Snow Analysis

Atmospheric rivers over California

  • January 2021 was the lowest in the 21-year satellite record for average snow-covered area and snow cover days in the western United States.
  • Widespread snowfall blanketed many regions at the end of January, bringing snow-covered area for the current snow year slightly above 2015, the year with the least total snow cover.
  • Relative to average conditions, there was less snow cover in January 2021 than in December 2020 in most large river basins in the western United States, except in the Upper and Lower Colorado basins and the Arkansas-White-Red River basin.
  • Snow water equivalent (SWE) at the end of January was near average in Washington, Arizona, and southern Colorado, but below average at many other locations.
  • In late January, an atmospheric river, which is a long and narrow plume of moisture in the atmosphere, brought large increases in snow cover and SWE in California. However, snow in that state remained below average for this time of year.

Overview of conditions

Table 1. January 2021 Snow Cover in the Western United States, Relative to 21-year Satellite Record

Snow-Covered AreaSquare KilometersSquare MilesRank
2021, Lowest*508,000196,00021
2011, Highest1.24 million479,0001
2001 to 2019, Average936,000361,000--
2020, Last Year813,000314,00014
*Likely biased low because of known issues in near real-time processing

Snow-covered area for January 2021 was the lowest in the 21-year satellite record (Table 1), and only 54 percent of average and 41 percent of the highest year on record, 2011 (Table 2). In nearly every river basin in the western United States except the Arkansas-White-Red, snow-covered area was below average. The Upper and Lower Colorado and Arkansas-White-Red were the only basins that had large enough gains in snow cover to move closer to the average in January. All the other basins tended towards lower snow cover conditions (Table 2). Snow-covered area in the western United States typically peaks in February leaving an opportunity for the current situation to change. However, La Niña combined with atypically dry mid-winter conditions in the northern United States may result in a dry year.

Table 2. Percent of Average Snow Cover in Hydrologic Unit Code 2 (HUC2) Basins

HUC2 RegionPercent of Average, December 2020Percent of Average, January 2021
Pacific Northwest*57 percent44 percent
Great Basin63 percent57 percent
Lower Colorado28 percent30 percent
Upper Colorado72 percent80 percent
Rio Grande97 percent76 percent
Arkansas-White-Red104 percent109 percent
Missouri*35 percent29 percent
California75 percent69 percent
*Likely biased low because of known issues in near real-time processing

Conditions in context

The 2021 water year is on track to have one of the lowest, if not the lowest, snow covers in the 21-year satellite record (Figure 1, left). While a set of widespread storms blanketed much of the western United States in late January, bringing joy to outdoor enthusiasts and a more positive outlook for water managers, the storms did not increase snow cover enough to compensate for the long snow-free periods in November, early December, and early January. Snow-covered area in 2021 remains well below the interquartile range and as of January 31 was nearly equal to the previous annual minimum that occurred in 2015 (Figure 1, left).

Large tracts of the western United States had lower than average January snow cover (Figure 1, right). The negative differences grew both larger and more expansive in January compared to December. Some patterns remained consistent with December. For example, lower elevations had significantly less snow cover than average while the highest elevations neared average. Limited areas in Utah and Colorado had higher than average snow cover (Figure 1, right).

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Figure 1: The left plot shows the total snow-covered area over the western United States in relation to the 20-year satellite data. The map on the right shows the differences between the average year’s snow cover percent and this year's snow cover percent for January, with warmer colors indicating below average snow cover, cooler colors indicating above average snow cover, and white areas indicating no change from average. — Credit: Karl Rittger, Institute of Arctic and Alpine Research and Mary J. Brodzik, National Snow and Ice Data Center

The number of snow cover days from October 1 to January 31 averaged over the western United States continues to set a record low since the start of the satellite record in the 2000 to 2001 water year (Figure 2, left). On the bright side, storms in late January are encouraging and if more follow, snow conditions are likely to improve.

A map of the differences in snow cover days from the average from October 1 to January 31 (Figure 2, right) shows widespread below average snow cover days for the western United States as a whole. A few select areas in northern Washington, northern and eastern Idaho, northwest Montana, and central and eastern Colorado have more snow cover days than average. The La Niña pattern for snow cover days is typically one of more positive values in the north and more negative values in the south. Though this pattern held at the end of December (Figure 1, January 2021 post), it diminished by the end of January with more widespread dry conditions.

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Figure 2: The left plot shows the snow cover days in context with the 20 year-satellite record. The map on the right shows the differences between the average year’s snow cover days and this year’s snow cover days summed from October 1, 2020 to January 31, 2021 with warmer colors indicating below average snow cover days, cooler colors indicating above average snow cover days, and white areas indicating no change from average. — Credit: Karl Rittger, Institute of Arctic and Alpine Research and Mary J. Brodzik, National Snow and Ice Data Center

Across the western United States at the start of January 2021, there was a general north-south pattern in snow water equivalent (SWE)—the amount of water in the form of snowpack—with above average SWE for more northern locations (Figure 3, left). There were some exceptions such as above average SWE in the southern Colorado Rockies, and pockets of below average SWE toward the north in Oregon. Low SWE conditions prevailed at the start of January in the most southern locations, such as the southern Sierra Nevada in California, as well as in Arizona and New Mexico. Broad swaths of the West showed below average SWE on January 1, particularly in the interior regions of Utah, Wyoming, southern Idaho, and northeastern Nevada. These SWE values are expressed relative to the long-term average, but another interesting way to contextualize the data is to view conditions relative to the prevailing winter climate pattern. Our previous post discussed the influence of La Niña on winter SWE patterns, and compared 2020 to 2021 winter SWE to other La Niña winters since the 1980s. Relative to an average La Niña, the start of January 2021 had lower SWE than expected at many locations, with a few isolated areas matching the average La Niña SWE (Washington and western Montana) or exceeding the average La Niña SWE (central Sierra Nevada).

