Distribution Characteristics and Sources Identification of Selenium-rich Soils in the Ecological Conservation Area of the Daqinghe River Watershed, Beijing
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摘要: 北京是典型的硒缺乏地理分布区,但近些年研究成果表明局部地区土壤达到富硒水平,掌握该区富硒分布特征对于开展北京地区的富硒环境研究和开发利用富硒土地资源具有重要意义。本文以北京大清河流域生态涵养区1615km2地球化学调查数据为基础,采用原子荧光光谱(AFS)等方法测定了研究区1297件表层土壤、25组玉米及对应根系土壤和15件岩石中Se等地球化学指标;利用相关分析、多元统计分析方法,结合GIS技术,研究土壤和农作物中硒含量特征、富硒成因来源以及土壤硒与碳铁磷等其他元素的关系,评价富硒土地的安全性。结果表明:研究区土壤硒含量区间为0.055~0.465mg/kg,背景值为0.257mg/kg,呈现富硒特征,厘定出360.4km2富硒土地资源。当地种植的玉米硒含量变化范围为0.028~0.70mg/kg,几何均值为0.20mg/kg,80%的玉米样本为富硒农产品,且土壤富硒与作物富硒空间分布一致,指示土壤硒是作物体内硒的重要供给来源。研究认为,地质背景和成土母质是研究区富硒土地资源分布的主控因素,河流相沉积的暗色岩系是重要的土壤硒来源。富硒土地整体环境质量清洁安全,仅3.23km2(面积占比0.2%)土壤重金属(镉汞铅)含量超风险管控值,在土地开发过程中需重点关注。Abstract:
BACKGROUNDBeijing is a typical geographical distribution area of selenium deficiency. However, some research results in recent years indicate that the soils in some areas reaches the level of selenium enrichment. It is important to study the characteristics of selenium distribution in these areas for the research of a selenium-rich environment in Beijing and the development of selenium-rich land resources. OBJECTIVESTo discuss the characteristics of selenium content in soil and crops, the source of selenium and the relationship between selenium in soil and other elements such as carbon, iron and phosphorus, and to evaluate the safety of selenium-rich land. METHODSSamples of 1297 topsoil, 25 sets of corn and corresponding root soil and 15 rock samples were collected from an eco-conserving division of the Daqinghe River watershed. The content of selenium in these samples was determined by atomic fluorescence spectrometry. Methods of correlation analysis and multivariate statistical analysis and GIS technology were used to study the characteristics of selenium content in soil and crops, the source of selenium enrichment, and the relationship between soil selenium and other elements such as carbon, nitrogen, phosphorus and sulfur, and the safety of selenium-rich land was evaluated. RESULTSThe results showed that the soil selenium content ranged from 0.055 to 0.465mg/kg and that the background value was 0.257mg/kg, which show selenium-rich characteristics. 360.4km2 selenium-rich land resources was identified. The selenium content of corn ranged from 0.028 to 0.70mg/kg, and the geometric mean was 0.20mg/kg. 80% of the corn samples were selenium-rich products. The selenium-rich soil and the selenium-rich crops had the same spatial distribution, which indicated that the soil was an important source of selenium in crops. CONCLUSIONSGeological background and soil parent material are the key control factors affecting the distribution of selenium-rich land resources. Dark rock series of fluvial deposition are a crucial source of selenium in soil. The overall environmental quality of selenium-rich land is clean and safe, and only 0.2% of the area (3.23km2) contains soil heavy metal (Cd, Hg, Pb) content, which exceeds the level of risk management control. Due to these findings, attention needs to be paid during selenium-rich land development. -
