Computer assisted screening, correction, and analysis of historical weather measurements
A computer program, Historical Observation Tools (HOB Tools), has been developed to facilitate many of the calculations used by historical climatologists to develop instrumental and documentary temperature and precipitation datasets and makes them readily accessible to other researchers. The primitive methodology used by the early weather observers makes the application of standard techniques difficult. HOB Tools provides a step-by-step framework to visually and statistically assess, adjust, and reconstruct historical temperature and precipitation datasets. These routines include the ability to check for undocumented discontinuities, adjust temperature data for poor thermometer exposures and diurnal averaging, and assess and adjust daily precipitation data for undercount. This paper provides an overview of the Visual Basic.NET program and a demonstration of how it can assist in the development of extended temperature and precipitation datasets using modern and early instrumental measurements from the United States. © 2013 Elsevier Ltd.
Computers and Geosciences
Burnette, D., & Stahle, D. (2013). Computer assisted screening, correction, and analysis of historical weather measurements. Computers and Geosciences, 54, 309-317. https://doi.org/10.1016/j.cageo.2013.01.003