메뉴 건너뛰기




Volumn 39, Issue 11, 2012, Pages 10038-10048

A multi-objective neural network based method for cover crop identification from remote sensed data

Author keywords

Cruciferous; Grass weed; Multi classification; Multi objective evolutionary; Multispectral; Neural networks; Olive orchard; Remote sensing data

Indexed keywords

CRUCIFEROUS; GRASS WEED; MULTI OBJECTIVE; MULTI-CLASSIFICATION; MULTI-SPECTRAL; OLIVE ORCHARDS; REMOTE SENSING DATA;

EID: 84859435856     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2012.02.046     Document Type: Article
Times cited : (37)

References (67)
  • 1
    • 84944892396 scopus 로고    scopus 로고
    • A memetic Pareto evolutionary approach to artificial neural networks
    • M. Brooks, D. Corbet, M. Stumptner, Springer-Verlag
    • H.A. Abbass A memetic Pareto evolutionary approach to artificial neural networks M. Brooks, D. Corbet, M. Stumptner, AI2001, LNAI 2256 2001 Springer-Verlag 1 12
    • (2001) AI2001, LNAI 2256 , pp. 1-12
    • Abbass, H.A.1
  • 2
    • 0036275180 scopus 로고    scopus 로고
    • An evolutionary artificial neural networks approach for breast cancer diagnosis
    • H. Abbass An evolutionary artificial neural networks approach for breast cancer diagnosis Artificial Intelligence in Medicine 25 3 2002 265 281
    • (2002) Artificial Intelligence in Medicine , vol.25 , Issue.3 , pp. 265-281
    • Abbass, H.1
  • 3
    • 0141542628 scopus 로고    scopus 로고
    • Speeding up backpropagation using multiobjective evolutionary algorithms
    • H. Abbass Speeding up backpropagation using multiobjective evolutionary algorithms Neural Computation 15 2003 2705 2726
    • (2003) Neural Computation , vol.15 , pp. 2705-2726
    • Abbass, H.1
  • 4
    • 0034876065 scopus 로고    scopus 로고
    • PDE: A Pareto-frontier differential evolution approach for multi-objective optimization problems
    • Seoul, South Korea, 2001
    • Abbass, H.A., Sarker, R., Newton, C. (2001). PDE: a Pareto-frontier differential evolution approach for multi-objective optimization problems. In: Proceedings of the 2001 Congress on Evolutionary Computation, Vol. 2, Seoul, South Korea, 2001.
    • (2001) Proceedings of the 2001 Congress on Evolutionary Computation , vol.2
    • Abbass, H.A.1    Sarker, R.2    Newton, C.3
  • 5
    • 70449561045 scopus 로고    scopus 로고
    • Brassica species as winter cover crops in sustainable agricultural systems in southern spain
    • C. Alcántara, S. Sánchez, A. Pujadas, and M. Saavedra Brassica species as winter cover crops in sustainable agricultural systems in southern spain Journal of Sustainable Agriculture 33 6 2009 619 635
    • (2009) Journal of Sustainable Agriculture , vol.33 , Issue.6 , pp. 619-635
    • Alcántara, C.1    Sánchez, S.2    Pujadas, A.3    Saavedra, M.4
  • 8
    • 28744454290 scopus 로고    scopus 로고
    • Site-specific weed management: Sensing requirements - What do we need to see?
    • R.B. Brown, and S.D. Noble Site-specific weed management: sensing requirements - what do we need to see? Weed Science 53 2 2005 252 258
    • (2005) Weed Science , vol.53 , Issue.2 , pp. 252-258
    • Brown, R.B.1    Noble, S.D.2
  • 9
    • 0028165838 scopus 로고
    • Remote sensing for identification of weeds in no-till corn
    • R.B. Brown, J.-P.G.A. Stecklert, and G.W. Anderson Remote sensing for identification of weeds in no-till corn Trans. ASAE 37 1 1994 297 302
    • (1994) Trans. ASAE , vol.37 , Issue.1 , pp. 297-302
    • Brown, R.B.1    Stecklert, J.-P.G.A.2    Anderson, G.W.3
  • 10
    • 38149077311 scopus 로고    scopus 로고
    • Effects of different olive-grove management systems on the organic carbon and nitrogen content of the soil in jaén (spain)
    • J. Castro, E. Fernández-Ondoo, C. Rodríguez, A. Lallena, M. Sierra, and J. Aguilar Effects of different olive-grove management systems on the organic carbon and nitrogen content of the soil in jaén (spain) Soil and Tillage Research 98 1 2008 56 67
    • (2008) Soil and Tillage Research , vol.98 , Issue.1 , pp. 56-67
    • Castro, J.1    Fernández-Ondoo, E.2    Rodríguez, C.3    Lallena, A.4    Sierra, M.5    Aguilar, J.6
  • 14