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表 1 研究区表层土壤硒丰缺水平分布面积统计
Table 1. Distribution area of selenium level in topsoils of the study area
测试项目 硒缺乏土壤 边缘硒土壤 适量硒土壤 高硒土壤 硒过剩区 硒含量
(mg/kg)≤0.125 0.125~0.175 0.175~0.40 0.40~3.0 >3.0 面积(km2) 49.2 110.1 986.1 360.4 0 面积占比
(%)3.27 7.31 65.48 23.93 0 表 2 土壤与玉米硒含量分级统计
Table 2. Selenium content grading statistics in soils and crops
土壤硒含量
分级标准[31]样本量
(件)研究区内周口店农业种植区 根系土硒含量范围
(mg/kg)根系土硒含量平均值
(mg/kg)玉米硒含量范围
(mg/kg)玉米硒含量平均值
(mg/kg)缺乏
(≤0.125mg/kg)2 0.060~0.075 0.068 0.028~0.30 0.16 边缘
(0.125~0.175mg/kg)2 0.151~0.152 0.152 0.031~0.075 0.053 中等
(0.175~0.400mg/kg)12 0.186~0.382 0.268 0.12~0.50 0.18 高
(0.400~3.00mg/kg)9 0.401~0.820 0.586 0.11~0.70 0.26 过剩
(≥3.0mg/kg)0 - - - - 表 3 研究区不同时代地层岩石中Se含量分布特征
Table 3. Characteristics of Se content in strata of different ages
地层时代 岩石类型 样本量
(件)硒含量范围
(mg/kg)硒含量平均值
(mg/kg)寒武—奥陶系 白云岩 4 0.007~0.034 0.016 灰岩 灰岩 灰岩 石炭—二叠系 千枚岩 4 0.016~0.16 0.07 千枚岩 页岩 砂岩 侏罗系
(窑坡组—龙门组)砂岩 3 0.023~0.093 0.057 泥页岩 页岩 花岗岩 1 0.022 0.022 煤矸石 3 0.166~0.16 0.11 表 4 研究区不同成土母质土壤Se元素平均值
Table 4. Average values of Se in different soil parent materials of the study area
成土母质区 参与统计的
样本量(件)硒含量平均值
(mg/kg)蓟县系钙质岩 377 0.302 青白口系页片岩 180 0.444 寒武—奥陶系钙质岩 248 0.313 石炭—二叠系硅质岩(含煤系地层) 164 0.311 侏罗—白垩系硅质岩(含煤系地层) 39 0.352 岩浆岩 30 0.202 第四系 165 0.261 表 5 研究区表层土壤重金属环境质量分区样点数及占比
Table 5. Statistics on number of samples and proportion of topsoil in heavy metal environmental quality area
重金属元素 环境质量分区 质量安全区 风险筛选区 风险管控区 ≤风险筛选值样点数(个) 占比(%) 风险筛选值~风险管制值样点数(个) 占比(%) >风险管制值样点数(个) 占比(%) Cd 1219 93.99 73 5.63 5 0.39 Hg 1293 99.69 3 0.23 1 0.08 As 1286 99.15 11 0.85 0 0.00 Pb 1292 99.61 4 0.31 1 0.08 Cr 1297 100.00 0 0.00 0 0.00 Cu 1287 99.23 10 0.77 - - Ni 1293 99.69 4 0.31 - - Zn 1288 99.31 9 0.69 - - 注:“-”表示《土壤环境质量农用地土壤污染风险管控标准(试行)》(GB 15618—2018)标准中无对应的评价风险管制值标准。 -
[1] 韩晓霞, 魏洪义.硒的营养生物学研究进展[J].南方农业学报, 2015, 46(10):1798-1804. doi: 10.3969/j:issn.2095-1191.2015.10.1798
Han X X, Wei H Y.Research progress in nutritional biology of selenium[J].Journal of Southern Agriculture, 2015, 46(10):1798-1804. doi: 10.3969/j:issn.2095-1191.2015.10.1798
[2] Fordyce F.Selenium geochemistry and health[J].AMBIO:A Journal of the Human Environment, 2007, 36(1):94-97. doi: 10.1579/0044-7447(2007)36[94:SGAH]2.0.CO;2
[3] 朱晓华, 刘晓端, 刘久臣, 等.川西高原天然剖面土壤硒的含量及分布特征[J].生态环境学报, 2015, 24(4):673-682. http://d.old.wanfangdata.com.cn/Periodical/tryhj201504019
Zhu X H, Liu X D, Liu J C, et al.Contents and distributions characteristics of selenium in natural soil profile samples from the Western Sichuan plateau area[J].Ecology and Environmental Sciences, 2015, 24(4):673-682. http://d.old.wanfangdata.com.cn/Periodical/tryhj201504019
[4] Fordyce F M.Selenium Deficiency and Toxicity in the Environment[M]//Selinus O.Essentials of Medical Geology.2013: 375-416.
