tsgettoolbox.tsgettoolbox.ncei_normal_ann¶
- tsgettoolbox.tsgettoolbox.ncei_normal_ann(stationid)¶
global:station::A: NCEI annual normals
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The 1981-2010 Normals comprise all climate normals using the thirty year period of temperature, degree days, precipitation, snowfall, snow depth, wind, etc. Data is organized into hourly, daily, monthly, seasonal and annual. This document describes the elements and layout of the Seasonal and Annual Normals which are derived from a composite of climate records from numerous sources that were merged and then subjected to a suite of quality assurance reviews.
flags accompany every normals value and indicate the completeness of the data record used to compute each value, accounting for methodological differences for different product classes. There are six flag options described generally below. Due to methodological differences, the flags are applied somewhat differently between the temperature-based normals and the precipitation-based normals. For the precipitation-based and hourly normals, the following flags were assigned independently for each normals value reported based on number of years available for that individual calculation. For temperature-based normals, strong precedence is given to the monthly normals of maximum and minimum temperature or derived from the flags for these two variables.
Code
Description
C
complete (all 30 years used)
S
standard (no more than 5 years missing and no more than 3 consecutive years missing among the sufficiently complete years)
R
representative (observed record utilized incomplete, but value was scaled or based on filled values to be representative of the full period of record)
P
provisional (at least 10 years used, but not sufficiently complete to be labeled as standard or representative). Also used for parameter values on February 29 as well as for interpolated daily precipitation, snowfall, and snow depth percentiles.
Q
quasi-normal (at least 2 years per month, but not sufficiently complete to be labeled as provisional or any other higher flag code. The associated value was computed using a pseudo-normals approach or derived from monthly pseudo-normals.
Blank
the data value is reported as a special value (see section B under III. Additional Information below).
Note: flags Q and R aren’t applicable to average number of days with different precipitation, snowfall, and snow depth threshold exceedance; precipitation/snowfall/snow probabilities of occurrence. Further, Q flags are not applicable for standard deviations.
The following table lists the datatypes available for the annual dataset. Not all of these are available at all stations.
Code
Description
ANN-CLDD-BASExx
Average annual cooling degree days where xx is the base in degree F. ‘xx’ can be one of 45, 50, 57, 60, 65, 70, 72
ANN-CLDD-NORMAL
Average annual cooling degree days with base 65F
ANN-DUTR-NORMAL
Average annual diurnal temperature range
ANN-GRDD-BASExx
Average annual growing degree days where xx is the base in degree F. ‘xx’ can be one of 40, 45, 50, 55, 57, 60, 65, 70, 72.
ANN-GRDD-TB4886
Average annual growing degree days with truncated bases 48F and 86F
ANN-GRDD-TB5086
Average annual growing degree days with truncated bases 50F and 86F
ANN-HTDD-BASE40
Average annual heating degree days with base 40F
ANN-HTDD-BASE45
Average annual heating degree days with base 45F
ANN-HTDD-BASE50
Average annual heating degree days with base 50F
ANN-HTDD-BASE55
Average annual heating degree days with base 55F
ANN-HTDD-BASE57
Average annual heating degree days with base 57F
ANN-HTDD-BASE60
Average annual heating degree days with base 60F
ANN-HTDD-NORMAL
Average annual heating degree days with base 65F
ANN-PRCP-AVGNDS-GE001HI
Average number of days during the year with precipitation >= 0.01 in
ANN-PRCP-AVGNDS-GE010HI
Average number of days during the year with precipitation >= 0.10 in
ANN-PRCP-AVGNDS-GE050HI
Average number of days during the year with precipitation >= 0.50 in
ANN-PRCP-AVGNDS-GE100HI
Average number of days during the year with precipitation >= 1.00 in
ANN-PRCP-NORMAL
Average annual precipitation totals
ANN-SNOW-AVGNDS-GE001TI
Average number of days during the year with snowfall >= 0.1 in
ANN-SNOW-AVGNDS-GE010TI
Average number of days during the year with snowfall >= 1.0 in
ANN-SNOW-AVGNDS-GE030TI
Average number of days during the year with snowfall >= 3.0 in
ANN-SNOW-AVGNDS-GE050TI
Average number of days during the year with snowfall >= 5.0 in
ANN-SNOW-AVGNDS-GE100TI
Average number of days during the year with snowfall >= 10.0 in
ANN-SNOW-NORMAL
Average annual snowfall totals
ANN-SNWD-AVGNDS-GE001WI
Average number of days during the year with snow depth >= 1 inch
ANN-SNWD-AVGNDS-GE003WI
Average number of days during the year with snow depth >= 3 in
ANN-SNWD-AVGNDS-GE005WI
Average number of days during the year with snow depth >=5 in
ANN-SNWD-AVGNDS-GE010WI
Average number of days during the year with snow depth >=10 in
ANN-TAVG-NORMAL
Average annual average temperature
