Citation: | Zhang Qiuxia, Zhang Hebing, Liu Wenkai, Zhao Suxia. Inversion of heavy metals content with hyperspectral reflectance in soil of well-facilitied capital farmland construction areas[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2017, 33(12): 230-239. DOI: 10.11975/j.issn.1002-6819.2017.12.030 |
[1] |
中华人民共和国国土资源部. 基本农田划定技术规程:TD/T1032-2011[S]. 北京:中国标准出版社,2011.
|
[2] |
中华人民共和国国土资源部.高标准基本农田建设标准:TD/T1033-2012[S]. 北京:中国标准出版社,2012.
|
[3] |
刘新卫,李景瑜,赵崔莉. 建设4亿亩高标准基本农田的思考与建议[J]. 中国人口·资源与环境,2012,22(3):1-5.
|
[4] |
王新盼,姜广辉,张瑞娟,等. 高标准基本农田建设区域划定方法[J]. 农业工程学报,2013,29(10):241-250.Wang Xinpan, Jiang Guanghui, Zhang Ruijuan, et al. Zoning approach of suitable areas for high quality capital farmland construction[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2013, 29(10): 241-250. (in Chinese with English abstract)
|
[5] |
任艳敏,唐秀美,刘玉,等. 考虑耕地生态质量的基本农田划定方法[J]. 农业工程学报,2014,30(24):298-307.Ren Yanmin, Tang Xiumei, Liu Yu, et al. Demarcating method of prime farmland considering ecological quality of cultivated land[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2014, 30(24): 298-307. (in Chinese with English abstract)
|
[6] |
钱凤魁,王秋兵,李娜. 基于耕地质量与立地条件综合评价的高标准基本农田划定[J]. 农业工程学报,2015,31(18):225-232.Qian Fengkui, Wang Qiubing, Li Na. High-standard prime farmland planning based on evaluation of farmland quality and siteconditions[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2015, 31(18): 225-232. (in Chinese with English abstract)
|
[7] |
杨伟,谢德体,廖和平,等. 基于高标准基本农田建设模式的农用地整治潜力分析[J]. 农业工程学报,2013,29(7):219-229.Yang Wei, Xie Deti, Liao Heping, et al. Analysis of consolidation potential of agricultural land based on construction mode of high-standard basic farmland[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2013, 29(7): 219-229. (in Chinese with English abstract)
|
[8] |
王晨,汪景宽,李红丹,等. 高标准基本农田区域分布与建设潜力研究[J]. 中国人口 ? 资源与环境. 2014(S2):226-229.Wang Chen, Wang Jingkuan, Li Hongdan, et al. Research on regional distribution and potentiality of high-standard basic farmland[J]. China Population, Resources and Environment. 2014(S2): 226-229. (in Chinese with English abstract)
|
[9] |
林勇刚,陈凌静,王锐. 重庆城市发展新区高标准基本农田建设适宜性评价研究:以潼南县柏梓镇为例[J]. 江西农业学报,2015,27(2):111-115.Lin Yonggang, Chen Lingjing, Wang Rui. Study on suitability evaluation of high-standard basic farmland construction in developmental zone of chongqingcity: Taking Baizi Town of Tongnan County as an example[J]. Acta Agriculturae Jiangxi, 2015, 27(2): 111-115. (in Chinese with English abstract)
|
[10] |
崔勇,刘志伟. 基于GIS的北京市怀柔区高标准基本农田建设适宜性评价研究[J]. 中国土地科学,2014,(9):76-81.Cui Yong, Liu Zhiwei. A GIS-based approach for suitability evaluation of high standard primary farmland consolidation: A case from Huairou in Beijing[J]. China Land Sciences, 2014, (9): 76-81. (in Chinese with English abstract)
|
[11] |
赵素霞,牛海鹏,张捍卫,等. 基于生态位模型的高标准基本农田建设适宜性评价[J]. 农业工程学报,2016,32(12):220-228.Zhao Suxia, Niu Haipeng, Zhang Hanwei, et al. Suitability evaluation on high quality capital farmland consolidation based on niche-fitness model[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2016, 32(12): 220-228. (in Chinese with English abstract)