    • 72449163927 scopus 로고    scopus 로고
    • From pixel to vine parcel: A complete methodology for vineyard delineation and characterization using remote-sensing data
    • C. Delenne, S. Durrieu, G. Rabatel, and M. Deshayes From pixel to vine parcel: A complete methodology for vineyard delineation and characterization using remote-sensing data Computers and Electronics in Agriculture 70 1 2010 78 83
    • (2010) Computers and Electronics in Agriculture , vol.70 , Issue.1 , pp. 78-83
    • Delenne, C.1    Durrieu, S.2    Rabatel, G.3    Deshayes, M.4
  • 15
    • 84859428096 scopus 로고    scopus 로고
    • On support for rural development from the European Agricultural Guidance and Guarantee Fund (EAGGF) and amending in repealing certain regulations
    • EU Council Regulation 1257
    • EU Council Regulation 1257, On support for rural development from the European Agricultural Guidance and Guarantee Fund (EAGGF) and amending in repealing certain regulations. Official J. Eur. Communities, Brussels 160 (1999).
    • (1999) Official J. Eur. Communities, Brussels , vol.160
  • 16
    • 84859435606 scopus 로고    scopus 로고
    • Establishing common rules for direct support schemes under the common agricultural policy
    • EU Council Regulation 1259
    • EU Council Regulation 1259, Establishing common rules for direct support schemes under the common agricultural policy. Official J. Eur. Communities, Brussels 160 (1999).
    • (1999) Official J. Eur. Communities, Brussels , vol.160
  • 20
    • 70350633267 scopus 로고    scopus 로고
    • Memetic Pareto differential evolution for designing artificial neural networks in multiclassification problems using cross-entropy versus sensitivity
    • Springer Berlin/ Heidelberg
    • Fernández, J.C., Hervás, C., Martínez, F.J., Gutiérrez, P.A., Cruz, M. (2009). Memetic Pareto differential evolution for designing artificial neural networks in multiclassification problems using cross-entropy versus sensitivity. In Hybrid artificial intelligence systems, vol. 5572 (pp. 433-441). Springer Berlin/ Heidelberg.
    • (2009) Hybrid Artificial Intelligence Systems , vol.5572 , pp. 433-441
    • Fernández, J.C.1
  • 21
    • 79958018912 scopus 로고    scopus 로고
    • Determination of relative agrarian technical efficiency by a dynamic over-sampling procedure guided by minimum sensitivity
    • F. Fernández-Navarro, C. Hervás-Martínez, C. García-Alonso, and M. Torres-Jimenez Determination of relative agrarian technical efficiency by a dynamic over-sampling procedure guided by minimum sensitivity Expert Systems with Applications 38 10 2011 12483 12490
    • (2011) Expert Systems with Applications , vol.38 , Issue.10 , pp. 12483-12490
    • Fernández-Navarro, F.1    Hervás-Martínez, C.2    García-Alonso, C.3    Torres-Jimenez, M.4
  • 24
    • 14844354102 scopus 로고    scopus 로고
    • Identification of optical spectral signatures for detecting cheat and ryegrass in winter wheat
    • K. Girma, J. Mosali, W. Raun, K. Freeman, K. Martin, and J. Solie Identification of optical spectral signatures for detecting cheat and ryegrass in winter wheat Crop Sci 45 2005 477 485
    • (2005) Crop Sci , vol.45 , pp. 477-485
    • Girma, K.1    Mosali, J.2    Raun, W.3    Freeman, K.4    Martin, K.5    Solie, J.6
  • 25
    • 56349140112 scopus 로고    scopus 로고
    • Expert system for pests, diseases and weeds identification in olive crops
    • J. González-Andújar Expert system for pests, diseases and weeds identification in olive crops Expert Systems with Applications 36 2 PART 2 2009 3278 3283
    • (2009) Expert Systems with Applications , vol.36 , Issue.2 PART 2 , pp. 3278-3283
    • González-Andújar, J.1
  • 30
    • 22144448610 scopus 로고    scopus 로고
    • Effects of different management practices on soil conservation and soil water in a rainfed olive orchard
    • A. Hernández, C. Lacasta, and J.J. Pastor Effects of different management practices on soil conservation and soil water in a rainfed olive orchard Agricultural Water management 77 2005 232 248
    • (2005) Agricultural Water Management , vol.77 , pp. 232-248
    • Hernández, A.1    Lacasta, C.2    Pastor, J.J.3