ANN-TMAX-AVGNDS-GRTH040
Average number of days per year where tmax is greater than or equal to 40F
ANN-TMAX-AVGNDS-GRTH050
Average number of days per year where tmax is greater than or equal to 50F
ANN-TMAX-AVGNDS-GRTH060
Average number of days per year where tmax is greater than or equal to 60F
ANN-TMAX-AVGNDS-GRTH070
Average number of days per year where tmax is greater than or equal to 70F
ANN-TMAX-AVGNDS-GRTH080
Average number of days per year where tmax is greater than or equal to 80F
ANN-TMAX-AVGNDS-GRTH090
Average number of days per year where tmax is greater than or equal to 90F
ANN-TMAX-AVGNDS-GRTH100
Average number of days per year where tmax is greater than or equal to 100F
ANN-TMAX-AVGNDS-LSTH032
Average number of days per year where tmax is less than or equal to 32F
ANN-TMAX-NORMAL
Average annual maximum temperature
ANN-TMIN-AVGNDS-LSTH000
Average number of days per year where tmin is less than or equal to 0F
ANN-TMIN-AVGNDS-LSTH010
Average number of days per year where tmin is less than or equal to 10F
ANN-TMIN-AVGNDS-LSTH020
Average number of days per year where tmin is less than or equal to 20F
ANN-TMIN-AVGNDS-LSTH032
Average number of days per year where tmin is less than or equal to 32F
ANN-TMIN-AVGNDS-LSTH040
Average number of days per year where tmin is less than or equal to 40F
ANN-TMIN-AVGNDS-LSTH050
Average number of days per year where tmin is less than or equal to 50F
ANN-TMIN-AVGNDS-LSTH060
Average number of days per year where tmin is less than or equal to 60F
ANN-TMIN-AVGNDS-LSTH070
Average number of days per year where tmin is less than or equal to 70F
ANN-TMIN-NORMAL
Average annual minimum temperature
ANN-TMIN-PRBFST-T16FP10
10 percent probability date of first 16F occurrence or earlier
ANN-TMIN-PRBFST-T16FP20
20 percent probability date of first 16F occurrence or earlier
ANN-TMIN-PRBFST-T16FP30
30 percent probability date of first 16F occurrence or earlier
ANN-TMIN-PRBFST-T16FP40
40 percent probability date of first 16F occurrence or earlier
ANN-TMIN-PRBFST-T16FP50
50 percent probability date of first 16F occurrence or earlier
ANN-TMIN-PRBFST-T16FP60
60 percent probability date of first 16F occurrence or earlier
ANN-TMIN-PRBFST-T16FP70
70 percent probability date of first 16F occurrence or earlier
ANN-TMIN-PRBFST-T16FP80
80 percent probability date of first 16F occurrence or earlier
ANN-TMIN-PRBFST-T16FP90
90 percent probability date of first 16F occurrence or earlier
ANN-TMIN-PRBFST-T20FP10
10 percent probability date of first 20F occurrence or earlier
ANN-TMIN-PRBFST-T20FP20
20 percent probability date of first 20F occurrence or earlier
ANN-TMIN-PRBFST-T20FP30
30 percent probability date of first 20F occurrence or earlier
ANN-TMIN-PRBFST-T20FP40
40 percent probability date of first 20F occurrence or earlier
ANN-TMIN-PRBFST-T20FP50
50 percent probability date of first 20F occurrence or earlier
ANN-TMIN-PRBFST-T20FP60
60 percent probability date of first 20F occurrence or earlier
ANN-TMIN-PRBFST-T20FP70
70 percent probability date of first 20F occurrence or earlier
ANN-TMIN-PRBFST-T20FP80
80 percent probability date of first 20F occurrence or earlier
ANN-TMIN-PRBFST-T20FP90
90 percent probability date of first 20F occurrence or earlier
ANN-TMIN-PRBFST-T24FP10
10 percent probability date of first 24F occurrence or earlier
ANN-TMIN-PRBFST-T24FP20
20 percent probability date of first 24F occurrence or earlier
ANN-TMIN-PRBFST-T24FP30
30 percent probability date of first 24F occurrence or earlier
ANN-TMIN-PRBFST-T24FP40
40 percent probability date of first 24F occurrence or earlier
ANN-TMIN-PRBFST-T24FP50
50 percent probability date of first 24F occurrence or earlier
ANN-TMIN-PRBFST-T24FP60
60 percent probability date of first 24F occurrence or earlier
ANN-TMIN-PRBFST-T24FP70
70 percent probability date of first 24F occurrence or earlier
ANN-TMIN-PRBFST-T24FP80
80 percent probability date of first 24F occurrence or earlier
ANN-TMIN-PRBFST-T24FP90
90 percent probability date of first 24F occurrence or earlier
ANN-TMIN-PRBFST-T28FP10
10 percent probability date of first 28F occurrence or earlier
ANN-TMIN-PRBFST-T28FP20
20 percent probability date of first 28F occurrence or earlier
ANN-TMIN-PRBFST-T28FP30
30 percent probability date of first 28F occurrence or earlier
ANN-TMIN-PRBFST-T28FP40
40 percent probability date of first 28F occurrence or earlier
ANN-TMIN-PRBFST-T28FP50
50 percent probability date of first 28F occurrence or earlier
ANN-TMIN-PRBFST-T28FP60
60 percent probability date of first 28F occurrence or earlier
ANN-TMIN-PRBFST-T28FP70
70 percent probability date of first 28F occurrence or earlier
ANN-TMIN-PRBFST-T28FP80
80 percent probability date of first 28F occurrence or earlier
ANN-TMIN-PRBFST-T28FP90
90 percent probability date of first 28F occurrence or earlier
ANN-TMIN-PRBFST-T32FP10
10 percent probability date of first 32F occurrence or earlier
ANN-TMIN-PRBFST-T32FP20
20 percent probability date of first 32F occurrence or earlier
ANN-TMIN-PRBFST-T32FP30
30 percent probability date of first 32F occurrence or earlier
ANN-TMIN-PRBFST-T32FP40
