Global maps of soil temperature.

Research in global change ecology relies heavily on global climatic grids derived from estimates of air temperature in open areas at around 2 m above the ground. These climatic grids do not reflect conditions below vegetation canopies and near the ground surface, where critical ecosystem functions occur and most terrestrial species reside. Here, we provide global maps of soil temperature and bioclimatic variables at a 1-km <sup>2</sup> resolution for 0-5 and 5-15 cm soil depth. These maps were created by calculating the difference (i.e. offset) between in situ soil temperature measurements, based on time series from over 1200 1-km <sup>2</sup> pixels (summarized from 8519 unique temperature sensors) across all the world's major terrestrial biomes, and coarse-grained air temperature estimates from ERA5-Land (an atmospheric reanalysis by the European Centre for Medium-Range Weather Forecasts). We show that mean annual soil temperature differs markedly from the corresponding gridded air temperature, by up to 10°C (mean = 3.0 ± 2.1°C), with substantial variation across biomes and seasons. Over the year, soils in cold and/or dry biomes are substantially warmer (+3.6 ± 2.3°C) than gridded air temperature, whereas soils in warm and humid environments are on average slightly cooler (-0.7 ± 2.3°C). The observed substantial and biome-specific offsets emphasize that the projected impacts of climate and climate change on near-surface biodiversity and ecosystem functioning are inaccurately assessed when air rather than soil temperature is used, especially in cold environments. The global soil-related bioclimatic variables provided here are an important step forward for any application in ecology and related disciplines. Nevertheless, we highlight the need to fill remaining geographic gaps by collecting more in situ measurements of microclimate conditions to further enhance the spatiotemporal resolution of global soil temperature products for ecological applications

Ecological and evolutionary drivers of phenotypic and genetic variation in the European crabapple ( Malus sylvestris (L.) Mill.), a wild relative of the cultivated apple

Characterizing the phenotypic and genetic variation among populations of crop wild relatives help understanding the ecological and evolutionary processes involved in population divergence, and better harness their diversity to mitigate the impact of climate change on crops. We assessed genetic and phenotypic diversity of the European crabapple, Malus sylvestris , a main contributor to the cultivated apple genome ( Malus domestica ), and investigated for ecological divergence. We assessed variation in growth rate and traits related to carbon uptake between seedlings measured in a common garden, and related it to the genetic ancestry of the seedlings, assessed using 13 microsatellite loci and Bayesian clustering method. The occurrence of patterns of isolation-by-distance, -by-climate and -by-adaptation that might have caused genetic and phenotypic differentiation among M. sylvestris populations was also tested. Seedlings belonged to seven M. sylvestris populations in Europe, with 11.6% of seedlings introgressed by M. domestica . Significant trait variation among M. sylvestris populations was observed, which for some was of moderate to high heritability. Lack of association between trait and genetic divergence suggests that this significant phenotypic variation is not adaptive, but strong association between genetic variation and the climate during the last glacial maximum suggests local adaptation of M. sylvestris to past climates. This study provides an insight into the ecological and evolutionary drivers of phenotypic and genetic differentiation among populations of a wild apple species and relative of cultivated apples, which is a starting point for future breeding programs. Societal impact Statement Apple is a major fruit crop worldwide and a model species for understanding the evolutionary processes underlying perennial crop domestication. Several wild species have contributed to the genetic make-up of the cultivated apple, yet phenotypic and genetic diversity data across their natural distribution is lacking. This study revealed phenotypic variation between populations of the European crabapple, and showed that both geography, and surprisingly, past but not current climate, shaped its genetic structure. We provide a starting point for harnessing wild apple diversity for apple breeding programs to mitigate the impact of climate change on this perennial crop

Large-scale geographic survey provides insights into the colonization history of a major aphid pest on its cultivated apple host in Europe, North America and North Africa

With frequent host shifts involving the colonization of new hosts across large geographical ranges, crop pests are good models for examining the mechanisms of rapid colonization. The microbial partners of pest insects may be involved or affected by colonization, which has been little studied so far. We investigated the demographic history of the rosy apple aphid, Dysaphis plantaginea, a major pest of the cultivated apple (Malus domestica) in Europe, North Africa and North America, as well as the diversity of its endosymbiotic bacterial community. We genotyped a comprehensive sample of 714 colonies from Europe, Morocco and the US using mitochondrial (CytB and CO1), bacterial (16s rRNA and TrnpB), and 30 microsatellite markers. We detected five populations spread across the US, Morocco, Western and Eastern Europe, and Spain. Populations showed weak genetic differentiation and high genetic diversity, except the Moroccan and the North American that are likely the result of recent colonization events. Coalescent-based inferences releaved high levels of gene flow among populations during the colonization, but did not allow determining the sequence of colonization of Europe, America and Morroco by D. plantaginea, likely because of the weak genetic differentiation and the occurrence of gene flow among populations. Finally, we found that D. plantaginea rarely hosts any other endosymbiotic bacteria than its obligate nutritional symbiont Buchnera aphidicola. This suggests that secondary endosymbionts did not play any role in the rapid spread of the rosy apple aphid. These findings have fundamental importance for understanding pest colonization processes and implications for sustainable pest control programs