Advertisement

A trend of warming and drying

Global warming has pushed what would have been a moderate drought in southwestern North America into megadrought territory. Williams et al. used a combination of hydrological modeling and tree-ring reconstructions of summer soil moisture to show that the period from 2000 to 2018 was the driest 19-year span since the late 1500s and the second driest since 800 CE (see the Perspective by Stahle). This appears to be just the beginning of a more extreme trend toward megadrought as global warming continues.
Science, this issue p. 314; see also p. 238

Abstract

Severe and persistent 21st-century drought in southwestern North America (SWNA) motivates comparisons to medieval megadroughts and questions about the role of anthropogenic climate change. We use hydrological modeling and new 1200-year tree-ring reconstructions of summer soil moisture to demonstrate that the 2000–2018 SWNA drought was the second driest 19-year period since 800 CE, exceeded only by a late-1500s megadrought. The megadrought-like trajectory of 2000–2018 soil moisture was driven by natural variability superimposed on drying due to anthropogenic warming. Anthropogenic trends in temperature, relative humidity, and precipitation estimated from 31 climate models account for 46% (model interquartiles of 34 to 103%) of the 2000–2018 drought severity, pushing an otherwise moderate drought onto a trajectory comparable to the worst SWNA megadroughts since 800 CE.
Get full access to this article

View all available purchase options and get full access to this article.

Already a Subscriber?

Supplementary Material

Summary

Materials and Methods
Supplementary Text
Figs. S1 to S21
Tables S1 and S2
References (4690)

Resources

File (aaz9600_williams_sm.pdf)

