Abstract. Soil moisture predictions from land surface models are important in hydrological, ecological, and meteorological applications. In recent years, the availability of wide-area soil measurements has increased, but few studies have combined model-based with situ observations beyond point scale. Here we show that can markedly improve estimates Joint UK Land Environment Simulator (JULES) mo...