  • 32
    • 0029518215 scopus 로고
    • Soil erosion and desertification monitoring in mediterranean ecosystems
    • J. Hill, J. Mégier, W. Mehl, and Land degradation soil erosion and desertification monitoring in mediterranean ecosystems Remote Sensing Reviews 12 1 1995 107 130
    • (1995) Remote Sensing Reviews , vol.12 , Issue.1 , pp. 107-130
    • Hill, J.1    Mégier, J.2    Mehl, W.3    Degradation, L.4
  • 34
    • 0037238922 scopus 로고    scopus 로고
    • Empirical evaluation of the improved rprop learning algorithms
    • C. Igel, and M. Hüsken Empirical evaluation of the improved rprop learning algorithms Neurocomputing 50 6 2003 105 123
    • (2003) Neurocomputing , vol.50 , Issue.6 , pp. 105-123
    • Igel, C.1    Hüsken, M.2
  • 35
    • 0037312458 scopus 로고    scopus 로고
    • Differential evolution training algorithm for feed-forward neural networks
    • J. Ilonen, J. Kamarainen, and J. Lampinen Differential evolution training algorithm for feed-forward neural networks Neural Processing Letters 17 2003 93 105
    • (2003) Neural Processing Letters , vol.17 , pp. 93-105
    • Ilonen, J.1    Kamarainen, J.2    Lampinen, J.3
  • 37
    • 0242493539 scopus 로고    scopus 로고
    • Discrimination of weed seedlings, wheat (triticum aestivum) stubble and sunflower (helianthus annuus) by near-infrared reflectance spectroscopy (nirs)
    • M. Jurado-Expósito, F. López-Granados, S. Atenciano, L. García-Torres, and J.L. González-Andújar Discrimination of weed seedlings, wheat (triticum aestivum) stubble and sunflower (helianthus annuus) by near-infrared reflectance spectroscopy (nirs) Crop Protection 22 10 2003 1177 1180
    • (2003) Crop Protection , vol.22 , Issue.10 , pp. 1177-1180
    • Jurado-Expósito, M.1    López-Granados, F.2    Atenciano, S.3    García-Torres, L.4    González-Andújar, J.L.5
  • 38
    • 3342897624 scopus 로고    scopus 로고
    • Discrimination of sunflower, weed and soil by artificial neural networks
    • I. KavdIr Discrimination of sunflower, weed and soil by artificial neural networks Computers and Electronics in Agriculture 44 2 2004 153 160
    • (2004) Computers and Electronics in Agriculture , vol.44 , Issue.2 , pp. 153-160
    • Kavdir, I.1
  • 39
    • 0003560947 scopus 로고
    • Stanford University Press London, UK Ch. Essays in Honor of Harold Hotelling
    • H. Levene Contributions to Probability and Statistics 1960 Stanford University Press London, UK Ch. Essays in Honor of Harold Hotelling
    • (1960) Contributions to Probability and Statistics
    • Levene, H.1
  • 42
    • 84859429895 scopus 로고    scopus 로고
    • MAPA, Spanish Ministry of Agriculture, Fishery and Food
    • MAPA, Spanish Ministry of Agriculture, Fishery and Food (2007). URL ww.mapa.es/es/estadistica/pags/anuario/introduccion.htm.
    • (2007)
  • 43
    • 55749111868 scopus 로고    scopus 로고
    • Evolutionary learning by a sensitivity-accuracy approach for multi-class problems
    • IEEE Press, Hong Kong, China
    • Martínez-Estudillo, F. J., Gutiérrez, P. A., Hervás-Martínez, C., & Fernández, J. C., (2008). Evolutionary learning by a sensitivity-accuracy approach for multi-class problems, in: Proceedings of the 2008 IEEE Congress on Evolutionary Computation (CEC'08), IEEE Press, Hong Kong, China, pp. 1581-1588.
    • (2008) Proceedings of the 2008 IEEE Congress on Evolutionary Computation (CEC'08) , pp. 1581-1588
    • Martínez-Estudillo, F.J.1
  • 45
    • 0003824194 scopus 로고
    • Basics of Applied Statistics John Wiley & Sons London, UK
    • R.G. Miller Beyond ANOVA Basics of Applied Statistics 1986 John Wiley & Sons London, UK
    • (1986) Beyond ANOVA
    • Miller, R.G.1
  • 46
    • 33749240206 scopus 로고    scopus 로고
    • Multi-class pattern classification using neural networks
    • G.B. Ou, and Y.L. Murphey Multi-class pattern classification using neural networks Pattern Recognition 40 1 2007 4 18
    • (2007) Pattern Recognition , vol.40 , Issue.1 , pp. 4-18
    • Ou, G.B.1    Murphey, Y.L.2
  • 47
    • 67349088428 scopus 로고    scopus 로고
    • Distinguishing blueberry bushes from mixed vegetation land use using high resolution satellite imagery and geospatial techniques
