NOAA makes a large adjustment to US temperatures known as the Time of Observation Bias Adjustment (TOB.) Here is their official explanation.
They claim that the adjustment has little effect until 1970, then causes 0.3F warming from 1970 to 1990, and none after 1990.
Applying the Time of Observation adjustment (black line) resulted in approximately a 0.3F warming from the late 1960’s to the 1990’s
Their actual adjustment looks nothing like what their documentation claims. It cools the past in a hockey stick by 0.7F, and it gets steeper after 1990, not flat. Their documentation (like the adjustment) is fake.
The TOBS adjustment turns a hundred year cooling trend into a warming trend, by massively cooling the past.
The theory behind the adjustment is that in the past people tended to reset their min/max thermometers only once per day in the afternoon, causing double counting of hot temperatures from the previous day. Now people tend to reset in the morning, causing double counting of cold days. If it were true, it would be a real problem and would indicate that station operators are complete morons.
Suppose day one is 90 degrees at 4 PM, and a cold front comes through at 5PM and it starts snowing. If the thermometer was reset at 4PM, then the maximum temperature for day 2 would also be recorded as 90 degrees, even though the temperature never got out of the 30s. This is not a subtle problem. I had a min/max thermometer when I was eight years old, and I recognized the problem after about two days. So I reset the max in the morning, and reset the min in the afternoon – problem solved. I assume that anyone operating a min/max thermometer would come up with a similar solution.
But NOAA assumes that their station operators are idiots and applies their fake TOB adjustment, which is nothing even remotely like their documentation claims it is.
It is simple enough to test if the adjustment is necessary, by simply eliminating any stations which might be at risk. NOAA keeps station histories, and I identified which stations reset their thermometers during the afternoon in 1936, and which ones reset their thermometers in the morning in 1936.
According to NOAA documents, there were 273 stations which reset their thermometers at morning or night during July 1936, and 861 stations which reset their thermometers in the afternoon. I plotted the trends for both groups of stations, and found that the trends were essentially identical. the only difference is that morning stations are warmer, because they are located at lower latitudes than afternoon stations. People tend to be more active in the morning where it is warmer.
What this shows us is that the TOB adjustment is junk science. If TOB was a real problem, the slope of the morning stations would be more positive than the slope of the afternoon stations. This is because morning stations would have been recorded too cold in the past, and afternoon stations would have recorded too hot in the past.
But we don’t see that. The slope for morning and afternoon stations is essentially identical. Instead of doing a simple check like I did, NOAA simply applies their fake adjustment, and then Zeke and Nick write about it proudly on skeptics’ blogs.
Stations used in this analysis :
