Datasets:
city stringlengths 4 16 | state stringclasses 51
values | census_geoid int64 103k 5.61M | lat float64 21.3 64.8 | lon float64 -157.85 -70.17 | elev_m float64 -1.5 2.08k | usda_zone_2023 stringclasses 17
values | station_id stringlengths 11 11 | station_name stringlengths 8 33 | distance_km float64 0.2 27.6 | elev_diff_m float64 -145 140 | years int64 10 30 | status stringclasses 2
values | last10 stringlengths 5 5 ⌀ | last30 stringlengths 5 5 ⌀ | last50 stringlengths 5 5 ⌀ | first10 stringclasses 99
values | first30 stringlengths 5 5 ⌀ | first50 stringlengths 5 5 ⌀ | gsl50 float64 105 365 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
New York | NY | 3,651,000 | 40.662712 | -73.938677 | 16.6 | 7b | USC00305796 | NY AVE V BROOKLYN, NY | 8.4 | -11 | 16 | dates | 04/12 | 04/04 | 04/01 | 11/06 | 11/13 | 11/19 | 233 |
Los Angeles | CA | 644,000 | 34.019394 | -118.410825 | 25 | 10a | USC00042214 | CULVER CITY, CA | 1.6 | 3 | 21 | rare | null | null | null | null | null | null | 365 |
Chicago | IL | 1,714,000 | 41.837045 | -87.684939 | 180.9 | 6a | USC00111550 | CHICAGO NORTHERLY IS, IL | 6.6 | -3 | 15 | dates | 04/25 | 04/17 | 04/10 | 10/24 | 11/01 | 11/05 | 208 |
Houston | TX | 4,835,000 | 29.785743 | -95.388806 | 15.9 | 9b | USC00414326 | HOUSTON-PORT, TX | 11.4 | -10 | 14 | dates | 03/05 | 02/18 | 02/02 | 11/27 | 12/08 | 12/25 | 327 |
Phoenix | AZ | 455,000 | 33.572154 | -112.090132 | 378.6 | 9b | USW00003184 | PHOENIX DEER VALLEY MUNI AP, AZ | 12.9 | 65 | 21 | dates | 02/12 | 01/23 | 01/08 | 12/05 | 12/15 | 12/25 | 354 |
Philadelphia | PA | 4,260,000 | 40.009376 | -75.133346 | 30.6 | 7b | USC00366886 | PHILA FRANKLIN INST, PA | 6.6 | -12 | 25 | dates | 04/12 | 04/04 | 03/30 | 11/04 | 11/11 | 11/17 | 232 |
San Antonio | TX | 4,865,000 | 29.462809 | -98.524635 | 219.9 | 9a | USC00417947 | SAN ANTONIO INCARNATE WORD, TX | 5.1 | -6 | 16 | dates | 03/19 | 03/05 | 02/25 | 11/07 | 11/18 | 11/28 | 277 |
San Diego | CA | 666,000 | 32.814977 | -117.135562 | 128.1 | 10b | USW00003131 | SAN DIEGO MONTGOMERY FLD, CA | 0.4 | -1 | 20 | rare | null | null | null | null | null | null | 365 |
Dallas | TX | 4,819,000 | 32.793333 | -96.766513 | 147.1 | 8b | USW00013960 | DALLAS LOVE FLD, TX | 10.6 | -13 | 29 | dates | 03/19 | 03/09 | 03/02 | 11/10 | 11/20 | 11/29 | 272 |
Jacksonville | FL | 1,235,000 | 30.336864 | -81.661603 | 1.2 | 9b | USW00093837 | JACKSONVILLE NAS, FL | 11.5 | 5 | 23 | dates | 03/03 | 02/15 | 02/01 | 12/03 | 12/24 | 01/05 | 330 |
Fort Worth | TX | 4,827,000 | 32.781954 | -97.348573 | 168.2 | 8b | USW00093904 | FT WORTH MEACHAM FLD NAAF, TX | 3.9 | 47 | 11 | dates | 03/25 | 03/12 | 03/05 | 11/03 | 11/14 | 11/24 | 264 |