References and Notes

1
K. M. Andreadis, E. A. Clark, A. W. Wood, A. F. Hamlet, D. P. Lettenmaier, Twentieth-century drought in the conterminous United States. J. Hydrometeorol. 6, 985–1001 (2005).
2
M. Hoerling, J. Eischeid, A. Kumar, R. Leung, A. Mariotti, K. Mo, S. Schubert, R. Seager, Causes and predictability of the 2012 Great Plains drought. Bull. Am. Meteorol. Soc. 95, 269–282 (2014).
3
A. P. Williams, R. Seager, J. T. Abatzoglou, B. I. Cook, J. E. Smerdon, E. R. Cook, Contribution of anthropogenic warming to California drought during 2012–2014. Geophys. Res. Lett. 42, 6819–6828 (2015).
4
P. W. Mote, S. Li, D. P. Lettenmaier, M. Xiao, R. Engel, Dramatic declines in snowpack in the western US. NPJ Clim. Atmos. Sci. 1, 2 (2018).
5
M. Xiao, B. Udall, D. P. Lettenmaier, On the causes of declining Colorado River streamflows. Water Resour. Res. 54, 6739–6756 (2018).
6
M. Rodell, J. S. Famiglietti, D. N. Wiese, J. T. Reager, H. K. Beaudoing, F. W. Landerer, M.-H. Lo, Emerging trends in global freshwater availability. Nature 557, 651–659 (2018).
7
C. C. Faunt, M. Sneed, J. Traum, J. T. Brandt, Water availability and land subsidence in the Central Valley, California, USA. Hydrogeol. J. 24, 675–684 (2016).
8
R. Howitt, J. Medellin-Azuara, D. MacEwan, J. Lund, D. A. Sumner, “Economic analysis of the 2014 drought for California agriculture” (UC Davis Center for Watershed Sciences, Davis, CA, 2014).
9
A. P. Williams, C. D. Allen, A. K. Macalady, D. Griffin, C. A. Woodhouse, D. M. Meko, T. W. Swetnam, S. A. Rauscher, R. Seager, H. D. Grissino-Mayer, J. S. Dean, E. R. Cook, C. Gangodagamage, M. Cai, N. G. McDowell, Temperature as a potent driver of regional forest drought stress and tree mortality. Nat. Clim. Chang. 3, 292–297 (2013).
10
J. T. Abatzoglou, A. P. Williams, Impact of anthropogenic climate change on wildfire across western US forests. Proc. Natl. Acad. Sci. U.S.A. 113, 11770–11775 (2016).
11
C. R. Schwalm, C. A. Williams, K. Schaefer, D. Baldocchi, T. A. Black, A. H. Goldstein, B. E. Law, W. C. Oechel, K. T. Paw U, R. L. Scott, Reduction in carbon uptake during turn of the century drought in western North America. Nat. Geosci. 5, 551–556 (2012).
12
B. I. Cook, E. R. Cook, J. E. Smerdon, R. Seager, A. P. Williams, S. Coats, D. W. Stahle, J. V. Díaz, North American megadroughts in the Common Era: Reconstructions and simulations. Wiley Interdiscip. Rev. Clim. Change 7, 411–432 (2016).
13
R. Seager, N. Graham, C. Herweijer, A. L. Gordon, Y. Kushnir, E. Cook, Blueprints for Medieval hydroclimate. Quat. Sci. Rev. 26, 2322–2336 (2007).
14
B. I. Cook, A. P. Williams, J. E. Smerdon, J. G. Palmer, E. R. Cook, D. W. Stahle, S. Coats, Cold tropical Pacific sea surface temperatures during the late sixteenth‐century North American megadrought. J. Geophys. Res. Atmos. 123, 11307–11320 (2019).
15
N. J. Steiger, J. E. Smerdon, B. I. Cook, R. Seager, A. P. Williams, E. R. Cook, Oceanic and radiative forcing of medieval megadroughts in the American Southwest. Sci. Adv. 5, eaax0087 (2019).
16
E. R. Cook, R. Seager, R. R. Heim Jr.., R. S. Vose, C. Herweijer, C. Woodhouse, Megadroughts in North America: Placing IPCC projections of hydroclimatic change in a long-term palaeoclimate context. J. Quaternary Sci. 25, 48–61 (2010).
17
C. A. Woodhouse, D. M. Meko, G. M. MacDonald, D. W. Stahle, E. R. Cook, A 1,200-year perspective of 21st century drought in southwestern North America. Proc. Natl. Acad. Sci. U.S.A. 107, 21283–21288 (2010).
18
T. L. Delworth, F. Zeng, A. Rosati, G. A. Vecchi, A. T. Wittenberg, A link between the hiatus in global warming and North American drought. J. Clim. 28, 3834–3845 (2015).
