Hub Nexus
Updated

AuthorNo author yetClaim it

See something to improve? Propose a change.

Support

A house flooded almost to its roofline, a spruce tree standing in the water

Minot, North Dakota, in the 2011 flood. USGS.

The bottom line

Flood risk in the Souris River Basin will stay high until its current wet climate state ends. While it lasts:

EventChance in any yearChance over the next 10 years
Another flood like 2011 (or bigger)about 0.2 percentabout 2 percent
Inflows exceeding the annual capacity of Rafferty Reservoir, the main flood-control structure for downstream towns3 percentabout 30 percent

The 2011 flood

  • The basin: 61,000 square kilometers in Saskatchewan, Manitoba and North Dakota.
  • The rain: record rains in May and June 2011.
  • The peak: 762 cubic meters per second at the USGS gage above Minot, N. Dak. — more than twice any earlier recorded peak and more than five times the estimated 100-year flow since regulation (142).
  • The damage: in Minot, more than 4,000 homes flooded and 11,000 people were evacuated.

Map of the Souris River Basin across Saskatchewan, Manitoba and North Dakota, with its reservoirs and Minot, beside the Assiniboine, Devils Lake and Red River basins

The Souris River Basin and its neighbors. USGS.

Upstream of Minot the river is regulated by three reservoirs in Saskatchewan and one in North Dakota:

ReservoirRegulation began
Rafferty1991
Boundary1958
Alameda1992
Lake Darling (N. Dak.)constructed 1936

Four aerial photographs of reservoir dams releasing floodwater through their spillways

The four reservoirs on June 23, 2011: Rafferty (A), Boundary (B), Alameda (C) and Lake Darling (D). USGS.

Floodwater surrounding trees and a small building in a town

Aerial view of fields, roads and farm buildings under brown floodwater

The Souris River in flood, 2011. USGS.

Building the model

The Souris River Basin Task Force asked the USGS, with the North Dakota State Water Commission, to build a model estimating the odds of future floods and droughts. It had four parts.

1. Past climate

Tree rings, analyzed statistically, stretched precipitation records back to the early 1700s — "hindcasting" — using five clusters of weather stations with similar precipitation.

  • Seasons: runoff depends heavily on season, so the year was split into three 4-month seasons: November–February, March–June and July–October.
  • A shift: in cluster 5, summer and fall precipitation stepped up in the late 1970s, matching earlier studies.

Map of the basin region divided into five shaded clusters of meteorological stations

The five clusters of weather stations used in the tree-ring analysis. USGS.

Chart of modeled and observed July–October precipitation since the 1700s, marking extreme wet and dry periods, the drought of the 1930s, and the current wet period

Modeled (tree-ring) and observed 12-year average precipitation for southern Manitoba and southeastern Saskatchewan, July–October. USGS.

2. Future climate

The extended records and measured weather data fed a stochastic climate model — a statistical simulator of precipitation, temperature and potential evapotranspiration (evaporation plus plants' transpiration).

It found a step trend around 1970: 1912–69 was a dry climate state and 1970–2011 a wet one — matching nearby Devils Lake Basin, which also alternates between wet and dry.

3. Streamflow

A water-balance model turned simulated climate into monthly natural streamflow — flow as it would be without the four reservoirs. It tracks water coming in (rain and snow) and going out (runoff, subsurface flow and evapotranspiration). A routing model then moved the flows through the basin.

Schematic of the water-balance model: precipitation as rain or snowpack, snowmelt, soil moisture capacity and surplus, evapotranspiration, and overland, snowmelt and subsurface runoff

How the water-balance model works. USGS.

4. Will it flood again?

Combining the climate model with the basin-response models gave a stochastic streamflow model. It generated 100 possible futures of 100 years each — 10,000 simulated years.

Chart of simulated 10-day streamflow over a 100-year run, 50 wet years then 50 dry, against median, 90th-percentile and maximum annual peaks

One simulated century below Rafferty Reservoir: 50 wet years, then 50 dry. USGS.

Two sets of odds: flood-frequency curves normally assume the odds are the same every year. The Souris basin's alternating climate means there are two equilibrium curves — one for the wet state, one for the dry.

At the site representing inflows to Rafferty Reservoir, what matters is each year's total volume rather than the instantaneous peak. In 2011 the inflow was about twice the reservoir's 633 million cubic meters of storage; spillways ran at full capacity and the reservoir could no longer control outflow. That gives the odds in the table above.

Frequency curves of annual streamflow volume into Rafferty Reservoir for wet and dry climates, with observed years as points and 2011 far above the reservoir's capacity line

Annual inflow volume by exceedance probability, wet (1970–2011) and dry (1912–69) states; 2011 stands out above Rafferty's capacity. USGS.

When will it end? Past data say the wet state will give way to a dry one — but when is uncertain.

Sources

Based on 2011 Souris River Flood — Will It Happen Again?, USGS Fact Sheet 2016–3073, prepared with the North Dakota State Water Commission, U.S. Geological Survey (DOI), summarizing Kolars and others (2016, USGS Scientific Investigations Report 2015–5185) and Ryberg and others (2016), and citing Garbrecht and Rossel (2002), Shapely and others (2005), Vecchia (2008) and Small and Islam (2008); a work of the United States government in the public domain. Figures and photographs come from the fact sheet's PDF; its screenshot of an online story map is left out.

LanguagesEnglish

Licence: CC0 1.0 (public domain) · Adapted from pubs.usgs.gov

1

0

0

0

Spinner Logo

Comments

Spinner Logo
Version: 2CC0 1.0 — public domain
The runaway star that left the Tarantula Nebula
Version: 2CC0 1.0 — public domain
The Blackwell School, where segregation had no law behind it
Version: 2CC0 1.0 — public domain
The Eagle Nebula, seen in the infrared
Version: 2CC0 1.0 — public domain
The house where the Equal Rights Amendment was written
Version: 2CC0 1.0 — public domain
The Aleutians, the forgotten front of the Second World War
Version: 2CC0 1.0 — public domain
The Cosmic Cliffs are not cliffs