40 percent probability date of first 32F occurrence or earlier
ANN-TMIN-PRBFST-T32FP50
50 percent probability date of first 32F occurrence or earlier
ANN-TMIN-PRBFST-T32FP60
60 percent probability date of first 32F occurrence or earlier
ANN-TMIN-PRBFST-T32FP70
70 percent probability date of first 32F occurrence or earlier
ANN-TMIN-PRBFST-T32FP80
80 percent probability date of first 32F occurrence or earlier
ANN-TMIN-PRBFST-T32FP90
90 percent probability date of first 32F occurrence or earlier
ANN-TMIN-PRBFST-T36FP10
10 percent probability date of first 36F occurrence or earlier
ANN-TMIN-PRBFST-T36FP20
20 percent probability date of first 36F occurrence or earlier
ANN-TMIN-PRBFST-T36FP30
30 percent probability date of first 36F occurrence or earlier
ANN-TMIN-PRBFST-T36FP40
40 percent probability date of first 36F occurrence or earlier
ANN-TMIN-PRBFST-T36FP50
50 percent probability date of first 36F occurrence or earlier
ANN-TMIN-PRBFST-T36FP60
60 percent probability date of first 36F occurrence or earlier
ANN-TMIN-PRBFST-T36FP70
70 percent probability date of first 36F occurrence or earlier
ANN-TMIN-PRBFST-T36FP80
80 percent probability date of first 36F occurrence or earlier
ANN-TMIN-PRBFST-T36FP90
90 percent probability date of first 36F occurrence or earlier
ANN-TMIN-PRBGSL-T16FP10
10 percent probability of 16F growing season length or longer
ANN-TMIN-PRBGSL-T16FP20
20 percent probability of 16F growing season length or longer
ANN-TMIN-PRBGSL-T16FP30
30 percent probability of 16F growing season length or longer
ANN-TMIN-PRBGSL-T16FP40
40 percent probability of 16F growing season length or longer
ANN-TMIN-PRBGSL-T16FP50
50 percent probability of 16F growing season length or longer
ANN-TMIN-PRBGSL-T16FP60
60 percent probability of 16F growing season length or longer
ANN-TMIN-PRBGSL-T16FP70
70 percent probability of 16F growing season length or longer
ANN-TMIN-PRBGSL-T16FP80
80 percent probability of 16F growing season length or longer
ANN-TMIN-PRBGSL-T16FP90
90 percent probability of 16F growing season length or longer
ANN-TMIN-PRBGSL-T20FP10
10 percent probability of 20F growing season length or longer
ANN-TMIN-PRBGSL-T20FP20
20 percent probability of 20F growing season length or longer
ANN-TMIN-PRBGSL-T20FP30
30 percent probability of 20F growing season length or longer
ANN-TMIN-PRBGSL-T20FP40
40 percent probability of 20F growing season length or longer
ANN-TMIN-PRBGSL-T20FP50
50 percent probability of 20F growing season length or longer
ANN-TMIN-PRBGSL-T20FP60
60 percent probability of 20F growing season length or longer
ANN-TMIN-PRBGSL-T20FP70
70 percent probability of 20F growing season length or longer
ANN-TMIN-PRBGSL-T20FP80
80 percent probability of 20F growing season length or longer
ANN-TMIN-PRBGSL-T20FP90
90 percent probability of 20F growing season length or longer
ANN-TMIN-PRBGSL-T24FP10
10 percent probability of 24F growing season length or longer
ANN-TMIN-PRBGSL-T24FP20
20 percent probability of 24F growing season length or longer
ANN-TMIN-PRBGSL-T24FP30
30 percent probability of 24F growing season length or longer
ANN-TMIN-PRBGSL-T24FP40
40 percent probability of 24F growing season length or longer
ANN-TMIN-PRBGSL-T24FP50
50 percent probability of 24F growing season length or longer
ANN-TMIN-PRBGSL-T24FP60
60 percent probability of 24F growing season length or longer
ANN-TMIN-PRBGSL-T24FP70
70 percent probability of 24F growing season length or longer
ANN-TMIN-PRBGSL-T24FP80
80 percent probability of 24F growing season length or longer
ANN-TMIN-PRBGSL-T24FP90
90 percent probability of 24F growing season length or longer
ANN-TMIN-PRBGSL-T28FP10
10 percent probability of 28F growing season length or longer
ANN-TMIN-PRBGSL-T28FP20
20 percent probability of 28F growing season length or longer
ANN-TMIN-PRBGSL-T28FP30
30 percent probability of 28F growing season length or longer
ANN-TMIN-PRBGSL-T28FP40
40 percent probability of 28F growing season length or longer
ANN-TMIN-PRBGSL-T28FP50
50 percent probability of 28F growing season length or longer
ANN-TMIN-PRBGSL-T28FP60
60 percent probability of 28F growing season length or longer
ANN-TMIN-PRBGSL-T28FP70
70 percent probability of 28F growing season length or longer
ANN-TMIN-PRBGSL-T28FP80
80 percent probability of 28F growing season length or longer
ANN-TMIN-PRBGSL-T28FP90
90 percent probability of 28F growing season length or longer
ANN-TMIN-PRBGSL-T32FP10
10 percent probability of 32F growing season length or longer
ANN-TMIN-PRBGSL-T32FP20
20 percent probability of 32F growing season length or longer
ANN-TMIN-PRBGSL-T32FP30
30 percent probability of 32F growing season length or longer
ANN-TMIN-PRBGSL-T32FP40
40 percent probability of 32F growing season length or longer
ANN-TMIN-PRBGSL-T32FP50
50 percent probability of 32F growing season length or longer
ANN-TMIN-PRBGSL-T32FP60
60 percent probability of 32F growing season length or longer
ANN-TMIN-PRBGSL-T32FP70
70 percent probability of 32F growing season length or longer
ANN-TMIN-PRBGSL-T32FP80
80 percent probability of 32F growing season length or longer
