How best to log local temperatures?

In this article, the author discusses on how to log local temperatures. He advises that climate community should work with each other for creating a clean and open repository of detailed temperature data. He says that the projects that are working for creating the climate data sets on smaller scales of time and space do not cover the whole world and are operating only in specific regions. The author further believes that community must collect temperature records throughout the world.