[1]刘芳,冯仲科*,赵芳,等. 资源三号遥感卫星影像的生物量反演研究[J].西北林学院学报,2015,30(03):175-181.[doi:doi:10.3969/j.issn.1001-7461.2015.03.30]
 LIU Fang,FENG Zhong-ke*,ZHAO Fang,et al. Biomass Inversion Study of ZY-3 Remote Sensing Satellite Imagery[J].JOURNAL OF NORTHWEST FORESTRY UNIVERSITY,2015,30(03):175-181.[doi:doi:10.3969/j.issn.1001-7461.2015.03.30]
点击复制

 资源三号遥感卫星影像的生物量反演研究()
分享到:

《西北林学院学报》[ISSN:1001-7461/CN:61-1202/S]

卷:
第30卷
期数:
2015年03期
页码:
175-181
栏目:
出版日期:
2015-05-31

文章信息/Info

Title:
 Biomass Inversion Study of ZY-3 Remote Sensing Satellite Imagery
文章编号:
1001-7461(2015)03-0175-07
作者:
 刘芳冯仲科*赵芳宋亚男
 (北京林业大学 精准林业北京市重点实验室,北京 100083)
Author(s):
 LIU Fang FENG Zhong-ke* ZHAO Fang SONG Ya-nan
 (Beijing Key Laboratory of Precision Forestry, Beijing Forestry University, Beijing 100083, China)
关键词:
 生物量卫星影像遥感反演模型
Keywords:
 biomass satellite image remote sensing inversion model
分类号:
S758.4
DOI:
doi:10.3969/j.issn.1001-7461.2015.03.30
文献标志码:
A
摘要:
 研究了北京市森林生物量遥感估测模型的构建和合理性判断。建立森林生物量模型所需的各种数据,包括2012年的资源三号卫星影像数据和实测样地调查数据。采用9格法提取的遥感影像信息,其中影像的纹理因子作为建模因子之一,与光谱因子、地形因子一起与实地样地数据建立生物量模型,进行生物量反演,通过精度分析,分别建立整个北京市针叶林和阔叶林的森林生物量反演模型,其相关系数分别为0.82、0.71,拟合估测精度分别为76.75%、80.02%,为提高林业调查的效率与精度提供一种方法。
Abstract:
 Establishment of the remote sensing estimation models and their rational judgment of forest biomass in Beijing were investigated. Different data for the establishment were extracted, including the 2012 ZY-3 satellite image data and field measurements of plot investigation data. Nine lattice method was adopted for the extraction of remote sensing image information. Texture factor of remote sensing image was used as one of factors for the establishment of models, others included spectral factor, terrain factor, and field plot data, by which the estimation models for forest biomass were established, and forest biomass inversion was conducted. Through the precision analysis, inversion models of forest biomass of broadleaved and coniferous forests in Beijing were established, with correlation coefficients of 0.82 (broadleaved) and 0.71 (coniferous), fitting estimation accuracy of 76.75%, 80.02%. The results would provide a method to improve the efficiency and accuracy of the forest investigation.

参考文献/References:

