Tropical Geography ›› 2019, Vol. 39 ›› Issue (4): 482-491.doi: 10.13284/j.cnki.rddl.003153
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Sun Zhongyu1,Jing Wenlong1,Qiao Xi2 and Yang Long1
Online:
2019-07-10
Published:
2019-07-10
Sun Zhongyu, Jing Wenlong, Qiao Xi and Yang Long. Identification and Monitoring of Blooming Mikania micrantha Outbreak Points Based on UAV Remote Sensing[J].Tropical Geography, 2019, 39(4): 482-491.
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Anderson G L, Everitt J H, Richardson A J and Escobar D E. 1993. Using Satellite Data to Map False Broomweed (Ericamera austrotexana) Infestations on South Texas Rangelands. Weed Technology, (7): 865-871.Anderson K and Gaston K J. 2013. Lightweight Unmanned Aerial Vehicles Will Revolutionize Spatial Ecology. Frontiers in Ecology and the Environment, (11): 138-146. Alvarez-Taboada F, Paredes C and Julián-Pelaz J. 2017. Mapping of the Invasive Species Hakea Sericea Using Unmanned Aerial Vehicle (UAV) and WorldView-2 Imagery and an Object-Oriented Approach. Remote Sensing, (9): 913. Bradley B A. 2014. Remote Detection of Invasive Plants: A Review of Spectral, Textural and Phenological Approaches. Biological Invasions, 16(7): 1411-1425. 陈利,林辉,孙华. 2014. 基于wordview-2影像的外物种薇甘菊入侵遥感监测. 浙江农林大学学报,31(2):185-189. [Chen Li, Lin Hui and Sun Hua. 2014. Remote Sensing of a Mikania Micrantha Invasion in Alien Species with WordView-2 images. Journal of Zhejiang A & F University, 31 (2): 185-189. ] Chen L, Zhu Y, Papandreou G, Schroff F and Adam H. 2018. Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation. Cham: Springer International Publishing, 833-851. 丁雷龙,李强子,杜鑫,田亦陈,袁超.2016. 基于无人机图像颜色指数的植被识别.国土资源遥感,28(1):78-86. [Ding Leilong, Li Qiangzi, Du Xi, Tian Yichen and Yuan Chao. 2016. Vegetation Extraction Method Based on Color Indices from UAV Images. Remote Sensing for Land and Resources, 28(1): 78-86. ] De Sá N C, Castro P, Carvalho S, Marchante E, López-Nú?ez F A and Marchante H. 2018. Mapping the Flowering of an Invasive Plant Using Unmanned Aerial Vehicles: Is There Potential for Biocontrol Monitoring? Frontiers in Plant Science, (9): 13. 冯家莉,刘凯,朱远辉,李勇,柳林,蒙琳. 2015. 无人机遥感在红树林资源调查中的应用. 热带地理,35(1):35-42. [Feng Jiali, Liu Kai, Zhu Yuanhui, Li Yong, Liu Lin and Meng Lin. 2015. Application of Unmanned Aerial Vehicles to Mangrove Resources Monitoring. Tropical Geography, 35(1): 35-42. ] Floreano D and Wood R J. 2015. Science, Technology and the Future of Small Autonomous Drones. Nature, 521: 460-466. 郭庆华,吴芳芳,胡天宇,陈琳海,刘瑾,赵晓倩,高上,庞树鑫. 2016. 无人机在生物多样性遥感监测中的应用现状与展望. 生物多样性,24(11):1267-1278. [Guo Qinghua, Wu Fangfang, Hu Tianyu, Chen Linhai, Liu Jin, Zhao Xiaoqian, Gao Shang and Pang Shuxin. 2016. Perspectives and Prospects of Unmanned Aerial Vehicle in Remote Sensing Monitoring of Biodiversity. Biodiversity Science, 24(11): 1267-1278. ] He K, Zhang X, Ren S and Sun J. 2016. Deep Residual Learning for Image Recognition. In: IEEE Computer Society. 