    • S. Panda, G. Hoogenboom, and J. Paz Distinguishing blueberry bushes from mixed vegetation land use using high resolution satellite imagery and geospatial techniques Computers and Electronics in Agriculture 67 2009 51 58
    • (2009) Computers and Electronics in Agriculture , vol.67 , pp. 51-58
    • Panda, S.1    Hoogenboom, G.2    Paz, J.3
  • 50
    • 33947365499 scopus 로고    scopus 로고
    • Mapping Ridolfia segetum moris patches in sunflower (Helianthus annuus L.) crop using remote sensing
    • J.M. Peña-Barragán, F. López-Granados, M. Jurado-Expósito, and L. García-Torres Mapping Ridolfia segetum moris patches in sunflower (Helianthus annuus L.) crop using remote sensing Weed Research 47 2 2007 164 172
    • (2007) Weed Research , vol.47 , Issue.2 , pp. 164-172
    • Peña-Barragán, J.M.1    López-Granados, F.2    Jurado-Expósito, M.3    García-Torres, L.4
  • 54
    • 0033667903 scopus 로고    scopus 로고
    • Carbon sequestration in soils: Some cautions amidst optimism
    • W.H. Schlesinger Carbon sequestration in soils: some cautions amidst optimism Agriculture, Ecosystems & Environment 82 1-3 2000 121 127
    • (2000) Agriculture, Ecosystems & Environment , vol.82 , Issue.13 , pp. 121-127
    • Schlesinger, W.H.1
  • 55
    • 0037466369 scopus 로고    scopus 로고
    • Spectral discrimination of vegetation types in a coastal wetland
    • K. Schmidt, and A. Skidmore Spectral discrimination of vegetation types in a coastal wetland Remote Sensing of Environment 85 17 2003 92 108
    • (2003) Remote Sensing of Environment , vol.85 , Issue.17 , pp. 92-108
    • Schmidt, K.1    Skidmore, A.2
  • 57
    • 2342644217 scopus 로고    scopus 로고
    • Optimal classification methods for mapping agricultural tillage practices
    • S. South, J. Qi, and D.P. Lusch Optimal classification methods for mapping agricultural tillage practices Remote Sensing of Environment 91 1 2004 90 97
    • (2004) Remote Sensing of Environment , vol.91 , Issue.1 , pp. 90-97
    • South, S.1    Qi, J.2    Lusch, D.P.3
  • 58
    • 84859421920 scopus 로고    scopus 로고
    • Spanish Royal Decree 4, Establecimiento de un régimen de ayudas a la utilización de métodos de producción agraria compatibles con el medio ambiente. Ministerio de Agricultura, Pesca y Alimentación, Madrid, BOE 12 (2001)
    • Spanish Royal Decree 4, Establecimiento de un régimen de ayudas a la utilización de métodos de producción agraria compatibles con el medio ambiente. Ministerio de Agricultura, Pesca y Alimentación, Madrid, BOE 12 (2001).
  • 59
    • 0142000477 scopus 로고    scopus 로고
    • Differential evolution. A fast and efficient heuristic for global optimization over continuous spaces
    • R. Storn, and K. Price Differential evolution. a fast and efficient heuristic for global optimization over continuous spaces Journal of Global Optimization 11 1997 341 359
    • (1997) Journal of Global Optimization , vol.11 , pp. 341-359
    • Storn, R.1    Price, K.2
  • 61
    • 7744240785 scopus 로고    scopus 로고
    • A review on remote sensing of weeds in agriculture
    • K.R. Thorp, and L.F. Tian A review on remote sensing of weeds in agriculture Precision Agriculture 5 5 2005 477 508
    • (2005) Precision Agriculture , vol.5 , Issue.5 , pp. 477-508
    • Thorp, K.R.1    Tian, L.F.2
  • 64
    • 0031143030 scopus 로고    scopus 로고
    • A new evolutionary system for evolving artificial neural networks
    • X. Yao, and Y. Liu A new evolutionary system for evolving artificial neural networks IEEE Transactions on Neural Networks 8 3 1997 694 713
    • (1997) IEEE Transactions on Neural Networks , vol.8 , Issue.3 , pp. 694-713
    • Yao, X.1    Liu, Y.2
  • 65
    • 34548792762 scopus 로고    scopus 로고
    • Pareto evolution and co-evolution in cognitive game ai syntesis
    • Y. Yau, J. Teo, and P. Anthony Pareto evolution and co-evolution in cognitive game ai syntesis Lecture Notes in Computer Sciences 4403 2007 227 241
    • (2007) Lecture Notes in Computer Sciences , vol.4403 , pp. 227-241
    • Yau, Y.1    Teo, J.2    Anthony, P.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.