ANN-TMIN-PRBGSL-T32FP90
90 percent probability of 32F growing season length or longer
ANN-TMIN-PRBGSL-T36FP10
10 percent probability of 36F growing season length or longer
ANN-TMIN-PRBGSL-T36FP20
20 percent probability of 36F growing season length or longer
ANN-TMIN-PRBGSL-T36FP30
30 percent probability of 36F growing season length or longer
ANN-TMIN-PRBGSL-T36FP40
40 percent probability of 36F growing season length or longer
ANN-TMIN-PRBGSL-T36FP50
50 percent probability of 36F growing season length or longer
ANN-TMIN-PRBGSL-T36FP60
60 percent probability of 36F growing season length or longer
ANN-TMIN-PRBGSL-T36FP70
70 percent probability of 36F growing season length or longer
ANN-TMIN-PRBGSL-T36FP80
80 percent probability of 36F growing season length or longer
ANN-TMIN-PRBGSL-T36FP90
90 percent probability of 36F growing season length or longer
ANN-TMIN-PRBLST-T16FP10
10 percent probability date of last 16F occurrence or later
ANN-TMIN-PRBLST-T16FP20
20 percent probability date of last 16F occurrence or later
ANN-TMIN-PRBLST-T16FP30
30 percent probability date of last 16F occurrence or later
ANN-TMIN-PRBLST-T16FP40
40 percent probability date of last 16F occurrence or later
ANN-TMIN-PRBLST-T16FP50
50 percent probability date of last 16F occurrence or later
ANN-TMIN-PRBLST-T16FP60
60 percent probability date of last 16F occurrence or later
ANN-TMIN-PRBLST-T16FP70
70 percent probability date of last 16F occurrence or later
ANN-TMIN-PRBLST-T16FP80
80 percent probability date of last 16F occurrence or later
ANN-TMIN-PRBLST-T16FP90
90 percent probability date of last 16F occurrence or later
ANN-TMIN-PRBLST-T20FP10
10 percent probability date of last 20F occurrence or later
ANN-TMIN-PRBLST-T20FP20
20 percent probability date of last 20F occurrence or later
ANN-TMIN-PRBLST-T20FP30
30 percent probability date of last 20F occurrence or later
ANN-TMIN-PRBLST-T20FP40
40 percent probability date of last 20F occurrence or later
ANN-TMIN-PRBLST-T20FP50
50 percent probability date of last 20F occurrence or later
ANN-TMIN-PRBLST-T20FP60
60 percent probability date of last 20F occurrence or later
ANN-TMIN-PRBLST-T20FP70
70 percent probability date of last 20F occurrence or later
ANN-TMIN-PRBLST-T20FP80
80 percent probability date of last 20F occurrence or later
ANN-TMIN-PRBLST-T20FP90
90 percent probability date of last 20F occurrence or later
ANN-TMIN-PRBLST-T24FP10
10 percent probability date of last 24F occurrence or later
ANN-TMIN-PRBLST-T24FP20
20 percent probability date of last 24F occurrence or later
ANN-TMIN-PRBLST-T24FP30
30 percent probability date of last 24F occurrence or later
ANN-TMIN-PRBLST-T24FP40
40 percent probability date of last 24F occurrence or later
ANN-TMIN-PRBLST-T24FP50
50 percent probability date of last 24F occurrence or later
ANN-TMIN-PRBLST-T24FP60
60 percent probability date of last 24F occurrence or later
ANN-TMIN-PRBLST-T24FP70
70 percent probability date of last 24F occurrence or later
ANN-TMIN-PRBLST-T24FP80
80 percent probability date of last 24F occurrence or later
ANN-TMIN-PRBLST-T24FP90
90 percent probability date of last 24F occurrence or later
ANN-TMIN-PRBLST-T28FP10
10 percent probability date of last 28F occurrence or later
ANN-TMIN-PRBLST-T28FP20
20 percent probability date of last 28F occurrence or later
ANN-TMIN-PRBLST-T28FP30
30 percent probability date of last 28F occurrence or later
ANN-TMIN-PRBLST-T28FP40
40 percent probability date of last 28F occurrence or later
ANN-TMIN-PRBLST-T28FP50
50 percent probability date of last 28F occurrence or later
ANN-TMIN-PRBLST-T28FP60
60 percent probability date of last 28F occurrence or later
ANN-TMIN-PRBLST-T28FP70
70 percent probability date of last 28F occurrence or later
ANN-TMIN-PRBLST-T28FP80
80 percent probability date of last 28F occurrence or later
ANN-TMIN-PRBLST-T28FP90
90 percent probability date of last 28F occurrence or later
ANN-TMIN-PRBLST-T32FP10
10 percent probability date of last 32F occurrence or later
ANN-TMIN-PRBLST-T32FP20
20 percent probability date of last 32F occurrence or later
ANN-TMIN-PRBLST-T32FP30
30 percent probability date of last 32F occurrence or later
ANN-TMIN-PRBLST-T32FP40
40 percent probability date of last 32F occurrence or later
ANN-TMIN-PRBLST-T32FP50
50 percent probability date of last 32F occurrence or later
ANN-TMIN-PRBLST-T32FP60
60 percent probability date of last 32F occurrence or later
ANN-TMIN-PRBLST-T32FP70
70 percent probability date of last 32F occurrence or later
ANN-TMIN-PRBLST-T32FP80
80 percent probability date of last 32F occurrence or later
ANN-TMIN-PRBLST-T32FP90
90 percent probability date of last 32F occurrence or later
ANN-TMIN-PRBLST-T36FP10
10 percent probability date of last 36F occurrence or later
ANN-TMIN-PRBLST-T36FP20
20 percent probability date of last 36F occurrence or later
ANN-TMIN-PRBLST-T36FP30
30 percent probability date of last 36F occurrence or later
ANN-TMIN-PRBLST-T36FP40
40 percent probability date of last 36F occurrence or later
ANN-TMIN-PRBLST-T36FP50
50 percent probability date of last 36F occurrence or later
