Advance and Prospect of Spectroscopy Applied in Grassland Soil Inspection
SUN Yue-chun1,2,WANG Kun1*
1. Department of Grassland Science, Animal Science and Technology College, China Agricultural University, Beijing 100094, China 2. Heilongjiang August First Reclamation University, Daqing 163319, China
Abstract:Infrared spectroscopic measurement, especially near infrared spectroscopy, was widely used in grassland soil inspection. Recently, visible and ultraviolet diffuse reflectance spectroscopic techniques also were used in this field. Spectroscopy method is a rapid, timely, less expensive, non-destructive, straightforward analytic method. Furthermore, a single spectrum allows for simultaneous characterization of various soil properties and the techniques are adaptable for “on-the-go” field use. In the present paper, the authors reviewed the use of the techniques to inspect the water content, organic matter, nitrate content, available phosphorus, exchangeable potassium and soil texture classes of soil. The thermal infrared remote sensing assisted method for monitoring soil water content mainly includes thermal infrared method, thermal inertia method and temperature/vegetation index method. The content of organic material is strongly correlative with absorption features of soil spectrum in ultraviolet wave band (around 376, 795 nm), visible radiation wave band (around 616, 506 nm), and infrared wave band (around 724, 975 nm). Mid-infrared Fourier transform infrared attenuated total reflectance (FTIR-ATR) spectroscopy could be used to determine nitrate concentration in soil pastes. When visible (Vis) (400-700 nm), near infrared (NIR) (700-2 500 nm) and mid infrared (MIR) (2 500-25 000 nm) were used to predict a number of different soil properties, more accurate predictions were obtained using the MIR for available phosphorus and electrical conductivity and the NIR produced more accurate predictions for exchangeable Al and K. Vis-NIR-FDA (the factorial discriminant analysis) is an efficient technique to classify soil into three main groups, sandy (light soils), loamy (medium soils), and clayey (heavy soils), and the classification models could be used for an on-the-go measurement system of soil properties. A standard penetrometer cone was modified to collect near-infrared reflectance and estimate soil moisture, density, and clay content. Because the techology can get useful soil datum, it can effectively improve grassland management. Nowaday a question that needs to be answered is how to examine the belowground biomass by the technique, so the authors can base on the data to forecast the grass growth. It is also needed to to invent more portable and “on-the-go” field use spectroscopy apparatus.
[1] RONG Yu-ping, HAN Jian-guo, WANG Pei, et al(戎郁萍,韩建国,王 培, 等). Grassland of China(中国草地), 2001, 23(4): 47. [2] FAN Chun-mei, LIAO Chao-ying, LI Pei-yu, et al(范春梅,廖超英,李培玉,等). Scientia Agricultura Sinica(中国农业科学),2006, 39(7): 1501. [3] WANG Dong-bo,CHEN Li(王东波,陈 丽). Inner Mongolia Scientech and Economy(内蒙古科技与经济),2006, (05Ⅹ): 105. [4] Couillard A, Turgeon A J, Shenk J S, et al. Crop Science, 1997,37(5):1554. [5] WANG Jia-zhen(王加真). Grassland and Turf(草原与草坪),2005,(2): 15. [6] PENG Yu-kui(彭玉奎). Shaanxi Agricultural Science(陕西农业科学),2001,(3):25. [7] Shepherd K D, Palm C A, Gachengo C N,et al. Agronomy Journal, 2003, 95(5):1314. [8] Cohen M J, Dabral S, Graham W D,et al. Environmental Monitoring and Assessment, 2006. 116(1/3): 427. [9] LI Min-zhan(李民赞). Technology of Spectroscopy and Its Applications(光谱分析技术及其应用). Beijing: Science Press(北京: 科学出版社),2006. 2. [10] Mouazen A M, Baerdemaeker J de, Ramon H. Journal of Near Infrared Spectroscopy, 2006, 14(1):189. [11] Rossel R A V, Walvoort D J J, McBratney A B,et al. Geoderma, 2006, 131(1/2):59. [12] Pirie A, Balwant Singh, Kamrunnahar Islam. Australian Journal of Soil Research, 2005. 