19
R. Seager, M. Ting, Decadal drought variability over North America: Mechanisms and predictability. Curr. Clim. Change Rep. 3, 141–149 (2017).
20
F. Lehner, C. Deser, I. R. Simpson, L. Terray, Attributing the US Southwest’s recent shift into drier conditions. Geophys. Res. Lett. 45, 6251–6261 (2018).
21
R. Seager, M. Ting, I. Held, Y. Kushnir, J. Lu, G. Vecchi, H.-P. Huang, N. Harnik, A. Leetmaa, N.-C. Lau, C. Li, J. Velez, N. Naik, Model projections of an imminent transition to a more arid climate in southwestern North America. Science 316, 1181–1184 (2007).
22
B. I. Cook, T. R. Ault, J. E. Smerdon, Unprecedented 21st century drought risk in the American Southwest and Central Plains. Sci. Adv. 1, e1400082 (2015).
23
T. R. Ault, J. S. Mankin, B. I. Cook, J. E. Smerdon, Relative impacts of mitigation, temperature, and precipitation on 21st-century megadrought risk in the American Southwest. Sci. Adv. 2, e1600873 (2016).
24
M. Ting, R. Seager, C. Li, H. Liu, N. Henderson, Mechanism of future spring drying in the Southwestern United States in CMIP5 models. J. Clim. 31, 4265–4279 (2018).
25
R. Seager, M. Cane, N. Henderson, D.-E. Lee, R. Abernathey, H. Zhang, Strengthening tropical Pacific zonal sea surface temperature gradient consistent with rising greenhouse gases. Nat. Clim. Chang. 9, 517–522 (2019).
26
T. P. Barnett, D. W. Pierce, H. G. Hidalgo, C. Bonfils, B. D. Santer, T. Das, G. Bala, A. W. Wood, T. Nozawa, A. A. Mirin, D. R. Cayan, M. D. Dettinger, Human-induced changes in the hydrology of the western United States. Science 319, 1080–1083 (2008).
27
G. J. McCabe, D. M. Wolock, G. T. Pederson, C. A. Woodhouse, S. McAfee, Evidence that recent warming is reducing upper Colorado River flows. Earth Interact. 21, 1–14 (2017).
28
P. C. D. Milly, K. A. Dunne, Colorado River flow dwindles as warming-driven loss of reflective snow energizes evaporation. Science 367, 1252–1255 (2020).
29
D. R. Cayan, T. Das, D. W. Pierce, T. P. Barnett, M. Tyree, A. Gershunov, Future dryness in the southwest US and the hydrology of the early 21st century drought. Proc. Natl. Acad. Sci. U.S.A. 107, 21271–21276 (2010).
30
Materials and methods are available as supplementary materials.
31
A. P. Williams, B. I. Cook, J. E. Smerdon, D. A. Bishop, R. Seager, J. S. Mankin, The 2016 southeastern US drought: An extreme departure from centennial wetting and cooling. J. Geophys. Res. Atmos. 122, 10888–10905 (2017).
32
M. B. Ek, K. E. Mitchell, Y. Lin, E. Rogers, P. Grunmann, V. Koren, G. Gayno, J. D. Tarpley, Implementation of Noah land surface model advances in the National Centers for Environmental Prediction operational mesoscale Eta model. J. Geophys. Res. Atmos. 108, 8851 (2003).
33
N. Wells, S. Goddard, M. J. Hayes, A self-calibrating Palmer drought severity index. J. Clim. 17, 2335–2351 (2004).
34
X. Liang, D. P. Lettenmaier, E. F. Wood, S. J. Burges, A simple hydrologically based model of land surface water and energy fluxes for general circulation models. J. Geophys. Res. Atmos. 99, 14415–14428 (1994).
35
I. R. Simpson, R. Seager, M. Ting, T. A. Shaw, Causes of change in Northern Hemisphere winter meridional winds and regional hydroclimate. Nat. Clim. Chang. 6, 65–70 (2016).
36
R. D. Koster, Z. Guo, R. Yang, P. A. Dirmeyer, K. Mitchell, M. J. Puma, On the nature of soil moisture in land surface models. J. Clim. 22, 4322–4335 (2009).
37
A. G. Pendergrass, R. Knutti, F. Lehner, C. Deser, B. M. Sanderson, Precipitation variability increases in a warmer climate. Sci. Rep. 7, 17966 (2017).
38