San Jose | CA | 668,000 | 37.296011 | -121.814552 | 49.7 | 9b | USC00047821 | SAN JOSE, CA | 9.9 | -29 | 17 | dates | 01/23 | 01/10 | 01/02 | 12/04 | 12/14 | 12/25 | 362 |
Austin | TX | 4,805,000 | 30.298622 | -97.754134 | 186 | 9a | USW00013958 | AUSTIN-CAMP MABRY, TX | 2.5 | 18 | 30 | dates | 03/14 | 03/02 | 02/20 | 11/15 | 11/26 | 12/03 | 291 |
Charlotte | NC | 3,712,000 | 35.209045 | -80.83099 | 205.6 | 8a | USW00013881 | CHARLOTTE DOUGLAS AP, NC | 11.4 | 16 | 28 | dates | 04/14 | 04/05 | 03/30 | 10/22 | 10/30 | 11/03 | 221 |
Columbus | OH | 3,918,000 | 39.983938 | -82.984882 | 245.8 | 6b | USC00331785 | COLUMBUS WCMH, OH | 5.8 | -20 | 10 | dates | 05/07 | 04/27 | 04/20 | 10/13 | 10/20 | 10/24 | 185 |
Indianapolis | IN | 1,836,003 | 39.776664 | -86.145935 | 219.1 | 6b | USC00124272 | INDIANAPOLIS SE SIDE, IN | 9.5 | 39 | 23 | dates | 05/05 | 04/26 | 04/20 | 10/07 | 10/16 | 10/21 | 183 |
San Francisco | CA | 667,000 | 37.7793 | -122.4193 | 18.5 | 10b | USW00023272 | SAN FRANCISCO DWTN, CA | 1.2 | 27 | 29 | rare | null | null | null | null | null | null | 365 |
Seattle | WA | 5,363,000 | 47.619335 | -122.351538 | 44 | 9a | USW00094290 | SEATTLE SAND PT WSFO, WA | 10.4 | -26 | 29 | dates | 03/29 | 03/16 | 03/08 | 11/04 | 11/15 | 11/23 | 259 |
Denver | CO | 820,000 | 39.76185 | -104.881105 | 1,613.1 | 6a | USW00023062 | DENVER-STAPLETON, CO | 1 | -2 | 28 | dates | 05/16 | 05/08 | 05/04 | 09/25 | 10/03 | 10/08 | 156 |
Oklahoma City | OK | 4,055,000 | 35.467079 | -97.513657 | 364.6 | 7b | USW00013967 | OKLAHOMA CITY WILL ROGERS AP, OK | 11.7 | 27 | 29 | dates | 04/20 | 04/10 | 04/04 | 10/21 | 10/29 | 11/02 | 213 |
Nashville | TN | 4,752,006 | 36.1718 | -86.785002 | 130.1 | 7b | USC00408238 | SHELBY BOTTOMS NATURE, TN | 5.5 | -7 | 11 | dates | 04/16 | 04/07 | 04/01 | 10/18 | 10/25 | 10/31 | 213 |
Washington | DC | 1,150,000 | 38.904247 | -77.016517 | 16.9 | 7b | USC00186350 | NATL ARBORETUM DC, MD | 4.1 | -2 | 29 | dates | 04/11 | 04/03 | 03/29 | 10/26 | 11/02 | 11/08 | 224 |
El Paso | TX | 4,824,000 | 31.84778 | -106.431106 | 1,186 | 8b | USW00023044 | EL PASO INTL AP, TX | 6.6 | 8 | 28 | dates | 03/19 | 03/09 | 03/02 | 11/06 | 11/14 | 11/20 | 261 |
Las Vegas | NV | 3,240,000 | 36.233499 | -115.264037 | 716.5 | 9a | USW00053123 | LAS VEGAS AIR TERMINAL, NV | 6.6 | -45 | 19 | dates | 02/19 | 02/04 | 01/24 | 11/24 | 12/04 | 12/10 | 323 |
Boston | MA | 2,507,000 | 42.338551 | -71.018253 | 1.5 | 6b | USW00014739 | BOSTON LOGAN INTL AP, MA | 2.5 | 2 | 28 | dates | 04/17 | 04/08 | 04/04 | 10/29 | 11/03 | 11/09 | 218 |
Detroit | MI | 2,622,000 | 42.383037 | -83.102237 | 194.6 | 6b | USC00202016 | DEARBORN #2, MI | 7.1 | -10 | 14 | dates | 05/11 | 05/02 | 04/27 | 10/10 | 10/20 | 10/25 | 181 |