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Las Vegas: IEEE Computer Society, 770-778. DOI: 10.1109/CVPR.2016.90. Hird J N, Montaghi A, Mcdermid G J, Kariyeva J, Moorman, B J, Nielsen S E and McIntosh A C S. 2017. Use of Unmanned Aerial Vehicles for Monitoring Recovery of Forest Vegetation on Petroleum Well Sites. Remote Sensing, 9(5): 413. 胡佳,林辉,孙华,东启亮,范应龙,罗喜华. 2015. 基于worldview-2的薇甘菊信息精细提取. 中南林业科技大学学报,35(1):42-49. [Hu Jia, Lin Hui, Sun Hua, Dong Qiliang, Fan Yinglong and Luo Xihua. 2015. Precise Extraction of Mikania Micrantha Information Based on WorldView-2 Data. Journal of Central South University of Forestry & Technology, 35(1): 42-49. ] 胡健波,张健. 2018. 无人机遥感在生态学中的应用进展. 生态学报,38(1):20-30. [Hu Jianbo and Zhang Jian. 2018. Unmanned Aerial Vehicle Remote Sensing in Ecology: Advances and Prospects. Acta Ecologica Sinica, 38(1): 20-30. ] 李冬梅,彭少麟. 2010. 薇甘菊几丁质酶基因的原核表达及活性分析. 西北植物学报,30(5):894-900. [Li Dongmei and Peng Shaolin. 2010. Expression and Activity Analysis of a Chitinase Gene from Mikania micrantha in Escherichia Coli. Acta Botanica Boreali-Occidentalia Sinica, 30 (5): 894-900. ] 李钧敏,董鸣,钟章成. 2007. 入侵植物薇甘菊种群的遗传分化. 植物生态学报,31(4):680-688. [Li Junmin, Dong Ming and Zhong Zhangcheng. 2007. Population Genetic Differentiations in the Invasive Plant Mikania micrantha in China. Journal of Plant Ecology, 31(4): 680-688. ] 李云琴,季梅,刘凌,户连荣,张知晓,泽桑梓. 2019. 云南省林地薇甘菊防控研究进展. 生物安全学报,28(1):1-6. [Li Yunqin, Ji Mei, Liu Ling, Hu Lianron, Zhang Zhixiao and Ze Sangzi. 2019. Research Progress on Prevention and Control of Mikania micrantha in Forestland of Yunnan Province. Journal of Biosafety, 28(1): 1-6. ] 梁宇哲,郑荣宝,徐嘉源,郑至键. 2019. 基于Citespace的无人机遥感研究知识图谱分析. 热带地理,39(2):309-317. [Liang Yuzhe, Zheng Rongbao, Xu Jiayuan and Zheng Zhijian. 2019. Knowledge Map Analysis of UAV Remote Sensing Research Based on Citespace. Tropical Geography, 39 (2): 309-317. ] 柳帅,林辉,孙华,陈利. 2014. 基于Pleiades-1卫星数据薇甘菊信息提取. 中南林业科技大学学报,34(11):116-119. [Liu Shuai, Lin Hui, Sun Hua and Chen Li. 2014. Information Extraction of Mikania micrantha Based on Pleiades-1 Data. Journal of Central South University of Forestry & Technology, 34 (11): 116-119. ] Sandino J, Gonzalez F, Mengersen K and Gaston K J. 2018. UAVs and Machine Learning Revolutionising Invasive Grass and Vegetation Surveys in Remote Arid Lands. Sensors, 18(2): 605. Shen H, Ye W, Hong L, Cao H and Wang Z. 2005. Influence of the Obligate Parasite Cuscuta Campestris on Growth and Biomass Allocation of Its Host Mikania micrantha. Journal of Experimental Botany, 56(416): 1697-1697. 宋莉英,柯展鸿,孙兰兰,彭长连. 2013. 模拟酸雨对三种菊科入侵植物光合特性的影响. 植物学报,48(2):160-167. [Song Liying, Ke Zhanhong, Sun Lanlan and Peng Changlian. 2013. Effect of Simulated Acid Rain on Gas Exchanges of Three Compositae Invasive Plants. Chinese Bulletin of Botany, 48(2): 160-167. ] St?cker C, Bennett R, Nex F, Gerke M and Zevenbergen J. 2017. Review of the Current State of UAV Regulations. Remote Sensing, 9(5): 459. 孙中宇,陈燕乔,杨龙,唐光良,袁少雄,林志文. 2017. 