[5] Yanai J, Mizuhara S, Yamada H.Soluble selenium content of agricultural soils in Japan and its determining factors with reference to soil type, land use and region[J].Soil Science and Plant Nutrition, 2015, 61(2):312-318. doi: 10.1080/00380768.2014.997147
[6] 李春生.开阳县硒资源农业开发利用研究[D].贵阳: 贵州师范大学, 2000: 1-2.
Li C S.Research on Development and Utilization of Selenium Resources in Agriculture of Kaiyang County[D].Guiyang: Guizhou Normal University, 2000: 1-2.
[7] 马迅, 宗良纲, 诸旭东, 等.江西丰城生态硒谷土壤硒有效性及其影响因素[J].安全与环境学报, 2017, 17(4):1588-1593. http://d.old.wanfangdata.com.cn/Periodical/aqyhjxb201704071
Ma X, Zong L G, Zhu X D, et al.Effectiveness and influential factors of soil selenium in selenium valley, Fengcheng, Jiangxi[J].Journal of Safety and Environment, 2017, 17(4):1588-1593. http://d.old.wanfangdata.com.cn/Periodical/aqyhjxb201704071
[8] 陈娟, 宋帅, 史雅娟, 等.富硒农业生产基地土壤硒资源空间分布特征及评价[J].环境化学, 2015, 34(12):2185-2190. doi: 10.7524/j.issn.0254-6108.2015.12.2015040302
Chen J, Song S, Shi Y J, et al.Spatial distribution and assessment of selenium in soils of a Se-enrich agricultural production base[J].Environmental Chemistry, 2015, 34(12):2185-2190. doi: 10.7524/j.issn.0254-6108.2015.12.2015040302
[9] 吴俊.福建省寿宁县土壤硒分布特征及影响因素[J].中国地质, 2018, 45(6):1167-1176. http://d.old.wanfangdata.com.cn/Periodical/zgdizhi201806008
Wu J.The distribution of soil selenium in Shouning County of Fujian Province and its influencing factors[J].Chinese Geology, 2018, 45(6):1167-1176. http://d.old.wanfangdata.com.cn/Periodical/zgdizhi201806008
[10] 蒋慧豪, 罗杰, 蔡立梅, 等.广东省普宁市土壤硒的分布特征及影响因素研究[J].现代地质, 2019, 33(1):161-168. http://d.old.wanfangdata.com.cn/Periodical/xddz201901015
Jiang H H, Luo J, Cai L M, et al.Distribution of selenium and its influencing factors in soils of Puning City, Guangdong Province[J].Geoscience, 2019, 33(1):161-168. http://d.old.wanfangdata.com.cn/Periodical/xddz201901015
[11] 李福燕, 漆智平, 李许明.海口市农田土壤硒含量特征与农作物硒特征[J].土壤通报, 2016, 47(3):630-635. http://d.old.wanfangdata.com.cn/Periodical/trtb201603019
Li F Y, Qi Z P, Li X M.Survey and research of selenium contents in farmland soil and crops of Haikou[J].Chinese Journal of Soil Science, 2016, 47(3):630-635. http://d.old.wanfangdata.com.cn/Periodical/trtb201603019
[12] 陈锦平, 刘永贤, 潘丽萍, 等.浔郁平原不同作物的硒富集特征及其影响因素[J].土壤, 2018, 50(6):1155-1159. http://d.old.wanfangdata.com.cn/Periodical/tr201806015
Chen J P, Liu Y X, Pan L P, et al.Selenium accumulation characteristics and influential factors of different crops in Xunyu Plain[J].Soils, 2018, 50(6):1155-1159. http://d.old.wanfangdata.com.cn/Periodical/tr201806015
[13] 李海蓉, 杨林生, 谭见安, 等.我国地理环境硒缺乏与健康研究进展[J].生物技术进展, 2017, 7(5):381-386. http://d.old.wanfangdata.com.cn/Periodical/swjsjz201705006
Li H R, Yang L S, Tan J A, et al.Progress on selenium deficiency in geographical environment and its health impacts in China[J].Current Biotechnology, 2017, 7(5):381-386. http://d.old.wanfangdata.com.cn/Periodical/swjsjz201705006
[14] 郭莉, 杨忠芳, 阮起和, 等.北京市平原区土壤中硒的含量和分布[J].现代地质, 2012, 26(5):859-864. doi: 10.3969/j.issn.1000-8527.2012.05.003
Guo L, Yang Z F, Ruan Q H, et al.Content and distribution of selenium in soil of Beijing Plain[J].Geoscience, 2012, 26(5):859-864. doi: 10.3969/j.issn.1000-8527.2012.05.003
[15] 黄淇, 成杭新, 陈出新, 等.北京市房山区富硒土壤调查与评价[J].物探与化探, 2013, 37(5):889-894. http://d.old.wanfangdata.com.cn/Periodical/wtyht201305025
Huang Q, Cheng H X, Chen C X, et al.The investigation and evaluation of selenium-rich soil in Fangshan District of Beijing City[J].Geophysical and Geochemical Exploration, 2013, 37(5):889-894. http://d.old.wanfangdata.com.cn/Periodical/wtyht201305025
[16] Greco A D S, Sanjinez Argandona E J, Corazza M Z, et al.Use of chemometric tools for HG-AAS instrumental optimization in the determination of Se in nuts grown in Brazil[J].Atomic Spectroscopy, 2018, 39(6):251-257.