Louisville | KY | 2,148,006 | 38.165376 | -85.647377 | 158.5 | 7a | USC00154958 | LOUISVILLE WFO, KY | 5.6 | 34 | 24 | dates | 04/23 | 04/13 | 04/06 | 10/21 | 10/29 | 11/01 | 209 |
Portland | OR | 4,159,000 | 45.536951 | -122.649971 | 49.1 | 9a | USC00356749 | PORTLAND KGW-TV, OR | 3.7 | -1 | 24 | dates | 03/21 | 03/06 | 02/25 | 11/10 | 11/22 | 12/01 | 280 |
Memphis | TN | 4,748,000 | 35.109164 | -89.968511 | 95.8 | 8a | USW00013893 | MEMPHIS INTL AP, TN | 6.1 | -18 | 30 | dates | 04/04 | 03/24 | 03/16 | 11/02 | 11/09 | 11/16 | 244 |
Baltimore | MD | 2,404,000 | 39.300032 | -76.610476 | 11.8 | 7b | USW00093784 | MD SCI CTR BALTIMORE, MD | 2.1 | -6 | 19 | dates | 04/04 | 03/29 | 03/24 | 11/07 | 11/15 | 11/21 | 244 |
Milwaukee | WI | 5,553,000 | 43.063348 | -87.966695 | 216.4 | 6a | USC00475474 | MT MARY COLLEGE, WI | 5.2 | 2 | 28 | dates | 05/12 | 05/02 | 04/26 | 10/02 | 10/12 | 10/18 | 173 |
Albuquerque | NM | 3,502,000 | 35.10478 | -106.646809 | 1,512.7 | 7b | USC00296754 | PETROGLYPH NATL MON, NM | 7 | 48 | 22 | dates | 04/30 | 04/21 | 04/15 | 10/16 | 10/22 | 10/27 | 193 |
Tucson | AZ | 477,000 | 32.153036 | -110.870773 | 822.3 | 9a | USW00023160 | TUCSON INTL AP, AZ | 8.3 | -45 | 29 | dates | 03/02 | 02/17 | 02/05 | 11/21 | 11/30 | 12/09 | 307 |
Fresno | CA | 627,000 | 36.782684 | -119.793359 | 94.8 | 9b | USW00093193 | FRESNO YOSEMITE INTL AP, CA | 6.6 | 7 | 30 | dates | 02/11 | 01/29 | 01/14 | 11/29 | 12/06 | 12/14 | 337 |
Sacramento | CA | 664,000 | 38.567694 | -121.468161 | 8.1 | 9b | USW00023271 | SACRAMENTO 5 ESE, CA | 4.7 | 4 | 30 | dates | 02/08 | 01/22 | 01/12 | 11/28 | 12/07 | 12/16 | 341 |
Atlanta | GA | 1,304,000 | 33.762909 | -84.422675 | 291.4 | 8a | USW00003888 | ATLANTA FULTON CO AP, GA | 9.3 | -35 | 22 | dates | 04/10 | 03/31 | 03/24 | 10/27 | 11/01 | 11/08 | 231 |
Mesa | AZ | 446,000 | 33.400626 | -111.716487 | 404.8 | 9b | USC00022782 | E MESA, AZ | 7 | 58 | 15 | dates | 02/28 | 02/12 | 02/01 | 11/22 | 12/02 | 12/10 | 312 |
Kansas City | MO | 2,938,000 | 39.125155 | -94.550313 | 226 | 6b | USW00013988 | KANSAS CITY DOWNTOWN AP, MO | 4 | 0 | 29 | dates | 04/20 | 04/10 | 04/04 | 10/21 | 10/29 | 11/02 | 211 |
Raleigh | NC | 3,755,000 | 35.831868 | -78.641042 | 94.6 | 8a | USC00317079 | RALEIGH STATE UNIV, NC | 6.9 | 27 | 27 | dates | 04/12 | 04/03 | 03/28 | 10/28 | 11/04 | 11/08 | 229 |
Colorado Springs | CO | 816,000 | 38.867255 | -104.760749 | 1,931.7 | 6a | USW00093037 | COLORADO SPRINGS MUNI AP, CO | 8.9 | -48 | 30 | dates | 05/15 | 05/08 | 05/03 | 09/26 | 10/03 | 10/08 | 158 |
Omaha | NE | 3,137,000 | 41.262705 | -96.053475 | 354.6 | 6a | USW00094918 | OMAHA #1, NE | 10.4 | 36 | 11 | dates | 05/06 | 04/25 | 04/16 | 10/02 | 10/12 | 10/18 | 183 |