A. L. S. Swann, F. M. Hoffman, C. D. Koven, J. T. Randerson, Plant responses to increasing CO2 reduce estimates of climate impacts on drought severity. Proc. Natl. Acad. Sci. U.S.A. 113, 10019–10024 (2016).
39
J. S. Mankin, R. Seager, J. E. Smerdon, B. I. Cook, A. P. Williams, Mid-latitude freshwater availability reduced by projected vegetation responses to climate change. Nat. Geosci. 12, 983–988 (2019).
40
Y. Yang, M. L. Roderick, S. Zhang, T. R. McVicar, R. J. Donohue, Hydrologic implications of vegetation response to elevated CO2 in climate projections. Nat. Clim. Chang. 9, 44–48 (2019).
41
A. Berg, J. Sheffield, Climate change and drought: The soil moisture perspective. Curr. Clim. Change Rep. 4, 180–191 (2018).
42
W. K. Smith, S. C. Reed, C. C. Cleveland, A. P. Ballantyne, W. R. L. Anderegg, W. R. Wieder, Y. Y. Liu, S. W. Running, Large divergence of satellite and Earth system model estimates of global terrestrial CO2 fertilization. Nat. Clim. Chang. 6, 306–310 (2015).
43
W. R. Wieder, C. C. Cleveland, W. K. Smith, K. Todd-Brown, Future productivity and carbon storage limited by terrestrial nutrient availability. Nat. Geosci. 8, 441–444 (2015).
44
W. Yuan, Y. Zheng, S. Piao, P. Ciais, D. Lombardozzi, Y. Wang, Y. Ryu, G. Chen, W. Dong, Z. Hu, A. K. Jain, C. Jiang, E. Kato, S. Li, S. Lienert, S. Liu, J. E. M. S. Nabel, Z. Qin, T. Quine, S. Sitch, W. K. Smith, F. Wang, C. Wu, Z. Xiao, S. Yang, Increased atmospheric vapor pressure deficit reduces global vegetation growth. Sci. Adv. 5, eaax1396 (2019).
45
P. Williams, Large contribution from anthropogenic warming to an emerging North American megadrought (NCEI Accession 0209529). NOAA National Centers for Environmental Information (2020);
46
Y. Xia, K. Mitchell, M. Ek, J. Sheffield, B. Cosgrove, E. Wood, L. Luo, C. Alonge, H. Wei, J. Meng, B. Livneh, D. Lettenmaier, V. Koren, Q. Duan, K. Mo, Y. Fan, D. Mocko, Continental-scale water and energy flux analysis and validation for the North American Land Data Assimilation System project phase 2 (NLDAS-2): 1. Intercomparison and application of model products. J. Geophys. Res. Atmos. 117, D03109 (2012).
47
J. L. Monteith, Evaporation and environment. Symp. Soc. Exp. Biol. 19, 205–234 (1965).
48
R. G. Allen, L. S. Pereira, D. Raes, M. Smith, “Crop evapotranspiration—Guidelines for computing crop water requirements—FAO Irrigation and drainage, paper 56” (Food and Agriculture Organization of the United Nations, Rome, 1998).
49
G. D. Farquhar, Carbon dioxide and vegetation. Science 278, 1411 (1997).
50
K. E. Taylor, R. J. Stouffer, G. A. Meehl, An overview of CMIP5 and the experiment design. Bull. Amer. Meteor. Soc. 93, 485–498 (2012).
51
P. C. D. Milly, K. A. Dunne, Potential evapotranspiration and continental drying. Nat. Clim. Chang. 6, 946–949 (2016).
52
D. P. van Vuuren, J. Edmonds, M. Kainuma, K. Riahi, A. Thomson, K. Hibbard, G. C. Hurtt, T. Kram, V. Krey, J.-F. Lamarque, T. Masui, M. Meinshausen, N. Nakicenovic, S. J. Smith, S. K. Rose, The representative concentration pathways: An overview. Clim. Change 109, 5–31 (2011).
53
A. Gershunov, T. Shulgina, R. E. S. Clemesha, K. Guirguis, D. W. Pierce, M. D. Dettinger, D. A. Lavers, D. R. Cayan, S. D. Polade, J. Kalansky, F. M. Ralph, Precipitation regime change in Western North America: The role of Atmospheric Rivers. Sci. Rep. 9, 9944 (2019).
54
D. L. Swain, B. Langenbrunner, J. D. Neelin, A. Hall, Increasing precipitation volatility in twenty-first-century California. Nat. Clim. Chang. 8, 427–433 (2018).
55
N. Berg, A. Hall, Increased interannual precipitation extremes over California under climate change. J. Clim. 28, 6324–6334 (2015).
56
