To meet the challenge of estimating spatially varying groundwater recharge (GR), increasing attention has been given to the use of vadose zone models (VZMs). However, the application of this approach is usually constrained by the lack of field soil hydraulic characteristics (SHCs) required by VZMs. To tackle this issue, SHCs based on the van Genuchten or Brooks-Corey model are generally estimated by pedotransfer functions or taken from texture based class averages. With the increasing use of this method, it is important to elucidate the controls of SHCs on computing GR mostly due to the high nonlinearity of the models. In this study, it is hypothesized that the nonlinear controls of SHCs on computing GR would vary with climatic conditions. To test this hypothesis, a widely used VZM along with two SHCs datasets for sand and loamy sand is used to compute GR at four sites in the continental Unites States with a significant gradient of precipitation (P). The simulation results show that the distribution patterns of mean annual GR ratios ((GR) over bar/(P) over bar, where (GR) over bar and (P) over bar are mean annual GR and P, respectively) vary considerably across the sites, largely depending on soil texture and climatic conditions at each site. It is found that (GR) over bar/(P) over bar is mainly controlled by the shape factor n in the van Genuchten model and the nonlinear effect of n on (GR) over bar/(P) over bar varies with climatic conditions. Specifically, for both soil textures, the variability in (GR) over bar/(P) over bar is smallest at the Andrews Forest with the highest (P) over barP (191.3 cm/year) and GR/P is least sensitive to n; whereas, the variability in (GR) over bar/(P) over bar at the Konza Prairie ((P) over bar = 84.2 cm/year) is the largest and (GR) over bar/(P) over bar is most sensitive to n. With further decreasing P, the nonlinear effect of n weakens at the Barta Brothers ((P) over bar = 57.3 cm/year) and Sevilleta ((P) over bar = 203 cm/year), leading to smaller GR/P variability at those two sites than at the Konza Prairie. The results also reveal that (GR) over bar/(P) over bar in finer soils with smaller n values decreases more rapidly with decreasing P. (C) 2014 Elsevier B.V. All rights reserved.