Abstract
This study investigates the role of large-scale and local-scale processes associated with heat waves using two reanalysis products, and evaluates the performance of the regional climate model ensemble used in the North America Regional Climate Change Program (NARCCAP) in reproducing these processes. The Continental US is divided into eight different climate divisions to investigate different mechanisms associated with heat waves. At the large scale, heat waves are associated with terrestrial warm air advection to the Northeast, Midwest and Northern Great Plains, and with oceanic warm air advection for the Southeast and Southern Great Plains. Over the western US, reduced maritime cool air advection results in local warming. At the local scale, antecedent precipitation deficits lead to the continuous drying of soil, more net radiative energy is partitioned into sensible heat flux and acts to warm surface air temperature, especially over the Great Plains. NARCCAP-simulated large-scale meteorological patterns and temporal evolution of antecedent local scale terrestrial conditions are shown to be very similar to those of the reanalysis products. Even though extreme temperature is overestimated by the NARCCAP ensemble over the US, different heat wave metrics are realistically represented both in terms of the inter-annual variability and spatial representation. However, NARCCAP overestimates the magnitude of heatwaves over the Northeast, Midwest and Northern Great Plains, partially due to anomalous heat advection through large-scale forcing.
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Abatzoglou JT, Barbero R, Nauslar NJ, Abatzoglou JT, Barbero R, Nauslar NJ (2013) Diagnosing santa ana winds in southern California with synoptic-scale analysis. Weather Forecast 28:704–710. https://doi.org/10.1175/WAF-D-13-00002.1
Cao Y, Fovell RG (2016) Downslope windstorms of San Diego County. Part I: a case study. Mon Weather Rev 144:529–552. https://doi.org/10.1175/MWR-D-15-0147.1
Cassou C, Terray L, Phillips AS, Cassou C, Terray L, Phillips AS (2005) Tropical Atlantic Influence on European heat waves. J Clim. 18:2805–2811. https://doi.org/10.1175/JCLI3506.1
Caya D, Laprise R (1999) A Semi-Implicit Semi-Lagrangian Regional Climate Model: The Canadian RCM. Mon Wea Rev 127:341–362. https://doi.org/10.1175/1520-0493(1999)127<0341:ASISLR>2.0.CO;2
Black E, Blackburn M, Harrison G, Hoskins B, Methven J (2004) Factors contributing to the summer 2003 European heatwave. Weather 59(8):217–223
Chang F-C, Wallace JM (1987) Meteorological conditions during heat waves and droughts in the United States Great plains. Mon Weather Rev 115:1253–1269. https://doi.org/10.1175/1520-0493(1987)115%3C1253:MCDHWA%3E2.0.CO;2
Delworth TL, Manabe S (1988) The influence of potential evaporation on the variabilities of simulated soil wetness and climate. J Clim 1:523–547. https://doi.org/10.1175/1520-0442(1988)001%3C0523:TIOPEO%3E2.0.CO;2
Delworth, T., and S. Manabe, 1989: The influence of soil wetness on near-surface atmospheric variability. J Clim 2:1447–1462. https://doi.org/10.1175/1520-0442(1989)002%3C1447:TIOSWO%3E2.0.CO;2
Diem JE, Stauber CE, Rothenberg R (2017) Heat in the southeastern United States: characteristics, trends, and potential health impact. PLoS One. https://doi.org/10.1371/journal.pone.0177937
Durre I, Wallace JM, Durre I, Wallace JM, Lettenmaier DP (2000) Dependence of extreme daily maximum temperatures on antecedent soil moisture in the contiguous United States during Summer. J Clim 13:2641–2651. https://doi.org/10.1175/1520-0442(2000)013%3C2641:DOEDMT%3E2.0.CO;2
Ferranti L, Viterbo P (2006) The European Summer of 2003: Sensitivity to Soil Water Initial Conditions. J Clim 19:3659–3680. https://doi.org/10.1175/JCLI3810.1
Fischer EM, Seneviratne SI, Luethi D, Schaer C (2007a) Contribution of land-atmosphere coupling to recent European summer heat waves. Geophys Res Lett. https://doi.org/10.1029/2006GL029068
Fischer EM, Seneviratne SI, Vidale PL, Lüthi D, Schär C (2007b) Soil moisture–atmosphere interactions during the 2003 European summer heat wave. J Clim 20:5081–5099. https://doi.org/10.1175/JCLI4288.1
Ford TW, Quiring SM (2014) In situ soil moisture coupled with extreme temperatures: a study based on the Oklahoma Mesonet. Geophys Res Lett 41:4727–4734. https://doi.org/10.1002/2014GL060949
Gelaro R et al (2017) The modern-era retrospective analysis for research and applications, version 2 (MERRA-2). J Clim 30:5419–5454. https://doi.org/10.1175/JCLI-D-16-0758.1
Giorgi F, Marinucci MR, Bates GT, Marinucci MR, Bates GT (1993a) Development of a second-generation regional climate model (RegCM2). Part I: boundary-layer and radiative transfer processes. Mon Weather Rev 121:2794–2813. https://doi.org/10.1175/1520-0493(1993)121%3C2794:DOASGR%3E2.0.CO;2
