Application of Remote Sensing Model in Biomass Estimation of the Subalpine Coniferous Forest

doi:10.13466/j.cnki.lyzygl.2008.03.014

Abstract

Abstract: Based on the data on forest biomass collected from 68sampling plots and single-band TM data, 18 variables were selected to build the estimation regression model to predict the biomass of the sub-alpine coniferous forest in western Sichuan province. In the establishment of the monadic linear regression, the non-linear regression and the multivariate linear regression model of forest biomass,the results showed that multiple linear regression model was more accurate.

Key words: biomass, remote sensing, correlation analysis, regression model

CLC Number:

S771.8

LI Na, HUANG Congde. Application of Remote Sensing Model in Biomass Estimation of the Subalpine Coniferous Forest[J]. FOREST RESOURCES WANAGEMENT, 2008, (3): 100-104.

References

[1]宋开山,张柏,于磊,等.玉米地上鲜生物量的高光谱遥感估算模型研究[J].农业系统科学与综合研究,2005,21(1):65-67.
[2]Hame T,Salli A,Andersson K,et al.A new methodology for the estimation of biomass of conifer dominated boreal forest using NOAA AVHRR data[J].Photogrammetric Engineering＆ Remote Sensing,1997,18(15):3211-3243.
[3]Boyd D S,Foody G M,Curran P J.The relationship between the biomass of Cameroonian tropical forests and radiation reflected in middle infrared wavelengths[J].International Journal of Remote Sensing,1999,20(5):1017-1023.
[4]Fraser Gemmell,Jari Varjo.Utility of reflectance model inversion versus tow spectral indices for estimating biophysical characteristics in a boreal forest test site[J].Remote Sensing of Environment,1999,68(1):95-111.
[5]郑元润,周广胜.基于NDVI的中国天然森林植被净第一性生产力模型[J].植物生态学报,2000(1):38-42.
[6]郭志华,彭少麟,王伯荪.利用TM数据提取粤西地区的森林生物量[J].生态学报,2002,22(9):1832-1839.
[7]四川森林编委会.四川森林[M].北京:科学出版社,1985.
[8]王开运.川西亚高山森林群落生态系统过程[M].四川科学技术出版社,2004.
[9]赖长鸿,胡庭兴,赵安玖.川西亚高山道孚林区森林景观格局地形分异研究[J].四川林业科技,2006,27(2):63-67.
[10]于贵瑞.全球变化与陆地生态系统碳循环和碳蓄积[M].北京:气象出版社,2003:331-335.
[11]周海芳,易会战,杨学军.基于多项式变换的遥感图像几何校正并行算法的研究与实现[J].计算机工程与科学,2006,28(3):58-60.
[12]杜自强,王建,沈宇丹.山丹县草地地上生物量遥感估算模型[J].遥感技术与应用,2006,21(4):339-342.
[13]张超,王人潮,赵春江,等.山区高分辨率遥感影像地形辐射校正方法研究[J].浙江大学学报,2006,32(6):693-698.
[14]郭凯,孙培新,刘卫国.利用ERDAS IMAGINE从遥感影像中提取植被指数[J].西部探矿工程,2005(6):210-212.
[15]田庆久,阂祥军.植被指数研究发展[J].地球科学发展,1998,13(4):327-333.
[16]张晓阳,李劲峰.利用垂直植被指数推算作物叶面积系数的理论模式[J].遥感技术与应用,1995,10(3):13-18.
[17]郑光,田庆久,陈镜明.结合树龄信息的遥感森林生态系统生物量制图[J].遥感学报,2006,10(6):933-940.
[18]耿志军,翟正江,刘志博.多元回归分析法在露天矿成本预测中的应用[J].露天采矿技术,2004(1):36-39.
[19]李素英,李晓兵,莺歌.基于植被指数的典型草原区生物量模型——以内蒙古锡林浩特市为例[J].植物生态学报,2007,31(1):23-31.
[20]Tatsuhara S, Kurashige H.Estimating foliage biomass in a natural deciduous broad-leaved forest area in a mountainous district[J].Forest Ecology and Management,2001,152:141-148.
[21]杨存建,刘纪远,张增祥.热带森林植被生物量遥感估算探讨[J].地理与地理信息科学,2004,20(6):22-25.
[22]杨存建,刘纪远,黄河.热带森林植被生物量与遥感地学数据之间的相关分析[J].地理研究,2005,24(3):473-479.
[23]李明诗,谭莹,潘洁.结合光谱、纹理及地形特征的森林生物量建模研究[J].遥感信息,2006(6):6-9.