 [1]杨永湉.基于多源遥感数据的森林蓄积量估测方法研究[D].北京:中国林业科学研究院,2010.
[2]李崇贵,蔡体久. 森林郁闭度对蓄积量估测的影响规律[J]. 东北林业大学学报, 2006,34 (1):15-17.
LI C G,CAI T J. Effect of forest canopy density on stock volume estimation[J]. Journal of Northeast Forestry University. 2006, 34 (1):15-17.(in Chinese)
[3]马瑞兰.基于RS和GIS技术的火地塘林场森林蓄积量估测[D].济南:山东大学,2011.
[4]郑刚.基于特征的图像匹配算法研究[D].长沙:国防科技大学,2011.
[5]许炜敏, 陈友飞, 林广发,等. 生长模型驱动的杉木林蓄积量动态可视化[J]. 福建林学院学报,2011,31(2):151-155.
[6]王维枫, 雷渊才, 王雪峰. 森林生物量模型综述[J]. 西北林学院学报, 2008, 23(2):58-63
WANG W F, LEI Y C, WANG X F. A review of forest biomass models[J]. Journal of Northwest Forestry University, 2008, 23(2):58-63.(in Chinese)
[7]翟晓江,郝红科,麻坤. 基于TM的陕北黄龙山森林生物量模型[J]. 西北林学院学报, 2014, 29(1):41-45.
ZHAI X J HAO H K, MA K. TM based estimation biomass model of the Huanglong Mountain in northern Shaanxi [J]. Journal of Northwest Forestry University, 2008, 23(2):58-63.(in Chinese)
[8]PIERDICCA N, PULVIRENTI L, BIGNAMI C. Soil moisture estimation over vegetated terrains using multitemporal remote sensing data[J]. Remote Sensing of Environment, 2010, 114 :440-448.
[9]LEFSKY M A,HARDING D,COHEN W B.Surface lidar remote sensing of basal area and biomassin deciduous forestso feastern Maryland, USA[J]. RemoteSense,1999,67:83-98.
[10]DUBAYALL R 0,DRAKE J B. Lidar remote sensing for forestry[J].Journal of Forestry,2000,98:44-46.
[11]BLACKARD J A, FINCO M V, HELMER E H, et al. Mapping US forest biomass using nationwide forest inventory data and moderate resolution information[J], Remote Sensing of Environment 2008,112:1658-1677.
[12]李丹丹.北京市森林生物量遥感反演模型研究[D].北京:北京林业大学,2013.
[13]丁敏. 旺业甸林场森林生物量遥感反演研究[D].北京:北京林业大学,2013.
[14]方精云,陈安平. 中国森林植被碳库的动态变化及其意义[J].植物学报,2001,43(9):967-973.
FANG J Y, CHEN A P. Dynamic forest biomass carbon pools in China and their significance [J]. Acta Botanica Sinica. 2001, 43(9):967-973.(in Chinese)
[15]方精云. 北半球中高纬度的森林碳库可能远小于目前的估算[J].植物生态学报,2000,24(5):635-638.
[16]陈述彭,周成虎,林晖, 等. 遥科学与空间技术的若干应用新领域[J].云南地理环境研究,1998(Supp.Z1):22-24.
[17]刘友山.高分辨率遥感影像信息提取中的尺度问题研究[D].芜湖:安徽师范大学,2012.
[18]丰德恩.森林蓄积量遥感定量估测系统研发[D].西安:西安科技大学,2012.
[19]国庆喜,张锋.基于遥感信息估测森林的生物量[J].东北林业大学学报, 2003, 31(3):23-25.
GUO Q X, ZHANG F. Estimation of forest biomass based on remote sensing[J]. Journal of Northeast Forestry University, 2003, 31(3):23-25. (in Chinese)
[20]杨斌.森林蓄积量高空间分辨率遥感估测理论与实现[D]. 西安:西安科技大学,2008.
[21]张慧芳.北京地区森林植被生物量遥感反演及时空动态格局分析[D].北京:北京林业大学,2008.
[22]吴展波, 郑炜, 刘胜祥, 等. 利用3S技术估算鹿门寺林场马尾松林生物量[J]. 西北林学院学报,2007, 22(6):196-199.
WU Z B, ZHENG W, LIU S X, et al. Estimation of Pinus massoniana biomass in Lumensi Forest Farm by 3S technology[J]. Journal of Northwest Forestry University, 2007, 22(6):196-199. (in Chinese)
[23]强建华, 赵鹏祥, 陈国领. 基于NDVI的油松天然林生长状况的遥感监测研究[J]. 西北林学院学报, 2007, 22(1):149-151.
QIANG J H, ZHAO P X, CHEN G L. A study on remote monitoring of the growth status natural forests of Chinese pine based on the NDVI[J]. Journal of Northwest Forestry University, 2007, 22(1):149-151.(in Chinese)

相似文献/References:

