October 15, 2023

October 15, 2023

Ebbs and Flows: the Western US Water Outlook for 2021

Dr. Ray Schmitt

·
·

5

min read

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.

Two Current Critical Forecast Regions

untitled image
Figure 1: Map of forecast regions, including the Columbia River Basin (CRB) and northern California (NoCal) watersheds

Currently, our forecasts cover two major western US watershed regions:

  1. The Columbia River Basin (CRB), encompassing seven US States and one Canadian Province; with over 400 dams it is the largest hydropower production region in North America. Our forecast region includes all the area upstream of the Dalles Dam, which is located east of Portland, Oregon.
  2. The two major watersheds in northern California (NoCal), including the Sacramento and San Joaquin rivers, which include a major portion of California’s hydropower production as well as key agricultural 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.

untitled image
Figure 2: Detail map showing the CRB sub-regions

Columbia River Basin Forecast

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).

untitled image
Figure 3: Salient's precipitation forecast (as percent of normal) for the western US from January 18 to February 14, 2021
untitled image
Figure 4: Salient's precipitation forecast (as mm/day variation from normal) for the western US from February 15 to March 14, 2021

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!).

untitled image
Figure 5: Average snow water equivalent forecast for CRB Region 1
untitled image
Figure 6: Average snow water equivalent forecast for CRB Region 2

Northern California Forecast

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).

untitled image
Figure 7: California drought status as of January 5, 2021 (Source: droughtmonitor.unl.edu)

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).

untitled image
Figure 8: Salient's precipitation forecasts (as percent of normal) for July 12 to October 10, 2021
untitled image
Figure 9: Salient's temperature forecast (as degrees C variation from normal) for the western US from July 19 to October 17, 2021

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.

untitled image
Figure 10: Average soil moisture forecast for northern California watersheds

Forecast Conclusions

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.

Share

October 15, 2023

October 15, 2023

Ebbs and Flows: the Western US Water Outlook for 2021

Dr. Ray Schmitt

·

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.

Two Current Critical Forecast Regions

untitled image
Figure 1: Map of forecast regions, including the Columbia River Basin (CRB) and northern California (NoCal) watersheds

Currently, our forecasts cover two major western US watershed regions:

  1. The Columbia River Basin (CRB), encompassing seven US States and one Canadian Province; with over 400 dams it is the largest hydropower production region in North America. Our forecast region includes all the area upstream of the Dalles Dam, which is located east of Portland, Oregon.
  2. The two major watersheds in northern California (NoCal), including the Sacramento and San Joaquin rivers, which include a major portion of California’s hydropower production as well as key agricultural 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.

untitled image
Figure 2: Detail map showing the CRB sub-regions

Columbia River Basin Forecast

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).

untitled image
Figure 3: Salient's precipitation forecast (as percent of normal) for the western US from January 18 to February 14, 2021
untitled image
Figure 4: Salient's precipitation forecast (as mm/day variation from normal) for the western US from February 15 to March 14, 2021

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!).

untitled image
Figure 5: Average snow water equivalent forecast for CRB Region 1
untitled image
Figure 6: Average snow water equivalent forecast for CRB Region 2

Northern California Forecast

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).

untitled image
Figure 7: California drought status as of January 5, 2021 (Source: droughtmonitor.unl.edu)

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).

untitled image
Figure 8: Salient's precipitation forecasts (as percent of normal) for July 12 to October 10, 2021
untitled image
Figure 9: Salient's temperature forecast (as degrees C variation from normal) for the western US from July 19 to October 17, 2021

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.

untitled image
Figure 10: Average soil moisture forecast for northern California watersheds

Forecast Conclusions

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.

About Salient

Salient combines ocean and land-surface data with machine learning and climate expertise to deliver accurate and reliable subseasonal-to-seasonal weather forecasts and industry insights—two to 52 weeks in advance. Bringing together leading experts in physical oceanography, climatology and the global water cycle, machine learning, and AI, Salient helps enterprise clients improve resiliency, increase preparedness, and make better decisions in the face of a rapidly changing climate. Learn more at www.salientpredictions.com and follow on LinkedIn and X.

Share

Contact:
No items found.
Validation Toolkit for Salient Forecasts
Insights

Validation Toolkit for Salient Forecasts

November 20, 2024

Salient Awarded NOAA and NSF Grants for Additional Research in Water Availability and Extreme Temperature Forecasting
Press Releases

Salient Awarded NOAA and NSF Grants for Additional Research in Water Availability and Extreme Temperature Forecasting

November 12, 2024

Subseasonal Forecasting of Peak Winter Electricity Demand With Weather Regimes
Insights

Subseasonal Forecasting of Peak Winter Electricity Demand With Weather Regimes

November 7, 2024

Salient Acceleration Services

Our scientific and business experts love collaborating with customers to accelerate new analytics, and uncover new ways to leverage the world’s most accurate forecasts. Together, we’ll help your organization drive profitability—and be better prepared for the future.

Contact Us