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《Chinese Journal of Soil Science》 2011-03
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Characteristic and Diagnostic Bands of Heavy Metals in Beijing Agricultural Soils Based on Spectroscopy

LI Shu-min 1,2,LI Hong 2 ,SUN Dan-feng 1,ZHOU Lian-di 2,BAO Jing 1(1.Institute of Agricultural Integrated Development,Beijing Academy of Agricultural and Forestry Sciences,Beijing 100097,China; 2.Resources and Environment College,China Agricultural University,Beijing 100094,China)  
Soil heavy metal contaminations have severe negative effects on ecology and life.Thus,soil environmental monitoring and evaluation are now extremely important for regional environment protection.As one of the modern fast developing techniques,spectroscopy analysis can provide the rapid and nondestructive correlation analysis of spectrum with chemical and physical properties of soil components.A total of 111 soil samples in Beijing agricultural soils are selected,and we measure their spectrum in 350-1050 nm(UV/VNIR) by ASD FieldSpec Pro.In this paper,the main objective is trying to find the characteristic and diagnostic spectral bands of the soil heavy metals including Cr,Ni,Cu,Zn,As,Cd,Pb,and Hg with principal component analysis(PCA) and correlation analysis.Results show that first-order derivative spectrum is a perfect choice to extract information of soil heavy metals compared to the original spectrum and their second-order derivative,and PCA can describe the major structure of their spectrum,bivariate correlation analysis further to explore the quantitative relationship between diagnostic spectral bands and the content of soil heavy metals.There exist significant correlations at 0.01-level between soil heavy metals and the diagnostic spectral bands.Spectrum of 415-570 nm center wavelength and more than 950 nm(less than 1025 nm) are the main characteristic and diagnostic bands of soil heavy metals in Beijing.The research on soil spectral reflectance features is the basis for soil properties monitoring and evaluation with regional remote sensing images.At the same time,regional monitoring with remote sensing needs to consider more complex conditions: scale effects,complicated environmental factors,influences of other soil properties,a variety of geochemical behavior of soil heavy metals,and et al.
【Fund】: 国家科技支撑项目(2006BAB15B05);; 北京市财政局项目资助
【CateGory Index】: S153
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【Citations】
Chinese Journal Full-text Database 10 Hits
1 Lin Fanhua1,Chen Haibo2,Bai Jun1(1.Mudanjiang Forestry Bureau Lin Fanhua;Mudanjiang 157009,China; 2.Northeast Forestry University Chen Haibo;Harbin 150040,China);In Soil Environment Heavy Metal Pollution Harm Research[J];Environmental Science and Management;2007-07
2 XU Yuan-jin,HU Guang-dao,ZHANG Zhen- fa Institute of Mathematical and Remote Sensing Geology, China University of Geosciences,Wuhan 430074, China;Continuum Removal and Its Application to the Spectrum Classification of Field Object[J];Geography and Geo-Information Science;2005-06
3 LI Xi-can1,2,WANG Jing2,LI Yu-huan3,WANG Fang4,ZHAO Jie4(1.College of Information Science and Engineering,Shandong Agricultural University,Taian 271018;2.Key Laboratory of Land Use,Ministry of Land Resources,Beijing 100035;3.College of Resource and Environment,Shandong Agricultural University,Taian 271018;4.Bureau of Land Resource of Taian,Taian 271018,China);High Spectral Retrieved Deduction of Soil Quality Index Based on Fuzzy Sets Analysis[J];Geography and Geo-Information Science;2008-04
