Imprint of urbanization on snow precipitation over the continental USA

Salvi, Kaustubh Anil; Kumar, Mukesh

doi:10.1038/s41467-024-46699-6

Title: Imprint of urbanization on snow precipitation over the continental USA

Journal Article · 15 March 2024 · Nature Communications

DOI: https://doi.org/10.1038/s41467-024-46699-6 · OSTI ID:2470393

Salvi, Kaustubh Anil ^[1];

^[1]

University of Alabama, Tuscaloosa, AL (United States)

Urbanization can alter the local climate through modifications in land-atmosphere feedback. However, a continental scale evaluation of its influence on precipitation phase remains unknown. Here, we assess the difference in the likelihood of snow dominated events (SDEs) over 7,415 urban and surrounding non-urban (buffer) regions across the continental United States. Among 4,856 urban-buffer pairs that received at least five SDEs per year, 81% of urban regions are characterized by a smaller snow probability, 99% by a lower frequency of SDEs, and 57% by faster declining trends in SDEs compared to their buffer counterparts. Notably, urban (buffer) regions with lower snow probability are often characterized by higher net incoming and sensible energy fluxes as compared to buffer (urban) regions, thus highlighting the influence of land-energy feedback on precipitation phase. Results highlight a clear imprint of urbanization on precipitation phase and underscore the need to consider these influences while projecting hydro-meteorological risks.

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Research Organization:: University of Alabama, Tuscaloosa, AL (United States)

Sponsoring Organization:: USDOE

OSTI ID:: 2470393

Journal Information:: Nature Communications, Journal Name: Nature Communications Journal Issue: 1 Vol. 15; ISSN 2041-1723

Publisher:: Nature Publishing GroupCopyright Statement

Country of Publication:: United States

Language:: English

References (68)

