Climate Change Indicators in the United States: High and Low Temperatures
www.epa.gov/climatechange/indicators - Updated June 2015

High and Low Temperatures

This indicator describes trends in unusually hot and cold temperatures across the United States.
Background

Unusually hot or cold temperatures can result in prolonged extreme weather events like summer heat
waves or winter cold spells. Heat waves can lead to illness and death, particularly among older adults,
the very young, and other vulnerable groups (see the Heat-Related Deaths indicator). People can also
die from exposure to extreme cold (hypothermia). In addition, prolonged exposure to excessive heat
and cold can damage crops and injure or kill livestock. Extreme heat can lead to power outages as heavy
demands for air conditioning strain the power grid, while extremely cold weather increases the need for
heating fuel.

Record-setting daily temperatures, heat waves, and cold spells are a natural part of day-to-day variation
in weather. However, as the Earth's climate warms overall, heat waves are expected to become more
frequent, longer, and more intense.1,2 Higher heat index values (which combine temperature and
humidity to describe perceived temperature) are expected to increase discomfort and aggravate health
issues. Conversely, cold spells are expected to decrease. In most locations, scientists expect daily
minimum temperatures—which typically occur at night—to become warmer at a faster rate than daily
maximum temperatures.3 This change will provide less opportunity to cool off and recover from daytime
heat.

About the Indicator

This indicator examines trends in unusual temperatures from several perspectives:

•	The size and frequency of prolonged heat wave events (Figure 1).

•	Unusually hot summer temperatures and cold winter temperatures nationwide (Figures 2 and

•	The change in the number of days with unusually hot and cold temperatures at individual
weather stations (Figures 4 and 5).

•	Changes in record high and low temperatures (Figure 6).

The data come from thousands of weather stations across the United States. National patterns can be
determined by dividing the country into a grid and examining the data for one station in each cell of the
grid. This method ensures that the results are not biased toward regions that happen to have many
stations close together.

Figure 1 shows the U.S. Annual Heat Wave Index, which tracks the occurrence of heat wave conditions
across the contiguous 48 states from 1895 to 2014. While there is no universal definition of a heat wave,

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Climate Change Indicators in the United States: High and Low Temperatures
www.epa.gov/climatechange/indicators - Updated June 2015

this index defines a heat wave as a period lasting at least four days with an average temperature that
would only be expected to occur once every 10 years, based on the historical record. The index value for
a given year depends on how often heat waves occur and how widespread they are.

Figures 2 and 3 show trends in the percentage of the country's area experiencing unusually hot
temperatures in the summer and unusually cold temperatures in the winter. These graphs are based on
daily maximum temperatures, which usually occur during the day, and daily minimum temperatures,
which usually occur at night. At each station, the recorded highs and lows are compared with the full set
of historical records. After averaging over a particular month or season of interest, the coldest 10
percent of years are considered "unusually cold" and the warmest 10 percent are "unusually hot." For
example, if last year's summer highs were the 10th warmest on record for a particular location with
more than 100 years of data, that year's summer highs would be considered unusually warm. Data are
available from 1910 to 2014 for summer (June through August) and from 1911 to 2015 for winter
(December of the previous year through February).

Figures 4 and 5 show how trends in unusually hot and cold daily temperatures throughout the year vary
by location. These maps cover 1,115 weather stations that have operated since 1948. Figure 4 was
created by reviewing all daily maximum temperatures from 1948 to 2014 and identifying the 95th
percentile temperature (a temperature that one would only expect to exceed in five days out of every
100) at each station. Next, for each year, the total number of days with maximum temperatures higher
than the 95th percentile (that is, unusually hot days) was determined. The map shows how the total
number of unusually hot days per year at each station has changed over time. Figure 5 is similar except
that it looks at unusually cold days, based on the 5th percentile of daily minimum temperatures.

Many people are familiar with record daily high and low temperatures, which are frequently mentioned
in weather reports. Figure 6 depicts trends in these records by comparing the number of record-setting
highs with the number of record-setting lows by decade. These data come from a set of weather
stations that have collected data consistently since 1950.

•	Heat waves in the 1930s remain the most severe heat waves in the U.S. historical record (see
Figure 1). The spike in Figure 1 reflects extreme, persistent heat waves in the Great Plains region
during a period known as the "Dust Bowl." Poor land use practices and many years of intense
drought contributed to these heat waves by depleting soil moisture and reducing the
moderating effects of evaporation.4

•	Nationwide, unusually hot summer days (highs) have become more common over the last few
decades (see Figure 2). The occurrence of unusually hot summer nights (lows) has increased at
an even faster rate. This trend indicates less "cooling off" at night.

