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Volumn 1, Issue , 2009, Pages 668-676

Research on soil moisture detection based on data fusion of near-infrared spectroscopy and machine vision

Author keywords

BP neural network; Machine vision; Near infrared; Soil moisture

Indexed keywords

BP NEURAL NETWORKS; BROWN SOIL; CROSS VALIDATION; DIRECT IMPACT; FUSION TECHNOLOGY; HOME NETWORKS; HUBEI PROVINCE; IMAGE CHARACTERISTICS; IMAGE PARAMETERS; LOESS SOILS; MACHINE VISION; MICRO-CLIMATE; NEAR INFRARED; NEURAL NETWORK MODEL; PADDY SOILS; PREDICTION MODEL; SOIL MOISTURE ANALYSIS; SOIL SURFACES; SOIL WATER CONTENT; VALIDATION ANALYSIS; WATER SAMPLES; WATER SATURATED SOILS;

EID: 76549087963     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (1)

References (14)
  • 3
    • 33645938311 scopus 로고    scopus 로고
    • Real-Time Analysis of Soil Moisture, Soil Organic Matter, and Soil Total Nitrogen with NIR Spectra [J]
    • Sun Jianying, Le Minzan, Zheng Lihua, et al. Real-Time Analysis of Soil Moisture, Soil Organic Matter, and Soil Total Nitrogen with NIR Spectra [J] Spectroscopy and Spectral Analysis. 2006, 26(003): 426-429.
    • (2006) Spectroscopy and Spectral Analysis , vol.26 , Issue.3 , pp. 426-429
    • Sun Jianying, L.1    Zheng, M.L.2
  • 4
    • 0344119475 scopus 로고    scopus 로고
    • Evauating soil parameters with visible spectroscopy
    • Li Minzan.Evauating soil parameters with visible spectroscopy, Transactions of the CSAE, 2003, 19(5): 36-41.
    • (2003) Transactions of the CSAE , vol.19 , Issue.5 , pp. 36-41
    • Li, M.1
  • 5
    • 33745906539 scopus 로고    scopus 로고
    • Characterization of soil water content using measured visible and near infrared spectra [J]
    • Mouazen AM, Karoui R, De Baerdemaeker J et al. Characterization of soil water content using measured visible and near infrared spectra [J]. Soil Science Society of America Journal. 2006, 70(4): 1295-1302.
    • (2006) Soil Science Society of America Journal , vol.70 , Issue.4 , pp. 1295-1302
    • Mouazen, A.M.1    Karoui, R.2    De Baerdemaeker, J.3
  • 6
    • 70350420469 scopus 로고    scopus 로고
    • Primary results on on-line measurement of some selected soil properties using a VIS-NIR sensor [J]
    • Mouazen AM, Malaki MR, De Baerdemaeker J et al. Primary results on on-line measurement of some selected soil properties using a VIS-NIR sensor [J]. Soil Management for Sustainability. 2006, 38: 215-222.
    • (2006) Soil Management for Sustainability , vol.38 , pp. 215-222
    • Mouazen, A.M.1    Malaki, M.R.2    De Baerdemaeker, J.3
  • 7
    • 33947272026 scopus 로고    scopus 로고
    • Bao Yidan, He Yong, Fang Hui, et al.Spectral Characterization and N Content Prediction of Soil with Different Particle Size and Moisture Content [J].Spectroscopy and Spectral Analysis. 2007, 27(1): 62-65.
    • Bao Yidan, He Yong, Fang Hui, et al.Spectral Characterization and N Content Prediction of Soil with Different Particle Size and Moisture Content [J].Spectroscopy and Spectral Analysis. 2007, 27(1): 62-65.
  • 9
    • 84905548163 scopus 로고    scopus 로고
    • Zheng Lihua Li Mingzan, Sun Jianying et al. estimating soil moisture based on image processing technologies [J]. Applications of Digital Image Processing XXVIII. 2005, Proceedings of SPIE 5909: 548-555.
    • Zheng Lihua Li Mingzan, Sun Jianying et al. estimating soil moisture based on image processing technologies [J]. Applications of Digital Image Processing XXVIII. 2005, Proceedings of SPIE Volume (5909): 548-555.
  • 10
    • 36348997660 scopus 로고    scopus 로고
    • Methods for on-line measurement of soil moisture content based on image processing technique [J]
    • Zhang Rongbiao, He Jiaxiang, Wu Tao, et al. Methods for on-line measurement of soil moisture content based on image processing technique [J]. Transactions of the CSAE, 2007, 23(10):57-61
    • (2007) Transactions of the CSAE , vol.23 , Issue.10 , pp. 57-61
    • Zhang, R.1    He, J.2    Tao, W.3
  • 11
    • 35648985234 scopus 로고    scopus 로고
    • Estimating surface soil moisture from soil color using image analysis [J]
    • Persson M. Estimating surface soil moisture from soil color using image analysis [J]. Vadose Zone Journal. 2005, 4(4): 1119-1122.
    • (2005) Vadose Zone Journal , vol.4 , Issue.4 , pp. 1119-1122
    • Persson, M.1
  • 12
    • 42949111003 scopus 로고    scopus 로고
    • Chen Quansheng, Zhao Jiewen, Cai Jianrong, et al.Inspection of tea quality by using multi-sensor information fusion based on NIR spectroscopy and machine vision[J].Transactions of the CSAE,2008,24(3): 5-10
    • Chen Quansheng, Zhao Jiewen, Cai Jianrong, et al.Inspection of tea quality by using multi-sensor information fusion based on NIR spectroscopy and machine vision[J].Transactions of the CSAE,2008,24(3): 5-10
  • 13
    • 17944381422 scopus 로고    scopus 로고
    • Prospects of the application of multisensor information fusion techniques in agricultural engineering [J]
    • Li Xiaoyu, Wang Wei, Lei Tingwu, et al. Prospects of the application of multisensor information fusion techniques in agricultural engineering [J]. Transactions of the CSAE, 2003, 19(3): 10-13
    • (2003) Transactions of the CSAE , vol.19 , Issue.3 , pp. 10-13
    • Li, X.1    Wei, W.2    Lei, T.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.