Chapter
May 16, 2024

Synoptic Scale Controls on Warm Season Precipitation Deficit in the US Northern Rockies: A Driver of Recent Wildfire Activities

Publication: World Environmental and Water Resources Congress 2024

ABSTRACT

This study aims to better understand the forcing mechanisms of warm season wetting rain in the US Northern Rockies, which was recently reported to be a strong driver of wildfire area burned over the region. The event-based analysis using the Weather Research and Forecasting (WRF) model with the latitudinal atmospheric boundary condition shifting method quantified precipitation responses to increasing Z500 with associated IVT changes over the region. As an average of the three target events, the event cumulative US Northern Rockies-average precipitation decreased by 33.6 mm (SD 2.7 mm) with a Z500 increase of 100 m over the western North America (WNA) region. Composite analysis of Z500 and IVT fields showed that the average Z500 was found to be 83.8 m higher on non-wetting rainy days than the average Z500 on wetting rainy days over the WNA-region (p < 0.001). Furthermore, using the decision tree-based machine learning algorithms, Z500 interannual variability was found to be positively correlated, especially with the central and western sectors of the Northern Pacific SST patterns.

Get full access to this chapter

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

REFERENCES

Holden, Z. A., Swanson, A., Luce, C. H., Jolly, W. M., Maneta, M., Oyler, J. W., Warren, D. A., Parsons, R., and Affleck, D. Decreasing fire season precipitation increased recent western US forest wildfire activity. Proc. Natl. Acad. Sci. USA. 115, E8349–E8357 (2018).
Holden, Z. A., Morgan, P., Crimmins, M. A., Steinhorst, R. K., and Smith, A. M. Fire season precipitation variability influences fire extent and severity in a large southwestern wilderness area, United States. Geophysical Research Letters, 34(16) (2007). https://doi.org/10.1029/2007GL030804.
Abatzoglou, J. T., and Kolden, C. A. Relationships between climate and macroscale area burned in the western United States. Int. J. Wildl. Fire 22, 1003–1020 (2013). https://doi.org/10.1071/WF13019.
Littell, J. S., Mckenzie, D., Peterson, D. L., and Westerling, A. L. Climate and wildfire area burned in western U.S. ecoprovinces, 1916-2003. Ecol. Appl. 19, 1003–1021 (2009). https://doi.org/10.1890/07-1183.1.
Morgan, P., Heyerdahl, E. K., and Gibson, C. E. Multi-season climate synchronized forest fires throughout the 20th century, northern Rockies, USA. Ecology, 89, 717–728 (2008). https://www.jstor.org/stable/27651594.
Wondzell, S. M., and King, J. G. Postfire erosional processes in the Pacific Northwest and Rocky Mountain regions. Forest Ecology and management, 178(1-2), 75–87 (2003).
Goss, M., Swain, D. L., Abatzoglou, J. T., Sarhadi, A., Kolden, C. A., Williams, A. P., and Diffenbaugh, N. S. Climate change is increasing the likelihood of extreme autumn wildfire conditions across California. Environ. Res. Lett. 15 (2020).
Hiraga, Y., and Kavvas, M. L. Hydrological and Meteorological Controls on Large Wildfire Ignition and Burned Area in Northern California during 2017–2020. Fire, 4(4), 90 (2021). https://doi.org/10.3390/fire4040090.
Abatzoglou, J. T. Contribution of cutoff lows to precipitation across the United States. Journal of Applied Meteorology and Climatology, 55(4), 893–899 (2016). https://doi.org/10.1175/JAMC-D-15-0255.1.
Gedalof, Z. E., Peterson, D. L., and Mantua, N. J. Atmospheric, climatic, and ecological controls on extreme wildfire years in the northwestern United States. Ecological Applications, 15(1), 154–174 (2005). https://doi.org/10.1890/03-5116.
Chiodi, A. M., Bond, N. A., Larkin, N. K., and Barbour, R. J. Summertime rainfall events in eastern Washington and Oregon. Weather and Forecasting, 31(5), 1465–1480 (2016). https://doi.org/10.1175/WAF-D-16-0024.1.
Seager, R., and Henderson, N. On the role of tropical ocean forcing of the persistent North American west coast ridge of winter 2013/14. J. Clim. 29, 8027–8049 (2016). https://doi.org/10.1175/JCLI-D-16-0145.1.
Swain, D. L., Singh, D., Horton, D. E., Mankin, J. S., Ballard, T. C., and Diffenbaugh, N. S. Remote Linkages to Anomalous Winter Atmospheric Ridging Over the Northeastern Pacific. J. Geophys. Res. Atmos. 122, 12, 194–12,209 (2017). https://doi.org/10.1002/2017JD026575.
Saha, S., et al. The NCEP climate forecast system reanalysis. Bull. Am. Meteorol. Soc. 91, 1015–1057 (2010). https://doi.org/10.1175/2010BAMS3001.1.
Huang, B., Banzon, V. F., Freeman, E., Lawrimore, J., Liu, W., Peterson, T. C., Smith, T. M., Thorne, P. W., Woodruff, S. D., and Zhang, H. M. Extended reconstructed sea surface temperature version 4 (ERSST.v4). Part I: Upgrades and intercomparisons. J. Clim. 28, 911–930 (2015). https://doi.org/10.1175/JCLI-D-14-00006.1.
Eidenshink, J., Schwind, B., Brewer, K., Zhu, Z.-L., Quayle, B., and Howard, S. A Project for Monitoring Trends in Burn Severity. Fire Ecol. 3, 3–21 (2007). https://doi.org/10.4996/fireecology.0301003.
Daly, C., et al. Physiographically sensitive mapping of climatological temperature and precipitation across the conterminous United States. Int. J. Climatol. 28, 2031–2064 (2008).
Teng, H., and Branstator, G. Causes of extreme ridges that induce California droughts. Journal of Climate, 30(4), 1477–1492 (2017). https://doi.org/10.1175/JCLI-D-16-0524.1.
Skamarock, W. C., et al. A Description of the Advanced Research WRF Version 3. (2008). https://doi.org/10.5065/D6DZ069T.
Gutmann, E. D., Rasmussen, R. M., Liu, C., Ikeda, K., Gochis, D. J., Clark, M. P., Dudhia, J., and Thompson, G. A comparison of statistical and dynamical downscaling of winter precipitation over complex terrain. Journal of Climate, 25(1), 262–281 (2012).
Hiraga, Y., Iseri, Y., Warner, M. D., Frans, C. D., Duren, A. M., England, J. F., and Kavvas, M. L. Estimation of Long-duration Maximum Precipitation during a winter season for large basins dominated by Atmospheric Rivers using a Numerical Weather Model. J.Hydrol. 598, 126224 (2021). https://doi.org/10.1016/j.jhydrol.2021.126224.
Hiraga, Y., Iseri, Y., Warner, M. D., Frans, C. D., Duren, A. M., England, J. F., and Kavvas, M. L. Comparison of Numerical Weather Model-based Precipitation Maximization methods: Moisture optimization method, Storm transposition method, and their combination. J. Hydrol. Eng. 28 (2023a). https://doi.org/10.1061/(ASCE)HE.1943-5584.0002234.
Hiraga, Y., Iseri, Y., Warner, M. D., Duren, A. M., England, J. F., Frans, C. D., and Kavvas, L. 2023b. Maximization of Precipitation Sequences during wintertime in the Columbia River Basin and its analysis. Journal of JSCE Special issue (Hydraulic Engineering), Vol.12, No.2 (in press, 2023b).
Ohara, N., Kavvas, M. L., Kure, S., Chen, Z., Jang, S., and Tan, E. Physically based estimation of maximum precipitation over American River Watershed, California. J. Hydrol. Eng. 16, 351–361 (2011). https://doi.org/10.1061/(ASCE)HE.1943-5584.0000324.
Ishida, K., Kavvas, M. L., Jang, S., Chen, Z. Q., Ohara, N., and Anderson, M. L. Physically based estimation of maximum precipitation over three watersheds in Northern California: Atmospheric boundary condition shifting. J. Hydrol. Eng. 20 (2015).
Geurts, P., Ernst, D., and Wehenkel, L. Extremely randomized trees. Machine learning, 63, 3–42 (2006).

Information & Authors

Information

Published In

Go to World Environmental and Water Resources Congress 2024
World Environmental and Water Resources Congress 2024
Pages: 207 - 220

History

Published online: May 16, 2024

Permissions

Request permissions for this article.

ASCE Technical Topics:

Authors

Affiliations

Yusuke Hiraga, Ph.D. [email protected]
1Dept. of Civil and Environmental Engineering, Tohoku Univ., Sendai, Japan; Dept. of Civil and Environmental Engineering, Univ. of California, Davis, Davis, CA. Email: [email protected]
M. Levent Kavvas, Ph.D, F.ASCE [email protected]
2Dept. of Civil and Environmental Engineering, Univ. of California, Davis, Davis, CA. Email: [email protected]

Metrics & Citations

Metrics

Citations

Download citation

If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.

View Options

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Paper
$35.00
Add to cart
Buy E-book
$286.00
Add to cart

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Paper
$35.00
Add to cart
Buy E-book
$286.00
Add to cart

Media

Figures

Other

Tables

Share

Share

Copy the content Link

Share with email

Email a colleague

Share