Key Laboratory of Land Surface Pattern and Simulation, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, 100101, China.
College of Resources and Environment, University of Chinese Academy of Sciences, Beijing, 100049, China.
Sci Rep. 2022 May 10;12(1):7625. doi: 10.1038/s41598-022-11711-w.
Grain production is becoming increasingly vulnerable to climate change globally. Highland barley (HB) is the most important cereal crop in the Qinghai-Tibet Plateau (QTP), so assessing HB productivity and its response to climate change could help to understand the capacity of grain production and food security. This study simulated the potential yield of HB annually at 72 meteorological stations for 1978-2017 using the WOFOST model, and then analyzed the spatiotemporal changes of HB potential yield and climatic factors in the growing season. Further, the influence of climate change on HB potential yield was explored in different temperature zones (TZ). Results indicate that the annual average of HB potential yield ranged from 3.5 to 8.1 t/ha in the QTP, and it was averaged at 6.5 t/ha in TZ-3, higher than other zones. From 1978 to 2017, HB potential yield for the whole QTP decreased slightly by 2.1 kg/ha per year, and its change rates were 23.9, 10.1, - 15.9, - 23.8 and - 16.7 kg/ha/year from TZ-1 to TZ-5 (p < 0.05), respectively. In all zones, average (Tave), maximum (Tmax) and minimum temperature (Tmin) showed a significantly warming trend (p < 0.01), and Tmin increased by 0.53, 0.45, 0.44, 0.40 and 0.69 °C per decade, higher than that of Tave and Tmax. However, temperature diurnal range (TDR) and radiation (RA) showed a downward trend, and their decrease rates were far higher in TZ-5 and TZ-3. In TZ-1, ΔTDR was the critical factor to the change in HB potential yield, which would increase by 420.30 kg/ha for 1 °C increase of ΔTDR (p < 0.01). From TZ-2 to TZ-5, ΔRA was the critical factor, but the influence amplitude in terms of the elastic coefficient, decreased from 4.08 to 0.99 (p < 0.01). In addition, other factors such as ΔTmax in TZ-3 and ΔTmin in TZ-4 and TZ-5 also had an important influence on the potential yield. To improve the HB productivity in the QTP, suitable varieties should be developed and introduced to adapt the climate warming in different temperature zones. In addition, efforts are needed to adjust the strategies of fertilizers and irrigation applications.
粮食生产在全球范围内越来越容易受到气候变化的影响。青稞是青藏高原最重要的粮食作物,因此评估青稞的生产力及其对气候变化的响应有助于了解粮食生产和粮食安全的能力。本研究利用 WOFOST 模型模拟了 1978-2017 年 72 个气象站的青稞潜在产量,分析了青稞潜在产量及其生长季节气候因子的时空变化。进一步探讨了气候变化对不同温度带(TZ)青稞潜在产量的影响。结果表明,青藏高原青稞潜在产量年平均值为 3.5-8.1 t/ha,其中 TZ-3 平均为 6.5 t/ha,高于其他 TZ。1978-2017 年,整个青藏高原的青稞潜在产量每年略有减少,平均每年减少 2.1 kg/ha,从 TZ-1 到 TZ-5 的变化率分别为 23.9、10.1、-15.9、-23.8 和-16.7 kg/ha/年(p<0.05)。在所有 TZ 中,平均温度(Tave)、最高温度(Tmax)和最低温度(Tmin)均呈显著变暖趋势(p<0.01),Tmin 每十年增加 0.53、0.45、0.44、0.40 和 0.69°C,高于 Tave 和 Tmax。然而,温度日较差(TDR)和辐射(RA)呈下降趋势,在 TZ-5 和 TZ-3 下降幅度更高。在 TZ-1 中,ΔTDR 是影响青稞潜在产量变化的关键因素,ΔTDR 每增加 1°C,潜在产量将增加 420.30 kg/ha(p<0.01)。从 TZ-2 到 TZ-5,ΔRA 是影响产量变化的关键因素,但弹性系数的影响幅度从 4.08 减小到 0.99(p<0.01)。此外,在 TZ-3 中,其他因素如 ΔTmax 和在 TZ-4 和 TZ-5 中,ΔTmin 也对潜在产量有重要影响。为了提高青藏高原的青稞生产力,应在不同的温度带开发和引进适应气候变暖的适宜品种,并调整施肥和灌溉策略。