Jia Linxi, Sun Mingming, He Mingrui, Yang Mingfeng, Zhang Meng, Yu Hua
College of Plant Protection, Shandong Agricultural University, Tai'an, China.
Technology Center, China Tobacco Shandong Industrial Co., Ltd., Qingdao, China.
Front Plant Sci. 2024 Jul 17;15:1371998. doi: 10.3389/fpls.2024.1371998. eCollection 2024.
L. (tobacco) has extremely high economic value, medicinal value, scientific research value and some other uses. Though it has been widely cultivated throughout the world, classification and change of its suitable habitats is not that clear, especially in the context of global warming. In order to achieve rational cultivation and sustainable development of tobacco, current (average from 1970-2000) and future (2070, average from 2061-2080) potential suitable habitats of L. were forecasted with MaxEnt model and ArcGIS platform based on 854 occurrence data and 22 environmental factors in this study. The results revealed that mean temperature of warmest quarter (bio10), annual precipitation (bio12), solar radiation in September (Srad9), and clay content (CLAY) were the four decisive environment variables for the distribution of L. Under current climate conditions, suitable habitats of L. were mainly distributed in south-central Europe, south-central North America, most parts of South America, central Africa, south and southeast Asia, and southeast coast of Australia, and only 13.7% of these areas were highly suitable. By the year 2070, suitable habitats under SSP1-2.6, SSP3-7.0, and SSP5-8.5 climate scenarios would all increase with the largest increase found under SSP3-7.0 scenario, while suitable habitats would reduce under SSP2-4.5 climate scenario. Globally, the center of mass of suitable habitats would migrate to southeast to varying degrees within Libya under four different climate scenarios. The emergence of new habitats and the disappearance of old habitats would all occur simultaneously under each climate scenario, and the specific changes in each area, combined with the prediction results under current climate conditions, will provide an important reference for the adjustment of agronomic practices and rational cultivation of L. both currently and in the future.
烟草具有极高的经济价值、药用价值、科研价值及其他一些用途。尽管它在全球范围内已广泛种植,但其适宜栖息地的分类及变化情况尚不明晰,尤其是在全球变暖的背景下。为实现烟草的合理种植与可持续发展,本研究基于854个分布点数据和22个环境因子,利用MaxEnt模型和ArcGIS平台预测了烟草当前(1970 - 2000年平均值)和未来(2070年,2061 - 2080年平均值)的潜在适宜栖息地。结果表明,最暖季平均温度(bio10)、年降水量(bio12)、9月太阳辐射(Srad9)和黏土含量(CLAY)是影响烟草分布的四个决定性环境变量。在当前气候条件下,烟草适宜栖息地主要分布在欧洲中南部、北美中南部、南美洲大部分地区、非洲中部、亚洲南部和东南部以及澳大利亚东南海岸,其中只有13.7%的区域为高度适宜。到2070年,在SSP1 - 2.6、SSP3 - 7.0和SSP5 - 8.5气候情景下,适宜栖息地面积均会增加,其中SSP3 - 7.0情景下增加幅度最大,而在SSP2 - 4.5气候情景下适宜栖息地面积会减少。在全球范围内,在四种不同气候情景下,适宜栖息地的质心均会在利比亚境内不同程度地向东南方向迁移。在每种气候情景下,新栖息地的出现和旧栖息地的消失都会同时发生,各地区的具体变化情况,结合当前气候条件下的预测结果,将为当前及未来烟草农艺措施的调整和合理种植提供重要参考。