轻小型无人机低空遥感及其在生态学中的应用进展. 应用生态学报,28(2):528-536. [Sun Zhongyu, Chen Yanqiao, Yang Long, Tang Guangliang, Yuan Shaoxiong and Lin Zhiwen. 2017. Small Unmanned Aerial Vehicles for Low-altitude Remote Sensing and Its Application Progress in Ecology. Chinese Journal of Applied Ecology, 28 (2): 528-536. ] Szegedy C, Vanhoucke V, Ioffe S, Shlens J and Wojna Z. 2016. Rethinking the Inception Architecture for Computer Vision. In: IEEE Computer Society. 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Las Vegas: IEEE Computer Society, 2818-2826. DOI: 10.1109/CVPR.2016.308. Underwood E, Ustin S and DiPietro D. 2003. Mapping Non-native Plants Using Hyperspectral Imagery. Remote Sensing of Environment, (86): 150-161. 王伯荪,廖文波,昝启杰,李鸣光,周先叶,高三红. 2003. 薇甘菊Mikania micrantha在中国的传播. 中山大学学报(自然科学版),42(4):47-50. [Wang Bosun, Liao Wenbo, Zan Qijie, Li Mingguang, Zhou Xianye and Gao Sanhong. 2003. The Spreads of Mikania micrantha in China. Acta Scientiarum Naturalium Universitatis Sunyatseni (Natural Science Edition), 42 (4): 47-50. ] 王宇涛,麦菁,李韶山,BJRN LO. 2012. 华南地区严重危害入侵植物薇甘菊和五爪金龙入侵机制研究. 华南师范大学学报(自然科学版),44(4):1-5. [Wang Yutao, Mai Jing, Li Shaoshan and BIRN LO. 2012. Invasion Mechanisms of the Exotic and Noxious invasive Plants Mikania micrantha and Ipomoea cairica in South China. Journal of South China Normal University (Natural Science edition), 44 (4): 1-5. ] 王志远,莫南. 2014. 外来入侵植物薇甘菊的综合利用与开发. 中国园艺文摘,(1):214-217. [Wang Zhiyuan and Mo Nan. 2014. The Comprehensive Utilization and Development of Invasive Plant Mikania micrantha. Chinese Horticulture Abstracts, (1): 214-217. ] Whitehead K and Hugenholtz C H. 2014. Remote Sensing of the Environment with Small Unmanned Aircraft Systems (UASs), Part 1: a Review of Progress and Challenges. Journal of Unmanned Vehicle Systems, (2): 69-85. 杨继,李博. 2017. 入侵科学的发展需要新视角和新技术. 生物多样性,25(12):1255-1256. [Yang Ji and Li Bo. 2017. New Perspectives and Techniques are Needed to Advance Invasion Science. Biodiversity Science, 25(12): 1255-1256. ] Zhang L Y, Ye W H, Cao H L and Feng H L. 2010. Mikania micr`antha H. B. K. in China-an Overview. Weed Research, 44 (1): 42-49. 张炜银,王伯荪,廖文波,李鸣光,王勇军,昝启杰. 2002. 外域恶性杂草薇甘菊研究进展. 应用生态学报,13(12):1684-1688. [Zhang Weiyin, Wang Bosun, Liao Wenbo, Li Mingguang, Wang Yongjun and Zan Qijie. 2002. Progress in Studies on an Exotic Vicious Weed Mikania micrantha. Chinese Journal of Applied Ecology, 13(12): 1684-1688. ] 张志明,徐倩,王彬,孙虎,耿宇鹏,田冀. 2017. 无人机遥感技术在景观生态学中的应用. 生态学报,37(12):4029-4036. [Zhang Zhiming, Xu Qian, Wang Bin, Sun Hu, Geng Yupeng and Tian Ji. 2017. Applications of Unmanned Aerial Vehicles Remote Sensing Technology in Landscape Ecology. Acta Ecologica Sinica, 37 (12): 4029-4036. ] 张知晓,泽桑梓,季梅,刘凌,户连荣. 2018. 薇甘菊替代控制技术研究.西部林业科学,47(3):123-128. [Zhang Zhixiao, Ze Sangzi, Ji Mei, Liu Ling and Hu Lianrong. 2018. The Replacement Control Technology of Mikania micrantha. Journal of West China Forestry Science, 47(3): 123-128. ] |
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