ANN-TMIN-PRBLST-T36FP60
60 percent probability date of last 36F occurrence or later
ANN-TMIN-PRBLST-T36FP70
70 percent probability date of last 36F occurrence or later
ANN-TMIN-PRBLST-T36FP80
80 percent probability date of last 36F occurrence or later
ANN-TMIN-PRBLST-T36FP90
90 percent probability date of last 36F occurrence or later
ANN-TMIN-PRBOCC-LSTH016
probability of 16F or below at least once in the year
ANN-TMIN-PRBOCC-LSTH020
probability of 20F or below at least once in the year
ANN-TMIN-PRBOCC-LSTH024
probability of 24F or below at least once in the year
ANN-TMIN-PRBOCC-LSTH028
probability of 28F or below at least once in the year
ANN-TMIN-PRBOCC-LSTH032
probability of 32F or below at least once in the year
ANN-TMIN-PRBOCC-LSTH036
probability of 36F or below at least once in the year
DJF-CLDD-BASE45
Average winter cooling degree days with base 45F
DJF-CLDD-BASE50
Average winter cooling degree days with base 50F
DJF-CLDD-BASE55
Average winter cooling degree days with base 55F
DJF-CLDD-BASE57
Average winter cooling degree days with base 57F
DJF-CLDD-BASE60
Average winter cooling degree days with base 60F
DJF-CLDD-BASE70
Average winter cooling degree days with base 70F
DJF-CLDD-BASE72
Average winter cooling degree days with base 72F
DJF-CLDD-NORMAL
Average winter cooling degree days with base 65F
DJF-DUTR-NORMAL
Average winter diurnal temperature range
DJF-GRDD-BASE40
Average winter growing degree days with base 40F
DJF-GRDD-BASE45
Average winter growing degree days with base 45F
DJF-GRDD-BASE50
Average winter growing degree days with base 50F
DJF-GRDD-BASE55
Average winter growing degree days with base 55F
DJF-GRDD-BASE57
Average winter growing degree days with base 57F
DJF-GRDD-BASE60
Average winter growing degree days with base 60F
DJF-GRDD-BASE65
Average winter growing degree days with base 65F
DJF-GRDD-BASE70
Average winter growing degree days with base 70F
DJF-GRDD-BASE72
Average winter growing degree days with base 72F
DJF-GRDD-TB4886
Average winter growing degree days with truncated bases 48F and 86F
DJF-GRDD-TB5086
Average winter growing degree days with truncated bases 50F and 86F
DJF-HTDD-BASE40
Average winter heating degree days with base 40F
DJF-HTDD-BASE45
Average winter heating degree days with base 45F
DJF-HTDD-BASE50
Average winter heating degree days with base 50F
DJF-HTDD-BASE55
Average winter heating degree days with base 55F
DJF-HTDD-BASE57
Average winter heating degree days with base 57F
DJF-HTDD-BASE60
Average winter heating degree days with base 60F
DJF-HTDD-NORMAL
Average winter heating degree days with base 65F
DJF-PRCP-AVGNDS-GE001HI
Average number of days during December- February with precipitation >= 0.01 in
DJF-PRCP-AVGNDS-GE010HI
Average number of days during December- February with precipitation >= 0.10 in
DJF-PRCP-AVGNDS-GE050HI
Average number of days during December- February with precipitation >= 0.50 in
DJF-PRCP-AVGNDS-GE100HI
Average number of days during December- February with precipitation >= 1.00 in
DJF-PRCP-NORMAL
Average seasonal precipitation totals for December- February
DJF-SNOW-AVGNDS-GE001TI
Average number of days during December- February with snowfall >= 0.1 in
DJF-SNOW-AVGNDS-GE010TI
Average number of days during December- February with snowfall >= 1.0 in
DJF-SNOW-AVGNDS-GE030TI
Average number of days during December- February with snowfall >= 3.0 in
DJF-SNOW-AVGNDS-GE050TI
Average number of days during December- February with snowfall >= 5.0 in
DJF-SNOW-AVGNDS-GE100TI
Average number of days during December- February with snowfall >= 10.0 in
DJF-SNOW-NORMAL
Average seasonal snowfall totals for December- February
DJF-SNWD-AVGNDS-GE001WI
Average number of days during December- February with snow depth >= 1 inch
DJF-SNWD-AVGNDS-GE003WI
Average number of days during December- February with snow depth >= 3 in
DJF-SNWD-AVGNDS-GE005WI
Average number of days during December- February with snow depth >= 5 in
DJF-SNWD-AVGNDS-GE010WI
Average number of days during December- February with snow depth >= 10 in
DJF-TAVG-NORMAL
Average winter average temperature
DJF-TMAX-AVGNDS-GRTH040
Average number of days per winter where tmax is greater than or equal to 40F
DJF-TMAX-AVGNDS-GRTH050
Average number of days per winter where tmax is greater than or equal to 50F
DJF-TMAX-AVGNDS-GRTH060
Average number of days per winter where tmax is greater than or equal to 60F
DJF-TMAX-AVGNDS-GRTH070
Average number of days per winter where tmax is greater than or equal to 70F
DJF-TMAX-AVGNDS-GRTH080
Average number of days per winter where tmax is greater than or equal to 80F
DJF-TMAX-AVGNDS-GRTH090
Average number of days per winter where tmax is greater than or equal to 90F
DJF-TMAX-AVGNDS-GRTH100
Average number of days per winter where tmax is greater than or equal to 100F
DJF-TMAX-AVGNDS-LSTH032
Average number of days per winter where tmax is less than or equal to 32F
DJF-TMAX-NORMAL
Average winter maximum temperature
DJF-TMIN-AVGNDS-LSTH000
Average number of days per winter where tmin is less than or equal to 0F
DJF-TMIN-AVGNDS-LSTH010
