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王鹤松, 贾根锁, 冯锦明, 等. 我国北方地区植被总初级生产力的空间分布与季节变化[J]. 大气科学, 2010, 34(5): 882-890. DOI: 10.3878/j.issn.1006-9895.2010.05.04
引用本文: 王鹤松, 贾根锁, 冯锦明, 等. 我国北方地区植被总初级生产力的空间分布与季节变化[J]. 大气科学, 2010, 34(5): 882-890. DOI: 10.3878/j.issn.1006-9895.2010.05.04
WANG Hesong, JIA Gensuo, FENG Jinming, et al. Spatial Distribution and Seasonality of Gross Primary Production in Northern China[J]. Chinese Journal of Atmospheric Sciences, 2010, 34(5): 882-890. DOI: 10.3878/j.issn.1006-9895.2010.05.04
Citation: WANG Hesong, JIA Gensuo, FENG Jinming, et al. Spatial Distribution and Seasonality of Gross Primary Production in Northern China[J]. Chinese Journal of Atmospheric Sciences, 2010, 34(5): 882-890. DOI: 10.3878/j.issn.1006-9895.2010.05.04

我国北方地区植被总初级生产力的空间分布与季节变化

Spatial Distribution and Seasonality of Gross Primary Production in Northern China

  • 摘要: 本研究通过集成Terra MODIS卫星影像数据与地面通量台站的观测数据, 改进了基于遥感的VPM光能利用率模型, 模拟了我国北方地区2008年陆地生态系统总初级生产力 (GPP) 的空间分布与季节变化。研究表明: (1) 我国北方地区植被GPP在空间分布上表现为东高西低的特征, 年均值为518.36 g/m2 (C重量, 下同)。 (2) 我国北方地区主要植被类型的GPP有较强的季节动态, 大体上都表现出单峰变化趋势。GPP值按照由大到小顺序依次为: 夏绿阔叶林 (DBF)>针阔混交林 (MF)>农田 (Crop)>落叶针叶林 (DNF)>常绿针叶林 (ENF)>草地 (Grass)>稀疏灌丛 (Oshrub)>裸地或稀疏植被 (BSV)。(3) 整个区域的GPP季相变化表现为: 夏季最高, 达到32.80 g?m-2?(8 d)-1, 为全年最大值; 春季GPP为5.67 g?m-2?(8 d)-1, 与秋季的5.08 g?m-2?(8 d)-1较为接近, 冬季GPP最弱, 仅为0.07 g?m-2?(8 d)-1。与通量台站实测值及前人研究结果的比较表明, 本文所模拟的GPP与观测值之间的相对误差绝对值多小于15%, 表明模拟结果具有较好的可靠性。这说明通过集成遥感观测数据与台站观测数据的方法来模拟GPP, 可以较准确地模拟区域尺度的GPP空间分布与时间变化, 这为深入研究陆气相互作用提供了重要研究手段。

     

    Abstract: The gross primary production (GPP) of northern China in 2008 was modeled by integrating MODIS data and flux measurements to analyze its spatial distribution and seasonality. The GPP in this region is higher in the east and lower in the west in general. In 2008, the mean annual GPP was 518.36 g/m2 (weight of carbon, the same bellow). The GPP of most vegetation types in northern China shows a single peak in seasonal curves. These vegetation types can be arranged in the values of GPP as follows: deciduous broadleaf forest (DBF)> mixed forests (MF)> croplands (Crop)> deciduous needleleaf forest (DNF)> evergreen needleleaf forest (ENF)> grasslands (Grass)> open shrublands (Oshrub)> barren or sparsely vegetated (BSV). The seasonality of GPP can be summarized as: the GPP reaches the highest value of 32.80 g?m-2?(8 d)-1 in summer, drops to 5.67 g?m-2?(8 d)-1 and 5.08 g?m-2?(8 d)-1 for spring and autumn respectively, and had the lowest value of 0.07 g?m-2?(8 d)-1 in wintertime. The VPM-simulated GPP in this paper was close to the observed GPP at flux stations. The absolute values of relative errors are mainly less than 15%. This demonstrates advantage of integrating remote sensing and flux measurements to study the spatial and temporal characters of GPP at regional scale, and it has great potential for investigating the interaction between land and atmosphere in the region.

     

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