Advances of UAV Remote Sensing Applied in Forest Resources Investigation
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摘要: 无人机遥感技术以其以低成本、低风险、高时效及可产生高分辨率影像的优势,成为较先进的森林资源调查手段。本文阐述了可搭载于无人机平台上的光学、红外、高光谱、激光雷达和合成孔径雷达载荷的发展现状,并针对森林资源调查需求,总结了不同载荷下国内外森林特征参数提取方法和技术的优缺点。最后,分析了无人机遥感技术应用于森林资源调查中存在的问题,并对这一技术的未来发展趋势进行展望,为无人机遥感技术在我国森林资源调查中应用提供参考。Abstract: Descriptions were made on current situation of UAV equipped with different sensors such as in frared optics, high spectrum, laser radarand synthetic aperture radar. Summaries were conducted on forest resources survey like forest characteristic parameters, division of subcompartment,conservation rate of afforestation, forest fire, forest pest by different sensors equipped on UAV at home and abroad. The problems were analyzed anddevelopment trend in the future was prospected.
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Keywords:
- UAV /
- remote sensing /
- forest resources investigation /
- research progress
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[1] 赵芳. 测树因子遥感获取方法研究[D]. 北京:北京林业大学,2014. [2] 闫飞. 森林资源调查技术与方法研究[D]. 北京:北京林业大学,2014. [3] 冯仲科,孟宪宇,韩熙春. 建立我国多级分辨率的森林资源调查技术体系[J]. 北京林业大学学报,2002,24(6):160-163. [4] 冯仲科,黄晓东,刘芳. 森林调查装备与信息化技术发展分析[J]. 农业机械学报,2015,46(09):257-265. [5] 李德仁,李明. 无人机遥感系统的研究进展与应用前景[J]. 武汉大学学报:信息科学版,2014,39(5):505-513. [6] 汪沛,罗锡文,周志艳,等. 基于微小型无人机的遥感信息获取关键技术综述[J]. 农业工程学报,2014,30(18):1-12. [7] 胡健波,张健. 无人机遥感在生态学中的应用进展[J]. 生态学报,2018,38(01):20-30. [8] 李祥,郑淯文,戴楚彦,等. 基于无人机影像的森林信息获取研究进展[J]. 世界林业研究,2017,30(04):41-46. [9] 廖小罕,周成虎. 轻小型无人机遥感发展报告[M]. 北京:科学出版社,2016:109-112. [10] 赵英时,李小文,陈冬梅,等. 遥感应用分析原理与方法[M]. 北京:科学出版社,2016:94-95. [11] 樊浩然,王云,张宏伟. 无人机载森林防火告警系统设计[J]. 大气与环境光学学报,2017,12(01):74-80. [12] 范晋祥,杨建宇. 红外成像探测技术发展趋势分析[J]. 红外与激光工程,2012,41(12):3145-3153. [13] 李增元,刘清旺,庞勇. 激光雷达森林参数反演研究进展[J]. 遥感学报,2016,20(05):1138-1150 [14] 张绍飞. 森林资源调查中无人机遥感的应用[J]. 农技服务,2017,34(6):104-104. [15] 冯家莉,刘凯,朱远辉,等. 无人机遥感在红树林资源调查中的应用[J]. 热带地理,2015,35(1):35-42. [16] 勾志阳,晏磊,陈伟,等. 无人机高光谱成像仪场地绝对辐射定标及验证分析[J]. 光谱学与光谱分析,2012,32(2):430-434. [17] 吴振洲. 微型Offner 成像光谱仪和光谱数据处理[D]. 合肥:中国科学技术大学,2012. [18] 赵旦. 基于激光雷达和高光谱遥感的森林单木关键参数提取[D]. 北京:中国林业科学研究院,2012. [19] 樊江川. 无人机航空摄影测树技术研究[D]. 北京:北京林业大学,2014. [20] LIN Y,JIANG M,YAO Y J,et al. Use of UAV oblique imaging for the detection of individual trees in residential environments[J]. Urban Forst and Urban Greening,2015,14(2):404-412.
[21] HONKAVAARA E,ROSNELL T,OLIVEIRA R,et al. Band registration of tuneable frame format hyperspectral UAV imagers in complex scenes [J]. ISPRS Journal of Photogrammetry and Remote Sensing,2017,134(1):96-109.