Miami | FL | 1,245,000 | 25.775163 | -80.208615 | 2 | 11a | USW00092811 | MIAMI BEACH, FL | 8.3 | -2 | 24 | rare | null | null | null | null | null | null | 365 |
Virginia Beach | VA | 5,182,000 | 36.779525 | -76.029142 | 3.9 | 8b | USW00013769 | OCEANA NAS, VA | 4.2 | 3 | 20 | dates | 04/11 | 04/03 | 03/29 | 11/01 | 11/07 | 11/12 | 230 |
Long Beach | CA | 643,000 | 33.780791 | -118.16818 | 10.3 | 10b | USW00023129 | LONG BEACH DAUGHERTY FLD, CA | 4 | -1 | 23 | rare | null | null | null | null | null | null | 365 |
Oakland | CA | 653,000 | 37.769846 | -122.22569 | 5.1 | 10a | USC00046336 | OAKLAND MUSEUM, CA | 4.6 | 4 | 24 | rare | null | null | null | null | null | null | 365 |
Minneapolis | MN | 2,743,000 | 44.963324 | -93.26832 | 264 | 5a | USC00214884 | LOWER ST ANTHONY FALLS, MN | 2.4 | -34 | 25 | dates | 05/07 | 04/30 | 04/23 | 10/02 | 10/10 | 10/16 | 175 |
Bakersfield | CA | 603,526 | 35.353171 | -119.037919 | 116.8 | 9b | USC00040444 | BAKERSFIELD 5 NW, CA | 7.4 | 27 | 14 | dates | 02/27 | 02/12 | 01/31 | 11/23 | 12/01 | 12/08 | 312 |
Tulsa | OK | 4,075,000 | 36.127949 | -95.902316 | 221.1 | 7b | USW00013968 | TULSA INTL AP, OK | 8.1 | -23 | 29 | dates | 04/15 | 04/05 | 03/31 | 10/20 | 10/30 | 11/04 | 220 |
Tampa | FL | 1,271,000 | 27.970086 | -82.479673 | 1.1 | 10a | USW00012842 | TAMPA INTL AP, FL | 6 | 5 | 28 | dates | 02/10 | 01/31 | 01/20 | 12/23 | 01/03 | 01/12 | 365 |
Arlington | TX | 4,804,000 | 32.700708 | -97.124691 | 199.2 | 8b | USW00053907 | ARLINGTON MUNI AP, TX | 5 | -7 | 18 | dates | 03/28 | 03/16 | 03/09 | 11/03 | 11/12 | 11/21 | 256 |
Aurora | CO | 804,000 | 39.709537 | -104.720509 | 1,690 | 6a | USC00051547 | CHERRY CREEK DAM, CO | 13.3 | 31 | 13 | dates | 05/21 | 05/12 | 05/07 | 09/25 | 10/02 | 10/08 | 152 |
Wichita | KS | 2,079,000 | 37.690638 | -97.345836 | 395 | 7a | USC00148847 | WICHITA WX, KS | 9.4 | 12 | 11 | dates | 04/25 | 04/16 | 04/08 | 10/11 | 10/21 | 10/27 | 200 |
Cleveland | OH | 3,916,000 | 41.478462 | -81.679435 | 192.3 | 7a | USW00004853 | CLEVELAND BURKE AP, OH | 4.4 | -14 | 20 | dates | 04/20 | 04/14 | 04/08 | 11/01 | 11/07 | 11/12 | 217 |
New Orleans | LA | 2,255,000 | 30.05342 | -89.934502 | -1.5 | 9b | USW00053917 | NEW ORLEANS LAKEFRONT AP, LA | 9.1 | 4 | 21 | dates | 02/23 | 02/01 | 01/22 | 12/13 | 12/29 | 01/05 | 348 |
Henderson | NV | 3,231,900 | 36.008958 | -115.0268 | 794 | 9b | USC00264439 | LAS VEGAS WFO, NV | 14.8 | -101 | 22 | dates | 02/27 | 02/14 | 02/04 | 11/19 | 11/28 | 12/05 | 302 |
Honolulu | HI | 1,571,550 | 21.324347 | -157.84764 | 52 | 12b | USC00519397 | WAIKIKI 717.2, HI | 6.7 | -49 | 18 | rare | null | null | null | null | null | null | 365 |