Giorgi F, Marinucci MR, Bates GT, De Canio G, De Canio G (1993b) Development of a second-generation regional climate model (RegCM2). Part II: convective processes and assimilation of lateral boundary conditions. Mon Weather Rev 121:2814–2832. https://doi.org/10.1175/1520-0493(1993)121%3C2814:DOASGR%3E2.0.CO;2
Grell A, Dudhia J, Stauffer D (1994) A description of the fifth-generation Penn State/NCAR Mesoscale Model (MM5). https://doi.org/10.5065/D60Z716B
Grimm NB, Faeth SH, Golubiewski NE, Redman CL, Wu J, Bai X, Briggs JM (2008) Global change and the ecology of cities. Science 319:756–760. https://doi.org/10.1126/science.1150195
Haines A, Kovats RS, Campbell-Lendrum D, Corvalan C (2006) Climate change and human health: impacts, vulnerability and public health. Public Health 120:585–596. https://doi.org/10.1016/j.puhe.2006.01.002
Hauser M, Orth R, Seneviratne SI (2016) Role of soil moisture versus recent climate change for the 2010 heat wave in western Russia. Geophys Res Lett 43:2819–2826. https://doi.org/10.1002/2016GL068036
Jones R, Hassell D, Hudson D, Wilson S, Jenkins G, Mitchell J (2003) Generating high resolution climate change scenarios using PRECIS. Met Office Hadley Centre, London
Juang HH, Hong S, Kanamitsu M (1997) The NCEP Regional Spectral Model: An Update. Bull Amer Meteor Soc 78:2125–2144. https://doi.org/10.1175/1520-0477(1997)078<2125:TNRSMA>2.0.CO;2
Karl TR (1986) Relationships between some moisture parameters and subsequent seasonal and monthly mean temperature in the United States. Programme on Long-Range Forecast Res Rep Ser (6):661–670
Katsafados P, Papadopoulos A, Varlas G, Papadopoulou E, Mavromatidis E (2014) Seasonal predictability of the 2010 Russian heat wave. Nat Hazards Earth Syst Sci 14:1531–1542. https://doi.org/10.5194/nhess-14-1531-2014
Koster RD et al (2004) Regions of strong coupling between soil moisture and precipitation. Science 305:1138–1140. https://doi.org/10.1126/science.1100217
Kunkel KE, Pielke RA, Sr, Changnon SA (1999) Temporal fluctuations in weather and climate extremes that cause economic and human health impacts: a review. Bull Am Meteorol Soc 80:1077–1098
Lau N-C, Nath MJ (2012) A model study of heat waves over North America: meteorological aspects and projections for the twenty-first century. J Clim 25:4761–4784. https://doi.org/10.1175/JCLI-D-11-00575.1
Lau N-C, Nath MJ (2014) Model simulation and projection of European heat waves in present-day and future climates. J Clim 27:3713–3730. https://doi.org/10.1175/JCLI-D-13-00284.1
Loikith PC et al (2015a) Surface temperature probability distributions in the NARCCAP Hindcast experiment: evaluation methodology, metrics, and results. J Clim 28:978–997. https://doi.org/10.1175/JCLI-D-13-00457.1
Loikith PC, Waliser DE, Lee H, Neelin JD, Lintner BR, McGinnis S, Mearns LO, Kim J (2015b) Evaluation of large-scale meteorological patterns associated with temperature extremes in the NARCCAP regional climate model simulations. Clim Dyn 45:3257–3274. https://doi.org/10.1007/s00382-015-2537-x
Lorenz R, Jaeger EB, Seneviratne SI (2010) Persistence of heat waves and its link to soil moisture memory. Geophys Res Lett. https://doi.org/10.1029/2010GL042764
McKinnon KA, Rhines A, Tingley MP, Huybers P (2016) Long-lead predictions of eastern United States hot days from Pacific sea surface temperatures. Nat Geosci 9:389–394. https://doi.org/10.1038/ngeo2687
Mearns LO et al (2012) The North American regional climate change assessment program: overview of phase I results. Bull Am Meteorol Soc 93:1337–1362. https://doi.org/10.1175/BAMS-D-11-00223.1
Mearns LO et al (2013) Climate change projections of the North American regional climate change assessment program (NARCCAP). Clim Change 120:965–975. https://doi.org/10.1007/s10584-013-0831-3
Meehl GA, Tebaldi C (2004) More intense, more frequent, and longer lasting heat waves in the 21st century. Science 305:994–997. https://doi.org/10.1126/science.1098704
Melillo JM, Richmond T, Yohe GW (2014) Climate change impacts in the United States. Third National Climate Assessment
Mesinger F et al (2006) North American regional reanalysis. Bull Am Meteorol Soc 87:343–360. https://doi.org/10.1175/BAMS-87-3-343
Miralles DG, Teuling AJ, van Heerwaarden CC, de Arellano JV-G (2014) Mega-heatwave temperatures due to combined soil desiccation and atmospheric heat accumulation. Nat Geosci 7:345–349. https://doi.org/10.1038/ngeo2141
Mitchell TD, Jones PD (2005) An improved method of constructing a database of monthly climate observations and associated high-resolution grids. Int J Climatol 25:693–712. https://doi.org/10.1002/joc.1181
Mueller B, Seneviratne SI (2012) Hot days induced by precipitation deficits at the global scale. Proc Natl Acad Sci USA 109:12398–12403. https://doi.org/10.1073/pnas.1204330109
Namias, J., 1982: Anatomy of Great Plains protracted heat waves (especially the 1980 United-States summer drought). Mon Weather Rev 110:824–838. https://doi.org/10.1175/1520-0493(1982)110%3C0824:AOGPPH%3E2.0.CO;2.