43(6):713. [13] HE Xu-sheng(何绪生). Chinese Journal of Soil Science(土壤通报),2004, 35(4):487. [14] HE Xu-sheng(何绪生). Review of China Agricultural Science and Technology(中国农业科技导报),2004, 6(4):71. [15] CAO Gan(曹 干). Guangdong Agricultural Science(广东农业科学),2004, (supplement): 26. [16] Shih S F, Harrison D S, Smajstrla A G, et al. Proceedings of Soil and Crop Science Society of Florida, 1991, 50: 158. [17] Shih S F, Jordan J D. Water Resources Bulletin, 1992, 28(4):713. [18] XUE Hui, NI Shao-xiang(薛 辉, 倪绍祥). Agricultural Research in the Arid Areas(干旱地区农业研究),2006,24(6):168. [19] PAN Shen-yuan,LU Guo-quan(潘沈元, 陆国权). China Agricultural Science(中国农业科学), 1994, 27(6): 87. [20] Bowers S A, Hanks J. Soil Science, 1965, 100: 130. [21] Dalal R C,Henry R J. Soil Science Society of America Journal,1986, 50: 120. [22] Bendor E,Banin A. Soil Science Society of America Journal, 1995, 59(2): 364. [23] PENG Yu-kui, ZHANG Jian-xin(彭玉奎, 张建新). Transaction of Soil(土壤学报),1998, 35(4): 554. [24] Chang Chengwen, Laird D A, Mausbach M J, et al. Soil Science Society of America Journal,2001,65: 480. [25] Bullock P R, Li X, Leonardi L. Canadian Journal of Soil Science, 2004, 84(3):333. [26] ZHANG Xiao-chao,WANG Yi-ming,FANG Xian-fa, et al(张小超, 王一鸣, 方宪法, 等). Transaction of Agricultural Mechanization Sciences(农业机械),2002, 33(6): 125. [27] Kumar P V, Ramakrishna Y S, Rao B V R,et al. Agricultural Water Management, 1999, 39(1):69. [28] SHA Jin-ming, CHEN Peng-cheng, CHEN Song-lin(沙晋明, 陈鹏程, 陈松林). Research of Soil and Water Conservation(水土保持研究),2003, 10(2): 21. [29] ZHU Yan, LI Ai-min, LI Chao, et al(朱 燕, 李爱民, 李 超, 等). Environmental Chemistry(环境化学), 2005, 24(3): 288. [30] LIANG Chong-shan, LIU Cong-qiang,DANG Zhi(梁重山, 刘丛强, 党 志). Soil(土壤), 2001, 33(3): 154. [31] Price R R, Hummel J W. American Society of Agricultural Engineers, 1994,(10): 18. [32] Arocena J M, Pawluk S, Dudas M J, et al. Canadian Journal of Soil Science, 1995, 75(3): 327. [33] WU Jing-gui, XI Shi-quan, JIANG Yan(吴景贵, 席时权, 姜 岩). Spectroscopy and Spectral Analysis(光谱学与光谱分析),1998,18(1):52. [34] YU Fei-jian, MIN Shun-geng, JU Xiao-tang, et al(于飞健, 闵顺耕, 巨晓棠, 等). Chinese Journal of Analysis Laboratory(分析试验室),2002, 21(3); 49. [35] Wagner B, Gutser R,Schmidhalter U. Food Security and Sustainability of Agro-Ecosystems. Mulden, USA: Blackwell Publishing House, 2001. 1. [36] Dick D P, Santos J H Z, Ferranti E M, et al. Revista Brasilera de Ciencia do Solo, 2003, 27(1):29. [37] LI Xue-wen, JIN Lan-shu, LI Tao(李学文, 金兰淑, 李 涛). Anhui Agri. Sci. Bull.(安徽农学通报),2006, 12(5): 61. [38] Linker R, Weiner M, Shmulevich I,et al. Biosystems Engineering, 2006,94(1):111. [39] Jahn B R, Linker R, Upadhyaya S K,et al. Biosystems Engineering, 2006,94(4):505. [40] Mouazen A M, Karoui R, Baerdemaeker J de,et al. Journal of Near Infrared Spectroscopy, 2005, 13(4):231. [41] Ahmad I S, Hummel J W, Sudduth K A,et al. Proceedings of the 5th International Coference on Precision Agriculture. Madison USA: American Society of Agronomy, 2001. 1. [42] Kamrunnahar Islam, Balwant Singh, McBratney A. Australian Journal of Soil Research, 2003,41(6), 1101. [43] Piccolo A, Conte P. Structure and Surface Reactions of Soil Particles,Chichester, UK: John Wiley and Sons Ltd., 1998. 2. [44] Welzel D L. Analytical Chemistry, 1983, 55(12): 1165A. [45] Daughtry C S T. Agronomy Journal,2003, 95(5):1314. [46] FU Xia-ping, YING Yi-bin, LIU Yan-de, et al(傅霞萍, 应义斌, 刘燕德,等). Spectrocopy and Spectral Analysis(光谱学与光谱分析),2006, 26(6):1038. [47] DONG Quan-min, ZHAO Xin-quan,MA Yu-shou(董全民, 赵新全, 马玉寿). Pratacultural Science(草业科学), 2005, 22(5): 65. [48] BAI Ke-yu, HAN Jian-guo, WANG Pei(白可喻, 韩建国, 王 培). Grassland of China(中国草地),2000, (2): 15. [49] YANG Zhi-ming, YANG Gang,JI Qing-wen(杨智明, 杨 刚, 纪庆文). Journal of Ningxia Agricultural College(宁夏农学院学报), 2004, 25(2): 99. [50] ZHU Kang, XU Yu-qing, ZHANG Guo-jin(朱 康, 徐玉清, 张国进). Infrared and Laser Engineering(红外与激光工程),2003, 32(5):448. [51] Daughtry C S T. Agronomy Journal, 2001, 93(1):125. [52] Stenberg B, Jensen L S, Nordkvist E,et al. Journal of Near Infrared Spectroscopy,2004, 12(5):331.