Average number of days per winter where tmin is less than or equal to 10F
DJF-TMIN-AVGNDS-LSTH020
Average number of days per winter where tmin is less than or equal to 20F
DJF-TMIN-AVGNDS-LSTH032
Average number of days per winter where tmin is less than or equal to 32F
DJF-TMIN-AVGNDS-LSTH040
Average number of days per winter where tmin is less than or equal to 40F
DJF-TMIN-AVGNDS-LSTH050
Average number of days per winter where tmin is less than or equal to 50F
DJF-TMIN-AVGNDS-LSTH060
Average number of days per winter where tmin is less than or equal to 60F
DJF-TMIN-AVGNDS-LSTH070
Average number of days per winter where tmin is less than or equal to 70F
DJF-TMIN-NORMAL
Average winter minimum temperature
JJA-CLDD-BASE45
Average summer cooling degree days with base 45F
JJA-CLDD-BASE50
Average summer cooling degree days with base 50F
JJA-CLDD-BASE55
Average summer cooling degree days with base 55F
JJA-CLDD-BASE57
Average summer cooling degree days with base 57F
JJA-CLDD-BASE60
Average summer cooling degree days with base 60F
JJA-CLDD-BASE70
Average summer cooling degree days with base 70F
JJA-CLDD-BASE72
Average summer cooling degree days with base 72F
JJA-CLDD-NORMAL
Average summer cooling degree days with base 65F
JJA-DUTR-NORMAL
Average summer diurnal temperature range
JJA-GRDD-BASE40
Average summer growing degree days with base 40F
JJA-GRDD-BASE45
Average summer growing degree days with base 45F
JJA-GRDD-BASE50
Average summer growing degree days with base 50F
JJA-GRDD-BASE55
Average summer growing degree days with base 55F
JJA-GRDD-BASE57
Average summer growing degree days with base 57F
JJA-GRDD-BASE60
Average summer growing degree days with base 60F
JJA-GRDD-BASE65
Average summer growing degree days with base 65F
JJA-GRDD-BASE70
Average summer growing degree days with base 70F
JJA-GRDD-BASE72
Average summer growing degree days with base 72F
JJA-GRDD-TB4886
Average summer growing degree days with truncated bases 48F and 86F
JJA-GRDD-TB5086
Average summer growing degree days with truncated bases 50F and 86F
JJA-HTDD-BASE40
Average summer heating degree days with base 40F
JJA-HTDD-BASE45
Average summer heating degree days with base 45F
JJA-HTDD-BASE50
Average summer heating degree days with base 50F
JJA-HTDD-BASE55
Average summer heating degree days with base 55F
JJA-HTDD-BASE57
Average summer heating degree days with base 57F
JJA-HTDD-BASE60
Average summer heating degree days with base 60F
JJA-HTDD-NORMAL
Average summer heating degree days with base 65F
JJA-PRCP-AVGNDS-GE001HI
Average number of days during June-August with precipitation >= 0.01 in
JJA-PRCP-AVGNDS-GE010HI
Average number of days during June-August with precipitation >= 0.10 in
JJA-PRCP-AVGNDS-GE050HI
Average number of days during June-August with precipitation >= 0.50 in
JJA-PRCP-AVGNDS-GE100HI
Average number of days during June-August with precipitation >= 1.00 in
JJA-PRCP-NORMAL
Average seasonal precipitation totals for June- August
JJA-SNOW-AVGNDS-GE001TI
Average number of days during June-August with snowfall >= 0.1 in
JJA-SNOW-AVGNDS-GE010TI
Average number of days during June-August with snowfall >= 1.0 in
JJA-SNOW-AVGNDS-GE030TI
Average number of days during June-August with snowfall >= 3.0 in
JJA-SNOW-AVGNDS-GE050TI
Average number of days during June-August with snowfall >= 5.0 in
JJA-SNOW-AVGNDS-GE100TI
Average number of days during June-August with snowfall >= 10.0 in
JJA-SNOW-NORMAL
Average seasonal snowfall totals for June- August
JJA-SNWD-AVGNDS-GE001WI
Average number of days during June-August with snow depth >= 1 inch
JJA-SNWD-AVGNDS-GE003WI
Average number of days during June-August with snow depth >= 3 in
JJA-SNWD-AVGNDS-GE005WI
Average number of days during June-August with snow depth >= 5 in
JJA-SNWD-AVGNDS-GE010WI
Average number of days during June-August with snow depth >= 10 in
JJA-TAVG-NORMAL
Average summer average temperature
JJA-TMAX-AVGNDS-GRTH040
Average number of days per summer where tmax is greater than or equal to 40F
JJA-TMAX-AVGNDS-GRTH050
Average number of days per summer where tmax is greater than or equal to 50F
JJA-TMAX-AVGNDS-GRTH060
Average number of days per summer where tmax is greater than or equal to 60F
JJA-TMAX-AVGNDS-GRTH070
Average number of days per summer where tmax is greater than or equal to 70F
JJA-TMAX-AVGNDS-GRTH080
Average number of days per summer where tmax is greater than or equal to 80F
JJA-TMAX-AVGNDS-GRTH090
Average number of days per summer where tmax is greater than or equal to 90F
JJA-TMAX-AVGNDS-GRTH100
Average number of days per summer where tmax is greater than or equal to 100F
JJA-TMAX-AVGNDS-LSTH032
Average number of days per summer where tmax is less than or equal to 32F
JJA-TMAX-NORMAL
Average summer maximum temperature
JJA-TMIN-AVGNDS-LSTH000
Average number of days per summer where tmin is less than or equal to 0F
JJA-TMIN-AVGNDS-LSTH010
Average number of days per summer where tmin is less than or equal to 10F
JJA-TMIN-AVGNDS-LSTH020
Average number of days per summer where tmin is less than or equal to 20F
JJA-TMIN-AVGNDS-LSTH032