4 ZHOU Ping1,WANG Runsheng1,2,YAN Bokun1,YANG Suming2,WANG Qinghua(1.School of Earth Science and Resources,China Univercity of Geosciences,Beijing 100083,China;2.China Aero Geophysical Survey and Remote Sensing Center for Land and Resources,Beijing 100083,China);Extraction of Soil Organic Matter Information by Hyperspectral Remote Sensing[J];Progress in Geography;2008-05
5 ZHANG Fei1,2,DING Jian-li1,2,Tashpolat·Tiyip1,HE Qi-sheng3 1.R&E Department of Xinjiang University,Key Laboratory of Oasis Ecology(Xinjiang University) Ministry of Education,Urumqi 830046,China2.Graduate School of Xinjiang University,Urumqi 830046,China3.State Key Laboratory of Remote Sensing Science,the Institute of Remote Sensing Applications of Chinese Academy of Sciences,Beijing 100101,China;Spectral Data Analysis of Salinity Soils with Ground Objects in the Delta Oasis of Weigan and Kuqa Rivers[J];Spectroscopy and Spectral Analysis;2008-12
6 REN Hong-yan1,2,3,ZHUANG Da-fang1,2,QIU Dong-sheng2,3,PAN Jian-jun11.College of Resource and Environmental Sciences,Nanjing Agricultural University,Nanjing 210095,China2.Resource and Environmental Science Data Center,Chinese Academy of Sciences,Beijing 100101,China3.Key Laboratory of Resources Remote Sensing & Digital Agriculture,Ministry of Agriculture,Beijing 100081,China;Analysis of Visible and Near-Infrared Spectra of As-Contaminated Soil in Croplands Beside Mines[J];Spectroscopy and Spectral Analysis;2009-01
7 HUANG Ming-xiang1,2,WANG Ke1,SHI Zhou1,GONG Jian-hua2,LI Hong-yi1,CHEN Jie-liang1 1.Institute of Agricultural Remote Sensing and Information System,College of Environmental and Resources Science,Zhejiang University,Hangzhou 310029,China 2.State Key Laboratory of Remote Sensing Science,Institute of Remote Sensing Applications,Chinese Academy of Sciences,Beijing 100101,China;Quantitative Evaluation of Soil Hyperspectra Denoising with Different Filters[J];Spectroscopy and Spectral Analysis;2009-03
8 Xie Xianli Sun Bo Hao Hongtao(Institute of Soil Science,Chinese Academy of Sciences,Nanjing 210008,China );RELATIONSHIP BETWEEN VISIBLE-NEAR INFRARED REFLECTANCE SPECTROSCOPY AND HEAVY METAL OF SOIL CONCENTRATION[J];Acta Pedologica Sinica;2007-06
9 LI Ju-bao ①,TIAN Qing-jiu ①,Wu Yun-zhao ①,② (①International Institute for Earth System Science, Nanjing University, Nanjing 210093, China②Department of Earth Sciences, Nanjing University, Nanjing 210093, China);The Study of Spectral Responses of Agricultural Soils for Fe,Zn and Se in the Area of Fuyang Riversides[J];Remote Sensing Information;2005-03
10 WANG Shan-qin①,②,SHU Ning①(① College of Remote Sensing Information Engineering,Wuhan University,Wuhan 430072,China; ② College of Resources and Environment,Huazhong Agricultural University,Wuhan 430070,China);A Review on Quantitative Remote Sensing Technique of Soil[J];Remote Sensing Information;2007-06
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 SU Xian-long et al (Economics and Management College of Northwest Scientific and Technological University,Yangling,Shaanxi 712100);Analysis on the Environmental Cost of Farmland Soil Pollution in China[J];Journal of Anhui Agricultural Sciences;2008-10
2 XU Jin-hong(School of Civil Engineering & Architecture,Chongqing Jiaotong University,Chongqing 400074,China);The field spectral characteristic of different parent type red soil in western Guangdong province[J];Science of Surveying and Mapping;2009-S2
3 LIU Wei1,CHANG Qing-rui1,GUO Man1,XING Dong-xing1,2,YUAN Yong-sheng1(1.College of Resources and Environment,Northwest A&F University,Yangling,Shaanxi 712100;2.Department of Resources and Environment,Xianyang Normal College,Xianyang,Shaanxi 712000,China);Application of wavelet transformation in detection of organic matter content based on visible/near infrared reflectance spectroscopy[J];Agricultural Research in the Arid Areas;2010-05