|
[12] |
冯锐,吴克宁,王倩. 四川省中江县高标准基本农田建设时序与模式分区[J]. 农业工程学报,2012,28(22):243-251.Feng Rui, Wu Kening, Wang Qian. Time sequence and mode partition of high-standard prime farmland construction in Zhongjiang county, Sichuan province[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2012, 28(22): 243-251. (in Chinese with English abstract)
|
[13] |
薛剑,韩娟,张凤荣,等. 高标准基本农田建设评价模型的构建及建设时序的确定[J]. 农业工程学报,2014,30(5):193-203.Xue Jian, Han Juan, Zhang Fengrong, et al. Development of evaluation model and determination of its construction sequence for well-facilitied capital farmland[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2014, 30(5): 193-203. (in Chinese with English abstract)
|
[14] |
李发志,孙华,江廷美,等. 高标准基本农田建设区域时序划分[J]. 农业工程学报,2016,32(22):251-258.Li Fazhi, Sun Hua, Jiang Tingmei, et al. Time sequence division of high-standard prime farmland construction area[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2016, 32(22): 251-258. (in Chinese with English abstract)
|
[15] |
蔡洁,李世平. 基于熵权可拓模型的高标准基本农田建设项目社会效应评价[J]. 中国土地科学,2014(10):40-47.Cai Jie, Li Shiping. Social effects evaluation of high- standard primary farmland construction project based on entropy-weighted method and extension model[J]. China Land Sciences, 2014(10): 40-47. (in Chinese with English abstract)
|
[16] |
Kemper T, Sommer S. Estimate of heavy metal contamination in soils after a mining accident using reflectance spectroscopy[J]. Environmental Science & Technology, 2002, 36(12): 2742- 2748.
|
[17] |
Siebielec G, Mccarty G W, Stuczynski T I. Near-and mid- infrared diffuse reflectance spectroscopy for measuring soil metal content[J]. Journal of Environmental Quality, 2004, 33(6): 2056-2069.
|
[18] |
吕杰,郝宁燕,崔晓临. 利用可见光近红外的尾矿区农田土壤Cu含量反演[J]. 农业工程学报,2015,31(9):265-270.Lü Jie, Hao Ningyan, Cui Xiaolin. Inversion model for copper content in farmland of tailing area based on visible- near infrared reflectance spectroscopy[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2015, 31(9): 265-270. (in Chinese with English abstract)
|
[19] |
宋练,简季,谭德军,等. 万盛采矿区土壤As,Cd,Zn重金属含量光谱测量与分析[J]. 光谱学与光谱分析,2014(03):812-817.Song Lian, Jian Ji, Tan Dejun, et al. Estimation of soil's heavy metal concentrations(As, Cd and Zn)in Wansheng mining area with geochemistry and field spectroscopy[J]. Spectroscopy and Spectral Analysis, 2014(3): 812-817. (in Chinese with English abstract)
|
[20] |
王菲,曹文涛,康日斐,等. 基于野外实测光谱的金矿区土壤重金属铬监测研究[J]. 环境污染与防治,2016(2): 13-18.Wang Fei, Cao Wentao, Kang Rifei, et al. Study on monitoring of soil heavy metal Cr in golden mining areas based on field measured spectrum[J]. Environmental Pollution & Control, 2016(2): 13-18. (in Chinese with English abstract)
|
[21] |
Tan Kun, Ye Yuanyuan, Du Peijun, et al. Estimation of heavy metal concentrations in reclaimed mining soils using reflectance spectroscopy[J]. Spectroscopy and Spectral Analysis, 2014, 34(12): 3317-3322(6).
|
[22] |
Kooistra L, Wanders J, Epema G F, et al. The potential of field spectroscopy for the assessment of sediment properties in river floodplains[J]. Analytica Chimica Acta, 2003, 484(2): 189-200.
