In this presentation, we will describe the current analysis methods and new methods developed to improve the existing products. Newly developed GLMP guidance for opaque sky cover, 10-m wind and gust, and probability grids of ceiling height and visibility will be described. These new products are scheduled to be implemented in 2015 and 2016. This presentation will focus on improvements over current operational GLMP temperature, dewpoint temperature, ceiling height, and visibility products, improvements of temporal consistencies between gridded observations (0-h projection) and the first projection (1-h) of gridded LAMP forecasts, and the addition of new GLMP sky cover, wind, and gust products. The strengths, weaknesses, challenges, and future plans for improving each gridded weather element product will be discussed.