On the statistics of urban heat island intensity: STATISTICS OF URBAN HEAT ISLAND Zhou, B.; Rybski, D.; Kropp, J. P. Geophysical Research Letters, Vol. 40, Issue 20 https://doi.org/10.1002/2013GL057320	journal	October 2013
Extent of the rain-snow transition zone in the western U.S. under historic and projected climate: Climatic rain-snow transition zone Klos, P. Zion; Link, Timothy E.; Abatzoglou, John T. Geophysical Research Letters, Vol. 41, Issue 13 https://doi.org/10.1002/2014GL060500	journal	July 2014
Assessment of simulated water balance from Noah, Noah-MP, CLM, and VIC over CONUS using the NLDAS test bed Cai, Xitian; Yang, Zong-Liang; Xia, Youlong Journal of Geophysical Research: Atmospheres, Vol. 119, Issue 24 https://doi.org/10.1002/2014JD022113	journal	December 2014
Potential trends in snowmelt‐generated peak streamflows in a warming climate Wang, Rui; Kumar, Mukesh; Link, Timothy E. Geophysical Research Letters, Vol. 43, Issue 10 https://doi.org/10.1002/2016GL068935	journal	May 2016
Next-Generation Intensity-Duration-Frequency Curves for Hydrologic Design in Snow-Dominated Environments Yan, Hongxiang; Sun, Ning; Wigmosta, Mark Water Resources Research, Vol. 54, Issue 2 https://doi.org/10.1002/2017WR021290	journal	February 2018
Role of temporal resolution of meteorological inputs for process‐based snow modelling Sohrabi, Mohammad M.; Tonina, Daniele; Benjankar, Rohan Hydrological Processes, Vol. 32, Issue 19 https://doi.org/10.1002/hyp.13242	journal	August 2018
Effect of urbanization on the diurnal rainfall pattern in Houston Burian, Steven J.; Shepherd, J. Marshall Hydrological Processes, Vol. 19, Issue 5 https://doi.org/10.1002/hyp.5647	journal	January 2005
Effects of changes in snow pattern and the timing of runoff on NYC water supply system Matonse, Adão H.; Pierson, Donald C.; Frei, Allan Hydrological Processes, Vol. 25, Issue 21 https://doi.org/10.1002/hyp.8121	journal	May 2011
Estimating precipitation phase using a psychrometric energy balance method Harder, Phillip; Pomeroy, John Hydrological Processes, Vol. 27, Issue 13 https://doi.org/10.1002/hyp.9799	journal	May 2013
Effects of changes in winter snowpacks on summer low flows: case studies in the Sierra Nevada, California, USA: WINTER SNOWPACKS AND SUMMER LOW FLOWS Godsey, S. E.; Kirchner, J. W.; Tague, C. L. Hydrological Processes, Vol. 28, Issue 19 https://doi.org/10.1002/hyp.9943	journal	August 2013
Global to city scale urban anthropogenic heat flux: model and variability Allen, L.; Lindberg, F.; Grimmond, C. S. B. International Journal of Climatology, Vol. 31, Issue 13 https://doi.org/10.1002/joc.2210	journal	September 2010
Development of gridded surface meteorological data for ecological applications and modelling Abatzoglou, John T. International Journal of Climatology, Vol. 33, Issue 1 https://doi.org/10.1002/joc.3413	journal	December 2011
The influence of wind and topography on precipitation distribution in Sweden: statistical analysis and modelling Johansson, Barbro; Chen, Deliang International Journal of Climatology, Vol. 23, Issue 12 https://doi.org/10.1002/joc.951	journal	October 2003
A mixed-layer model for regional evaporation McNaughton, K. G.; Spriggs, T. W. Boundary-Layer Meteorology, Vol. 34, Issue 3 https://doi.org/10.1007/BF00122381	journal	February 1986
Winter climate change in alpine tundra: plant responses to changes in snow depth and snowmelt timing Wipf, Sonja; Stoeckli, Veronika; Bebi, Peter Climatic Change, Vol. 94, Issue 1-2 https://doi.org/10.1007/s10584-009-9546-x	journal	February 2009
Interactions between urbanization, heat stress, and climate change Oleson, K. W.; Monaghan, A.; Wilhelmi, O. Climatic Change, Vol. 129, Issue 3-4 https://doi.org/10.1007/s10584-013-0936-8	journal	September 2013
Influences of climatic and population changes on heat-related mortality in Houston, Texas, USA Marsha, A.; Sain, S. R.; Heaton, M. J. Climatic Change, Vol. 146, Issue 3-4 https://doi.org/10.1007/s10584-016-1775-1	journal	August 2016
Impacts of environmental factors on urban heating Memon, Rizwan Ahmed; Leung, Dennis Y. C. Journal of Environmental Sciences, Vol. 22, Issue 12 https://doi.org/10.1016/S1001-0742(09)60337-5	journal	December 2010
An evaluation of methods for determining during-storm precipitation phase and the rain/snow transition elevation at the surface in a mountain basin Marks, D.; Winstral, A.; Reba, M. Advances in Water Resources, Vol. 55 https://doi.org/10.1016/j.advwatres.2012.11.012	journal	May 2013
Comparison of the NLDAS Weather Forcing Model to Agrometeorological Measurements in the western United States Lewis, Clayton S.; Geli, Hatim M. E.; Neale, Christopher M. U. Journal of Hydrology, Vol. 510 https://doi.org/10.1016/j.jhydrol.2013.12.040	journal	March 2014
Remote sensing of the urban heat island effect across biomes in the continental USA Imhoff, Marc L.; Zhang, Ping; Wolfe, Robert E. Remote Sensing of Environment, Vol. 114, Issue 3 https://doi.org/10.1016/j.rse.2009.10.008	journal	March 2010
An urban-based climatology of winter precipitation in the northeast United States Johnson, Bradford; Shepherd, J. Marshall Urban Climate, Vol. 24 https://doi.org/10.1016/j.uclim.2018.03.003	journal	June 2018
Reexamining the relationship between surface urban heat island intensity and annual precipitation: Effects of reference rural land cover Yang, Xiaoshan; Yao, Lingye Urban Climate, Vol. 41 https://doi.org/10.1016/j.uclim.2021.101074	journal	January 2022
Possible impact of urbanization on extreme precipitation–temperature relationship in East Asian megacities Oh, Seok-Geun; Son, Seok-Woo; Min, Seung-Ki Weather and Climate Extremes, Vol. 34 https://doi.org/10.1016/j.wace.2021.100401	journal	December 2021
Stream Nitrogen Inputs Reflect Groundwater Across a Snowmelt-Dominated Montane to Urban Watershed Hall, Steven J.; Weintraub, Samantha R.; Eiriksson, David Environmental Science & Technology, Vol. 50, Issue 3 https://doi.org/10.1021/acs.est.5b04805	journal	January 2016
Fate of Perfluorinated Carboxylates and Sulfonates During Snowmelt Within an Urban Watershed Meyer, Torsten; De Silva, Amila O.; Spencer, Christine Environmental Science & Technology, Vol. 45, Issue 19 https://doi.org/10.1021/es200106q	journal	June 2011
Surface Urban Heat Island Across 419 Global Big Cities Peng, Shushi; Piao, Shilong; Ciais, Philippe Environmental Science & Technology, Vol. 46, Issue 2 https://doi.org/10.1021/es2030438	journal	December 2011
Role of organic nitrogen in the nitrogen cycle of a high-elevation catchment, Colorado Front Range Williams, Mark W.; Hood, Eran; Caine, Nel Water Resources Research, Vol. 37, Issue 10 https://doi.org/10.1029/2001WR000485	journal	October 2001
Real‐time and retrospective forcing in the North American Land Data Assimilation System (NLDAS) project Cosgrove, Brian A.; Lohmann, Dag; Mitchell, Kenneth E. Journal of Geophysical Research: Atmospheres, Vol. 108, Issue D22 https://doi.org/10.1029/2002JD003118	journal	October 2003
Snow process modeling in the North American Land Data Assimilation System (NLDAS): 1. Evaluation of model‐simulated snow cover extent Sheffield, Justin; Pan, Ming; Wood, Eric F. Journal of Geophysical Research: Atmospheres, Vol. 108, Issue D22 https://doi.org/10.1029/2002JD003274	journal	November 2003
Temperature and pressure dependence of the rain-snow phase transition over land and ocean: RAIN-SNOW PHASE TRANSITION Dai, Aiguo Geophysical Research Letters, Vol. 35, Issue 12 https://doi.org/10.1029/2008GL033295	journal	June 2008
Changes in orographic precipitation patterns caused by a shift from snow to rain: OROGRAPHIC PRECIPITATION PATTERNS Pavelsky, Tamlin M.; Sobolowski, Stefan; Kapnick, Sarah B. Geophysical Research Letters, Vol. 39, Issue 18 https://doi.org/10.1029/2012GL052741	journal	September 2012
Evapotranspiration along an elevation gradient in California's Sierra Nevada: SIERRA NEVADA EVAPOTRANSPIRATION Goulden, M. L.; Anderson, R. G.; Bales, R. C. Journal of Geophysical Research: Biogeosciences, Vol. 117, Issue G3 https://doi.org/10.1029/2012JG002027	journal	September 2012
Strong Intensification of Hourly Rainfall Extremes by Urbanization Li, Yafei; Fowler, Hayley J.; Argüeso, Daniel Geophysical Research Letters, Vol. 47, Issue 14 https://doi.org/10.1029/2020GL088758	journal	July 2020
Potential impacts of a warming climate on water availability in snow-dominated regions Barnett, T. P.; Adam, J. C.; Lettenmaier, D. P. Nature, Vol. 438, Issue 7066 https://doi.org/10.1038/nature04141	journal	November 2005
Strong contributions of local background climate to urban heat islands Zhao, Lei; Lee, Xuhui; Smith, Ronald B. Nature, Vol. 511, Issue 7508 https://doi.org/10.1038/nature13462	journal	July 2014
A precipitation shift from snow towards rain leads to a decrease in streamflow Berghuijs, W. R.; Woods, R. A.; Hrachowitz, M. Nature Climate Change, Vol. 4, Issue 7 https://doi.org/10.1038/nclimate2246	journal	May 2014
Spatial variation of the rain–snow temperature threshold across the Northern Hemisphere Jennings, Keith S.; Winchell, Taylor S.; Livneh, Ben Nature Communications, Vol. 9, Issue 1 https://doi.org/10.1038/s41467-018-03629-7	journal	March 2018
Sensible heat has significantly affected the global hydrological cycle over the historical period Myhre, G.; Samset, B. H.; Hodnebrog, Ø. Nature Communications, Vol. 9, Issue 1 https://doi.org/10.1038/s41467-018-04307-4	journal	May 2018
Projected increases and shifts in rain-on-snow flood risk over western North America Musselman, Keith N.; Lehner, Flavio; Ikeda, Kyoko Nature Climate Change, Vol. 8, Issue 9 https://doi.org/10.1038/s41558-018-0236-4	journal	August 2018
Drought less predictable under declining future snowpack Livneh, Ben; Badger, Andrew M. Nature Climate Change, Vol. 10, Issue 5 https://doi.org/10.1038/s41558-020-0754-8	journal	April 2020
Magnitude of urban heat islands largely explained by climate and population Manoli, Gabriele; Fatichi, Simone; Schläpfer, Markus Nature, Vol. 573, Issue 7772 https://doi.org/10.1038/s41586-019-1512-9	journal	September 2019
Increased Spatial Variability and Intensification of Extreme Monsoon Rainfall due to Urbanization Paul, Supantha; Ghosh, Subimal; Mathew, Micky Scientific Reports, Vol. 8, Issue 1 https://doi.org/10.1038/s41598-018-22322-9	journal	March 2018
Snow occurrence changes over the central and eastern United States under future warming scenarios Ning, Liang; Bradley, Raymond S. Scientific Reports, Vol. 5, Issue 1 https://doi.org/10.1038/srep17073	journal	November 2015
Flip flop of Day-night and Summer-Winter Surface Urban Heat Island Intensity in India Shastri, Hiteshri; Barik, Beas; Ghosh, Subimal Scientific Reports, Vol. 7, Issue 1 https://doi.org/10.1038/srep40178	journal	January 2017
From The Cover: Increased salinization of fresh water in the northeastern United States Kaushal, S. S.; Groffman, P. M.; Likens, G. E. Proceedings of the National Academy of Sciences, Vol. 102, Issue 38 https://doi.org/10.1073/pnas.0506414102	journal	September 2005
Complex response of the forest nitrogen cycle to climate change Bernal, S.; Hedin, L. O.; Likens, G. E. Proceedings of the National Academy of Sciences, Vol. 109, Issue 9 https://doi.org/10.1073/pnas.1121448109	journal	February 2012
The potential for snow to supply human water demand in the present and future Mankin, Justin S.; Viviroli, Daniel; Singh, Deepti Environmental Research Letters, Vol. 10, Issue 11 https://doi.org/10.1088/1748-9326/10/11/114016	journal	November 2015
An overview of regional land-use and land-cover impacts on rainfall Pielke, R. A.; Adegoke, J.; BeltraáN-Przekurat, A. Tellus B: Chemical and Physical Meteorology, Vol. 59, Issue 3 https://doi.org/10.1111/j.1600-0889.2007.00251.x	journal	January 2007
Climate change effects on native fauna of northeastern forestsThis article is one of a selection of papers from NE Forests 2100: A Synthesis of Climate Change Impacts on Forests of the Northeastern US and Eastern Canada. Rodenhouse, Nicholas L.; Christenson, Lynn M.; Parry, Dylan Canadian Journal of Forest Research, Vol. 39, Issue 2 https://doi.org/10.1139/X08-160	journal	February 2009
Observations of the Urban Heat Island Effect in New York City Bornstein, Robert D. Journal of Applied Meteorology, Vol. 7, Issue 4 https://doi.org/10.1175/1520-0450(1968)007<0575:OOTUHI>2.0.CO;2	journal	August 1968
The Use of NOAA AVHRR Data for Assessment of the Urban Heat Island Effect Gallo, K. P.; McNab, A. L.; Karl, T. R. Journal of Applied Meteorology, Vol. 32, Issue 5 https://doi.org/10.1175/1520-0450(1993)032<0899:TUONAD>2.0.CO;2	journal	May 1993
Urban Modification of Freezing-Rain Events Changnon, Stanley A. Journal of Applied Meteorology, Vol. 42, Issue 6 https://doi.org/10.1175/1520-0450(2003)042<0863:UMOFE>2.0.CO;2	journal	June 2003
The NCEP/NCAR 40-Year Reanalysis Project Kalnay, E.; Kanamitsu, M.; Kistler, R. Bulletin of the American Meteorological Society, Vol. 77, Issue 3 https://doi.org/10.1175/1520-0477(1996)077<0437:TNYRP>2.0.CO;2	journal	March 1996
An Investigation of Warm-Season Spatial Rainfall Variability in Oklahoma City: Possible Linkages to Urbanization and Prevailing Wind Hand, Lauren M.; Shepherd, J. Marshall Journal of Applied Meteorology and Climatology, Vol. 48, Issue 2 https://doi.org/10.1175/2008JAMC2036.1	journal	February 2009
Rain-on-Snow Events in the Western United States McCabe, Gregory J.; Clark, Martyn P.; Hay, Lauren E. Bulletin of the American Meteorological Society, Vol. 88, Issue 3 https://doi.org/10.1175/BAMS-88-3-319	journal	March 2007
Impact of Urbanization on the Nature of Precipitation at Toronto, Ontario, Canada Gough, William A. Journal of Applied Meteorology and Climatology, Vol. 60, Issue 4 https://doi.org/10.1175/JAMC-D-20-0179.1	journal	April 2021
Assessing Snow Albedo Feedback in Simulated Climate Change Qu, Xin; Hall, Alex Journal of Climate, Vol. 19, Issue 11 https://doi.org/10.1175/JCLI3750.1	journal	June 2006
Trends in Snowfall versus Rainfall in the Western United States Knowles, Noah; Dettinger, Michael D.; Cayan, Daniel R. Journal of Climate, Vol. 19, Issue 18 https://doi.org/10.1175/JCLI3850.1	journal	September 2006
Assessment of the Timing of Daily Peak Streamflow during the Melt Season in a Snow-Dominated Watershed Chen, Xing; Kumar, Mukesh; Wang, Rui Journal of Hydrometeorology, Vol. 17, Issue 8 https://doi.org/10.1175/JHM-D-15-0152.1	journal	August 2016
Adverse weather conditions and fatal motor vehicle crashes in the United States, 1994-2012 Saha, Shubhayu; Schramm, Paul; Nolan, Amanda Environmental Health, Vol. 15, Issue 1 https://doi.org/10.1186/s12940-016-0189-x	journal	November 2016
Rainfall-induced hydroplaning risk over road infrastructure of the continental USA Salvi, Kaustubh Anil; Kumar, Mukesh PLOS ONE, Vol. 17, Issue 8 https://doi.org/10.1371/journal.pone.0272993	journal	August 2022
Before and after the deluge: rain-on-snow flooding effects on aquatic invertebrate communities of small streams in the Sierra Nevada, California Herbst, David B.; Cooper, Scott D. Journal of the North American Benthological Society, Vol. 29, Issue 4 https://doi.org/10.1899/09-185.1	journal	December 2010
Effect of Environmental Factors on Driver Speed: A Case Study Liang, Wei Lien; Kyte, Michael; Kitchener, Fred Transportation Research Record: Journal of the Transportation Research Board, Vol. 1635, Issue 1 https://doi.org/10.3141/1635-21	journal	January 1998
Urbanization-induced urban heat island and aerosol effects on climate extremes in the Yangtze River Delta region of China Zhong, Shi; Qian, Yun; Zhao, Chun Atmospheric Chemistry and Physics, Vol. 17, Issue 8 https://doi.org/10.5194/acp-17-5439-2017	journal	January 2017
Rain or snow: hydrologic processes, observations, prediction, and research needs Harpold, Adrian A.; Kaplan, Michael L.; Klos, P. Zion Hydrology and Earth System Sciences, Vol. 21, Issue 1 https://doi.org/10.5194/hess-21-1-2017	journal	January 2017
Adverse weather conditions and fatal motor vehicle crashes in the United States, 1994-2012 Saha, Shubhayu; Schramm, Paul; Nolan, Amanda Figshare https://doi.org/10.6084/m9.figshare.c.3621635.v1	collection	January 2016
Global Urban Heat Island (UHI) Data Set, 2013 University, Center For International Earth Science Information Network-CIESIN-Columbia Palisades, NY: NASA Socioeconomic Data and Applications Center (SEDAC) https://doi.org/10.7927/H4H70CRF	dataset	January 2016

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