高级检索

留言板

尊敬的读者、作者、审稿人, 关于本刊的投稿、审稿、编辑和出版的任何问题, 您可以本页添加留言。我们将尽快给您答复。谢谢您的支持!

姓名
邮箱
手机号码
标题
留言内容
验证码

应用高分辨率卫星数据估算阔叶红松林乔木多样性

解潍嘉 黄侃 李瑞平 孙浩 扈晶晶 黄华国

解潍嘉, 黄侃, 李瑞平, 孙浩, 扈晶晶, 黄华国. 应用高分辨率卫星数据估算阔叶红松林乔木多样性[J]. 北京林业大学学报, 2015, 37(3): 20-26. doi: 10.13332/j.1000-1522.20140306
引用本文: 解潍嘉, 黄侃, 李瑞平, 孙浩, 扈晶晶, 黄华国. 应用高分辨率卫星数据估算阔叶红松林乔木多样性[J]. 北京林业大学学报, 2015, 37(3): 20-26. doi: 10.13332/j.1000-1522.20140306
XIE Wei-jia, HUANG Kan, LI Rui-ping, SUN Hao, HU Jing-jing, HUANG Hua-guo. Applying high-resolution satellite images to estimate tree diversity of mixed broadleaf-Korean pine forest[J]. Journal of Beijing Forestry University, 2015, 37(3): 20-26. doi: 10.13332/j.1000-1522.20140306
Citation: XIE Wei-jia, HUANG Kan, LI Rui-ping, SUN Hao, HU Jing-jing, HUANG Hua-guo. Applying high-resolution satellite images to estimate tree diversity of mixed broadleaf-Korean pine forest[J]. Journal of Beijing Forestry University, 2015, 37(3): 20-26. doi: 10.13332/j.1000-1522.20140306

应用高分辨率卫星数据估算阔叶红松林乔木多样性

doi: 10.13332/j.1000-1522.20140306
基金项目: 

“十二五”国家科技支撑计划项目(2012BAC01B03)

详细信息
    作者简介:

    第一作者: 解潍嘉。主要研究方向:林业遥感与信息化。Email:sanbudeyu1991@163.com 地址:100083 北京市清华东路35号北京林业大学林学院。责任作者: 黄华国,博士,教授。主要研究方向:定量遥感。Email:huaguo_huang@bjfu.edu.cn 地址:同上。

    第一作者: 解潍嘉。主要研究方向:林业遥感与信息化。Email:sanbudeyu1991@163.com 地址:100083 北京市清华东路35号北京林业大学林学院。责任作者: 黄华国,博士,教授。主要研究方向:定量遥感。Email:huaguo_huang@bjfu.edu.cn 地址:同上。

Applying high-resolution satellite images to estimate tree diversity of mixed broadleaf-Korean pine forest

  • 摘要: 应用遥感技术估算生物多样性是森林生态学的研究热点和难点。为探索高分辨率卫星数据在估算森林植被多样性上的应用潜力,以吉林蛟河市阔叶红松林大样地数据为支撑,提取了红松树冠的空间分布格局,并估算了乔木物种多样性。首先,基于冬季GeoEye-1影像提取红松树冠分布图,与样地每木调查数据吻合较好。然后,使用景观生态学和地统计学指数,分析红松种群空间分布规律,发现了最大自相关尺度30~40 m。最后,选择拥有红边波段的秋季RapidEye卫星图像,建立遥感影像5 m光谱值和30 m窗口大小纹理参数与生物多样性指数的多元线性回归模型。结果表明,红边信息并未显著改善多光谱数据估算植被生物多样性的能力,但所获大区域制图结果与林分龄级吻合较好。

     