Average number of days per summer where tmin is less than or equal to 32F
JJA-TMIN-AVGNDS-LSTH040
Average number of days per summer where tmin is less than or equal to 40F
JJA-TMIN-AVGNDS-LSTH050
Average number of days per summer where tmin is less than or equal to 50F
JJA-TMIN-AVGNDS-LSTH060
Average number of days per summer where tmin is less than or equal to 60F
JJA-TMIN-AVGNDS-LSTH070
Average number of days per summer where tmin is less than or equal to 70F
JJA-TMIN-NORMAL
Average summer minimum temperature
MAM-CLDD-BASE45
Average spring cooling degree days with base 45F
MAM-CLDD-BASE50
Average spring cooling degree days with base 50F
MAM-CLDD-BASE55
Average spring cooling degree days with base 55F
MAM-CLDD-BASE57
Average spring cooling degree days with base 57F
MAM-CLDD-BASE60
Average spring cooling degree days with base 60F
MAM-CLDD-BASE70
Average spring cooling degree days with base 70F
MAM-CLDD-BASE72
Average spring cooling degree days with base 72F
MAM-CLDD-NORMAL
Average spring cooling degree days with base 65F
MAM-DUTR-NORMAL
Average spring diurnal temperature range
MAM-GRDD-BASE40
Average spring growing degree days with base 40F
MAM-GRDD-BASE45
Average spring growing degree days with base 45F
MAM-GRDD-BASE50
Average spring growing degree days with base 50F
MAM-GRDD-BASE55
Average spring growing degree days with base 55F
MAM-GRDD-BASE57
Average spring growing degree days with base 57F
MAM-GRDD-BASE60
Average spring growing degree days with base 60F
MAM-GRDD-BASE65
Average spring growing degree days with base 65F
MAM-GRDD-BASE70
Average spring growing degree days with base 70F
MAM-GRDD-BASE72
Average spring growing degree days with base 72F
MAM-GRDD-TB4886
Average summer growing degree days with truncated bases 48F and 86F
MAM-GRDD-TB5086
Average summer growing degree days with truncated bases 50F and 86F
MAM-HTDD-BASE40
Average spring heating degree days with base 40F
MAM-HTDD-BASE45
Average spring heating degree days with base 45F
MAM-HTDD-BASE50
Average spring heating degree days with base 50F
MAM-HTDD-BASE55
Average spring heating degree days with base 55F
MAM-HTDD-BASE57
Average spring heating degree days with base 57F
MAM-HTDD-BASE60
Average spring heating degree days with base 60F
MAM-HTDD-NORMAL
Average spring heating degree days with base 65F
MAM-PRCP-AVGNDS-GE001HI
Average number of days during March-May with precipitation >= 0.01 in
MAM-PRCP-AVGNDS-GE010HI
Average number of days during March-May with precipitation >= a 0.10 in
MAM-PRCP-AVGNDS-GE050HI
Average number of days during March-May with precipitation >= 0.50 in
MAM-PRCP-AVGNDS-GE100HI
Average number of days during March-May with precipitation >= 1.00 in
MAM-PRCP-NORMAL
Average seasonal precipitation totals for March- May
MAM-SNOW-AVGNDS-GE001TI
Average number of days during March-May with snowfall >= 0.1 in
MAM-SNOW-AVGNDS-GE010TI
Average number of days during March-May with snowfall >= 1.0 in
MAM-SNOW-AVGNDS-GE030TI
Average number of days during March-May with snowfall >= 3.0 in
MAM-SNOW-AVGNDS-GE050TI
Average number of days during March-May with snowfall >= 5.0 in
MAM-SNOW-AVGNDS-GE100TI
Average number of days during March-May with snowfall >= 10.0 in
MAM-SNOW-NORMAL
Average seasonal snowfall totals for March- May
MAM-SNWD-AVGNDS-GE001WI
Average number of days during March-May with snow depth >= 1 inch
MAM-SNWD-AVGNDS-GE003WI
Average number of days during March-May with snow depth >= 3 in
MAM-SNWD-AVGNDS-GE005WI
Average number of days during March-May with snow depth >= 5 in
MAM-SNWD-AVGNDS-GE010WI
Average number of days during March-May with snow depth >= 10 in
MAM-TAVG-NORMAL
Average spring average temperature
MAM-TMAX-AVGNDS-GRTH040
Average number of days per spring where tmax is greater than or equal to 40F
MAM-TMAX-AVGNDS-GRTH050
Average number of days per spring where tmax is greater than or equal to 50F
MAM-TMAX-AVGNDS-GRTH060
Average number of days per spring where tmax is greater than or equal to 60F
MAM-TMAX-AVGNDS-GRTH070
Average number of days per spring where tmax is greater than or equal to 70F
MAM-TMAX-AVGNDS-GRTH080
Average number of days per spring where tmax is greater than or equal to 80F
MAM-TMAX-AVGNDS-GRTH090
Average number of days per spring where tmax is greater than or equal to 90F
MAM-TMAX-AVGNDS-GRTH100
Average number of days per spring where tmax is greater than or equal to 100F
MAM-TMAX-AVGNDS-LSTH032
Average number of days per spring where tmax is less than or equal to 32F
MAM-TMAX-NORMAL
Average spring maximum temperature
MAM-TMIN-AVGNDS-LSTH000
Average number of days per spring where tmin is less than or equal to 0F
MAM-TMIN-AVGNDS-LSTH010
Average number of days per spring where tmin is less than or equal to 10F
MAM-TMIN-AVGNDS-LSTH020
Average number of days per spring where tmin is less than or equal to 20F
MAM-TMIN-AVGNDS-LSTH032
Average number of days per spring where tmin is less than or equal to 32F
MAM-TMIN-AVGNDS-LSTH040
Average number of days per spring where tmin is less than or equal to 40F
MAM-TMIN-AVGNDS-LSTH050
Average number of days per spring where tmin is less than or equal to 50F