[17] 中国环境监测总站.中国土壤元素背景值[M].北京:中国环境科学出版社, 1990.
China National Environmental Monitoring Centre.Background Values of Soil Elements in China[M].Beijing:China Environmental Science Press, 1990.
[18] 谭见安.环境生命元素与克山病:生态化学地理研究[M].北京:中国医药科技出版社, 1996.
Tan J A.Environmental Life Elements and Keshan Disease:Eco-chemical Geography[M].Beijing:China Medical Science Press, 1996.
[19] 邹辉, 王卉, 段碧辉, 等.恩施州宣恩地区富硒土壤硒含量特征及影响因素研究[J].资源环境与工程, 2018, 32(4):546-550. http://d.old.wanfangdata.com.cn/Conference/9506019
Zou H, Wang H, Duan B H, et al.Study on selenium contents characteristics of selenium-rich soil in Xuanen Area of Enshi and its influencing factors[J].Resources Environment & Engineering, 2018, 32(4):546-550. http://d.old.wanfangdata.com.cn/Conference/9506019
[20] 曹容浩.福建省龙海市表层土壤硒含量及影响因素研究[J].岩矿测试, 2017, 36(3):282-288. http://www.ykcs.ac.cn/article/doi/10.15898/j.cnki.11-2131/td.201606130084
Cao R H.Study on selenium content of surface soils in Longhai, Fujian and its influencing factors[J].Rock and Mineral Analysis, 2017, 36(3):282-288. http://www.ykcs.ac.cn/article/doi/10.15898/j.cnki.11-2131/td.201606130084
[21] 王秋爽, 罗杰, 蔡立梅, 等.广东省揭西县土壤硒的分布特征及影响因素研究[J].土壤, 2018, 50(6):1126-1133. http://d.old.wanfangdata.com.cn/Periodical/tr201806010
Wang Q S, Luo J, Cai L M, et al.Distribution of soil selenium and its influential factors in Jiexi County, Guangdong Province[J].Soils, 2018, 50(6):1126-1133. http://d.old.wanfangdata.com.cn/Periodical/tr201806010
[22] 迟凤琴, 徐强, 匡恩俊, 等.黑龙江省土壤硒分布及其影响因素研究[J].土壤学报, 2016, 53(5):1262-1274. http://d.old.wanfangdata.com.cn/Periodical/trxb201605017
Chi F Q, Xu Q, Kuang E J, et al.Distribution of selenium and its influencing factors in soils of Heilongjiang Province, China[J].Acta Pedologica Sinica, 2016, 53(5):1262-1274. http://d.old.wanfangdata.com.cn/Periodical/trxb201605017
[23] 方金梅.福州市土壤硒形态分析及其迁移富集规律[J].岩矿测试, 2008, 27(2):103-107. doi: 10.3969/j.issn.0254-5357.2008.02.006 http://www.ykcs.ac.cn/article/id/ykcs_20080238
Fang J M.Selenium speciation analysis and its transformation and enrichment in soils of Fuzhou City[J].Rock and Mineral Analysis, 2008, 27(2):103-107. doi: 10.3969/j.issn.0254-5357.2008.02.006 http://www.ykcs.ac.cn/article/id/ykcs_20080238
[24] 周越, 吴文良, 孟凡乔, 等.土壤中硒含量、形态及有效性分析[J].农业资源与环境学报, 2014, 31(6):527-532. http://d.old.wanfangdata.com.cn/Periodical/nyhjyfz201406007