D. W. Stahle, E. R. Cook, D. J. Burnette, J. Villanueva, J. Cerano, J. N. Burns, D. Griffin, B. I. Cook, R. Acuña, M. C. A. Torbenson, P. Szejner, I. M. Howard, The Mexican Drought Atlas: Tree-ring reconstructions of the soil moisture balance during the late pre-Hispanic, colonial, and modern eras. Quat. Sci. Rev. 149, 34–60 (2016).
57
E. R. Cook, K. J. Anchukaitis, B. M. Buckley, R. D. D’Arrigo, G. C. Jacoby, W. E. Wright, Asian monsoon failure and megadrought during the last millennium. Science 328, 486–489 (2010).
58
E. R. Cook, D. M. Meko, D. W. Stahle, M. K. Cleaveland, Drought reconstructions for the continental United States. J. Clim. 12, 1145–1162 (1999).
59
E. R. Cook, R. Seager, Y. Kushnir, K. R. Briffa, U. Büntgen, D. Frank, P. J. Krusic, W. Tegel, G. van der Schrier, L. Andreu-Hayles, M. Baillie, C. Baittinger, N. Bleicher, N. Bonde, D. Brown, M. Carrer, R. Cooper, K. Čufar, C. Dittmar, J. Esper, C. Griggs, B. Gunnarson, B. Günther, E. Gutierrez, K. Haneca, S. Helama, F. Herzig, K.-U. Heussner, J. Hofmann, P. Janda, R. Kontic, N. Köse, T. Kyncl, T. Levanič, H. Linderholm, S. Manning, T. M. Melvin, D. Miles, B. Neuwirth, K. Nicolussi, P. Nola, M. Panayotov, I. Popa, A. Rothe, K. Seftigen, A. Seim, H. Svarva, M. Svoboda, T. Thun, M. Timonen, R. Touchan, V. Trotsiuk, V. Trouet, F. Walder, T. Ważny, R. Wilson, C. Zang, Old World megadroughts and pluvials during the Common Era. Sci. Adv. 1, e1500561 (2015).
60
E. R. Cook, C. A. Woodhouse, C. M. Eakin, D. M. Meko, D. W. Stahle, Long-term aridity changes in the western United States. Science 306, 1015–1018 (2004).
61
C. J. Willmott, S. M. Robeson, Climatologically aided interpolation (CAI) of terrestrial air temperature. Int. J. Climatol. 15, 221–229 (1995).
62
R. S. Vose, S. Applequist, M. Squires, I. Durre, M. J. Menne, C. N. Williams Jr.., C. Fenimore, K. Gleason, D. Arndt, Improved historical temperature and precipitation time series for US climate divisions. J. Appl. Meteorol. Climatol. 53, 1232–1251 (2014).
63
I. Harris, P. D. Jones, T. J. Osborn, D. H. Lister, Updated high-resolution grids of monthly climatic observations – the CRU TS3.10 Dataset. Int. J. Climatol. 34, 623–642 (2014).
64
C. Funk, P. Peterson, M. Landsfeld, D. Pedreros, J. Verdin, S. Shukla, G. Husak, J. Rowland, L. Harrison, A. Hoell, J. Michaelsen, The climate hazards infrared precipitation with stations—A new environmental record for monitoring extremes. Sci. Data 2, 150066 (2015).
65
H. E. Beck, E. F. Wood, M. Pan, C. K. Fisher, D. G. Miralles, A. I. J. M. van Dijk, T. R. McVicar, R. F. Adler, MSWEP V2 global 3-hourly 0.1° precipitation: Methodology and quantitative assessment. Bull. Amer. Meteor. Soc. 100, 473–500 (2019).
66
J. W. Oyler, A. Ballantyne, K. Jencso, M. Sweet, S. W. Running, Creating a topoclimatic daily air temperature dataset for the conterminous United States using homogenized station data and remotely sensed land skin temperature. Int. J. Climatol. 35, 2258–2279 (2015).
67
P. R. Lowe, An approximating polynomial for the computation of saturation vapor pressure. J. Appl. Meteorol. 16, 100–103 (1977).
68
J. Sheffield, G. Goteti, E. F. Wood, Development of a 50-yr high-resolution global dataset of meteorological forcings for land surface modeling. J. Clim. 19, 3088–3111 (2006).
69
C. Daly, M. Halbleib, J. I. Smith, W. P. Gibson, M. K. Doggett, G. H. Taylor, J. Curtis, P. P. Pasteris, Physiographically sensitive mapping of climatological temperature and precipitation across the conterminous United States. Int. J. Climatol. 28, 2031–2064 (2008).
70