[1]李子敬,袁玉欣*,刘炳响,等.铁尾矿区沙棘林生物量和生产力的研究[J].西北林学院学报,2008,23(03):16.
 LI Zijing,YUAN Yuxi n,LIU Bingxiang,et al.Studies on the Biomass and Productivity of Hippophae rhamnoide Forest in Iron Tailing Wast eland[J].JOURNAL OF NORTHWEST FORESTRY UNIVERSITY,2008,23(03):16.
[2]杜文军,谢双喜*,梁佳,等.不同岩性土体的日本柳杉幼树生物量研究不同岩性土体的日本柳杉幼树生物量研究[J].西北林学院学报,2009,24(02):23.
 DU Wen jun,XIE Shuang xi*,LIANG Jia,et al.Biomass of Cryptomeria japonica Young Trees on Soils from Different Rocks[J].JOURNAL OF NORTHWEST FORESTRY UNIVERSITY,2009,24(03):23.
[3]曹雪峰,何军,陈艳,等.榆林沙区沙地柏生物量与生境之间的关系研究榆林沙区沙地柏生物量与生境之间的关系研究[J].西北林学院学报,2006,21(04):18.
 CAO Xuefeng,HE Jun,CHEN Yan,et al.A Study on the Relationship between Biomass and Habitats of Sabina vulgaris in the Sand Area of Yulin[J].JOURNAL OF NORTHWEST FORESTRY UNIVERSITY,2006,21(03):18.
[4]吴展波,郑炜,刘胜祥,等.利用3S 技术估算鹿门寺林场马尾松林生物量[J].西北林学院学报,2007,22(06):196.
 WU Zhanbo,ZHENG Wei,LIU Shengxiang,et al.Estimation of Pinus massoniana Biomass in Lumensi Forest Farm by 3S Technology[J].JOURNAL OF NORTHWEST FORESTRY UNIVERSITY,2007,22(03):196.
[5]施士争,隋德宗,王红玲,等.灌木柳速生无性系的耐盐性选择研究[J].西北林学院学报,2010,25(04):72.
[6]李玲莉,李吉跃,郭素娟,等.北美柔枝松容器苗的基质筛选及年生长规律研究[J].西北林学院学报,2010,25(04):87.
[7]王迪海,赵忠,张彦. 黄土高原刺槐细根与土壤水分特征[J].西北林学院学报,2012,27(01):1.
 WANG Di-hai,ZHAO Zhong,ZHANG Yan. The Fine Root of Robinia pseudoacacia and Soil Moisture in the Loess Plateau[J].JOURNAL OF NORTHWEST FORESTRY UNIVERSITY,2012,27(03):1.
[8]耿生莲. 不同土壤水分下黑果枸杞生理特点分析[J].西北林学院学报,2012,27(01):6.
 GENG Sheng lian. Physio Characteristics of Lycium ruthenicum under Different Soil Water Conditions[J].JOURNAL OF NORTHWEST FORESTRY UNIVERSITY,2012,27(03):6.
[9]乌凤章. 辽南地区越橘根系分布特征[J].西北林学院学报,2012,27(01):11.
 WU Feng zhang. Characteristics of Root System of Blueberry in South of Liaoning Province[J].JOURNAL OF NORTHWEST FORESTRY UNIVERSITY,2012,27(03):11.
[10]张学星,周筑,陈强,等. 17种云南乡土树种对不同程度水涝胁迫的忍耐性调查[J].西北林学院学报,2012,27(01):15.
 ZHANG Xue xing,ZHOU Zhu,CHEN Qiang,et al. Waterlogging Tolerance of 17 Native Tree Species in Yunnan[J].JOURNAL OF NORTHWEST FORESTRY UNIVERSITY,2012,27(03):15.
[11]许永霞,廖超英,孙长忠,等. 黄土藻类回接之生境条件研究[J].西北林学院学报,2012,27(02):30.
 XU Yong-xia,LIAO Chao-ying,SUN Chang-zhong,et al. Research on Habitat Conditions of Loess Algae Tieback[J].JOURNAL OF NORTHWEST FORESTRY UNIVERSITY,2012,27(03):30.
[12]贾忠奎,公宁宁,姚凯,等. 塞罕坝华北落叶松人工林生产力对坡向的响应[J].西北林学院学报,2012,27(04):1.
 JIA Zhong-kui,GONG Ning-ning,YAO Kai,et al. Responses of Larix principis-rupprechtii Plantation Productivity on Slope Aspect[J].JOURNAL OF NORTHWEST FORESTRY UNIVERSITY,2012,27(03):1.
[13]苏文会,许庆标,范少辉,等. 毛竹冬笋生长与生物量积累规律研究[J].西北林学院学报,2013,28(02):32.[doi:10.3969/j.issn.1001-7461.2013.02.06]
 SU Wen-hui,XU Qing-biao,FAN Shao-hui,et al. Winter Shoot Growth and Biomass Accumulation of Phyllostachys edulis[J].JOURNAL OF NORTHWEST FORESTRY UNIVERSITY,2013,28(03):32.[doi:10.3969/j.issn.1001-7461.2013.02.06]