Key Points

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Climate Change Indicators in the United States: High and Low Temperatures
www.epa.gov/climatechange/indicators - Updated June 2015

•	The 20th century had many winters with widespread patterns of unusually low temperatures,
including a particularly large spike in the late 1970s (see Figure 3). Since the 1980s, though,
unusually cold winter temperatures have become less common—particularly very cold nights
(lows).

•	The two maps show where changes in the number of days with unusually hot (above the 95th
percentile) and cold (below the 5th percentile) days have occurred since 1948. Unusually high
temperatures have increased in the western United States and in several areas along the Gulf
and Atlantic coasts, but decreased in much of the middle of the country (see Figure 4). The
number of unusually cold days has generally decreased throughout the country, particularly in
the western United States (see Figure 5).

•	If the climate were completely stable, one might expect to see highs and lows each accounting
for about 50 percent of the records set. However, since the 1970s, record-setting daily high
temperatures have become more common than record lows across the United States (see
Figure 6). The most recent decade had twice as many record highs as record lows.

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Year

This figure shows the annual values of the U.S. Heat Wave Index from 1895 to 2014. These data cover
the contiguous 48 states. Interpretation: An index value of 0.2 (for example) could mean that 20 percent
of the country experienced one heat wave, 10 percent of the country experienced two heat waves, or
some other combination of frequency and area resulted in this value.

Data source: Kunkel, 2015s

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Figure 2. Area of the Contiguous 48 States with Unusually Hot Summer
Temperatures, 1910-2014

Climate Change Indicators in the United States: High and Low Temperatures

www.epa.gov/climatechange/indicators - Updated June 2015

1910 1920 1930 1940 1950 1960 1970 1980 1990 2000 2010 2020

Year

This graph shows the percentage of the land area of the contiguous 48 states with unusually hot daily
high and low temperatures during the months of June, July, and August. The thin lines represent
individual years, while the thick lines show a nine-year weighted average. Red lines represent daily highs,
while orange lines represent daily lows. The term "unusual" in this case is based on the long-term
average conditions at each location.

Data source: NQAA, 2015s

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Climate Change Indicators in the United States: High and Low Temperatures

www.epa.gov/climatechange/indicators - Updated June 2015

Figure 3. Area of the Contiguous 48 States with Unusually Cold Winter
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This graph shows the percentage of the land area of the contiguous 48 states with unusually cold daily
high and low temperatures during the months of December, January, and February. The thin lines
represent individual years, while the thick lines show a nine-year weighted average. Blue lines represent
daily highs, while purple lines represent daily lows. The term "unusual" in this case is based on the long-
term average conditions at each location.

Data source: NQAA, 20157

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oEPA

Climate Change Indicators in the United States: High and Low Temperatures

www.epa.gov/climatechange/indicators - Updated June 2015

Figure 4. Change in Unusually Hot Temperatures in the Contiguous
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This map shows trends in unusually hot temperatures at individual weather stations that have operated
consistently since 1948. In this case, the term "unusually hot" refers to a daily maximum temperature
that is hotter than the 95th percentile temperature during the 1948-2014 period. Thus, the maximum
temperature on a particular day at a particular station would be considered "unusually hot" if it falls
within the warmest 5 percent of measurements at that station during the 1948-2014 period. The map
shows changes in the total number of days per year that were hotter than the 95th percentile. Red
upward-pointing symbols show where these unusually hot days are becoming more common. Blue
downward-pointing symbols show where unusually hot days are becoming less common.

Data source: NQAA, 2015s

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oEPA

Climate Change Indicators in the United States: High and Low Temperatures

www.epa.gov/climatechange/indicators - Updated June 2015

Figure 5. Change in Unusually Cold Temperatures in the Contiguous
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This map shows trends in unusually cold temperatures at individual weather stations that have operated
consistently since 1948. In this case, the term "unusually cold" refers to a daily minimum temperature
that is colder than the 5th percentile temperature during the 1948-2014 period. Thus, the minimum
temperature on a particular day at a particular station would be considered "unusually cold" if it falls
within the coldest 5 percent of measurements at that station during the 1948-2014 period. The map
shows changes in the total number of days per year that were colder than the 5th percentile. Blue
upward-pointing symbols show where these unusually cold days are becoming more common. Red
downward-pointing symbols show where unusually cold days are becoming less common.