Zhou Y, Wu W L, Meng F Q, et al.Review on the content, specification of selenium and its availability in soils[J].Journal of Agricultural Resources and Environment, 2014, 31(6):527-532. http://d.old.wanfangdata.com.cn/Periodical/nyhjyfz201406007
[25] 韩笑, 周越, 吴文良, 等.富硒土壤硒含量及其与土壤理化性状的关系——以江西丰城为例[J].农业环境科学学报, 2018, 37(6):1177-1183. http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=nyhjbh201806018
Han X, Zhou Y, Wu W L, et al.Selenium contents of farmland soils and their relationship with main soil properties in Fengcheng, Jiangxi[J].Journal of Agro-Environment Science, 2018, 37(6):1177-1183. http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=nyhjbh201806018
[26] 谢邦廷, 贺灵, 江官军, 等.中国南方典型富硒区土壤硒有效性调控与评价[J].岩矿测试, 2017, 36(3):273-281. http://www.ykcs.ac.cn/article/doi/10.15898/j.cnki.11-2131/td.201610100152
Xie B T, He L, Jiang G J, et al.Regulation and evaluation of selenium availability in Se-rich soils in Southern China[J].Rock and Mineral Analysis, 2017, 36(3):273-281. http://www.ykcs.ac.cn/article/doi/10.15898/j.cnki.11-2131/td.201610100152
[27] 严佳, 宗良纲, 杨旎, 等.不同pH条件和P-Se交互作用对茶园土壤Se(Ⅳ)吸附行为的影响[J].农业环境科学学报, 2014, 33(5):935-942. http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=nyhjbh201405017
Yan J, Zong L G, Yang N, et al.Effects of pH and phosphate on Se(Ⅳ) adsorption by tea garden soil[J].Journal of Agro-Environment Science, 2014, 33(5):935-942. http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=nyhjbh201405017
[28] 沈方科.土壤理化性质及磷硫水平对水稻吸收累积硒的影响[D].南宁: 广西大学, 2017.
http://cdmd.cnki.com.cn/Article/CDMD-10593-1018029104.htm Shen F K.Soil Factors, Sulfur and Phosphorus Fertilizations Affecting Selenium Accumulation in Paddy Rice[D].Nanning: Guangxi University, 2017.
[29] 严佳.磷-硒交互作用对茶园土壤硒吸附行为及有效性的影响[D].南京: 南京农业大学, 2014: 10-11.
http://cdmd.cnki.com.cn/Article/CDMD-10307-1016041793.htm Yan J.Effects of Interaction of Phosphorus-Selenium on the Adsorption Behavior and Availability of Selenium on Tea Garden Soil[D].Nanjing: Nanjing Agricultural University, 2014: 10-11.
[30] 王鹏, 侯振安, 冶军, 等.磷和不同价态硒对小麦硒吸收转运的影响[J].新疆农业学报, 2018, 55(1):33-43. http://d.old.wanfangdata.com.cn/Periodical/xjnykx201801006
Wang P, Hou Z A, Ye J, et al.Effects of phosphorus and different valence selenium on the absorption and transport of selenium in wheat[J].Xinjiang Agricultural Sciences, 2018, 55(1):33-43. http://d.old.wanfangdata.com.cn/Periodical/xjnykx201801006
[31] 谭见安.中华人民共和国地方病与环境图集[M].北京:科学出版社, 1989.
Tan J A.Atlas of Endemic Diseases and Environment of the People's Republic of China[M].Beijing:Science Press, 1989.
