Abstract. The errors and uncertainties associated with gap-filling algorithms of water, carbon, energy fluxes data have always been one the main challenges global network microclimatological tower sites that use eddy covariance (EC) technique. To address these concerns find more efficient algorithms, we reviewed eight to estimate missing values environmental drivers nine for three major typical...