Anaheim | CA | 602,000 | 33.855502 | -117.758657 | 187.4 | 10b | USC00040192 | ANAHEIM, CA | 7.8 | -116 | 24 | rare | null | null | null | null | null | null | 365 |
Orlando | FL | 1,253,000 | 28.40865 | -81.254805 | 24.2 | 10a | USW00012815 | ORLANDO INTL AP, FL | 7.4 | 3 | 28 | dates | 02/26 | 02/04 | 01/25 | 12/18 | 01/01 | 01/10 | 355 |
Lexington | KY | 2,146,027 | 38.040678 | -84.458272 | 322.9 | 7a | USW00093820 | LEXINGTON BLUEGRASS AP, KY | 12.9 | -24 | 30 | dates | 05/01 | 04/20 | 04/13 | 10/16 | 10/23 | 10/28 | 196 |
Stockton | CA | 675,000 | 37.976553 | -121.308598 | 3.4 | 9b | USC00048560 | STOCKTON FIRE STN 4, CA | 2.7 | 0 | 15 | dates | 03/11 | 02/19 | 02/05 | 11/17 | 11/28 | 12/08 | 305 |
Riverside | CA | 662,000 | 33.938143 | -117.393168 | 271.7 | 10a | USC00047470 | RIVERSIDE FIRE STN 3, CA | 1.5 | -16 | 21 | dates | 02/25 | 01/25 | 01/09 | 12/01 | 12/15 | 12/25 | 353 |
Irvine | CA | 636,770 | 33.678399 | -117.771254 | 43.4 | 10b | USC00049087 | TUSTIN IRVINE RCH, CA | 3.1 | 28 | 13 | dates | 02/02 | 01/14 | 01/05 | 12/03 | 12/13 | 12/25 | 365 |
Corpus Christi | TX | 4,817,000 | 27.754252 | -97.173385 | 0.5 | 10a | USW00012926 | CORPUS CHRISTI NAS, TX | 13.4 | 5 | 23 | dates | 02/20 | 01/31 | 01/14 | 12/18 | 01/01 | 01/08 | 365 |
Newark | NJ | 3,451,000 | 40.72422 | -74.172574 | 3.7 | 7b | USC00283704 | HARRISON, NJ | 3.2 | 4 | 15 | dates | 04/16 | 04/08 | 04/04 | 10/25 | 11/01 | 11/06 | 216 |
Santa Ana | CA | 669,000 | 33.736332 | -117.8829 | 23.5 | 10b | USC00047888 | SANTA ANA FIRE STN, CA | 1.7 | 18 | 28 | rare | null | null | null | null | null | null | 365 |
Cincinnati | OH | 3,915,000 | 39.140183 | -84.505829 | 231.9 | 6b | USC00331515 | CHEVIOT, OH | 10.3 | 40 | 26 | dates | 05/05 | 04/24 | 04/17 | 10/11 | 10/21 | 10/26 | 191 |
Pittsburgh | PA | 4,261,000 | 40.439936 | -79.975676 | 295.4 | 6b | USW00014762 | PITTSBURGH ALLEGHENY CO AP, PA | 10.5 | 85 | 22 | dates | 05/06 | 04/24 | 04/18 | 10/14 | 10/22 | 10/28 | 193 |
St. Paul | MN | 2,758,000 | 44.948901 | -93.104063 | 256.8 | 5a | USC00217379 | ST PAUL 3SW, MN | 4.4 | 25 | 11 | dates | 05/09 | 05/01 | 04/25 | 10/01 | 10/07 | 10/12 | 169 |
Greensboro | NC | 3,728,000 | 36.09485 | -79.823624 | 250.8 | 8a | USC00313625 | GREENSBORO WTP, NC | 2.2 | -18 | 11 | dates | 04/14 | 04/05 | 04/01 | 10/23 | 10/31 | 11/04 | 217 |
Jersey City | NJ | 3,436,000 | 40.711417 | -74.06476 | 6.9 | 7b | USC00283704 | HARRISON, NJ | 8.4 | 0 | 15 | dates | 04/16 | 04/08 | 04/04 | 10/25 | 11/01 | 11/06 | 216 |
Durham | NC | 3,719,000 | 35.977928 | -78.898109 | 106.1 | 8a | USC00312515 | DURHAM, NC | 9.2 | 16 | 16 | dates | 04/18 | 04/09 | 04/02 | 10/24 | 11/01 | 11/04 | 217 |
