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Volumn , Issue , 2015, Pages 277-284

An Integrated System for Mapping Red Clover Ground Cover Using Unmanned Aerial Vehicles: A Case Study in Precision Agriculture

Author keywords

classification; ground cover; machine learning; precision agriculture; red clover; remote sensing

Indexed keywords

AGRICULTURAL ROBOTS; ANTENNAS; CLASSIFICATION (OF INFORMATION); INTEGRATED CONTROL; LEARNING SYSTEMS; MACHINE LEARNING; MAPPING; PRECISION AGRICULTURE; REMOTE SENSING; ROBOTS; UNMANNED AERIAL VEHICLES (UAV);

EID: 84943168267     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CRV.2015.43     Document Type: Conference Paper
Times cited : (11)

References (16)
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    • Hunt, E.R.1    Cavigelli, M.2    Daughtry, C.S.T.3    McMurtrey, J.E.4    Walthall, C.L.5
  • 3
    • 49549111126 scopus 로고    scopus 로고
    • Soil organic carbon prediction by hyperspectral remote sensing and field vis-NIR spectroscopy: An Australian case study
    • C. Gomez, R. a. Viscarra Rossel, and A. B. McBratney, "Soil organic carbon prediction by hyperspectral remote sensing and field vis-NIR spectroscopy: An Australian case study," Geoderma, vol. 146, pp. 403-411, 2008.
    • (2008) Geoderma , vol.146 , pp. 403-411
    • Gomez, C.1    Viscarra Rossel, R.A.2    McBratney, A.B.3
  • 5
    • 84879983274 scopus 로고    scopus 로고
    • Broad-scale cruciferous weed patch classification in winter wheat using QuickBird imagery for in-season site-specific control
    • A. I. de Castro, F. López-Granados, and M. Jurado-Expósito, "Broad-scale cruciferous weed patch classification in winter wheat using QuickBird imagery for in-season site-specific control," Precision Agriculture, vol. 14, pp. 392-413, 2013.
    • (2013) Precision Agriculture , vol.14 , pp. 392-413
    • De Castro, A.I.1    López-Granados, F.2    Jurado-Expósito, M.3
  • 6
    • 84902191436 scopus 로고    scopus 로고
    • Evaluation of pixel-and objectbased approaches for mapping wild oat (Avena sterilis) weed patches in wheat fields using QuickBird imagery for site-specific management
    • I. L. Castillejo-González, J. M. Peña Barragán, M. Jurado-Expósito, F. J. Mesas-Carrascosa, and F. López-Granados, "Evaluation of pixel-and objectbased approaches for mapping wild oat (Avena sterilis) weed patches in wheat fields using QuickBird imagery for site-specific management," European Journal of Agronomy, vol. 59, pp. 57-66, 2014.
    • (2014) European Journal of Agronomy , vol.59 , pp. 57-66
    • Castillejo-González, I.L.1    Peña Barragán, J.M.2    Jurado-Expósito, M.3    Mesas-Carrascosa, F.J.4    López-Granados, F.5
  • 7
    • 84886395973 scopus 로고    scopus 로고
    • Improving Resilience of Northern Field Crop Systems Using Inter-Seeded Red Clover: A Review
    • A. Gaudin, S. Westra, C. Loucks, K. Janovicek, R. Martin, and W. Deen, "Improving Resilience of Northern Field Crop Systems Using Inter-Seeded Red Clover: A Review," Agronomy, vol. 3, pp. 148-180, 2013.
    • (2013) Agronomy , vol.3 , pp. 148-180
    • Gaudin, A.1    Westra, S.2    Loucks, C.3    Janovicek, K.4    Martin, R.5    Deen, W.6
  • 10
    • 84874777322 scopus 로고    scopus 로고
    • Remote distinction of a noxious weed (Musk Thistle: Carduus Nutans) using airborne hyperspectral imagery and the support vector machine classifier
    • M. Mirik, R. J. Ansley, K. Steddom, D. C. Jones, C. M. Rush, G. J. Michels, and N. C. Elliott, "Remote distinction of a noxious weed (Musk Thistle: Carduus Nutans) using airborne hyperspectral imagery and the support vector machine classifier," Remote Sensing, vol. 5, pp. 612-630, 2013.
    • (2013) Remote Sensing , vol.5 , pp. 612-630
    • Mirik, M.1    Ansley, R.J.2    Steddom, K.3    Jones, D.C.4    Rush, C.M.5    Michels, G.J.6    Elliott, N.C.7
  • 12
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    • A comparison of satellite hyperspectral and multispectral remote sensing imagery for improved classification and mapping of vegetation
    • M. Govender, K. Chetty, V. Naiken, and H. Bulcock, "A comparison of satellite hyperspectral and multispectral remote sensing imagery for improved classification and mapping of vegetation," Water SA, vol. 34, no. 2, pp. 147-154, 2008.
    • (2008) Water SA , vol.34 , Issue.2 , pp. 147-154
    • Govender, M.1    Chetty, K.2    Naiken, V.3    Bulcock, H.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.