植物生态学报

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基于固态激光雷达测高法的亚热带幼树生长物候及其对环境因子的响应

万冬梅1,杨智杰2,刘小飞3,熊德成4,胥超5,陈仕东1,杨玉盛5   

  1. 1. 福建师范大学地理科学学院 碳中和未来技术学院
    2. 福建师范大学地理科学学院, 湿润亚热带山地生态国家重点实验室培育基地
    3. 福建师范大学
    4. 福建师范大学地理科学学院、碳中和未来技术学院
    5. 福建师范大学地理科学学院
  • 收稿日期:2024-04-30 修回日期:2024-12-18 发布日期:2024-12-24

Growth phenological of subtropical saplings based on solid-state Lidar altimetry and its response to environmental factors

1,Zhi-Jie YANG2,liu xiaofeiXiong Decheng4,Chao XU5,chen 仕东1,Yu-Sheng YANG2   

  • Received:2024-04-30 Revised:2024-12-18

摘要: 摘 要 林木的生长物候是全球变化背景下森林碳汇研究的热点领域。目前为止, 由于观测的困难, 大多研究只涉及林木的径向生长, 关于林木高生长的研究仍十分缺乏, 相关研究也很少采用高频监测技术手段, 这限制了对林木高生长物候及其驱动机制的认识; 同时, 通过冠层颜色指数反演林木生长动态也成为一种趋势。因此, 该研究从基础仪器和算法的角度出发, 以亚热带典型阔叶树种-米槠(Castanopsis carlesii)和针叶树种-杉木(Cunninghamia lanceolata)的幼树为研究对象, 使用面阵固态激光雷达对中宇宙生长平台的树高生长动态进行了连续高频测量, 此外, 该研究从可见光延时摄影照片中提取了RGB转换的冠层颜色指数, 并将其与多气象观测系统监测的环境因子结合, 来探究林木高度生长的物候及其气候驱动因素。研究结果表明: 米槠和杉木的生长季开始时间相近, 米槠的生长季结束时间显著早于杉木, 杉木的生长季长度显著大于米槠、树高年累计生长量也大于米槠; 米槠树高单日生长速率与土壤水分含量显著正相关; 杉木树高单日生长速率与气温、土壤水分含量显著负相关, 与土壤温度、VPD显著正相关; 米槠和杉木的冠层颜色指数在表征树高生长动态时存在差异, 杉木树高单日生长速率与绝对绿度(ExG)、相对绿度(Gcc)、绿红植被指数(GRVI)均显著正相关, 而米槠树高单日生长速率仅与绿红植被指数(GRVI)显著正相关, 与其余颜色指数的相关性较弱。综上, 该研究利用系统的林木生长物候观测仪器, 分析林木高生长物候及其影响因子; 以及冠层颜色指数对林木生长的反演, 为森林碳汇研究提高重要的理论依据。

关键词: 树高生长, 物候, 激光雷达测高, 冠层颜色指数

Abstract: Aims The phenology of tree growth is a key research priority in the field of forest carbon sequestration within the context of global change. However, up until now, due to challenges in observation, the majority of studies have focused on the radial growth dynamics of trees, and the study of height growth patterns still lacks comprehensive coverage. Additionally, few studies employ high-frequency monitoring techniques, which limited utilization of high-frequency measurements hinders our understanding of the underlying phenological drivers. The use of canopy color indices to infer tree growth dynamics is also becoming a trend. Methods Here, we have employed area array solid-state lidar for continuous, high frequency measurements of saplings Cunninghamia lanceolata and Castanopsis carlesii height growth dynamics in a experimental mesocosm. Furthermore, we acquired RGB-converted canopy color indices from visible time-lapse photographs and integrated them with environmental factors monitored via a multi-meteorological factors observation system. The objective was to investigate the phenology of saplings height growth and their climate drives. Important findings The results indicated that the growing seasons of Castanopsis carlesii and Cunninghamia lanceolata started at similar times, but the growing season of Castanopsis carlesii ended significantly earlier than that of Cunninghamia lanceolata. Additionally, Cunninghamia lanceolata had a significantly longer growing season and a greater cumulative annual growth in tree height compared to Castanopsis carlesii. The daily growth rate of Castanopsis carlesii was significantly positively correlated with soil moisture content. In contrast, the daily growth rate of Cunninghamia lanceolata was significantly negatively correlated with air temperature and soil water content, while showing a significant positive correlation with soil temperature and vapor pressure deficit (VPD). Notable differences in canopy color indices were observed between the two species: the daily growth rate of Cunninghamia lanceolata were significantly positively correlated with the Green Excess Index (ExG), Green Chromatic Coordinate (Gcc), and Green Red Vegetation Index (GRVI), while Castanopsis carlesii showed significant correlation with GRVI only. In summary, this study employed systematic phenological observation instruments to analyze the height growth phenology and its influencing factors in trees. Additionally, it utilized canopy color indices to infer tree growth, providing important theoretical evidence for forest carbon sequestration research.

Key words: tree height growth, phenology, laser radar altimetry, canopy color index