Lincoln | NE | 3,128,000 | 40.810284 | -96.674856 | 375.4 | 6a | USW00014939 | LINCOLN MUNI AP, NE | 7.6 | -13 | 30 | dates | 05/07 | 04/30 | 04/24 | 09/29 | 10/07 | 10/13 | 171 |
North Las Vegas | NV | 3,251,800 | 36.289865 | -115.089181 | 643.6 | 9b | USC00265705 | N LAS VEGAS, NV | 6.6 | -65 | 23 | dates | 02/24 | 02/11 | 02/01 | 11/23 | 12/01 | 12/08 | 311 |
Plano | TX | 4,858,016 | 33.050769 | -96.747944 | 217 | 8b | USC00417588 | RICHARDSON, TX | 6.1 | -10 | 11 | dates | 03/29 | 03/14 | 03/07 | 11/02 | 11/13 | 11/21 | 259 |
Anchorage | AK | 203,000 | 61.2181 | -149.9003 | 31.6 | 5a | USW00026409 | ANCHORAGE MERRILL FLD, AK | 2.4 | 10 | 23 | dates | 05/09 | 05/04 | 05/01 | 09/17 | 09/24 | 09/29 | 150 |
Gilbert | AZ | 427,400 | 33.310345 | -111.743121 | 390 | 9b | USC00021514 | CHANDLER HEIGHTS, AZ | 12.9 | 44 | 14 | dates | 02/27 | 02/12 | 02/01 | 11/23 | 12/03 | 12/11 | 315 |
Madison | WI | 5,548,000 | 43.087815 | -89.429856 | 281.7 | 5b | USC00470273 | UW ARBORETUM - MADISON, WI | 5.2 | -16 | 27 | dates | 05/17 | 05/07 | 05/01 | 09/26 | 10/03 | 10/09 | 161 |
Reno | NV | 3,260,600 | 39.549097 | -119.849907 | 1,502.7 | 7b | USC00266791 | RENO WFO, NV | 5.1 | 17 | 23 | dates | 05/19 | 05/06 | 04/28 | 10/10 | 10/21 | 10/27 | 182 |
Chandler | AZ | 412,000 | 33.282765 | -111.851819 | 367.9 | 9b | USC00028499 | TEMPE ASU, AZ | 17.2 | -12 | 24 | dates | 03/09 | 02/24 | 02/13 | 11/18 | 11/29 | 12/05 | 298 |
St. Louis | MO | 2,965,000 | 38.635699 | -90.244582 | 142.3 | 7a | USC00237452 | ST LOUIS SCI CTR, MO | 2.3 | 15 | 25 | dates | 04/18 | 04/07 | 04/01 | 10/24 | 10/31 | 11/04 | 218 |
Chula Vista | CA | 613,392 | 32.62767 | -117.01517 | 133.4 | 10b | USW00003178 | SAN DIEGO BROWN FLD, CA | 7 | 24 | 23 | dates | 02/05 | 01/17 | 01/06 | 12/11 | 12/22 | 12/31 | 365 |
Buffalo | NY | 3,611,000 | 42.892492 | -78.859686 | 186.4 | 6b | USW00014733 | BUFFALO, NY | 11.8 | 25 | 29 | dates | 05/09 | 04/30 | 04/24 | 10/10 | 10/19 | 10/26 | 183 |
Fort Wayne | IN | 1,825,000 | 41.088193 | -85.142791 | 231.2 | 6a | USW00014827 | FT WAYNE INTL AP, IN | 14.1 | 10 | 30 | dates | 05/10 | 05/01 | 04/24 | 10/08 | 10/16 | 10/21 | 178 |
Lubbock | TX | 4,845,000 | 33.561901 | -101.888883 | 985.8 | 7b | USW00023042 | LUBBOCK, TX | 12.4 | 8 | 29 | dates | 04/22 | 04/12 | 04/04 | 10/19 | 10/28 | 11/02 | 210 |
St. Petersburg | FL | 1,263,000 | 27.762727 | -82.644131 | 11.1 | 10b | USC00087886 | ST PETERSBURG, FL | 1.8 | -9 | 22 | dates | 02/05 | 01/28 | 01/17 | 12/23 | 01/07 | 01/15 | 365 |
Toledo | OH | 3,977,000 | 41.664071 | -83.581861 | 185.7 | 6b | USW00004848 | TOLEDO METCALF FLD, OH | 14.2 | 4 | 19 | dates | 05/07 | 04/27 | 04/20 | 10/14 | 10/22 | 10/27 | 188 |