MAM-TMIN-AVGNDS-LSTH060
Average number of days per spring where tmin is less than or equal to 60F
MAM-TMIN-AVGNDS-LSTH070
Average number of days per spring where tmin is less than or equal to 70F
MAM-TMIN-NORMAL
Average spring minimum temperature
SON-CLDD-BASE45
Average autumn cooling degree days with base 45F
SON-CLDD-BASE50
Average autumn cooling degree days with base 50F
SON-CLDD-BASE55
Average autumn cooling degree days with base 55F
SON-CLDD-BASE57
Average autumn cooling degree days with base 57F
SON-CLDD-BASE60
Average autumn cooling degree days with base 60F
SON-CLDD-BASE70
Average autumn cooling degree days with base 70F
SON-CLDD-BASE72
Average autumn cooling degree days with base 72F
SON-CLDD-NORMAL
Average autumn cooling degree days with base 65F
SON-DUTR-NORMAL
Average autumn diurnal temperature range
SON-GRDD-BASE40
Average fall growing degree days with base 40F
SON-GRDD-BASE45
Average fall growing degree days with base 45F
SON-GRDD-BASE50
Average fall growing degree days with base 50F
SON-GRDD-BASE55
Average fall growing degree days with base 55F
SON-GRDD-BASE57
Average fall growing degree days with base 57F
SON-GRDD-BASE60
Average fall growing degree days with base 60F
SON-GRDD-BASE65
Average fall growing degree days with base 65F
SON-GRDD-BASE70
Average fall growing degree days with base 70F
SON-GRDD-BASE72
Average fall growing degree days with base 72F
SON-GRDD-TB4886
Average summer growing degree days with truncated bases 48F and 86F
SON-GRDD-TB5086
Average summer growing degree days with truncated bases 50F and 86F
SON-HTDD-BASE40
Average autumn heating degree days with base 40F
SON-HTDD-BASE45
Average autumn heating degree days with base 45F
SON-HTDD-BASE50
Average autumn heating degree days with base 50F
SON-HTDD-BASE55
Average autumn heating degree days with base 55F
SON-HTDD-BASE57
Average autumn heating degree days with base 57F
SON-HTDD-BASE60
Average autumn heating degree days with base 60F
SON-HTDD-NORMAL
Average autumn heating degree days with base 65F
SON-PRCP-AVGNDS-GE001HI
Average number of days during September- November with precipitation >= 0.01 in
SON-PRCP-AVGNDS-GE010HI
Average number of days during September- November with precipitation >= 0.10 in
SON-PRCP-AVGNDS-GE050HI
Average number of days during September- November with precipitation >= 0.50 in
SON-PRCP-AVGNDS-GE100HI
Average number of days during September- November with precipitation >= 1.00 in
SON-PRCP-NORMAL
Average seasonal precipitation totals for September- November
SON-SNOW-AVGNDS-GE001TI
Average number of days during September- November with snowfall >= 0.1 in
SON-SNOW-AVGNDS-GE010TI
Average number of days during September- November with snowfall >= 1.0 in
SON-SNOW-AVGNDS-GE030TI
Average number of days during September- November with snowfall >= 3.0 in
SON-SNOW-AVGNDS-GE050TI
Average number of days during September- November with snowfall >= 5.0 in
SON-SNOW-AVGNDS-GE100TI
Average number of days during September- November with snowfall >= 10.0 in
SON-SNOW-NORMAL
Average seasonal snowfall totals for September- November
SON-SNWD-AVGNDS-GE001WI
Average number of days during September- November with snow depth >= 1 inch
SON-SNWD-AVGNDS-GE003WI
Average number of days during September- November with snow depth >= 3 in
SON-SNWD-AVGNDS-GE005WI
Average number of days during September- November with snow depth >= 5 in
SON-SNWD-AVGNDS-GE010WI
Average number of days during September- November with snow depth >= 10 in
SON-TAVG-NORMAL
Average autumn average temperature
SON-TMAX-AVGNDS-GRTH040
Average number of days per autumn where tmax is greater than or equal to 40F
SON-TMAX-AVGNDS-GRTH050
Average number of days per autumn where tmax is greater than or equal to 50F
SON-TMAX-AVGNDS-GRTH060
Average number of days per autumn where tmax is greater than or equal to 60F
SON-TMAX-AVGNDS-GRTH070
Average number of days per autumn where tmax is greater than or equal to 70F
SON-TMAX-AVGNDS-GRTH080
Average number of days per autumn where tmax is greater than or equal to 80F
SON-TMAX-AVGNDS-GRTH090
Average number of days per autumn where tmax is greater than or equal to 90F
SON-TMAX-AVGNDS-GRTH100
Average number of days per autumn where tmax is greater than or equal to 100F
SON-TMAX-AVGNDS-LSTH032
Average number of days per autumn where tmax is less than or equal to 32F
SON-TMAX-NORMAL
Average autumn maximum temperature
SON-TMIN-AVGNDS-LSTHxxx
Average number of days per autumn where tmin is less than or equal to ‘xxx’ degree F. Where ‘xxx’ is one of 000, 010, 020, 032, 040, 050, 060, 070
SON-TMIN-NORMAL
Average autumn minimum temperature
- Parameters:
stationid – The station id. from the first column of https://www.ncei.noaa.gov/pub/data/ghcn/daily/ghcnd-stations.txt
start_date (str) –
[optional, defaults to first date in time-series, input filter]
The start_date of the series in ISOdatetime format, or ‘None’ for beginning.
end_date (str) –
[optional, defaults to last date in time-series, input filter]
The end_date of the series in ISOdatetime format, or ‘None’ for end.
