCC (2021) Climate Change 2021: The physical science basis. Contribution of working group I to the sixth assessment report of the intergovernmental panel on climate change
IPCC (2013) Warming of the climate system is unequivocal, and since the 1950s, many of the observed changes are unprecedented over decades to millennia. The atmosphere and ocean have warmed, the amounts of snow and ice have diminished, sea level has risen, and the concentrations of greenhouse gases have increased
Internal Displacement Monitoring Centre (2020) Global Report on Internal Displacement,” Geneva, 2020. [Online]. Available: https://www.internal-displacement.org/publications/2020-global-report-on-internal-displacement
Keller DP, Lenton A, Littleton EW, Oschlies A, Scott V (2018) Vaughan NE (2018) The Effects of Carbon Dioxide Removal on the Carbon Cycle’. Springer, Current Climate Change Reports 4:250–265. https://doi.org/10.1007/s40641-018-0104-3
Kemper J (2015) Biomass and carbon dioxide capture and storage: a review’. Int J Greenh Gas Control 40:401–430. https://doi.org/10.1016/j.ijggc.2015.06.012
Lackner KS, Wendt CH, Butt DP, Joyce EL, Sharp DH (1995) Carbon dioxide disposal in carbonate minerals’. Energy 11(20):1153–1170
MacDougall AH (2013) Reversing climate warming by artificial atmospheric carbon-dioxide removal: can a Holocene-like climate be restored? Geophys Res Lett 40:5480–5485. https://doi.org/10.1002/2013GL057467
Mariotti L, Coppola E, Sylla MB, Giorgi F, Piani C (2011) Regionalclimate model simulation of projected 21st century climate change over an all-Africa domain: comparison analysis of nested and driving model results. J Geophys Res D: Atmos 116(D15):D15111. https://doi.org/10.1029/2010JD015068
Marshall C (2017) In Switzerland, a giant new machine is sucking carbon directly from the air. Science, E&e News. https://doi.org/10.1126/science.aan6915
McLaren D (2012) A comparative global assessment of potential negative emissions technologies’. Spec Issue Negat Emiss Technol 90:489–500. https://doi.org/10.1016/j.psep.2012.10.005
Meehl GA, Covey C, Delworth T, Latif M, McAvaney B, Mitchell JFB, Stouffer RJ, Taylor KE (2007) The WCRP CMIP3 multimodel dataset: a new era in climatic change research. Bull Am Meteor Soc 88(9):1383–1394
Miranda B, Stefan S, Matthias H, Sean L, Mark GL (2017) Carbon Dioxide Removal’, IASS fAct Sheet 1/2017. Institute for Advanced Sustainability Studies (IASS) Potsdam, October 2017. https://doi.org/10.2312/iass.2017.017.
Monerie PA, Fontaine B, Roucou P (2012) Expected future changes in the African monsoon between 2030 and 2070 using some CMIP3 and CMIP5 models under a medium-low RCP scenario. J Geophys Res D: Atmos 117(16):D16111. https://doi.org/10.1029/2012JD017510
Mora CF, Frazier AG, Longman RJ, Dacks RS, Walton MM, Tong EJ, Sanchez JJ, Kaiser LR, Stender YO, Anderson JM, Ambrosino CM, Fernandez-Silva I, Giuseffi LM, Giambelluca TW (2013) The projected timing of climate departure from recent variability. Nature 502:183–187
Morrill JC, Bales RC, Conklin MH (2001) The relationship between air temperature and stream temperature’, American Geophysical Union. (https://ui.adsabs.harvard.edu/abs/2001AGUSM...H42A09M/abstract).