1936 morning stations FAIRHOPE 2 NE AL US USC00012813 AJO AZ US USC00020080 CHILDS AZ US USC00021614 DOUGLAS AZ US USC00022659 FT VALLEY AZ US USC00023160 GRAND CANYON NP 2 AZ US USC00023596 LEES FERRY AZ US USC00024849 MESA AZ US USC00025467 MIAMI AZ US USC00025512 PRESCOTT AZ US USC00026796 ROOSEVELT 1 WNW AZ US USC00027281 SACATON AZ US USC00027370 SAFFORD AGRICULTRL CTR AZ US USC00027390 WICKENBURG AZ US USC00029287 WILLIAMS AZ US USC00029359 YUMA CITRUS STN AZ US USC00029652 GRAVETTE AR US USC00032930 BLYTHE CA US USC00040924 CHULA VISTA CA US USC00041758 CUYAMACA CA US USC00042239 DAVIS 2 WSW EXP FARM CA US USC00042294 FAIRMONT CA US USC00042941 HANFORD 1 S CA US USC00043747 HEALDSBURG CA US USC00043875 LODI CA US USC00045032 MERCED CA US USC00045532 NEWPORT BEACH HARBOR CA US USC00046175 ORLEANS CA US USC00046508 PASO ROBLES CA US USC00046730 QUINCY CA US USC00047195 SAN LUIS OBISPO POLY CA US USC00047851 SUSANVILLE 2SW CA US USC00048702 TAHOE CITY CA US USC00048758 TEJON RANCHO CA US USC00048839 TUSTIN IRVINE RCH CA US USC00049087 WEAVERVILLE CA US USC00049490 WILLOWS 6 W CA US USC00049699 YREKA CA US USC00049866 FT MORGAN CO US USC00053038 TRINIDAD CO US USC00058429 APALACHICOLA AIRPORT FL US USC00080211 BARTOW 1SE FL US USC00080478 BELLE GLADE FL US USC00080611 FT LAUDERDALE FL US USC00083163 FT PIERCE FL US USC00083207 LAKE CITY 2 E FL US USC00084731 MADISON FL US USC00085275 OCALA FL US USC00086414 PERRINE 4W FL US USC00087020 TITUSVILLE FL US USC00088942 BAINBRIDGE INTL PAPER GA US USC00090586 BLAKELY GA US USC00090979 HAWKINSVILLE GA US USC00094170 MILLEDGEVILLE GA US USC00095874 NEWNAN 7 WNW GA US USC00096335 QUITMAN 2 NW GA US USC00097276 TIFTON GA US USC00098703 W PT GA US USC00099291 ARROWROCK DAM ID US USC00100448 CAMBRIDGE ID US USC00101408 DWORSHAK FISH HATCHERY ID US USC00102845 FENN RS ID US USC00103143 HOLLISTER ID US USC00104295 KELLOGG ID US USC00104831 PAYETTE ID US USC00106891 SALMON-KSRA ID US USC00108080 SHOALS 8 S IN US USC00128036 CHARLES CITY IA US USC00131402 FRANKFORT DOWNTOWN KY US USC00153028 ALEXANDRIA LA US USC00160098 BASTROP LA US USC00160537 PLAIN DEALING LA US USC00167344 EASTPORT ME US USC00172426 LEWISTON ME US USC00174566 WOODLAND ME US USC00179891 CUMBERLAND 2 MD US USC00182282 PRINCESS ANNE MD US USC00187330 BLUE HILL MA US USC00190736 CLINTON MA US USC00191561 GREAT BARRINGTON 2N MA US USC00193213 LAWRENCE MA US USC00194105 PLYMOUTH-KINGSTON MA US USC00196486 ALLEGAN 5NE MI US USC00200128 STAMBAUGH 2SSE MI US USC00207812 CHASKA MN US USC00211465 DETROIT LAKES 1 NNE MN US USC00212142 NEW ULM 2 SE MN US USC00215887 PIPESTONE MN US USC00216565 CRYSTAL SPGS EXP STN MS US USC00222094 GREENVILLE MS US USC00223605 NATCHEZ MS US USC00226177 PONTOTOC EXP STN MS US USC00227111 BRUNSWICK MO US USC00231037 CARUTHERSVILLE MO US USC00231364 FARMINGTON MO US USC00232809 JEFFERSON CITY WTP MO US USC00234271 LAMAR 7N MO US USC00234705 LEBANON 2W MO US USC00234825 LEES SUMMIT REED WR MO US USC00234850 LEXINGTON 3E MO US USC00234904 MEXICO MO US USC00235541 MOBERLY MO US USC00235671 MTN GROVE 2 N MO US USC00235834 UNIONVILLE MO US USC00238523 ANACONDA MT US USC00240199 FORKS 4 NNE MT US USC00243089 FT ASSINIBOINE MT US USC00243110 HUNTLEY EXP STN MT US USC00244345 KALISPELL GLACIER AP MT US USC00244558 MOCCASIN EXP STN MT US USC00245761 ALLIANCE 1WNW NE US USC00250130 ATKINSON 3SW NE US USC00250420 BEATRICE 1N NE US USC00250622 BROKEN BOW 2 W NE US USC00251200 CRETE 4ESE NE US USC00252020 FAIRBURY 5S NE US USC00252820 FAIRMONT NE US USC00252840 HALSEY 2 W NE US USC00253540 IMPERIAL NE US USC00254110 KIMBALL 2NE NE US USC00254440 NORTH LOUP NE US USC00256040 SEWARD NE US USC00257715 TEKAMAH NE US USC00258480 WEEPING WATER NE US USC00259090 AUSTIN #2 NV US USC00260507 FALLON EXP STN NV US USC00262780 LOVELOCK NV US USC00264698 MCGILL NV US USC00264950 MINA NV US USC00265168 WELLS NV US USC00268988 HANOVER NH US USC00273850 BOONTON 1 SE NJ US USC00280907 LONG BRANCH OAKHURST NJ US USC00284987 MOORESTOWN NJ US USC00285728 PLAINFIELD NJ US USC00287079 LAS VEGAS WWTP NM US USC00294862 MTN PARK NM US USC00295960 TUCUMCARI 4 NE NM US USC00299156 TULAROSA NM US USC00299165 BAINBRIDGE 2 E NY US USC00300360 BATAVIA NY US USC00300443 CHASM FALLS NY US USC00301387 ELMIRA NY US USC00302610 GLENHAM NY US USC00303259 