Shen Tao, Yu Hong, Wang Yuan Zhong
Yunnan Herbal Laboratory, Institute of Herb Biotic Resources, School of Life and Sciences, Yunnan University, Kunming 650091, China.
International Joint Research Center for Sustainable Utilization of Cordyceps bioresouces in China Yunnan and Southeast Asia, Yunnan University, Kunming 650091, China.
Ying Yong Sheng Tai Xue Bao. 2019 Jul;30(7):2291-2300. doi: 10.13287/j.1001-9332.201907.003.
Based on the species distribution data provided by the National Specimen Information Infrastructure combined with field survey and MaxEnt model, we simulated and verified the suitable distribution area of Gentiana rigescens. Furthermore, the relationship between the geographical distribution and climatic factors of G. rigescens was analyzed. The results showed that area under curve of training set and test set were more than 0.90, indicating high prediction precision and accurate prediction results. Geographic coordinate range of G. rigescens were 22.2°─28.75° N and 98.48°─110.59° E. The suitable altitude range was from 1830 to 1959 m. The total area of suitable distribution region was 63.92×10 km, including the most suitable distribution region (4.33×10 km) and middle suitable distribution region (21.42×10 km). Total area of suitable distribution region in Yunnan, Guizhou and Sichuan provinces was about 59.10×10 km, which accounted for 92.46% of total suitable distribution region in China. Solar radiation (March, June and August), temperature annual range, mean temperature of warmest quarter, mean precipitation of October and November, precipitation of driest quarter were the major climatic factors influencing the geographi-cal distribution of G. rigescens. Results from partial least squares regression analysis showed that solar radiation (March, June and August), temperature annual range, mean precipitation of October and November, precipitation of driest quarter were the main restriction factors in north and east of suitable distribution region. The main restriction factors in south of suitable distribution region were solar radiation of June, mean temperature of warmest quarter, precipitation of October and November. The factors limiting distribution of G. rigescens to basin of Sichuan and Guangxi were solar radiation, temperature annual range, mean temperature of warmest quarter, annual biotempe-rature and annual potential evapotranspiration. In conclusion, suitable distribution region of G. rigescens primarily located in the Yunnan-Guizhou Plateau, where subtropical humid climate was most suitable for its growth.
基于国家标本信息基础设施提供的物种分布数据,结合实地调查和最大熵模型,我们模拟并验证了滇龙胆的适生分布区。此外,分析了滇龙胆地理分布与气候因子之间的关系。结果表明,训练集和测试集的曲线下面积均大于0.90,预测精度高,预测结果准确。滇龙胆的地理坐标范围为北纬22.2°─28.75°,东经98.48°─110.59°。适宜海拔范围为1830至1959米。适生分布区总面积为63.92×10平方千米,包括最适宜分布区(4.33×10平方千米)和中度适宜分布区(21.42×10平方千米)。云南、贵州和四川三省的适生分布区总面积约为59.10×10平方千米,占中国适生分布区总面积的92.46%。太阳辐射(3月、6月和8月)、年温度范围、最暖季度平均温度、10月和11月平均降水量、最干季度降水量是影响滇龙胆地理分布的主要气候因子。偏最小二乘回归分析结果表明,太阳辐射(3月、6月和8月)、年温度范围、10月和11月平均降水量、最干季度降水量是适生分布区北部和东部的主要限制因子。适生分布区南部的主要限制因子是6月太阳辐射、最暖季度平均温度、10月和11月降水量。限制滇龙胆分布于四川盆地和广西的因子是太阳辐射、年温度范围、最暖季度平均温度、年生物温度和年潜在蒸散量。综上所述,滇龙胆的适生分布区主要位于云贵高原,那里的亚热带湿润气候最适合其生长。