Abstract

Abstract Soybean is a candidate crop to increase the independency of Europe in leguminous protein crops. However, its adaptation to northern European regions is not yet well defined due to the lack of long-term references. Herein, we simulated soybean yield potential in northern France and identified the main yield limiting factors under rainfed vs. irrigated conditions. Two cultivars representing maturity groups 000 and 00 were planted within three different trials. Leaf area index, shoot and pod biomass, main phenological stages and yield were recorded to evaluate CROPGRO-soybean model predictability. Adjustment of genetic coefficients was performed prior to simulate yield on 21-years weather database (1999–2018) at Beauvais (France, N 49.46°, E 2.07°) and Estrées-Mons (France, N 49.88°, E 3.01°) under different water regimes and planting dates. Predictions showed that adding irrigation at grain filling period would increase yield potential to the level of non-water limited scenarios. Although simulated yield variability is reduced with irrigation, the remaining variability suggests that water is not the only yield-limiting factor. A tentative explanation is proposed by deriving environmental covariates from the model. The analysis confirmed the importance of precipitation amount (optimum around 200 mm) and duration (optimum around 60 days) of the flowering to physiological maturity period under rainfed conditions. Under irrigated conditions, increasing evapotranspiration and average minimum temperature affected simulated yield positively while increasing the number of days below 10 °C had a negative impact. These results give insights for soybean crop management and bring indications to breeders for adapting the existing genetic material to northern Europe.

Highlights

  • Increasing the production of protein crops in Europe for both food and feed usages is becoming a growing priority for three main reasons: being more independent from imports, decreasing usage of nitrates and pesticides, giving new options to farmers (Plaza-Bonilla et al 2017; Marraccini et al 2020)

  • Cumulative fresh leaf area was measured in each sample using LI-3100C Area Meter instrument (LI-COR®) and used to determine the Leaf Area Index (LAI)

  • The level of stress can be linked to the potential evapotranspiration that is higher at Beauvais compared with Estrées-Mons for both emergence to flowering (173 ± 22 mm and 158 ± 21 mm, respectively) and flowering to physiological maturity (230 ± 20 mm and 219 ± 21 mm, respectively) periods

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Summary

Introduction

Increasing the production of protein crops in Europe for both food and feed usages is becoming a growing priority for three main reasons: being more independent from imports, decreasing usage of nitrates and pesticides, giving new options to farmers (Plaza-Bonilla et al 2017; Marraccini et al 2020). According to the Köppen-Geiger World climate classification, northern France belongs to a Cfb type of climate: marine temperate without dry seasons, warm summers and mild winters (Peel et al 2007; Beck et al 2018). This cluster includes a large part of France, UK, Belgium, Western Germany, the Netherlands and part of Denmark. Another classification has been proposed for Europe where the region falls under a Maritime zone which includes

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