Ngoungue Langue CG, Lavaysse C, Vrac M, Flamant C (2023) (2023) Heat wave monitoring over West African cities: uncertainties, characterization and recent trends. Nat Hazards Earth Syst Sci 23:1313–1333. https://doi.org/10.5194/nhess-23-1313-2023
Niang I et al (2015) ‘Africa’, Climate change 2014: Impacts, adaptation and vulnerability: Part B: regional aspects: working group II contribution to the fifth assessment report of the intergovernmental panel on climate change 1199–1266 https://doi.org/10.1017/cbo9781107415386.002
Niang, I., O.C. Ruppel, M.A. Abdrabo, A. Essel, C. Lennard, J. Padgham, and P. Urquhart (2014) Africa. In: Climate Change 2014: Impacts, Adaptation, and Vulnerability. Part B: Regional Aspects. Contribution of Working Group II to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change [Barros, V.R., C.B. Field, D.J. Dokken, M.D. Mastrandrea, K.J. Mach, T.E. Bilir, M. Chatterjee, K.L. Ebi, Y.O. Estrada, R.C. Genova, B. Girma, E.S. Kissel, A.N. Levy, S. MacCracken, P.R. Mastrandrea, and L.L.White (eds.)]. Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, pp. 1199–1265.
Patricola CM, Cook KH (2010) Northern African climate at the end of the twenty-first century: an integrated application of regional and global climate models. Clim Dyn 35(1):193–212
Patricola CM, Cook KH (2011) Sub-Saharan Northern African climate at the end of the twenty-first century: forcing factors and climate change processes. Clim Dyn 37(5–6):1165–1188
Renforth P, Henderson G (2017) Assessing ocean alkalinity for carbon sequestration’. Reviews in Geophysics. https://doi.org/10.1002/2016RG000533
Shepard D (2019) Global warming: severe consequences for Africa; United Nations Africa Renewal. https://www.un.org/africarenewal/magazine/december-2018-march-2019/global-warming-severe-consequences-africa
Smith P, Davis SJ, Creutzig F, Fuss S, Minx J, Gabrielle B, Kato E, Jackson RB, Cowie A, Kriegler E, van Vuuren DP, Rogelj J, Ciais P, Milne J, Canadell JG, McCollum D, Peters G, Andrew R, Krey V, Shrestha G, Friedlingstein P, Gasser T, Grübler A, Heidug WK, Jonas M, Jones CD, Kraxner F, Littleton E, Lowe J, Moreira JR, Nakicenovic N, Obersteiner M, Patwardhan A, Rogner M, Rubin E, Sharifi A, Torvanger A, Yamagata Y, Edmonds J, Yongsung C (2016) Biophysical and economic limits to negative CO2 emissions’. Nat Clim Chang 6:42–50. https://doi.org/10.1038/nclimate2870
UNFCCC (2015) Adoption of The Paris Agreement FCCC/CO/2015/L.9/Rev.1 http://unfccc.int/resource/docs/2015/cop21/eng/l09r01.pd.
UNHCR (2023) Representative Concentration Pathways - Climate Risk Profile Sahel region https://www.unhcr.org/my/media/39788
USNAS (2015) Climate Intervention: Carbon Dioxide Removal and Reliable Sequestration’, US National Academy of Sciences, Washington D.C.
van Vuuren DP, Deetman S, van Vliet J, van den Berg M, van Ruijven BJ, Koelbl B (2013) The role of negative CO2 emissions for reaching 2°C—insights from integrated assessment modelling’. Clim Change 118(1):15–27
Vizy EK, Cook KH, Crétat J, Neupane N (2013) Projections of a wetter Sahel in the twenty-first century from global and regional models. J Clim 26(13):4664–4687
Woolf D, Amonette JE, Street-Perrott A, Lehmann J, Joseph S (2010) Sustainable biochar to mitigate global climate change’, Nature Communications 1. Article. https://doi.org/10.1038/ncomms1053
Zedler JB, Kercher S (2005) Wetland resources: status, trends, ecosystem services, and restorability’. Annu Rev Environ Resour 30:39–74
Ziehmann C (2000) Comparison of a single-model EPS with a multimodel ensemble consisting of a few operational models’. Tellus a: Dynamic Meteorology and Oceanography 52(3):280–299. https://doi.org/10.3402/tellusa.v52i3.12266
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We acknowledge the Carbon Dioxide Removal Model Intercomparison Project leaders and steering committee who are responsible for CDRMIP and we thank the climate modeling groups for producing and making their model output available for use in this research.
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Uzoma, E.K., Adeniyi, M.O., Keller, D.P. et al. The impact of carbon dioxide removal on temperature parameters over West Africa. Meteorol Atmos Phys 135, 55 (2023). https://doi.org/10.1007/s00703-023-00992-z
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DOI: https://doi.org/10.1007/s00703-023-00992-z