Laredo | TX | 4,841,464 | 27.560379 | -99.489181 | 147.3 | 9b | USC00415060 | LAREDO 2, TX | 1.3 | -16 | 26 | dates | 02/25 | 02/05 | 01/25 | 11/23 | 12/06 | 12/17 | 329 |
Port St. Lucie | FL | 1,258,715 | 27.280554 | -80.388261 | 7.1 | 10a | USC00088620 | STUART, FL | 17.8 | -3 | 26 | dates | 02/10 | 01/30 | 01/23 | 01/01 | 01/10 | 01/18 | 365 |
Glendale | AZ | 427,820 | 33.533111 | -112.189901 | 348.2 | 9b | USC00029634 | YOUNGTOWN, AZ | 12.4 | -2 | 29 | dates | 02/18 | 02/02 | 01/20 | 11/28 | 12/08 | 12/15 | 331 |
Irving | TX | 4,837,000 | 32.857748 | -96.970022 | 170.3 | 8b | USW00003927 | DALLAS FT WORTH AP, TX | 6.4 | 0 | 26 | dates | 03/26 | 03/15 | 03/08 | 11/06 | 11/15 | 11/24 | 262 |
Winston-Salem | NC | 3,775,000 | 36.102863 | -80.260829 | 242 | 8a | USW00093807 | WINSTON SALEM RYNLDS AP, NC | 4.9 | 54 | 21 | dates | 04/11 | 04/02 | 03/26 | 10/28 | 11/03 | 11/09 | 228 |
Chesapeake | VA | 5,116,000 | 36.679376 | -76.301788 | 4.2 | 8a | USW00013762 | FENTRESS NAAS, VA | 14.9 | 1 | 11 | dates | 04/07 | 03/29 | 03/23 | 11/04 | 11/12 | 11/18 | 240 |
Garland | TX | 4,829,000 | 32.909826 | -96.630334 | 160.8 | 8b | USC00417588 | RICHARDSON, TX | 14.2 | 46 | 11 | dates | 03/29 | 03/14 | 03/07 | 11/02 | 11/13 | 11/21 | 259 |
Scottsdale | AZ | 465,000 | 33.684272 | -111.861448 | 712.9 | 10a | USC00026603 | PINNACLE PEAK, AZ | 4.8 | 69 | 16 | dates | 03/05 | 02/13 | 01/27 | 11/28 | 12/11 | 12/21 | 330 |
Boise | ID | 1,608,830 | 43.599335 | -116.229817 | 835.6 | 7a | USW00024131 | BOISE AIR TERMINAL, ID | 3.7 | 22 | 27 | dates | 05/09 | 04/30 | 04/24 | 10/05 | 10/14 | 10/21 | 179 |
Hialeah | FL | 1,230,000 | 25.869941 | -80.302865 | 2.1 | 11a | USW00012882 | MIAMI OPA LOCKA AP, FL | 4.7 | 1 | 22 | rare | null | null | null | null | null | null | 365 |
Frisco | TX | 4,827,684 | 33.155427 | -96.822596 | 214.4 | 8b | USC00417588 | RICHARDSON, TX | 19.2 | -8 | 11 | dates | 03/29 | 03/14 | 03/07 | 11/02 | 11/13 | 11/21 | 259 |
Richmond | VA | 5,167,000 | 37.531399 | -77.476009 | 22.3 | 7b | USW00013740 | RICHMOND INTL AP, VA | 14 | 28 | 29 | dates | 04/18 | 04/09 | 04/03 | 10/23 | 10/31 | 11/04 | 215 |
Cape Coral | FL | 1,210,275 | 26.643192 | -81.997364 | 3.7 | 10b | USW00012835 | FT MYERS PAGE FLD AP, FL | 15 | 1 | 28 | dates | 02/02 | 01/28 | 01/16 | 12/31 | 01/07 | 01/13 | 365 |
Norfolk | VA | 5,157,000 | 36.923015 | -76.244641 | 4.2 | 8b | USW00013750 | NORFOLK NAS, VA | 4.6 | 1 | 24 | dates | 04/01 | 03/23 | 03/16 | 11/08 | 11/18 | 11/26 | 255 |
U.S. ZIP Code Plant Hardiness Zone Changes (2012 → 2023) and City Frost Dates
Compiled by US Grow Zones (https://usgrowzones.com). Version 1.0, October 2026.