Data source: NQAA, 20159

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Climate Change Indicators in the United States: High and Low Temperatures
www.epa.gov/climatechange/indicators - Updated June 2015

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Figure 6, Record Daily High and Low Temperatures in the Contiguous
48 States, 1950-2009

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Decade

This figure shows the percentage of daily temperature records set at weather stations across the
contiguous 48 states by decade. Record highs (red) are compared with record lows (blue).

Data source: Meehl et al., 200910
Indicator Notes

Temperature data are less certain for the early part of the 20th century because fewer stations were
operating at that time. In addition, measuring devices and methods have changed over time, and some
stations have moved. The data have been adjusted to the extent possible to account for some of these
influences and biases, however, and these uncertainties are not sufficient to change the fundamental
trends shown in the figures.

Data Sources

The data for this indicator are based on measurements from weather stations managed by the National
Oceanic and Atmospheric Administration. Figure 1 uses data from the National Weather Service
Cooperative Observer Network. Figures 2 and 3 come from the U.S. Climate Extremes Index, which is
based on a smaller group of long-term weather stations that are tracked by the National Centers for
Environmental Information and referred to as the U.S. Historical Climatology Network. Figures 4 and 5
use data from a somewhat larger set of stations tracked by the National Centers for Environmental
Information, known as the Global Historical Climatology Network. Figure 6 uses National Weather

&EPA

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Climate Change Indicators in the United States: High and Low Temperatures
www.epa.gov/climatechange/indicators - Updated June 2015

Service data processed by Meehl et al. (2009).11 All of these weather station records are available online
at: www.ncdc.noaa.gov, and information about the Climate Extremes Index can be found
at: www.ncdc.noaa.gov/extremes/cei.

1	Melillo, J.M., T.C. Richmond, and G.W. Yohe (eds.). 2014. Climate change impacts in the United States: The third
National Climate Assessment. U.S. Global Change Research Program, http://nca2014.globalchange.gov.

2	National Research Council. 2011. Climate stabilization targets: Emissions, concentrations, and impacts over
decades to millennia. Washington, DC: National Academies Press.

3	IPCC (Intergovernmental Panel on Climate Change). 2013. Climate change 2013: The physical science basis.
Working Group I contribution to the IPCC Fifth Assessment Report. Cambridge, United Kingdom: Cambridge
University Press, www.ipcc.ch/report/ar5/wgl.

4	CCSP (U.S. Climate Change Science Program). 2008. Synthesis and Assessment Product 3.3: Weather and climate
extremes in a changing climate, www.globalchange.gov/browse/reports/sap-33-weather-and-climate-extremes-
changing-climate.

5	Kunkel, K. 2015. Updated version of Figure 2.3 in: CCSP (U.S. Climate Change Science Program). 2008. Synthesis
and Assessment Product 3.3: Weather and climate extremes in a changing climate.
www.globalchange.gov/browse/reports/sap-33-weather-and-climate-extremes-changing-climate.

6	NOAA (National Oceanic and Atmospheric Administration). 2015. U.S. Climate Extremes Index. Accessed March
2015. www.ncdc.noaa.gov/extremes/cei.

7	NOAA (National Oceanic and Atmospheric Administration). 2015. U.S. Climate Extremes Index. Accessed May
2015. www.ncdc.noaa.gov/extremes/cei.

8	NOAA (National Oceanic and Atmospheric Administration). 2015. National Centers for Environmental
Information. Accessed June 2015. www.ncdc.noaa.gov.

9	NOAA (National Oceanic and Atmospheric Administration). 2015. National Centers for Environmental
Information. Accessed June 2015. www.ncdc.noaa.gov.

10	Meehl, G. A., C. Tebaldi, G. Walton, D. Easterling, and L. McDaniel. 2009. Relative increase of record high
maximum temperatures compared to record low minimum temperatures in the U.S. Geophys. Res. Lett.
36:L23701.

11	Meehl, G. A., C. Tebaldi, G. Walton, D. Easterling, and L. McDaniel. 2009. Relative increase of record high
maximum temperatures compared to record low minimum temperatures in the U.S. Geophys. Res. Lett.

36:L23701.

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