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Satellite-derived high-resolution precipitation products (HRPP) have been developed to address the needs of the user community and are now available with 0.25° × 0.25° (or less) subdaily resolutions. This paper evaluates a number of commonly available satellite-derived HRPPs covering northwest Europe over a 6-yr period. Precipitation products include the Tropical Rainfall Measuring Mission (TRMM) Multisatellite Precipitation Analysis (TMPA), the Climate Prediction Center (CPC) morphing (CMORPH) technique, the CPC merged microwave technique, the Naval Research Laboratory (NRL) blended technique, and the Precipitation Estimation from Remotely Sensed Information using Artificial Neural Networks (PERSIANN) technique. In addition, the Geosynchronous Operational Environmental Satellite (GOES) precipitation index (GPI) and the European Centre for Medium-Range Weather Forecasting (ECMWF) operational forecast model products are included for comparison. Surface reference data from the European radar network is used as ground truth, supported by the Global Precipitation Climatology Centre (GPCC) precipitation gauge analysis and gauge data over the United Kingdom. Measures of correlation, bias ratio, probability of detection, and false alarm ratio are used to evaluate the products. Results show that satellite products generally exhibit a seasonal cycle in correlation, bias ratio, probability of detection, and false alarm ratio, with poorer statistics during the winter. The ECMWF model also shows a seasonal cycle in the correlation, although the results are poorer during the summer, while the bias ratio, probability of detection, and false alarm ratio are consistent through all seasons. Importantly, all the satellite HRPPs underestimate precipitation over northwest Europe in all seasons. [ABSTRACT FROM AUTHOR]

• Technological and behavioural developments in Europe at 400,000 years ago. • Model of landscape and resources shaping development of localised material culture. • Model of population movement triggered by shifts in climate or environment. • Estimates of social group and territory size for Middle Pleistocene Europe. Identification of cultural groups is rare in the early Palaeolithic due to site formation processes including taphonomy and the effect of raw material and site function. This paper reviews a critical period in Europe at about 400 ka (MIS 11) when we may be able to identify such groups. This period, sees more sustained occupation and evidence of new technologies, including bone and wooden tools, hunting and fire-use. Importantly, brain size had begun to approach modern capacity. The fine-tuned record from Britain enables correlation of sites and new models of human behaviour to be developed. Millennial-scale changes in material culture can now be recognised, which can be interpreted as brief incursions by different cultural groups into Britain from mainland Europe. We suggest that population movement was primarily driven by changes in climate and environment. We further propose that variation in material culture is a reflection of local resources and landscape and that during stable environment localised expressions of culture emerge. This can be applied to Europe, where it is suggested that a complex mosaic of small-scale cultural groupings can be identified, some with and some without handaxes, but underpinned by a common set of technologies and behaviours. [ABSTRACT FROM AUTHOR]