期刊文献+
共找到2篇文章
< 1 >
每页显示 20 50 100
基于卫星多光谱的广东亚热带森林FMC遥感反演 被引量:4
1
作者 冯小兵 曾宇怀 +4 位作者 吴泽鹏 杭文 魏书精 汤龙坤 胡海波 《电子科技大学学报》 EI CAS CSCD 北大核心 2022年第3期432-437,共6页
通过森林可燃物含水率(FMC)监测评估植被活叶的水分状况,探究可燃物水分含水率与植被本身的微观特征及植被的环境条件的关系,包括森林几何特征因子(如树高、冠幅宽度)和森林水分特征因子(NDVI、NDII)。除具有传统的线性关联外,森林的特... 通过森林可燃物含水率(FMC)监测评估植被活叶的水分状况,探究可燃物水分含水率与植被本身的微观特征及植被的环境条件的关系,包括森林几何特征因子(如树高、冠幅宽度)和森林水分特征因子(NDVI、NDII)。除具有传统的线性关联外,森林的特征变量之间存在非线性关系。采用常规线性回归、XGboost、梯度提升回归3种经典的机器学习算法预测FMC。最后,通过分配权重整合这3种算法,构成新的“综合投票回归”方法。计算结果与样点初始值相关性最好,误差最低。该研究基于卫星遥感反演的低成本、准实时的FMC指数,可为制定森林火灾风险管理策略提供理论支撑和森林可燃物水分的时空分布数据。 展开更多
关键词 综合投票回归算法 可燃物含水率 广东亚热带森林 机器学习 Sentinel-2A
下载PDF
Roots of pioneer trees in the lower sub-tropical area of Dinghushan, Guangdong, China
2
作者 HAO Yan-ru PENG Shao-lin +4 位作者 MO Jiang-ming LIU Xin-wei CHEN Zhuo-quan ZHOU Kai WU Jin-rong 《Journal of Zhejiang University-Science B(Biomedicine & Biotechnology)》 SCIE CAS CSCD 2006年第5期377-385,共9页
Representative pioneer tree root systems in the subtropical area of South China were examined with regard to their structure, underground stratification and biomass distribution. Excavation of skeleton roots and obser... Representative pioneer tree root systems in the subtropical area of South China were examined with regard to their structure, underground stratification and biomass distribution. Excavation of skeleton roots and observation of fine roots of seven species including the Euphorbiaceae, Theaceae, Melastomataceae, Lauraceae and Fagaceae families was carried out. The results showed that: (1) Pioneer tree roots in the first stage of natural succession were of two types, one characterized by taproot system with bulky plagiotropic branches; the other characterized by flat root system with several tabular roots. The late mesophilous tree roots were characterized by one obvious taproot and tactic braches roots up and down. Shrub species roots were characterized by heart fibrous root type featured both by horizontally and transversally growing branches. Root shapes varied in different dominant species at different stages of succession. (2) Roots of the different species varied in the external features-color, periderm and structure of freshly cut slash. (3) In a set of successional stages the biomass of tree roots increased linearly with the age of growth. During monsoon, the total root biomass amounted to 115.70 t/ha in the evergreen broadqeaved forest; 50.61 t/ha in needle and broad-leaved mixed forest dominated by coniferous forest; and 64.20 t/ha in broad-and needle-leaved mixed forest dominated by broad-leaved heliophytes, and are comparable to the underground biomass observed in similar tropical forests. This is the first report about roots characteristics of forest in the lower sub-tropical area of Dinghushan, Guangdong, China. 展开更多
关键词 Pioneer tree Tree roots Lower subtropical forest Dinghushan China
下载PDF
上一页 1 下一页 到第
使用帮助 返回顶部