4 LI Xiang,YU Le,DONG Chuan-wan,ZHANG Deng-rong(Department of Geosciences,Zhejiang University,Hangzhou 310027,China);An Analysis of Emissivity Characteristics of Typical Igneous Rocks in Xinchang Area[J];Remote Sensing for Land & Resources;2010-02
5 WU Deng-wei1,WU Yun-zhao2,MA Hong-rui11.Department of Resources and Environment,Shaanxi University of Technology and Science,Xi’an 710021,China2.School of Geographic and Oceanographic Sciences,Nanjing University,Nanjing 210093,China;Study on the Prediction of Soil Heavy Metal Elements Content Based on Mid-Infrared Diffuse Reflectance Spectra[J];Spectroscopy and Spectral Analysis;2010-06
6 ZHAO Zhao1,LI Xia1*,YIN Ye-biao2,TANG Jin1,ZHOU Sheng-bin31.College of Pratacultural and Environmental Science,Xinjiang Agricultural University,Urumqi 830052,China2.College of Forestry and Horticulture,Xinjiang Agricultural University,Urumqi 830052,China3.Xinjiang Institute of Ecology and Geography,Chinese Academy of Sciences,Urumqi 830011,China;Analysis of Spectral Features Based on Water Content of DesertVegetation[J];Spectroscopy and Spectral Analysis;2010-09
7 ZHENG Guang-hui1,2,ZHOU Sheng-lu1*,WU Shao-hua1 1.School of Geographic and Oceanic Sciences,Nanjing University,Nanjing 210093,China 2.School of Remote Sensing,Nanjing University of Information Science & Technology,Nanjing 210044,China;Prediction of As in Soil with Reflectance Spectroscopy[J];Spectroscopy and Spectral Analysis;2011-01
8 HUANG Fu-rong1,2,PAN Tao1,2,ZHANG Gan-lin3,PAN Xian-zhang3,LIU Deng-fei1,2(1.Key Laboratory of Disaster Forecast and Control in Engineering, Ministry of Education,Jinan University,Guangzhou 510632,China; 2. Department of Optoelectronic Engineering,Jinan University, Guangzhou 510632,China; 3.State Key Laboratory of Soil and Sustainable Agriculture,Nanjing Institute of Soil Science, Chinese Academy of Sciences,Nanjing 210008,China);Rapid measurement of zinc contents in soils by near-infrared diffuse reflectance spectroscopy[J];Optics and Precision Engineering;2010-03
9 XU Ning1,2,HU Yu-xin1,2,LEI Bin1,2,HONG You-tang3,DANG Fu-xing41.Institute of Electronics,Chinese Academy of Sciences,Beijing 100080,China2.Key Laboratory of Technology in Geo-Spatial Information Processing and Application System,Institute of Electronics,Chinese Academy of Sciences, Beijing 100080,China3.Department of Land Sciences and Technology,China University of Geosciences,Beijing 100083,China4.China Aero Geophysical Survey and Remote Sensing Center for Land and Resources,Beijing 100083,China;Mineral Information Extraction for Hyperspectral Image Based on Modified Spectral Feature Fitting Algorithm[J];Spectroscopy and Spectral Analysis;2011-06
10 WU Jiansheng 1,2,SONG Jing 1,2,ZHENG Maokun 2,Xie Jing 1,LI Junjie 1,2,HUANG Xiulan 1 (1.Key Laboratory for Urban Habitat Environmental Science and Technology,School of Urban Planning and Design,Shenzhen Graduate School of Peking University,Shenzhen Guangdong 518055,China;2.Key Laboratory for Earth Surface Processes,Ministry of Education,College of Urban and Environmental Sciences,Peking University,Beijing 100871,China);Review of methods for monitoring soil heavy metal concentrations[J];Journal of Northeast Agricultural University;2011-05
China Proceedings of conference Full-text Database 3 Hits
1 Pan Ligang~1,Zhang Jin~2,Lu Anxiang~1,Ma Zhihong~1,Han Ping~1 (1.Beijing Research Center for Agrifood Testing and Farmland Monitoring,Beijing 100097,China; 2.Xiamen Entry-exit Inspection and Quarantine Burau,Xiamen 361012,China);Review on non-destructive determination technology for agricultural product quality[A];[C];2008
2 XU Yuan-jin~(1,2),HU Guang-dao~(1,2) (1.Inst.of Mathematical Geology and Remote Sensing Geology,China Univ.of Geosciences,Wuhan 430074,China; 2.Key Lab.of Info.Eng.and Resources Appraisal,Chinese Ministry of Land and Resources,Wuhan 430074,China);Application of Exhaustive Method for Object Identification of Hyperspectral Image[A];[C];2007
