期刊文献+
共找到2篇文章
< 1 >
每页显示 20 50 100
基于多源遥感数据的黄河三角洲人工刺槐林生物量估算 被引量:1
1
作者 汪逸聪 《湖北农业科学》 2023年第7期143-148,176,共7页
利用哨兵影像、数字地形数据及森林实地样方调查数据,分别构建K-近邻(KNN)模型、随机森林(RF)模型、极值梯度增强(XGBboost)模型、Stacking模型,实现对黄河三角洲人工刺槐(Robinia pseudoacacia)林生物量的估算。结果表明,相较于K-近邻... 利用哨兵影像、数字地形数据及森林实地样方调查数据,分别构建K-近邻(KNN)模型、随机森林(RF)模型、极值梯度增强(XGBboost)模型、Stacking模型,实现对黄河三角洲人工刺槐(Robinia pseudoacacia)林生物量的估算。结果表明,相较于K-近邻模型、随机森林模型、极值梯度增强模型,集成学习Stacking模型明显提高了生物量估测的精度(R2=0.61、RMSE=13.42 t/hm2)。 展开更多
关键词 哨兵 Stacking模型 刺槐(robinia pseudoacacia) 生物量 黄河三角洲
下载PDF
Using the response-effect trait framework to disentangle the effects of environmental change on the ecosystem services
2
作者 Cheng Zheng Fei Zhang +7 位作者 Ziqi Lin Liuhuan Yuan Hongbin Yao Gaohui Duan Yandan Liu Yangyang Liu Haijing Shi Zhongming Wen 《Journal of Plant Ecology》 SCIE 2024年第5期78-90,共13页
Functional traits play a vital role in mediating the responses of ecosystem services to environmental changes and in predicting the functioning of the ecosystem.However,the connection between functional traits and eco... Functional traits play a vital role in mediating the responses of ecosystem services to environmental changes and in predicting the functioning of the ecosystem.However,the connection between functional traits and ecosystem services has become increasingly intricate due to climate change and human activities for degraded ecosystems.To investigate this relationship,we selected 27 sampling sites in the Yanhe River Basin of the Chinese Loess Plateau,each containing two types of vegetation ecosystems:natural vegetation and artificial vegetation ecosystems.At each sampling site,we measured ecosystem services and calculated the composition index of community traits.We established a response–effect trait framework that included environmental factors such as climate,elevation and human activities.Our results showed that leaf tissue density(LTD)was the overlapping response and effect trait when responding to climate change.LTD is positively correlated with mean annual temperature and negatively correlated with supporting services.Under the influence of human activities,leaf nitrogen content and leaf dry matter content were carriers of environmental change.Comparing the two vegetation ecosystems,the relationship between functional traits and ecosystem services showed divergent patterns,indicating that human activities increased the uncertainty of the relationship between functional traits and ecosystem services.Trait-based ecology holds promise for enhancing predictions of ecosystem services responses to environmental changes.However,the predictive ability is influenced by the complexity of environmental changes.In conclusion,our study highlights the importance of understanding the complex connection between functional traits and ecosystem services in response to climate changes and human activities. 展开更多
关键词 robinia pseudoacacia plantation BEF degraded ecosystem climate change functional diversity linear mixed-effect models
原文传递
上一页 1 下一页 到第
使用帮助 返回顶部