[32] 李金峰, 聂兆君, 赵鹏, 等.土壤-植物系统中硒营养的研究进展[J].南方农业学报, 2016, 47(5):649-656. doi: 10.3969/j:issn.2095-1191.2016.05.649
Li J F, Nie Z J, Zhao P, et al.Research progress on selenium nutrition in the soil-plant system[J].Journal of Southern Agriculture, 2016, 47(5):649-656. doi: 10.3969/j:issn.2095-1191.2016.05.649
[33] 朱薇, 杨守祥, 刘庆.影响植物富硒因素的研究进展[J].山东农业大学学报(自然科学版), 2016, 47(4):636-640. doi: 10.3969/j.issn.1000-2324.2016.04.030
Zhu W, Yang S X, Liu Q.Advances of factors influencing selenium enrichment in plants[J].Journal of Shandong Agricultural University (Natural Science Edition), 2016, 47(4):636-640. doi: 10.3969/j.issn.1000-2324.2016.04.030
[34] 谭见安.地球环境与健康[M].北京:化学工业出版社, 2004.
Tan J A.Earth Environment and Health[M].Beijing:Chemical Industry Press, 2004.
[35] 夏卫平, 谭见安.中国一些岩类中硒的比较研究[J].环境科学学报, 1990, 10(2):125-131. http://www.cqvip.com/QK/91840X/199002/288472.html
Xia W P, Tan J A.A comparative study of selenium content in Chinese rocks[J].Acta Scientiae Circumstantiae, 1990, 10(2):125-131. http://www.cqvip.com/QK/91840X/199002/288472.html
[36] 廖启林, 任静华, 许伟伟, 等.江苏宜溧富硒稻米产区地质地球化学背景[J].中国地质, 2016, 43(5):1791-1802. http://d.old.wanfangdata.com.cn/Periodical/zgdizhi201605027
Liao Q L, Ren J H, Xu W W, et al.Geological and geochemical background of Se-rich rice production in Yili area, Jiangsu Province[J].Geology in China, 2016, 43(5):1791-1802. http://d.old.wanfangdata.com.cn/Periodical/zgdizhi201605027
[37] 刘晓波, 张华, 金立新, 等.四川省屏山县土壤硒地球化学特征及影响因素[J].环境化学, 2017, 36(10):2246-2252. doi: 10.7524/j.issn.0254-6108.2017022101
Liu X B, Zhang H, Jin L X, et al.Geochemical characteristics and influencing factors of soil selenium in Pingshan of Sichuan Province[J].Environmental Chemistry, 2017, 36(10):2246-2252. doi: 10.7524/j.issn.0254-6108.2017022101
[38] 田欢.典型富硒区岩石-土壤-植物中硒的赋存状态及环境行为研究[D].武汉: 中国地质大学, 2017: 30-31.
http://cdmd.cnki.com.cn/Article/CDMD-10491-1017740241.htm Tian H.The Occurrence State and Speciation of Selenium and Its Environmental Behaviors in Rock-Soil-Plant from Typical High-Se Areas[D].Wuhan: China University of Geosciences, 2017: 30-31.
[39] 余涛, 杨忠芳, 王锐, 等.恩施典型富硒区土壤硒与其他元素组合特征及来源分析[J].土壤, 2018, 50(6):1119-1125. http://d.old.wanfangdata.com.cn/Periodical/tr201806009
Yu T, Yang Z F, Wang R, et al.Characteristics and sources of soil selenium and other elements in typical high selenium soil area of Enshi[J].Soils, 2018, 50(6):1119-1125. http://d.old.wanfangdata.com.cn/Periodical/tr201806009
[40] 郭跃品, 傅杨荣, 何玉生, 等.琼北火山岩区农田土壤重金属和硒含量评价及来源研究[J].安全与环境学报, 2015, 15(1):330-334. http://d.old.wanfangdata.com.cn/Periodical/aqyhjxb201501070
Guo Y P, Fu Y R, He Y S, et al.Evaluation and source analysis of the heavy metals and selenium in the farmland soils of volcanic area, north of Hainan Island[J].Journal of Safety and Environment, 2015, 15(1):330-334. http://d.old.wanfangdata.com.cn/Periodical/aqyhjxb201501070
[41] 耿建梅, 王文斌, 温翠萍, 等.海南稻田土壤硒与重金属的含量、分布及其安全性[J].生态学报, 2012, 32(11):3477-3486. http://d.old.wanfangdata.com.cn/Periodical/stxb201211020
Geng J M, Wang W B, Wen C P, et al.Concentrations and distributions of selenium and heavy metals in Hainan paddy soil and assessment of ecological security[J].Acta Ecologica Sinica, 2012, 32(11):3477-3486. http://d.old.wanfangdata.com.cn/Periodical/stxb201211020
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