New insights into heavy rainfall events
August 26, 2022
Dr. Ray Schmitt
January 25, 2021
This post was co-authored by Ken Westrick (Founder and CEO of Climatics) and Dr. Ray Schmitt (Co-Founder and President of Salient Predictions).
Water availability has become a majorly pressing issue throughout the world, and one that will only become even more urgent going forward. Climate change, growing populations, and competing – and often conflicting – demands for water have combined to increasingly push water availability into the margins. In the US this is most pronounced in the western part of the country, where climate patterns can substantially change year to year, resulting in a boom-or-bust cycle for water-dependent industries.
To better quantify the seasonal-to-annual water risks in the western US, Salient Predictions and Climatics have teamed up to couple Salient’s long-range temperature and precipitation forecasts with Climatics’ site-specific water and energy forecasting capabilities. Salient produces the world’s most accurate seasonal and long-range weather forecasts, which are based on insights into the role of the ocean combined with innovations in machine learning. Jointly, we are developing a new suite of energy products to accurately forecast future supply and demand of wind and solar power, which can be combined with Climatics’ hydropower forecasts for a complete renewable energy forecast. Climatics employs sophisticated hydrology models treating soil moisture, snow pack and local topography in regional watersheds.
As we enter a new year – one with much uncertainty around how the water supply situation will evolve in the western US through next Fall – we’d like to provide a flavor of what we see as likely for two key watersheds.
Currently, our forecasts cover two major western US watershed regions:
Both the CRB and NoCal regions have significant economic risk exposure to low water, affecting everything from hydropower production to agriculture and aquaculture to fresh water supply to wildfire risk.
For the water supply forecasts discussed below, we focus on total volumetric flow for the critical April-September 2021 timeframe for both regions. In addition, because the Columbia system is so large and can experience significant differences in weather across the watershed, we further break this watershed into four smaller regions, as shown in Figure 2 below.
The water supply forecast for the CRB is quite optimistic, with estimates that the April-September flows at the Dalles Dam, a major lower Columbia River dam, will be slightly more than 120% of normal, which equates to a one-in-five-year high flow event. This higher-than-normal summertime flow is due to a much wetter Salient Predictions forecast over much of the Columbia River Basin, especially in the northern and eastern reaches in the January-March 2021 period (Figures 3 and 4 below).
The basin average snow water equivalent over Regions 1 and 2 (Figures 5 and 6 below) reveals a slightly below-average snowpack at the start of 2021, with a recovery passing through normal throughout January, then peaking at roughly 30-40 percent above normal snow water equivalent, with the peak snowpack arriving 2-3 weeks later than normal. One can also glean from the graph that the snow season will be extended by about the same time frame – two to three weeks – good news for late Spring skiers! The later melt equates to a later runoff period, increasing the late Spring and early Summer flows into the Columbia system. Overall, we’re anticipating a positive water supply picture for the CRB, good news for water supply managers (and skiers, too!).
Unfortunately, for the two Northern California watersheds, another ebb water supply year is on the horizon. The expected average April-September flows on the Sacramento and San Joaquin rivers will be about 70% of normal, with slightly more flow in the Sacramento River. More concerning, however, from both an agricultural and wildfire perspective, is the drought situation. We are beginning 2021 with a severe-to-extreme drought over nearly all of northern California (Figure 7 below).
Salient’s temperature and precipitation forecasts also show a continuation of warmer- and drier-than-normal conditions extending throughout 2021, with significantly anomalous conditions next Summer (July 12th-October 10th, shown in Figures 8 and 9 below).
The average soil moisture in the deeper soil layer (Figure 10 below) reveals that there is not a recovery to average in soil water conditions, and we are forecasting the situation next Summer and Fall to again be a one-in-10-year drought event.
The forecasts we show here are directionally consistent with what we would observe in a typical La Niña year, but with much more specificity regarding the geographic and temporal evolution of these patterns, achieved due to Salient’s more accurate weather forecasting and more sophisticated hydrological modeling from Climatics. The CRB will enjoy a more plentiful water supply situation and, unfortunately, the northern California region will see another year of low water flows and a continuation of drought conditions.