Not the official USDA Plant Hardiness Zone Map. This is an independent, derived tabulation. It is not affiliated with or endorsed by USDA-ARS, Oregon State University (PRISM Group), NOAA, or the U.S. Census Bureau. For official zones see https://planthardiness.ars.usda.gov/.
Files
zip_hardiness_zone_change_2012_2023.csv (41,142 rows)
| column | meaning |
|---|---|
| zip | 5-digit ZIP code as listed by PRISM/OSU |
| region | US (contiguous), AK, HI, PR — the PRISM listing file the ZIP came from |
| zone_2012 | half-zone in the 2012 USDA PHZM ZIP listing (blank if ZIP not listed in 2012) |
| zone_2023 | half-zone in the 2023 USDA PHZM ZIP listing (blank if ZIP not listed in 2023) |
| half_zone_change | 2023 minus 2012, in half-zones (+1 = one half-zone warmer, i.e. +5 °F in the average annual extreme minimum temperature class) |
| change | warmer / colder / same; blank if either year is missing |
Summary of ZIPs listed in both years: 23,109 warmer, 16,927 same, 444 colder.
city_frost_dates_512.csv (512 rows)
Frost-date estimates for 512 U.S. cities as published on usgrowzones.com.
| column | meaning |
|---|---|
| city, state, census_geoid | Census place name, state, place GEOID |
| lat, lon | place internal point (Census Gazetteer) |
| elev_m | place elevation (USGS EPQS / 3DEP) |
| usda_zone_2023 | dominant 2023 zone of the city's ZIPs (by land share) |
| station_id, station_name | NOAA GHCN station used |
| distance_km, elev_diff_m | station distance from city point; station minus city elevation |
| years | years of record reported in the normals |
| status | dates = normal frost dates; rare = 32 °F occurs in < 50% of years |
| last10/last30/last50 | spring last-32 °F date (MM/DD) with 10/30/50% probability of a later frost |
| first10/first30/first50 | fall first-32 °F date with 10/30/50% probability of an earlier frost |
| gsl50 | growing-season length (days) at 50% probability |
Methodology
- Zone change: joined the PRISM/OSU 2012 and 2023 ZIP listings on ZIP code; zones converted to half-zone integers and differenced. ZIP listings reflect each ZIP's representative point; ZIP boundaries changed between years, so single-ZIP changes can partly reflect geography, not climate. The 2023 map also uses a different period (1991–2020 vs 1976–2005) and more stations; USDA notes that changes are not solely evidence of climate change.
- Frost dates: for each city, nearest NOAA 1991–2020 normals station with |elevation difference| ≤ 150 m within 25 km; radius then elevation limit relaxed stepwise if none; stations with < 10 years of record used only as last resort. No weighting by station type.
Sources and attribution
- USDA Plant Hardiness Zone Map, 2012 and 2023. Agricultural Research Service, U.S. Department of Agriculture. https://planthardiness.ars.usda.gov/ — ZIP listings from PRISM Group, Oregon State University, https://prism.oregonstate.edu/phzm/, accessed Oct 2026. OSU retains ownership; data may be freely reproduced and redistributed with attribution, and altered/derived data must carry the "not the official USDA map" disclaimer (above). Terms: https://prism.oregonstate.edu/terms/ and https://planthardiness.ars.usda.gov/pages/map-creation
- NOAA NCEI U.S. Climate Normals 1991–2020 (frost/freeze probability normals). U.S. Government work, public domain in the U.S. https://www.ncei.noaa.gov/products/land-based-station/us-climate-normals
- U.S. Census Bureau: 2024 Gazetteer files, Vintage 2024 population estimates, 2020 ZCTA-to-place relationship file. U.S. Government work, public domain.
- USGS Elevation Point Query Service (3DEP). U.S. Government work, public domain.
Citation
Tang, Damon (2026). U.S. ZIP Code Plant Hardiness Zone Changes (2012 → 2023) and City Frost Dates (v1.0) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.23661628
License
CC BY 4.0 for the compilation and derived columns — see LICENSE (source data remain under their own terms).
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