|
[23] |
李刚,王勇,孙连英. 基于支持向量机的土壤重金属含量预测研究[J]. 北京联合大学学报:自然科学版,2015(2):36-40.Li Gang,Wang Yong,Sun Lianying. Study on the prediction of heavy metal content on soil based on support vector machine[J]. Journal of Beijing Union University, 2015(2): 36-40. (in Chinese with English abstract)
|
[24] |
Ren Hongyan, Zhuang Dafang, Singh. A N, et al. Estimation of As and Cu contamination in agricultural soils around a mining area by reflectance spectroscopy: A case study[J]. Pedosphere, 2009, 19(6): 719-726.
|
[25] |
Wang Junjie, Cui Lijuan, Gao Wenxiu, et al. Prediction of low heavy metal concentrations in agricultural soils using visible and near-infrared reflectance spectroscopy[J]. Geoderma, 2014, 216(1): 1-9.
|
[26] |
夏芳,彭杰,王乾龙,等. 基于省域尺度的农田土壤重金属高光谱预测[J]. 红外与毫米波学报,2015(5):593-598.Xia Fang, Peng Jie, Wang Qianlong, et al. Prediction of heavy metal content in soil of cultivated land: Hyperspectral technology at provincial scale[J]. J. Infrared Millim. Waves, 2015(5): 593-598. (in Chinese with English abstract)
|
[27] |
Shi Tiezhu, Chen Yiyun, Liu Yaolin, et al. Visible and near- infrared reflectance spectroscopy: An alternative for monitoring soil contamination by heavy metals[J]. Journal of Hazardous Materials, 2014, 265: 166-176.
|
[28] |
侯燕平,吕成文,项宏亮,等. 土样处理方式对室内土壤高光谱测试稳定性影响探讨[J]. 土壤通报,2015(2):287-291.Hou Yanping, Lü Chengwen, Xiang Hongliang, et al. Treatment effects on soil hyperspectral stability in laboratory test[J]. Chinese Journal of Soil Science, 2015, 46(2): 287- 291. (in Chinese with English abstract)
|
[29] |
王慧文. 偏最小二乘回归方法及其应用[M]. 北京:国防工业出版社,1999.
|
[30] |
袁中强,曹春香,鲍达明,等. 若尔盖湿地土壤重金属元素含量的遥感反演[J]. 湿地科学,2016(1):113-116.Yuan Zhongqiang, Cao Chunxiang, Bao Daming, et al. Inversion on contents of heavy metals in soils of wetlands in zoigê plateau based on remote sensing data[J]. Wetland Science, 2016(01): 113-116. (in Chinese with English abstract)
|
[31] |
刘伟,赵众,袁洪福,等. 光谱多元分析校正集和验证集样本分布优选方法研究[J]. 光谱学与光谱分析,2014(4):947-951.Liu Wei, Zhao Zhong, Yuan Hongfu, et al. An optimal selection method of samples of calibration set and validation set for spectral multivariate analysis[J]. Spectroscopy and Spectral Analysis, 2014(4): 947-951. (in Chinese with English abstract)
|
[32] |
Rossel R A V, Taylor H J, Mcbratney A B. Multivariate calibration of hyperspectral γ-ray energy spectra for proximal soil sensing[J]. European Journal of Soil Science. 2007, 58: 343-353.
|
[33] |
郑昭佩,刘新作.土壤质量及其评价[J]. 应用生态学报,2003,14(1):131-134.Zheng Zhaopei, Liu Xinzuo. Soil quality and its evaluation[J]. Chinese Journal of Applied Ecology, 2003, 14(1): 131-134. (in Chinese with English abstract)
|
[34] |
邵丰收,周皓韵. 河南省主要元素的土壤环境背景值[J]. 河南农业,1998,10:28.
|
[35] |
解宪丽,孙波,郝红涛. 土壤可见光-近红外反射光谱与重金属含量之间的相关性[J]. 土壤学报,2007,44(6): 982-993.Xie Xianli, Sun Bo, Hao Hongtao. Relationship between visible-near infrared reflectance spectroscopy and heavy metal of soil concentration[J]. Acta Pedologica Sinica, 2007, 44(6): 982-993. (in Chinese with English abstract)
|