[22] 樊仲谋. 摄影测树原理与技术方法研究[D]. 北京:北京林业大学,2015. [23] 孙梦营,冯仲科,李蕴雅. 九棵树法提取林分调查因子原理与应用[J]. 中南林业科技大学学报,2017,37(4):70-74. [24] ZHAO K G,SUAREZ J C,GARCIA M,et al. Utility of multitemporal lidar for forest and carbon monitoring: tree growth,biomass dynamics,and carbon flux[J]. Remote Sensing of Environment,2017,204(2018):883-897.
[25] 王伟. 无人机影像森林信息提取与模型研建[D]. 北京:北京林业大学,2015. [26] 韦雪花. 轻小型航空遥感森林几何参数提取研究[D]. 北京:北京林业大学,2013. [27] 刘清旺,李增元,陈尔学,等. 利用机载激光雷达数据提取单株木树高和树冠[J]. 北京林业大学学报,2008,30(6):83-89. [28] WALLACE L,LUCIEER A,WATSON C S. Evaluating tree detection and segmentation routines on very high resolution UAV lidar data[J]. IEEE Transactions Geoscience and Remote Sensing,2014,52(12):7619-7628.
[29] MOHAN M,SILVA C A,KLAUBERG C,et al. Individual Tree detection from unmanned aerial vehicle(uav)derived canopy height model in an open canopy mixed conifer forest[J]. Forests,2017,8(9):340-357.
[30] ZARCO-TEJADA P J,DIAZ-VARELA R,ANGILERI V,et al. Tree height quantification using very high resolution imagery acquired from an unmanned aerial vehicle(UAV)and automatic 3D photo-reconstruction methods [J] .European Journal of Agronomy,2014,55(2):89-99.
[31] ANGELINI A,CORONA P,CHIANUCCI F,et al. Structural attributes of stand over story and light under the canopy[J]. Cra Journals,2015,39(1):23-31.
[32] 周艳飞,张绘芳,李霞,等. 不同方法提取无人机影像树冠信息效果分析[J]. 新疆农业大学学报,2014(3):231-235. [33] 穆喜云,张秋良,刘清旺,等. 基于机载LiDAR 数据的林分平均高及郁闭度反演[J]. 东北林业大学学报,2015(9):84-89. [34] 王聪,杜华强,周国模,等. 基于几何光学模型的毛竹林郁闭度无人机遥感定量反演[J]. 应用生态学报,2015,26(5):1501-1509. [35] HUNT E R,HIVELY W D,FUJIKAWA S J,et al. Acquisition of nir-green-blue digital photographs from unmanned aircraft for crop monitoring.[J]. Remote Sensing,2010,2(1):290-305.
[36] GUILLEN-CLIMENT M L,ZARCO-TEJADA P J,BERNI J A J,et al. Mapping radiation interception in row-structured orchards using 3D simulation and high-resolution airborne imagery acquired from a UAV[J]. Precision Agriculture, 2012, 13(4): 473-500.
[37] CHIANUCCI F,DISPERATI L,GUZZI D,et al. Estimation of canopy attributes in beech forests using true colour digital images from a small fixed-wing UAV[J]. International Journal Applied Earth Observational and Geoinformation,2016,47:60-68.
[38] MCNEIL B E,PISEK J,LEPISK H,et al. Measuring leaf angle distribution in broadleaf canopies using UAVs[J]. Agricultural for Meteorology,2016:218-219,204-208.
[39] 何游云,张玉波,李俊清,等. 利用无人机遥感测定岷江冷杉单木树干生物量[J]. 北京林业大学学报,2016,38(5):42-49. [40] 付凯婷. 无人机遥感技术估算桉树蓄积量的研究[D]. 南宁:广西大学,2015. [41] PULITI S,OLERKA H,GOBAKKEN T,et al. Inventory of small forest areas using an unmanned aerial system[J]. Remote Sensing, 2015,7(8):9632-9654.
[42] ZAHAWI R A,DANDOIS J P,HOLL K D,et al. Using lightweight unmanned aerial vehicles to monitor tropical forest recovery[J]. Biological Conservation,2015,186:287-295.