HEMLOCK NY US USC00303773 INDIAN LAKE 2SW NY US USC00304102 ITHACA CORNELL UNIV NY US USC00304174 LAKE PLACID 2 S NY US USC00304555 LITTLE FALLS MILL ST NY US USC00304796 LOWVILLE NY US USC00304912 EMMONS NY US USC00305113 OSWEGO E NY US USC00306314 PORT JERVIS NY US USC00306774 POUGHKEEPSIE NY US USC00306820 SCARSDALE NY US USC00307497 SETAUKET STRONG NY US USC00307633 STILLWATER RSVR NY US USC00308248 TROY L&D NY US USC00308600 TUPPER LAKE SUNMOUNT NY US USC00308631 UTICA NY US USC00308739 WALDEN 1 ESE NY US USC00308906 WALES NY US USC00308910 WEST POINT NY US USC00309292 YORKTOWN HTS 1W NY US USC00309670 KINSTON 7 SE NC US USC00314684 LUMBERTON NC US USC00315177 TARBORO 1 S NC US USC00318500 WAYNESVILLE 1 E NC US USC00319147 DICKINSON EXP STN ND US USC00322188 LANGDON EXP FARM ND US USC00324958 MANDAN EXP STN ND US USC00325479 NAPOLEON ND US USC00326255 NEW ENGLAND ND US USC00326315 WILLOW CITY ND US USC00329445 FINDLAY WPCC OH US USC00332791 GREENVILLE WTP OH US USC00333375 PORTSMOUTH-SCIOTOVILLE OH US USC00336781 WAUSEON WTP OH US USC00338822 HUGO OK US USC00344384 MUTUAL OK US USC00346139 BEND OR US USC00350694 MC MINNVILLE OR US USC00355384 PILOT ROCK 1 SE OR US USC00356634 RIDDLE OR US USC00357169 ROSEBURG KQEN OR US USC00357331 FRANKLIN PA US USC00363028 JOHNSTOWN PA US USC00364385 NEW CASTLE 1 N PA US USC00366233 PALMERTON PA US USC00366689 READING 4 NNW PA US USC00367322 RIDGWAY PA US USC00367477 STATE COLLEGE PA US USC00368449 STROUDSBURG PA US USC00368596 WARREN PA US USC00369298 CALHOUN FALLS SC US USC00381277 CAMDEN 3 W SC US USC00381310 CHERAW SC US USC00381588 COLUMBIA UNIV OF SC SC US USC00381944 CONWAY SC US USC00381997 DARLINGTON SC 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US USC00416892 QUANAH 2 SW TX US USC00417336 RIO GRANDE CITY TX US USC00417622 SNYDER TX US USC00418433 TEMPLE TX US USC00418910 WEATHERFORD TX US USC00419532 FT DUCHESNE UT US USC00422996 LOGAN UTAH ST UNIV UT US USC00425186 UTAH LAKE LEHI UT US USC00428973 NORTHFIELD 3 SSE VT US USC00435740 CHARLOTTESVILLE 2W VA US USC00441593 LEXINGTON VA US USC00444876 PENNINGTON GAP VA US USC00446626 ROCKY MT VA US USC00447338 STAUNTON WTP VA US USC00448062 ABERDEEN WA US USC00450008 BLAINE WA US USC00450729 CEDAR LAKE WA US USC00451233 CLEARBROOK WA US USC00451484 ELLENSBURG WA US USC00452505 LONG BEACH EXP STN WA US USC00454748 POMEROY WA US USC00456610 PORT ANGELES WA US USC00456624 PULLMAN 2 NW WA US USC00456789 RAYMOND 2 S WA US USC00456914 SUNNYSIDE WA US USC00458207 WENATCHEE WA US USC00459074 GARY WV US USC00463353 PARSONS 1 NE WV US USC00466867 PICKENS 4 SSE WV US USC00467001 SPENCER WV US USC00468384 WILLIAMSON WV US USC00469605 OSHKOSH WI US USC00476330 GREEN RIVER WY US USC00484065 MIDWEST WY US USC00486195 NEWCASTLE WY US USC00486660 SHERIDAN FLD STN WY US USC00488160 WORLAND WY US USC00489770 YELLOWSTONE PK MAMMOTH WY US USC00489905 1936 Afternoon stations BREWTON 3 SSE AL US USC00011084 GAINESVILLE LOCK AL US USC00013160 GREENSBORO AL US USC00013511 HIGHLAND HOME AL US USC00013816 SAINT BERNARD AL US USC00017157 SCOTTSBORO AL US USC00017304 SELMA AL US USC00017366 TALLADEGA AL US USC00018024 THOMASVILLE AL US USC00018178 TROY AL US USC00018323 TUSCALOOSA ACFD AL US USC00018380 UNION SPRINGS 9 S AL US USC00018438 VALLEY HEAD AL US USC00018469 BUCKEYE AZ US USC00021026 CANYON DE CHELLY AZ US USC00021248 HOLBROOK AZ US USC00024089 KINGMAN #2 AZ US USC00024645 PARKER AZ US USC00026250 SAINT JOHNS AZ US USC00027435 SELIGMAN AZ US USC00027716 TOMBSTONE AZ US USC00028619 BRINKLEY AR US USC00030936 CONWAY AR US USC00031596 CORNING AR US USC00031632 EUREKA SPRINGS 3 WNW AR US USC00032356 FAYETTEVILLE EXP STN AR US USC00032444 MAMMOTH SPRING AR US USC00034572 MENA AR US 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