Application of Hyper-Spectral Remote Sensing Technology in Environmental Protection
ZHAO Shao-hua1, 2, ZHANG Feng1, 2*, WANG Qiao1, 2, YAO Yun-jun3, WANG Zhong-ting1, 2, YOU Dai-an1, 2
1. Satellite Environment Center, Ministry of Environmental Protection, Beijing 100094, China 2. State Environmental Protection Key Laboratory of Satellite Remote Sensing, Beijing 100094, China 3. College of Global Change and Earth System Science, Beijing Normal University, Beijing 100875, China
Abstract:Hyper-spectral remote sensing (RS) technology has been widely used in environmental protection. The present work introduces its recent application in the RS monitoring of pollution gas, green-house gas, algal bloom, water quality of catch water environment, safety of drinking water sources, biodiversity, vegetation classification, soil pollution, and so on. Finally, issues such as scarce hyper-spectral satellites, the limits of data processing and information extract are related. Some proposals are also presented, including developing subsequent satellites of HJ-1 satellite with differential optical absorption spectroscopy, greenhouse gas spectroscopy and hyper-spectral imager, strengthening the study of hyper-spectral data processing and information extraction, and promoting the construction of environmental application system.
[1] Lillesand T M, Kiefer R W. Remote Sensing and Image Interpretation, 4th ed. Wiley & Sons,2000. [2] Chen Shuisen, Fang Ligang, Li Hongli, et al. ISPRS Journal of Photogrammetry and Remote Sensing, 2011, 66(3): 356. [3] Barkley M P, MonksP S, Engelen R J. Geophysical Research Letters, 2006, 33:L20805, doi: 10.1029 /2006GL026807. [4] Barkley M P, Monks P S, Hewitt A J, et al. Atmospheric Chemistry Physics, 2007, 7: 3 597. [5] Buchwitz M, Schneising O, Burrows J P, et al. Atmospheric Chemistry Physics, 2007, 7: 4249. [6] Engelen R J, McNally A P. Journal of Geophysical Research, 2005, 110:D18305, doi: 10.1029 /2005JD005982. [7] Gautam Ghosh, Suresh Kumar, Saha S K. Journal of the Indian Society of Remote Sensing, 2012, 40(1): 129. [8] Krueger A J, Krotkov N A, Kai Yang, et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2009, 2(4): 293. [9] Palazzi E,Petritoli A,Ravegnani F,et al. IEEE Transactions on Geoscience and Remote Sensing, 2008, 46(10): 2796. [10] Zhao Xiang, Liang Shunlin, Liu Suhong, et al. Science China, Earth Sciences, 2008, 51(3): 349. [11] TONG Qing-xi, ZHANG Bing, ZHENG Lan-fen(童庆禧,张 兵,郑兰芬). Hgperspectral Remote Sensing: Principle, Technology and Application(高光谱遥感:原理,技术与应用). Beijing: Higher Education Press(北京:高等教育出版社),2006. [12] YAN Huan-huan, CHEN Liang-fu, TAO Jin-hua, et al (闫欢欢,陈良富,陶金花,等). Journal of Remote Sensing(遥感学报), 2012,16(2):390. [13] QI Jin, ZHANG Peng, ZHANG Wen-jian, et al(齐 瑾;张 鹏;张文建,等). Acta Meteorologica Sinica(气象学报), 2008,66(3):396. [14] LIU Yi, LU Chun-hui, WANG Yong, et al(刘 毅,陆春晖,王 永,等). Chinese Science Bulletin(科学通报), 2011,56(18):1455. [15] LIAO Xiu-ying, SUN Jiu-lin, Lü Ning, et al(廖秀英,孙九林,吕 宁,等). Progress in Geophysics (地球物理学进展), 2012,27(3):837. [16] BAI Wen-guang, ZHANG Xing-ying, ZHANG Peng(白文广,张兴赢,张 鹏). Chinese Science Bulletin(科学通报), 2010,56(18):1455. [17] ZHANG Xing-ying, BAI Wen-guang, ZHANG Peng,et al(张兴赢,白文广,张 鹏,等). Chinese Science Bulletin(科学通报), 2011,56(33):2804. [18] ZHANG Ying, CHEN Liang-fu, TAO Jin-hua, et al(张 莹,陈良富,陶金花,等). Journal of Remote Sensing (遥感学报), 2012,16(2):232. [19] Lü Heng,JIANG Nan,LI Xin-guo(吕 恒,江 南,李新国). Advances Earth Science(地球科学进展),2005,20(2):185. [20] MA Rong-hua,TANG Jun-wu,DUAN Hong-tao,et al(马荣华,唐军武,段洪涛,等). Journal of Lake Sciences (湖泊科学),2009,21(2):143. [21] LI Jun-sheng, ZHANG Bing, SHEN Qian, et al(李俊生,张 兵,申 茜,等). Remote Sensing Technology and Application (遥感技术与应用),2007,22(5):593. [22] YAN Fu-li, WANG Shi-xin, ZHOU Yi, et al(阎福礼,王世新,周 艺, 等). Journal of Infrared and Millmeter Waves (红外与毫米波学报),2006,25(6):460. [23] WANG Ting,HUANG Wen-jiang,LIU Liang-yun, et al(王 婷,黄文江,刘良云,等). Science of Surveying and Mapping(测绘科学),2007,32 (4) :44. [24] WANG Yan-fei, LI Yun-mei, Lü Heng, et al(王彦飞,李云梅,吕 恒,等). Journal of Lake Sciences(湖泊科学), 2011, 23(5): 789. [25] PAN Bang-long, YI Wei-ning, WANG Xian-hua, et al(潘邦龙,易维宁,王先华,等). Infrared and Laser Engineering(红外与激光工程),2012,41(5):1255. [26] WAN Hua-wei, WANG Chang-zuo, LI Ya, et al(万华伟,王昌佐,李 亚,等). Transactions of the Chinese Society of Agricultural Engineering(农业工程学报), 2010,26(S2): 59. [27] LI Dan, CHEN Shui-sen, CHEN Xiu-zhi(李 丹,陈水森,陈修治). Transactions of the Chinese Society of Agricultural Engineering(农业工程学报), 2010,26(7): 181. [28] WEI Wei, LI Zeng-yuan(韦 玮,李增元). Forest Research(林业科学研究), 2011, 24(3): 300. [29] WEN Jian-ting, ZHANG Xia, ZHANG Bing, et al(温健婷, 张 霞, 张 兵,等). Advances in Earth Science(地球科学进展), 2010,25(6):625. [30] WANG Wei, SHEN Run-ping, JI Cao-xiang(王 维,沈润平,吉曹翔). Remote Sensing Technology and Application(遥感技术与应用), 2011,26(3):348.