[14]邱权,李吉跃,王军辉,等. 干旱胁迫下青藏高原4种灌木生物量和根系变化特征及抗旱性[J].西北林学院学报,2013,28(03):1.[doi:10.3969/j.issn.1001-7461.2013.03.01]
 QIU Quan,LI Ji-yue,WANG Jun-hui,et al. Biomass and Root System Characteristics and Drought Resistance of 4 Shrubs in Tibetan Plateau under Drought Stress[J].JOURNAL OF NORTHWEST FORESTRY UNIVERSITY,2013,28(03):1.[doi:10.3969/j.issn.1001-7461.2013.03.01]
[15]李靖,马永禄,罗杰,等. 黄土丘陵沟壑区不同林龄刺槐林养分特征与生物量研究[J].西北林学院学报,2013,28(03):7.[doi:10.3969/j.issn.1001-7461.2013.03.02]
 LI Jing,MA Yong-lu,LUO Jie,et al. Nutrients and Biomass of Different-aged Robinia pseudoacacia Plantations in the Loess Hilly Region[J].JOURNAL OF NORTHWEST FORESTRY UNIVERSITY,2013,28(03):7.[doi:10.3969/j.issn.1001-7461.2013.03.02]
[16]侯磊,张硕新,陈云明,等. 林分密度对人工油松林下植物的影响[J].西北林学院学报,2013,28(03):46.[doi:10.3969/j.issn.1001-7461.2013.03.08]
 HOU Lei,ZHANG Shuo-xin,CHEN Yun-ming,et al. Impact of Stand Density on the Vegetation under Artificial Pinus tabulaeformis[J].JOURNAL OF NORTHWEST FORESTRY UNIVERSITY,2013,28(03):46.[doi:10.3969/j.issn.1001-7461.2013.03.08]
[17]胡凌,商侃侃*,张庆费*,等. 密度调控对香樟人工林林木生长及空间分布的影响[J].西北林学院学报,2014,29(02):20.[doi:doi:10.3969/j.issn.1001-7461.2014.02.04]
 HU Ling,SHANG Kan-kan*,ZHANG Qing-fei*,et al. Effects of Density Regulation on the Growth and Spatial Distribution of Cinnamomum camphora Plantations in Shanghai[J].JOURNAL OF NORTHWEST FORESTRY UNIVERSITY,2014,29(03):20.[doi:doi:10.3969/j.issn.1001-7461.2014.02.04]
[18]周洁,邹琳,刘伟,等. 人工打花对黄芩药材生物量和有效物质积累的影响[J].西北林学院学报,2014,29(02):135.[doi:doi:10.3969/j.issn.1001-7461.2014.02.25]
 ZHOU Jie,ZUO Lin,LIU Wei,et al. Effects of Defloration on the Accumulation of Biomass and Bioactive Substances of Scutellaria baicalensis[J].JOURNAL OF NORTHWEST FORESTRY UNIVERSITY,2014,29(03):135.[doi:doi:10.3969/j.issn.1001-7461.2014.02.25]
[19]周鹏,翁殊斐*,杭夏子. 5种龙船花属植物幼苗生长与生物量的研究[J].西北林学院学报,2014,29(03):75.[doi:doi:10.3969/j.issn.1001-7461.2014.03.15]
 ZHOU Peng,WENG Shu-fei*,HANG Xia-zi. Growth and Biomass of the Seedlings of 5 Species of Ixora[J].JOURNAL OF NORTHWEST FORESTRY UNIVERSITY,2014,29(03):75.[doi:doi:10.3969/j.issn.1001-7461.2014.03.15]
[20]郑瑞杰,王德永,于冬梅,等. 盛果期日本栗生物量及养分吸收累积特性[J].西北林学院学报,2014,29(03):87.[doi:doi:10.3969/j.issn.1001-7461.2014.03.18]
 ZHENG Rui-jie,WANG De-yong,YU Dong-mei,et al. Biomass and Uptake and Accumulation of Nutrition in Full Fruit Period of Japanese Chestnut[J].JOURNAL OF NORTHWEST FORESTRY UNIVERSITY,2014,29(03):87.[doi:doi:10.3969/j.issn.1001-7461.2014.03.18]

备注/Memo

备注/Memo:
 收稿日期:2014-08-01 修回日期:2015-03-04
基金项目:国家自然科学基金(41371001)。
作者简介:刘芳,女,在读博士,研究方向:林业装备与信息化。E-mail:fang1986927@126.com
*通信作者:冯仲科,男,博士、教授、研究方向:地理信息系统。E-mail:fengzhongke@126.com
更新日期/Last Update: