With this application, you can plot COOP observations for a date of your choice.

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Data Listing

# 2018-11-19 High Temperature
# Download From: https://mesonet.agron.iastate.edu/GIS/apps/coop/plot.phtml
# Download Date: 19 Nov 2018
# Data Contact: Daryl Herzmann akrherz@iastate.edu 515.294.5978
#-----------------------snip------------------
        ID,         StationName,      Date,  Latitude, Longitude,      high
     CRCI4,CRESCO 1NE          ,2018-11-19,   43.3894,  -92.0938,        21
     MKTI4,MAQUOKETA 4 W       ,2018-11-19,   42.0667,  -90.7000,        33
     AESI4,AMES 5 SE           ,2018-11-19,   41.9625,  -93.5611,        31
     ROKI4,RED OAK             ,2018-11-19,   41.0000,  -95.2333,        25
     OSEI4,OSCEOLA             ,2018-11-19,   41.0167,  -93.8167,        31
     EKRI4,ELKADER 6SSW        ,2018-11-19,   42.7754,  -91.4537,        24
     WLBI4,WILLIAMSBURG 3 SE   ,2018-11-19,   41.6667,  -92.0167,        27
     DNSI4,DENISON             ,2018-11-19,   42.0358,  -95.3297,        34
     ALBI4,ALBIA 3 NNE         ,2018-11-19,   41.0667,  -92.7833,        26
     CRNI4,Corning             ,2018-11-19,   40.9886,  -94.7491,        31
     VNTI4,VINTON              ,2018-11-19,   42.1667,  -92.0000,        21
     BLLI4,BELLE PLAINE        ,2018-11-19,   41.9000,  -92.2667,        27
     ESTI4,ESTHERVILLE 4 E     ,2018-11-19,   43.4167,  -94.8333,        27
     CGGI4,COGGON              ,2018-11-19,   42.2792,  -91.5250,        23
     BLVI4,Bellevue LD 12      ,2018-11-19,   42.2667,  -90.4167,        32
     SNYI4,STANLEY 4 W         ,2018-11-19,   42.6431,  -91.8108,        22
     WSHI4,WASHINGTON          ,2018-11-19,   41.2833,  -91.6833,        30
     KEQI4,KEOSAUQUA           ,2018-11-19,   40.7200,  -91.9700,        27
     TLDI4,TOLEDO 3 N          ,2018-11-19,   41.9833,  -92.5833,        23
     SIXI4,SIOUX CENTER 2 SE   ,2018-11-19,   43.0500,  -96.1500,        36
     GRII4,GRINNELL 3 SW       ,2018-11-19,   41.7167,  -92.7333,        30
     MTAI4,MOUNT AYR           ,2018-11-19,   40.6828,  -94.2944,        21
     POCI4,POCAHONTAS          ,2018-11-19,   42.7292,  -94.6606,        31
     MSTI4,MUSCATINE 2 N       ,2018-11-19,   41.4708,  -91.0428,        30
     CLDI4,CLARINDA            ,2018-11-19,   40.7333,  -95.0333,        24
     SDHI4,SHENANDOAH          ,2018-11-19,   40.7833,  -95.3500,        25
     MCTI4,MUSCATINE           ,2018-11-19,   41.4000,  -91.0700,        31
     OSAI4,OSAGE               ,2018-11-19,   43.2794,  -92.8106,        19
     MSHI4,MARSHALLTOWN        ,2018-11-19,   42.0667,  -92.9333,        23
     KNXI4,KNOXVILLE           ,2018-11-19,   41.3167,  -93.1333,        26
     OSKI4,OSKALOOSA           ,2018-11-19,   41.3167,  -92.6500,        46
     CHRI4,CHARITON 1 E        ,2018-11-19,   41.0000,  -93.3167,        24
     SWEI4,SWEA CITY 4 W       ,2018-11-19,   43.3853,  -94.2500,        25
     DNNI4,DONNELLSON          ,2018-11-19,   40.6333,  -91.5667,        35
     ICYI4,IOWA CITY           ,2018-11-19,   41.6489,  -91.5328,        29
     FRFI4,FAIRFIELD           ,2018-11-19,   41.0333,  -91.9500,        24
     NWTI4,NEWTON              ,2018-11-19,   41.7000,  -93.0500,        29
     DAKI4,DAKOTA CITY         ,2018-11-19,   42.7200,  -94.1800,        29
     LSXI4,LITTLE SIOUX 2 NW   ,2018-11-19,   41.8167,  -96.0167,        33
     IWAI4,IOWA FALLS          ,2018-11-19,   42.5333,  -93.2667,        25
     LOGI4,LOGAN               ,2018-11-19,   41.6333,  -95.8167,        34
     MPZI4,MOUNT PLEASANT 1 SSW,2018-11-19,   40.9500,  -91.5500,        28
     FSCI4,FOREST CITY 2 NNE   ,2018-11-19,   43.2839,  -93.6308,        29
     AMOI4,Anamosa 3SSW        ,2018-11-19,   42.0763,  -91.3019,        27
     DCRI4,DECORAH             ,2018-11-19,   43.3043,  -91.7952,        31
     NHPI4,NEW HAMPTON         ,2018-11-19,   43.0575,  -92.3122,        19
     MCWI4,MASON CITY          ,2018-11-19,   43.1500,  -93.1925,        23
     CKPI4,CHEROKEE            ,2018-11-19,   42.7572,  -95.5378,        33
     ATLI4,ATLANTIC 1 NE       ,2018-11-19,   41.4181,  -95.0031,        30
     CINI4,CARROLL             ,2018-11-19,   42.0667,  -94.8500,        35
     GTHI4,GUTHRIE CENTER      ,2018-11-19,   41.6833,  -94.5000,        34
     GNDI4,GRUNDY CENTER       ,2018-11-19,   42.3553,  -92.7739,        23
     DLDI4,Dubuque L&D 11      ,2018-11-19,   42.5167,  -90.6500,        28
     MHRI4,MANCHESTER NO. 2    ,2018-11-19,   42.4667,  -91.4500,        29
     CNTI4,CENTERVILLE         ,2018-11-19,   40.7375,  -92.8703,        30
     SGYI4,Sigourney           ,2018-11-19,   41.3333,  -92.2000,        26
     AUDI4,Audubon             ,2018-11-19,   41.7167,  -94.9333,        32
     AMSI4,AMES 8 WSW          ,2018-11-19,   42.0211,  -93.7742,        32
     TRPI4,TRIPOLI             ,2018-11-19,   42.8131,  -92.2583,        28
     SHDI4,SHELDON             ,2018-11-19,   43.1808,  -95.8528,        35
     PGHI4,PRIMGHAR            ,2018-11-19,   43.0861,  -95.6294,        31
     SIBI4,Sibley              ,2018-11-19,   43.4047,  -95.7483,        34
     LECI4,LeClaire L&D 14     ,2018-11-19,   41.5833,  -90.4167,        32
     RADI4,RATHBUN DAM         ,2018-11-19,   40.8200,  -92.8800,        48
     EOKI4,Keokuk L&D 19       ,2018-11-19,   40.4000,  -91.3667,        32
     BNWI4,BOONE               ,2018-11-19,   42.0500,  -93.9333,        33
     PERI4,PERRY               ,2018-11-19,   41.8381,  -94.1111,        36
     ALRI4,ALLERTON            ,2018-11-19,   40.7067,  -93.3650,        26
     FYTI4,FAYETTE             ,2018-11-19,   42.8504,  -91.8157,        20
     WHTI4,WASHTA              ,2018-11-19,   42.5700,  -95.7000,        35
     RKRI4,ROCK RAPIDS         ,2018-11-19,   43.4200,  -96.1700,        38
     WMTI4,FORT DODGE 5 NNW    ,2018-11-19,   42.5061,  -94.2011,        31
     HPTI4,HAMPTON             ,2018-11-19,   42.7500,  -93.2000,        25
       DMX,Des Moines WFO      ,2018-11-19,   41.7361,  -93.7233,        37
     SXGI4,SIOUX CITY AIRPORT  ,2018-11-19,   42.3964,  -96.3778,        38
     CASI4,CASCADE             ,2018-11-19,   42.3000,  -91.0167,        27
     RKWI4,ROCKWELL CITY       ,2018-11-19,   42.4000,  -94.6167,        34
     ALGI4,ALGONA 3 W          ,2018-11-19,   43.0667,  -94.3061,        26
     OAKI4,OAKLAND             ,2018-11-19,   41.3133,  -95.3906,        29
     WKNI4,Waukon 4SW          ,2018-11-19,   43.2403,  -91.5550,        23

You should be able to 'copy & paste' this raw data listing into a simple text editor and save the data file on your machine. Most GIS systems can then import this dataset as a layer. You may have to omit the commented lines (#) if your GIS has trouble importing the data.