3 Zhou Tinggang1,2,3,SuYingchun1,Chen Ying1,Wang Suwei1 1.School of Geographic Science,Southwest China University,Chongqing,China,400715 2.Key Laboratory of Eco-environments in Three Gorges Reservoir Region(Ministry of Education),Chongqing,China 400715 3.Engineering Technology Research Center of Geo-spatial Information in Chongqing,Chongqing,China,401147;Research on the Spectral Character of Coal Gangue and Its Environmental Effects[A];[C];2010
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 Chen Shijian(Institute of Geodesy and Geophysics,the Chinese Academy of Sciences,Wuhan,430077)Hu Aitang(Nanjing Agricultural University,Nanjing, 210014);EFFECTS OF ORGANIC MATTER ON FRACTIONATION AND AVAILABILITY OF COPPER IN SOIL[J];PESOURCES AND ENUIRONMENT IN THE YANGTZA VALLEY;1995-04
2 HE Ting~1,WANG Jing~1,CHENG Ye~1,LIN Zong-jian~2(1.Key Laboratory of Land Use,M.L.R.,Beijing 100035;2.China Academy of Mapping and Surveying,Beijing 100039,China);Study on Spectral Features of Soil Fe_2O_3[J];Geography and Geo-Information Science;2006-02
3 GAN Fu\|ping 1,2 ,WANG Run\|sheng 2,MA Ai\|nai 1 (1. Institute of Remote Sensing and GIS, Peking University, Beijing 100871,China; 2.China Aero Geophysical Survey and Remote Sensing Center for Land and Resources, Beijing 100083,China);SPECTRAL IDENTIFICATION TREE(SIT)FOR MINERAL EXTRACTION BASED ON SPECTRAL CHARACTERISTICS OF MINERALS[J];Earth Science Frontiers;2003-02
4 XIE Bo-cheng~(1,2), XUE Xu-zhang~1, WANG Ji-hua~1, WANG Guo-dong~2(1.National Engineering Research Centre for Information Technology in Agriculture, Beijing 100089,China;2.College of Resource and Environment Science, Northwest A&F University, Yangling, Shaanxi 712100,China);Analysis of soil parameters by spectrum reflectance[J];Agricultural Research in the Arid Areas;2005-03
5 Zhang HuaAn; Zhu Yonghao(Anhui Institute of Optics and Fine Mechanics, Academia Sinica);QANTITATIVE SPECTRAL ANALYSIS OF MAIN CLAY MINERALS IN SOIL[J];REMOTE SENSING FOR LAND & RESOURCES;1994-02
6 SUN Jian-ying1, LI Min-zan 1* , ZHENG Li-hua1, HU Yong-guang 1, 2 , ZHANG Xi-jie1 1. Key Laboratory of MOE on Modern Precision Agriculture System Integration Research, China Agricultural University, Beijing 100083, China 2. School of Mechanical Engineering, Jiangsu University, Zhenjiang 212013, China;Real-Time Analysis of Soil Moisture, Soil Organic Matter, and Soil Total Nitrogen with NIR Spectra[J];Spectroscopy and Spectral Analysis;2006-03
7 ZENG Hao,YOU Jing-lin,CHEN Hui,JIANG Guo-chang School of Material Science and Engineering,Shanghai University,Shanghai 200072,China;Ab Initio Calculation of Hyperfine Structure and Raman Spectra of Binary Alkali Metal Silicates[J];Spectroscopy and Spectral Analysis;2007-06
8 LI Qing-bo1,ZHANG Guang-jun1*,XU Ke-xin2,WANG Yan21.Key Laboratory of Precision Opto-mechatronics Technology,Ministry of Education,Beijing University of Aeronautics and Astronautics,Beijing 100083, China2.State Key Laboratory of Precision Measuring Technology and Instruments,Tianjin University,Tianjin 300072,China;Application of Digital Fourier Filtering Pretreatment Method to Improving Robustness of Multivariate Calibration Model in Near Infrared Spectroscopy[J];Spectroscopy and Spectral Analysis;2007-08
9 Fan Changfa Jia Jingfen (Department of Biology, Northwest University, Xi'an 710069);CURRENT RESEARCHES STATE OF PHYTOREMEDIATION TECHNIQUE[J];;1999-05
10 XU Yuanjin,HU Guangdao(China University of Geosciences,Wuhan430074,China);Discussion for Factor Loading Graph of Correspondence Analysis in Geology with Visual C++[J];Computer and Modernization;2003-07
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