Orth R (2013) Persistence of soil moisture-controls, associated predictability and implications for land surface climate. ETH, Zurich
Pal JS et al (2007) Regional climate modeling for the developing world—the ICTP RegCM3 and RegCNET. Bull Am Meteorol Soc 88:1395–1395+. https://doi.org/10.1175/BAMS-88-9-1395
Perkins SE, Alexander LV (2013) On the measurement of heat waves. J Clim 26(13):4500–4517
Rangwala I, Barsugli J, Cozzetto K, Neff J, Prairie J (2012) Mid-21st century projections in temperature extremes in the southern Colorado Rocky Mountains from regional climate models. Clim Dyn 39:1823–1840. https://doi.org/10.1007/s00382-011-1282-z
Ross T, Lott N (2003) A climatology of 1980-2003 extreme weather and climate events. US Department of commerece, National ocanic and atmospheric administration, National environmental satellite data and information service, National climatic data center, pp 1–15
Schär C, Vidale PL, Lüthi D, Frei C, Haberli C, Liniger MA, Appenzeller C (2004) The role of increasing temperature variability in European summer heatwaves. Nature 427:332–336. https://doi.org/10.1038/nature02300
Semenza JC, Rubin CH, Falter KH, Selanikio JD, Flanders WD, Howe HL, Wilhelm JL (2009) Heat-related deaths during the July 1995 heat wave in Chicago. N Engl J Med 335:84–90. https://doi.org/10.1056/NEJM199607113350203
Seneviratne S, I. D, Lüthi M, Litschi, Schär C (2006) Land-atmosphere coupling and climate change in Europe. Nature 443:205–209. https://doi.org/10.1038/nature05095
Seneviratne SI, Corti T, Davin EL, Hirschi M, Jaeger EB, Lehner I, Orlowsky B, Teuling AJ (2010) Investigating soil moisture–climate interactions in a changing climate: a review. Earth Sci Rev 99:125–161. https://doi.org/10.1016/j.earscirev.2010.02.004
Seneviratne SI et al (2012) Changes in climate extremes and their impacts on the natural physical environment. In: Managing the risks of extreme events and disasters to advance climate change adaptation. A special report of working groups I and II of the intergovernmental panel on climate change (IPCC), pp 109–230
Steinweg C, Gutowski WJJ (2015) Projected changes in greater St. Louis summer heat stress in NARCCAP simulations. Weather Clim Soc 7:159–168. https://doi.org/10.1175/WCAS-D-14-00041.1
Vanos JK, Hebbern C, Cakmak S (2014) Risk assessment for cardiovascular and respiratory mortality due to air pollution and synoptic meteorology in 10 Canadian cities. Environ Pollut 185:322–332
Vautard R et al (2007) Summertime European heat and drought waves induced by wintertime Mediterranean rainfall deficit. Geophys Res Lett 34:L07711. https://doi.org/10.1029/2006GL028001
Wang A, Zeng X (2013) Development of global hourly 0.5° land surface air temperature datasets. J Clim 26(19):7676–7691
Whan K, Zscheischler J, Orth R, Shongwe M, Rahimi M, Asare EO, Seneviratne SI (2015) Impact of soil moisture on extreme maximum temperatures in Europe. Weather Clim Extremes 9:57–67. https://doi.org/10.1016/j.wace.2015.05.001
Xoplaki E, Gonzalez-Rouco JF, Luterbacher J, Wanner H (2003) Mediterranean summer air temperature variability and its connection to the large-scale atmospheric circulation and SSTs. Clim Dyn 20:723–739. https://doi.org/10.1007/s00382-003-0304-x
Zampieri M et al (2009) Hot European summers and the role of soil moisture in the propagation of mediterranean drought. J Clim 22:4747–4758. https://doi.org/10.1175/2009JCLI2568.1
Acknowledgements
Support for this study has been provided by the USDA award number 1295GTA109. We thank Dr. Sandy Dall’erba for his kind support. We thank Rene Orth for providing critical review and helpful comments. We also wish to thank the research teams that provide the NARCCAP, MERRA-2 and NARR datasets.
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Yang, Z., Dominguez, F. & Zeng, X. Large and local-scale features associated with heat waves in the United States in reanalysis products and the NARCCAP model ensemble. Clim Dyn 52, 1883–1901 (2019). https://doi.org/10.1007/s00382-018-4414-x
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DOI: https://doi.org/10.1007/s00382-018-4414-x