[43] HOPKINSON C,CHASMER L,BARR A G,et al. Monitoring boreal forest biomass and carbon storage change by integrating airborne laser scanning,biometry and eddy covariance data[J]. Remote Sensing Environment,2016,181:82-95.
[44] SAREMI H,KUMAR L,STONE C,et al. Sub-compartment variation in tree height, stem diameter and stocking in a pinusradiata d. don plantation examined using airborne lidar data[J]. Remote Sensing,2014,6(6):7592-7609.
[45] 李蕴雅. UAV-RS3D 像对森林信息提取方法研究[D]. 北京:北京林业大学,2016. [46] 张园,陶萍,梁世祥,等. 无人机遥感在森林资源调查中的应用[J]. 西南林业大学学报,2011,31(3):49-53. [47] 史洁青,冯仲科,刘金成. 基于无人机遥感影像的高精度森林资源调查系统设计与试验[J]. 农业工程学报,2017,33(11):82-90. [48] 李宇昊. 无人遥感飞机在营造林核查中应用可行性的研究[J]. 林业资源管理,2006(1):91-94. [49] GETZIN S,NUSKE R S,WIEGAND K. Using unmanned aerial vehicles(UAV)to quantify spatial gap patterns in forests[J]. Remote Sensing,2014,6(8):6988-7004.
[50] 张增,王兵,伍小洁,等. 无人机森林火灾监测中火情检测方法研究[J]. 遥感信息,2015(1):107-110. [51] 郭伟,昂海松,张思玉. 小型无人机林火监测与图像处理技术[J]. 森林防火,2014(4):26-29. [52] 马瑞升,杨斌,张利辉,等. 微型无人机林火监测系统的设计与实现[J]. 浙江农林大学学报,2012,29(5):783-789. [53] CRUZ H,ECKERT M,MENESES J,et al. Efficient forest fire detection index for application in unmanned aerial systems(uass)[J]. Sensors,2016,(6):893-909.
[54] YUAN C,ZHANG Y M,LIU Z X. A survey on technologies for automatic forest fire monitoring,detection,and fighting using unmanned aerial vehicles and remote sensing techniques[J]. Canadian Journal for Research,2015,45(7):3573-3575.
[55] CASBEER D W,KINGSTON D B,BEARD R W,et al. Cooperative forest fire surveillance using a team of small unmanned air vehicles[J]. International Journal of Systems Science,2006,37(6):351-360.
[56] MERINO L,CABALLERO F,MARTNEZ-DE DIOS J R,et al. A cooperative perception system for multiple uavs: Application to automatic detection of forest fires[J]. Journal of Field Robotics,2006,23(3-4):165-184.
[57] 何诚,张思玉,姚树人. 旋翼无人机林火点定位技术研究[J]. 测绘通报,2014(12):24-27. [58] 李卫正,申世广,何鹏,等. 低成本小型无人机遥感定位病死木方法[J]. 林业科技开发,2014,28(6):102-106. [59] 费运巧,刘文萍,骆有庆,等. 森林病虫害监测中的无人机图像分割算法比较[J]. 计算机工程与应用,2017,53(8):216-223. [60] 胡根生,张学敏,梁栋,等. 基于加权支持向量数据描述的遥感图像病害松树识别[J]. 农业机械学报,2013,44(5):258-263. [61] LEHMANN J R K,IEBERDING F,PRINZ T,et al. Analysis of unmanned aerial system-based cir images in forestry—a new perspective to monitor pest infestation levels[J]. Forests,2015,6(3):594-612.
[62] 郭庆华,刘瑾,陶胜利,等. 激光雷达在森林生态系统监测模拟中的应用现状与展望[J]. 科学通报,2014,59(06):459-478. [63] 李亚东,冯仲科,明海军,等. 无人机航测技术在森林蓄积量估测中的应用[J]. 测绘通报,2017(04):63-66. [64] 李赟,温小荣,佘光辉,等. 基于UAV 高分影像的杨树冠幅提取及相关性研究[J]. 林业科学研究,2017,30(04):653-658. [65] 刘清旺,李世明,李增元,等. 无人机激光雷达与摄影测量林业应用研究进展[J]. 林业科学,2017,53(07):134-148.
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