F. Mesinger, G. DiMego, E. Kalnay, K. Mitchell, P. C. Shafran, W. Ebisuzaki, D. Jović, J. Woollen, E. Rogers, E. H. Berbery, M. B. Ek, Y. Fan, R. Grumbine, W. Higgins, H. Li, Y. Lin, G. Manikin, D. Parrish, W. Shi, North American Regional Reanalysis. Bull. Amer. Meteor. Soc. 87, 343–360 (2006).
71
B. Livneh, E. A. Rosenberg, C. Lin, B. Nijssen, V. Mishra, K. M. Andreadis, E. P. Maurer, D. P. Lettenmaier, A long-term hydrologically based dataset of land surface fluxes and states for the conterminous United States: Update and extensions. J. Clim. 26, 9384–9392 (2013).
72
A. P. Williams, J. T. Abatzoglou, A. Gershunov, J. Guzman-Morales, D. A. Bishop, J. K. Balch, D. P. Lettenmaier, Observed impacts of anthropogenic climate change on wildfire in California. Earths Futur. 7, 892–910 (2019).
73
W. C. Palmer, “Meteorological drought” (Research Paper No. 45, United States Weather Bureau, Washington, DC, 1965).
74
M. Rodell, P. R. Houser, U. Jambor, J. Gottschalck, K. Mitchell, C.-J. Meng, K. Arsenault, B. Cosgrove, J. Radakovich, M. Bosilovich, J. K. Entin, J. P. Walker, D. Lohmann, D. Toll, The global land data assimilation system. Bull. Amer. Meteor. Soc. 85, 381–394 (2004).
75
H. C. Fritts, Tree Rings and Climate (Academic Press, London, 1976).
76
T. M. Melvin, K. R. Briffa, A “signal-free” approach to dendroclimatic standardisation. Dendrochronologia 26, 71–86 (2008).
77
T. M. Melvin, K. R. Briffa, K. Nicolussi, M. Grabner, Time-varying-response smoothing. Dendrochronologia 25, 65–69 (2007).
78
H. C. Fritts, J. E. Mosimann, C. P. Bottorff, A revised computer program for standardizing tree-ring series. Tree-Ring Bull. 29, 15–20 (1969).
79
E. R. Cook, K. Peters, Calculating unbiased tree-ring indices for the study of climatic and environmental change. Holocene 7, 361–370 (1997).
80
D. C. Hoaglin, F. Mosteller, J. W. Tukey, Understanding Robust and Exploratory Data Analysis (Wiley, 2000).
81
D. Meko, E. R. Cook, D. W. Stahle, C. W. Stockton, M. K. Hughes, Spatial patterns of tree-growth anomalies in the United States and southeastern Canada. J. Clim. 6, 1773–1786 (1993).
82
H. Akaike, A new look at the statistical model identification. IEEE Trans. Automat. Contr. 19, 716–723 (1974).
83
C. M. Hurvich, C.-L. Tsai, Regression and time series model selection in small samples. Biometrika 76, 297–307 (1989).
84
R. S. Jones, “Time series analysis – Time domain” in Probability, Statistics, and Decision Making in the Atmospheric Sciences, A. H. Murphy, R. W. Katz, Eds. (Westview Press, 1985), pp. 223–259.
85
W. R. L. Anderegg, C. Schwalm, F. Biondi, J. J. Camarero, G. Koch, M. Litvak, K. Ogle, J. D. Shaw, E. Shevliakova, A. P. Williams, A. Wolf, E. Ziaco, S. Pacala, Pervasive drought legacies in forest ecosystems and their implications for carbon cycle models. Science 349, 528–532 (2015).
86
N. C. Matalas, Statistical properties of tree ring data. Hydrol. Sci. J. 7, 39–47 (1962).
87
D. M. Meko, “Applications of Box-Jenkins methods of time series analysis to the reconstruction of drought from tree rings,” thesis, University of Arizona (1981); https://repository.arizona.edu/handle/10150/191062.
88
J. Franke, D. Frank, C. C. Raible, J. Esper, S. Brönnimann, Spectral biases in tree-ring climate proxies. Nat. Clim. Chang. 3, 360–364 (2013).
89
G. E. P. Box, G. M. Jenkins, G. C. Reinsel, G. M. Ljung, Time Series Analysis: Forecasting and Control (Wiley, ed. 5, 2015).
90
Y. Xia, K. Mitchell, M. Ek, B. Cosgrove, J. Sheffield, L. Luo, C. Alonge, H. Wei, J. Meng, B. Livneh, Q. Duan, D. Lohmann, Continental‐scale water and energy flux analysis and validation for North American Land Data Assimilation System project phase 2 (NLDAS‐2): 2. Validation of model‐simulated streamflow. J. Geophys. Res. Atmos. 117, D03110 (2012).

Information & Authors

Information

Published In

Science
Volume 368 | Issue 6488
17 April 2020

Submission history

Received: 23 October 2019
Accepted: 10 March 2020
Published in print: 17 April 2020

Permissions

Request permissions for this article.

Acknowledgments

This work would not be possible without the tree-ring data from many gracious contributors, largely through the International Tree-Ring Databank hosted by the National Oceanic and Atmospheric Administration (NOAA). Additional thanks to J. Littell, who provided unpublished raw ring-width measurements from 18 sites in Idaho, Oregon, and Washington. J. Littell performed the sampling and tree-ring measurements used for these chronologies.Thanks to R. Seager for helpful feedback. Funding: Funding came from NSF AGS-1703029 (A.P.W., E.R.C., and K.B.), AGS-1602581 (J.E.S., A.P.W., and E.R.C.), AGS-1805490 (J.E.S.), and AGS-1243204 (J.E.S.); NASA 16-MAP16-0081 (A.P.W. and B.I.C.); NOAA NA15OAR4310144 and NA16OAR4310132 (A.M.B. and B.L.); and Columbia University’s Center for Climate and Life (A.P.W.). This work utilized the Summit supercomputer, which is supported by the National Science Foundation (awards ACI-1532235 and ACI-1532236), the University of Colorado Boulder, and Colorado State University. Author contributions: The study was conceived by A.P.W., E.R.C., J.E.S., B.I.C., J.T.A., and S.H.B. Methods were developed by all authors. Analysis was carried out by A.P.W., J.T.A., K.B., and A.M.B. The original manuscript was written by A.P.W., and all authors edited subsequent drafts. Competing interests: The authors declare no competing interests. Data and materials availability: The observed and reconstructed climate and drought data are available at (45). LDEO contribution number is 8392.

Authors

Affiliations

Lamont-Doherty Earth Observatory of Columbia University, Palisades, NY 10964, USA.
Edward R. Cook
Lamont-Doherty Earth Observatory of Columbia University, Palisades, NY 10964, USA.
Lamont-Doherty Earth Observatory of Columbia University, Palisades, NY 10964, USA.
Benjamin I. Cook
Lamont-Doherty Earth Observatory of Columbia University, Palisades, NY 10964, USA.
NASA Goddard Institute of Space Studies, New York, NY 10025, USA.
Department of Geography, University of Idaho, Moscow, ID 83844, USA.
Management of Complex Systems Department, UC Merced, Merced, CA 95343, USA.
Lamont-Doherty Earth Observatory of Columbia University, Palisades, NY 10964, USA.
Lamont-Doherty Earth Observatory of Columbia University, Palisades, NY 10964, USA.
Department of Earth and Environmental Sciences, Columbia University, New York, NY 10027, USA.
Cooperative Institute for Research in Environmental Sciences, University of Colorado Boulder, Boulder, CO 80302, USA.
Universities Space Research Association, Columbia, MD 21046, USA.
NASA Goddard Space Flight Center, Greenbelt, MD, USA 20771, USA.
Cooperative Institute for Research in Environmental Sciences, University of Colorado Boulder, Boulder, CO 80302, USA.
Civil, Environmental, and Architectural Engineering, University of Colorado Boulder, Boulder, CO 80309, USA.

Funding Information

Notes

*Corresponding author. Email: [email protected]

Metrics & Citations

Metrics

Article Usage
Altmetrics

Citations

Export citation

Select the format you want to export the citation of this publication.

Cited by
  1. Reconstructing Extreme Precipitation in the Sacramento River Watershed Using Tree‐Ring Based Proxies of Cold‐Season Precipitation, Water Resources Research, 57, 4, (2021).https://doi.org/10.1029/2020WR028824
    Crossref
  2. Warming as a Driver of Vegetation Loss in the Sonoran Desert of California, Journal of Geophysical Research: Biogeosciences, 126, 6, (2021).https://doi.org/10.1029/2020JG005942
    Crossref
  3. Applied Climate Change Assessment and Adaptation, Climate Change and Groundwater: Planning and Adaptations for a Changing and Uncertain Future, (325-350), (2021).https://doi.org/10.1007/978-3-030-66813-6_14
    Crossref
  4. Twenty years of drought‐mediated change in snag populations in mixed‐conifer and ponderosa pine forests in Northern Arizona, Forest Ecosystems, 8, 1, (2021).https://doi.org/10.1186/s40663-021-00298-9
    Crossref
  5. Shifting macroecological patterns and static theory failure in a stressed alpine plant community, Ecosphere, 12, 6, (2021).https://doi.org/10.1002/ecs2.3548
    Crossref
  6. Five Decades of Observed Daily Precipitation Reveal Longer and More Variable Drought Events Across Much of the Western United States, Geophysical Research Letters, 48, 7, (2021).https://doi.org/10.1029/2020GL092293
    Crossref
  7. Hot extremes have become drier in the United States Southwest, Nature Climate Change, 11, 7, (598-604), (2021).https://doi.org/10.1038/s41558-021-01076-9
    Crossref
  8. Changing climate drives future streamflow declines and challenges in meeting water demand across the southwestern United States, Journal of Hydrology X, 11, (100074), (2021).https://doi.org/10.1016/j.hydroa.2021.100074
    Crossref
  9. Heloderma (Helodermatidae; Squamata) from the Apache Local Fauna, Pleistocene, Southwestern Oklahoma, Journal of Herpetology, 55, 1, (2021).https://doi.org/10.1670/20-089
    Crossref
  10. Introduction to Climate Change and Groundwater, Climate Change and Groundwater: Planning and Adaptations for a Changing and Uncertain Future, (1-19), (2021).https://doi.org/10.1007/978-3-030-66813-6_1
    Crossref
  11. See more
Loading...

View Options

Get Access

Log in to view the full text

AAAS Log in

AAAS login provides access to Science for AAAS members, and access to other journals in the Science family to users who have purchased individual subscriptions.

Log in via OpenAthens.
Log in via Shibboleth.
More options

Register for free to read this article

As a service to the community, this article is available for free. Login or register for free to read this article.

Purchase this issue in print

Buy a single issue of Science for just $15 USD.

View options

PDF format

Download this article as a PDF file

Download PDF

Media

Figures

Multimedia

Tables

Share

Share

Share article link

Share on social media

(0)eLetters

eLetters is an online forum for ongoing peer review. Submission of eLetters are open to all. eLetters are not edited, proofread, or indexed. Please read our Terms of Service before submitting your own eLetter.

Log In to Submit a Response

No eLetters have been published for this article yet.