  • [1] 马克平, 钱迎倩. 生物多样性保护及其研究进展[J]. 应用与环境生物学报, 1998, 4(1): 95-99.
    [1] MA K P, QIAN Y Q. Biodiversity conservation and its research progress[J]. Chinese Journal of Applied Environmental Biology, 1998, 4(1): 95-99.
    [2] CHEN M. Research and application of forest biodiversity theory and method[D]. Nanjing: Nanjing Forestry University, 2005: 52-71.
    [2] 陈梦. 森林生物多样性理论与方法研究及应用[D]. 南京:南京林业大学, 2005: 52-71.
    [3] XU W T, WU B F. Progress on measuring forest biodiversity with remote sensing technique[J]. Acta Ecologica Sinica, 2005, 25(5): 1199-1204.
    [3] POWERS R P, COOPS N C, MORGAN J L, et al. A remote sensing approach to biodiversity assessment and regionalization of the Canadian boreal forest[J]. Progress in Physical Geography, 2013, 37(1): 36-62.
    [4] DING S J, ZHANG C Y, XIA F C, et al. Habitat associations of understorey species spatial distribution in old growth broad-leaved Korean pine (Pinus koraiensis) forest[J]. Acta Ecologica Sinica, 2012, 32(11): 3334-3342.
    [4] GAIROLA S, PROCHES Ş, ROCCHINI D. High-resolution satellite remote sensing: a new frontier for biodiversity exploration in Indian Himalayan forests[J]. International Journal of Remote Sensing, 2013, 34(6): 2006-2022.
    [5] ZHANG F, ZHANG X S. Landscape spatial autocorrelation analysis of TM remote sensing data: a case study of Changping District, Beijing, China[J]. Acta Ecologica Sinica, 2004, 24(12): 2853-2858.
    [5] 徐文婷, 吴炳方. 遥感用于森林生物多样性监测的进展[J]. 生态学报, 2005, 25(5): 1199-1204.
    [6] YOUNG K E, ABBOTT L B, CALDWELL C A, et al. Estimating suitable environments for invasive plant species across large landscapes: a remote sensing strategy using Landsat 7 ETM+[J]. International Journal of Biodiversity and Conservation, 2013, 5(3): 122-134.
    [6] QIU Y, ZHANG J T, ZHENG F Y. The kernel of landscape ecology: spatial and temporal heterogeneity in ecological systems[J]. Chinese Journal of Ecology, 2000, 19(2): 42-49.
    [7] MISKA L, TUULI T, RISTO K H. Prediction of total and rare plant species richness in agricultural landscapes from satellite images and topographic data[J]. Landscape Ecology, 2002, 17(3): 195-217.
    [7] WEN Z F, YANG S Q, BAI J, et al. Agricultural landscape spatial heterogeneity analysis and optimal scale selection: an example applied to Sanjiang Plain[J]. Acta Geographica Sinica, 2012, 67(3): 346-356.
    [8] MA K P, LIU Y M. Measurement of biotic community diversity[J]. Chinese Biodiversity, 1994, 2(4): 231-239.
    [8] ROCCHINI D. Effects of spatial and spectral resolution in estimating ecosystem diversity by satellite imagery[J]. Remote Sensing of Environment, 2007, 111(4): 423-434.
    [9] LI C G, ZHAO X W, CAI T J. Influence of the size of remote sensing area on forest volume estimation[J]. Journal of Beijing Forestry University, 2001, 23(4): 29-34.
    [9] KASPER J, STUART P. Mapping structural parameters and species composition of riparian vegetation using IKONOS and Landsat ETM+ data in Australian tropical savannahs[J]. Photogrammetric Engineering Remote Sensing, 2006, 72(1): 71-80.
    [10] JAKUBAUSKAS M E, PRICE K P. Empirical relationships between structural and spectral factors of Yellowstone lodgepole pine forests[J]. Photogrammetric Engineering and Remote Sensing, 1997, 63(12): 1375-1380.
    [11] ZHANG C, ZHAO Y, ZHAO X, et al. Species-habitat associations in a northern temperate forest in China[J]. Silva Fenn, 2012, 46(4): 501-519.
    [12] ZHANG C, WEI Y, ZHAO X, et al. Spatial characteristics of tree diameter distributions in a temperate old-growth forest[J]. PLoS One, 2013, 8(3): e58983.
    [13] 丁胜建, 张春雨, 夏富才, 等. 老龄阔叶红松林下层木空间分布的生境关联分析[J]. 生态学报, 2012, 32(11): 3334-3342.
    [14] 张峰, 张新时. 基于TM影像的景观空间自相关分析: 以北京昌平区为例[J]. 生态学报, 2004, 24(12): 2853-2858.
    [15] 邱扬, 张金屯, 郑凤英. 景观生态学的核心: 生态学系统的时空异质性[J]. 生态学杂志, 2000, 19(2): 42-49.
    [16] 温兆飞, 张树清, 白静,等. 农田景观空间异质性分析及遥感监测最优尺度选择: 以三江平原为例[J]. 地理学报, 2012, 67(3): 346-356.
    [17] 马克平, 刘玉明. 生物群落多样性的测度方法[J]. 生物多样性, 1994, 2(4): 231-239.
    [18] MAGURRAN A E. Ecological diversity and its measurement[M]. Princeton: Princeton University Press, 1988.
    [19] 李崇贵, 赵宪文, 蔡体久. 遥感区域大小对森林蓄积估测影响规律的研究[J]. 北京林业大学学报, 2001, 23(4): 29-34.
    [20] COLLEN B, PETTORELLI N, BAILLIE J E M, et al. Accounting for change: measuring and monitoring indicators for biodiversity conservation across scales[J]. Ecology, 2014, 95(2): 579-580.
  • 加载中
计量
  • 文章访问数:  927
  • HTML全文浏览量:  86
  • PDF下载量:  18
  • 被引次数: 0
出版历程
  • 收稿日期:  2014-09-15
  • 修回日期:  2014-11-11
  • 刊出日期:  2015-03-31

目录

    /

    返回文章
    返回