Lian Xihong, Jiao Limin, Hu Yuanchao, Liu Zejin
School of Resource and Environmental Sciences, Wuhan University, Wuhan 430079, China; Key Laboratory of Geographic Information System, Ministry of Education, Wuhan University, Wuhan 430079, China.
School of Resource and Environmental Sciences, Wuhan University, Wuhan 430079, China; Key Laboratory of Geographic Information System, Ministry of Education, Wuhan University, Wuhan 430079, China.
Sci Total Environ. 2023 Feb 1;858(Pt 3):159995. doi: 10.1016/j.scitotenv.2022.159995. Epub 2022 Nov 8.
Ecological regions of medium fragility account for 55 % of China's land. Large-scale afforestation and land reclamation have been carried out in these areas over the past few decades. However, how future climate change poses risks and challenges to them remains unclear. By establishing a multi-algorithm framework combining machine learning algorithms with multi-source dataset, our work predicts Normalized Difference Vegetation Index (NDVI, a proxy for vegetation greenness) and its variations in the 21st century under different climate scenarios. We find that vegetation greening (i.e., NDVI increase) in northern and southwestern China is unstable over four 20-year periods from 2020 to 2100. However, a strikingly prominent greening is expected to occur on the Qinghai-Tibet Plateau until the end of this century. Future warming can not only exacerbate the difficulties of vegetation conservation and restoration in vulnerable ecological regions, also threaten these new croplands, stymieing ambitions to increase crop production in China. Our results underscore the crucible that a warming climate presents to current restoration projects. We highlight the urgency of adapting to climate change to achieve ambitious goals of carbon sequestration and food security in China.
中度脆弱的生态区域占中国陆地面积的55%。在过去几十年里,这些地区开展了大规模的造林和土地开垦活动。然而,未来气候变化将如何给这些地区带来风险和挑战仍不明朗。通过建立一个将机器学习算法与多源数据集相结合的多算法框架,我们的研究预测了21世纪不同气候情景下的归一化植被指数(NDVI,植被绿度的一个指标)及其变化。我们发现,从2020年到2100年的四个20年期间,中国北方和西南部的植被绿化(即NDVI增加)并不稳定。然而,预计到本世纪末青藏高原将出现显著的绿化。未来变暖不仅会加剧脆弱生态区域植被保护和恢复的困难,还会威胁到这些新农田,阻碍中国提高作物产量的目标。我们的研究结果强调了气候变暖给当前恢复项目带来的严峻考验。我们强调了适应气候变化对于实现中国碳固存和粮食安全宏伟目标的紧迫性。