This page has as attachments below the files that are referenced on the Moyhu blog.
New TempLSV2.1release. TempLSv2.1.zip is 16Mb, includes GHCN data. TempLSv2.1_small.zip has all readable files, including code. GSOD.zip has GSOD data.
Some descriptions but see below for full list: TempLS.pdf is the math description of Ver 1 of TempLS All-Files.zip should be a complete zip-file of codes and examples All-R.zip is a zip-file of R codes. KMLfiles.zip KML files for visualising stations in Google Earth KMLGHCNyears.zip More KMZ files - explanation
All-Files.zip, contains: Directories All-R BigCity Continents GISS UHI Adju Latitude Band Older Version
Shows in Google Earth (initially) all stations from CRUTEM3,GHCN,GSOD and BEST. Arranged in folders - see GE panel on left. Top level, foldered by source, then by start year. The full set is cluttered, so I suggest closing initially all folders except the source you want.
2 KML files for the CRUTEM3 stations - pushpins sized by length of data. Unzip and click on names to bring up Google Earth with stations showing. Click on names for details. The files are foldered by start or end year (of data).