高分辨率航片小班区划与树种判读
收稿日期: 2019-10-15
修回日期: 2019-12-13
网络出版日期: 2020-05-18
基金资助
国家自然科学基金“基于高分辨率遥感数据的森林生物多样性监测”(31570546);亚太森林恢复与可持续管理网络项目“Regional Forest Observations for Sustainable Forest Management”(2018P1-CAF)
Sub-compartment Division and Interpretation of Tree Species Based on High-resolution Aerial Photos
Received date: 2019-10-15
Revised date: 2019-12-13
Online published: 2020-05-18
熊昊 , 庞勇 , 李春干 , 代华兵 . 高分辨率航片小班区划与树种判读[J]. 林草资源研究, 2020 , 0(1) : 143 -150 . DOI: 10.13466/j.cnki.lyzygl.2020.01.018
This paper studied the sub-compartment division and tree species interpretation techniques of forest resources management inventory in Guangxi Gaofeng Forest Farm.The 0.2m spatial resolution CCD data were used,which were obtained by CAF-LiCHy Airborne Observation System.The interpretation signatures of common tree species were built.The sub-compartment boundaries were divided using visual interpretation,combined with the division results from previous forest inventory.Then,the dominant species was interpreted based on the interpretation signatures and the results were verified by filed data.According to the accuracy verification,the overall accuracy is 92.11% and Kappa coefficient is 0.90.The results indicate that high spatial resolution remote sensing data have high potential in sub-compartment division and tree species interpretation.
| [1] | Bilous A, Myroniuk V, Holiaka D , et al. Mapping growing stock volume and forest live biomass:a case study of the Polissya region of Ukraine[J]. Environmental Research Letters, 2017,12(10):105001. |
| [2] | Karlson M, Reese H, Ostwald M . Tree crown mapping in managed woodlands(parklands)of semi-arid West Africa using World View-2 imagery and geographic object based image analysis[J]. Sensors, 2014,14(12):22643-22669. |
| [3] | Bastin J F, Berrahmouni N, Grainger A , et al. The extent of forest in dryland biomes[J]. Science, 2017,356(6338):635-638. |
| [4] | Hansen M C, Potapov P V, Moore R , et al. High-resolution global maps of 21st-century forest cover change[J]. science, 2013,342(6160):850-853. |
| [5] | De Sy V, Herold M, Achard F , et al. Land use patterns and related carbon losses following deforestation in South America[J]. Environmental Research Letters, 2015,10(12):124004. |
| [6] | Pengra B, Long J, Dahal D , et al. A global reference database from very high resolution commercial satellite data and methodology for application to Landsat derived 30m continuous field tree cover data[J]. Remote Sensing of Environment, 2015,165:234-248. |
| [7] | Beyal A , Sánchez-Paus Díaz A,Maniatis D,et al.Collect earth:Land use and land cover assessment through augmented visual interpretation[J]. Remote Sensing, 2016,8(10):807. |
| [8] | Schepaschenko D, See L, Lesiv M , et al. Recent advances in forest observation with visual interpretation of very high-resolution imagery[J]. Surveys in Geophysics, 2019,40:839-862. |
| [9] | Curtis P G, Slay C M, Harris N L , et al. Classifying drivers of global forest loss[J]. Science, 2018,361(6407):1108-1111. |
| [10] | 陈树彪 . 遥感影像判读在森林资源二类调查中的应用与研究——以西林吉林业局判读调查工作为例[J]. 内蒙古林业调查设计, 2016,39(2):16-17. |
| [11] | 张明 . 林业调查中地类面积遥感判读模型研究[J]. 新疆林业, 2016(6):15-16. |
| [12] | 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. |
| [13] | Brassel P, Heìke L . Swiss national forest inventory:methods and models of the second assessment[M]. WSL Swiss Federal Research Institute, 2001. |
| [14] | Tomppo E, Gschwantner T, Lawrence M , et al. National forest inventories[M]. Dordrecht:Springer, 2010. |
| [15] | Hirschmugl M Gallaun H., Wack R ., et al. EUFODOS:European Forest Downstream Services-Improved Information on Forest Structure and Damage[J]. International Archives of the Photogrammetry,Remote Sensing and Spatial Information Sciences, 2013(1):127-131. |
| [16] | Pang Yong, Li Zengyuan, Ju Hongbo , et al. LiCHy:The CAF's LiDAR,CCD and hyperspectral integrated airborne observation system[J]. Remote Sensing, 2016,8(5):398. |
| [17] | Pix4d SA.Pix4Dmapper 4.1 User Manual.Available.[DB/OL]. https://support.pix4d.com/hc/en-us/articles/204272989-Offline-Getting-Started-and-Manual-pdf . |
| [18] | 熊泽彬 . 森林资源二类调查中小班区划方法研究[J]. 林业资源管理, 2002(5):24-26. |
| [19] | 张艮龙, 冯益明, 贾建华 , 等基于SPOT-5遥感影像的小班区划探讨[J]. 浙江林学院学报, 2010,27(2):299-303. |
| [20] | 张芳, 李鑫, 陈佳楠 . 卫星遥感影像目视解译在森林资源调查中的应用分析[J]. 内蒙古林业调查设计, 2009,32(4):72-73. |
| [21] | 徐凯健, 田庆久, 岳继博 , 等基于多光谱影像的森林树种识别及其空间尺度响应[J]. 应用生态学报, 2018,29(12):3986-3994. |
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