By the end of January 2021, some locations in the western United States maintained similar SWE relative to the long-term average, while others saw a shift toward more or less SWE than average (Figure 3, right). Above-average or near-average SWE was sustained in Washington, the southern Colorado Rockies, and parts of the central Sierra Nevada. Below average SWE persisted in Utah, northern Colorado, Nevada, Wyoming, western South Dakota, and the southern Sierra Nevada. While those regions sustained the previous month’s pattern, from January 26 to 29, a large atmospheric river event, which is a long, narrow plume of moisture in the atmosphere, brought heavy snowfall to the California Sierra Nevada, bringing some stations to near average SWE (see the section below for details). Central Idaho and central Arizona, which started the month with below average SWE, had a more modest uptick in SWE than California. In New Mexico, above average snowfall accumulated in January, which was sufficient to bring northern locations to near-average SWE but insufficient to provide the same boost to the southwestern part of the state. In contrast, a shift from average SWE on January 1 to below average SWE on January 31 occurred broadly throughout the Oregon Cascades, pockets of northern Colorado, northern Idaho, and western Montana.

fig03_jan_normswe.png
Figure 3: The left map shows snow water equivalent (SWE) at monitoring sites at the start of January 2021 and the right map shows SWE at the end of January 2021. SWE is expressed as percent of average conditions at the end of December at each site, with warmer colors indicating below average SWE, or less water, cooler colors indicating above average SWE, or more water, and white areas indicating average SWE. The green shading delineates mountainous areas as represented in Environmental Protection Agency (EPA) data. — Credit: M. Raleigh

Through January, the net change in SWE was positive at nearly all locations, with 98 percent of stations reporting more SWE gain than loss, as expected for mid-winter (Figure 4, left). The largest monthly SWE increases included six inches or more of water equivalent and were concentrated in the Washington Cascades, the California Sierra Nevada, and central and northern ranges in Idaho. While the California atmospheric river event in late January delivered impressive snowfall totals, California was actually second to Washington in terms of station average net increases in SWE during January (Figure 4, right). Modest net increases (less than three inches) in monthly SWE were common in more interior locations, notably central Colorado, central Utah, Wyoming, southwest Montana, South Dakota, and New Mexico.

fig04_monthly_dSWE_with_boxplot.png
Figure 4: The left map shows the net change in snow water equivalent (SWE) in inches during January 2021, with blue indicates a net gain (more snowfall than snowmelt) and red indicates a net loss (more snowmelt than snowfall). Note that the color bars at the bottom are not linear and have different increments across the colors to best visually represent the values in the map. The green shading delineates mountainous areas as represented in Environmental Protection Agency (EPA) data. The right chart shows the monthly change in SWE at the stations in each state (circles), with the state average shown (diamond). Note that stations are not necessarily indicative of the true state average because they are not distributed evenly in space and elevation. — Credit: M. Raleigh

An atmospheric river blasts snow on dry California

In late January 2021, an atmospheric river made landfall in California, bringing heavy snowfall to the Sierra Nevada. An atmospheric river event is a delivery of water vapor along a narrow, long plume resembling a river of moisture in the atmosphere. These events can transport significant moisture from the tropics to the mid-latitudes, such as the western United States. For more information on atmospheric rivers, see this explanation from NOAA. The event that made landfall is reviewed in more detail by the Center for Western Weather and Water Extremes, and received much media attention at the national level.

Satellite estimates of snow cover showed a significant increase in California in response to the late January atmospheric river event (Figure 5). The total snow-covered area increased from 35,500 square kilometers (13,700 square miles) to 55,000 square kilometers (21,200 square miles). This was a 57 percent increase in snow cover over the course of several days. Prior to the atmospheric river, snow cover in California was far below the previous 20-year average, approximately 50 percent of average for mid-January (Figure 5). Following the January 26 to 29 atmospheric river event, California snow cover was approximately 85 percent of the 20-year average at the end of January and within the interquartile range for this time of year. 

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Figure 5: This graph shows total snow-covered area over California in relation to the 20-year satellite data. A notable increase in snow cover occurs in late January with the atmospheric river event, increasing snow cover percent for the state by 35 percent. — Credit: Karl Rittger, Institute of Arctic and Alpine Research and Mary J. Brodzik, National Snow and Ice Data Center

In terms of increases in SWE, the January 26 to 29 atmospheric river was the dominant storm of January 2021 in California (Figure 6). Prior to the late January event, the average increase in SWE across many California stations was 1 inch, delivered earlier in the month around January 5. The next three weeks saw little to no snowfall at most California stations. The atmospheric river event brought on average 5 inches of SWE to California stations, with one station reporting 10 inches of SWE. Keep in mind that SWE is water depth—the increase in snow depth is much higher, on the order of one to several feet. While these increases in SWE were impressive, they were generally not enough to bring many stations to average conditions by the end of January (Figure 3). Much more snow is needed—a few more atmospheric river events like this one would do the trick.

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Figure 6: This graph shows the change in snow water equivalent (SWE) at California stations for the month of January 2021. Most stations showed a very large increase in SWE during the atmospheric river event from January 26 to 29. — Credit: M. Raleigh