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Volumn 40, Issue , 2013, Pages 226-234

A self-adapting fuzzy inference system for the evaluation of agricultural land

Author keywords

Agricultural land evaluation; Cross validation; Fuzzy inference system; Genetic algorithm; Self adapting

Indexed keywords

AGRICULTURAL LAND; CROSS VALIDATION; CROSSOVER AND MUTATION; EVALUATION CRITERIA; EVALUATION CRITERIA SYSTEMS; EXPERT KNOWLEDGE; FUZZY INFERENCE MODEL; FUZZY INFERENCE SYSTEMS; FUZZY LINGUISTICS; FUZZY LOGIC MODELING; INFERENCE RULES; ITS EVALUATION; LAND EVALUATION; MULTI-CRITERIA EVALUATION; OPTIMIZED EVALUATION; OVERFITTING; SELF ADAPTING; SELF-ADAPTING SYSTEMS; SELF-LEARNING; STUDY AREAS; TRAINING SETS;

EID: 84871813519     PISSN: 13648152     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.envsoft.2012.09.013     Document Type: Article
Times cited : (47)

References (40)
  • 1
    • 0343183315 scopus 로고    scopus 로고
    • GIS-based fuzzy membership model for crop-land suitability analysis
    • Ahamed T.R.N., Rao K.G., Murthy J.S.R. GIS-based fuzzy membership model for crop-land suitability analysis. Agricultural Systems 2000, 63(2):75-95.
    • (2000) Agricultural Systems , vol.63 , Issue.2 , pp. 75-95
    • Ahamed, T.R.N.1    Rao, K.G.2    Murthy, J.S.R.3
  • 2
    • 55749107413 scopus 로고    scopus 로고
    • Fuzzy logic and genetic algorithm application for multi criteria land valorization in spatial planning
    • Springer-Verlag, Berlin, Heidelberg, D. Plemenos, G. Miaoulis (Eds.)
    • Avdagic Z., Karabegovic A., Ponjavic M. Fuzzy logic and genetic algorithm application for multi criteria land valorization in spatial planning. Artificial Intelligence Techniques for Computer Graphics 2008, 175-198. Springer-Verlag, Berlin, Heidelberg. D. Plemenos, G. Miaoulis (Eds.).
    • (2008) Artificial Intelligence Techniques for Computer Graphics , pp. 175-198
    • Avdagic, Z.1    Karabegovic, A.2    Ponjavic, M.3
  • 3
    • 2442434754 scopus 로고    scopus 로고
    • Land evaluation for maize based on fuzzy set and interpolation
    • Braimoh A.K., Vlek P.L.G., Stein A. Land evaluation for maize based on fuzzy set and interpolation. Environmental Management 2004, 33(2):226-238.
    • (2004) Environmental Management , vol.33 , Issue.2 , pp. 226-238
    • Braimoh, A.K.1    Vlek, P.L.G.2    Stein, A.3
  • 4
    • 0024823719 scopus 로고
    • Fuzzy mathematical methods for soil survey and land evaluation
    • Burrough P.A. Fuzzy mathematical methods for soil survey and land evaluation. Journal of Soil Sciences 1989, 40:477-492.
    • (1989) Journal of Soil Sciences , vol.40 , pp. 477-492
    • Burrough, P.A.1
  • 5
    • 0027039850 scopus 로고
    • Fuzzy classification methods for determining land suitability from soil profile observation and topography
    • Burrough R.A., Macrnillan R.A., Van Deusen W. Fuzzy classification methods for determining land suitability from soil profile observation and topography. Journal of Soil Sciences 1992, 43:193-210.
    • (1992) Journal of Soil Sciences , vol.43 , pp. 193-210
    • Burrough, R.A.1    Macrnillan, R.A.2    Van Deusen, W.3
  • 6
    • 0030617024 scopus 로고    scopus 로고
    • Continuous classification in soil survey: spatial correlation, confusion and boundaries
    • Burrough P.A., van Gaans P.F.M., Hootsmans R. Continuous classification in soil survey: spatial correlation, confusion and boundaries. Geoderma 1997, 77:115-135.
    • (1997) Geoderma , vol.77 , pp. 115-135
    • Burrough, P.A.1    van Gaans, P.F.M.2    Hootsmans, R.3
  • 7
    • 0037376544 scopus 로고    scopus 로고
    • Evaluating biophysical variables to identify suitable areas for oat in Central Mexico: a multi-criteria and GIS approach
    • Ceballos-Silva A., Lopez-Blanco J. Evaluating biophysical variables to identify suitable areas for oat in Central Mexico: a multi-criteria and GIS approach. Agriculture Ecosystems & Environment 2003, 95(1):371-377.
    • (2003) Agriculture Ecosystems & Environment , vol.95 , Issue.1 , pp. 371-377
    • Ceballos-Silva, A.1    Lopez-Blanco, J.2
  • 8
    • 0023483988 scopus 로고
    • Fuzzy reasoning: a new quantitative aid for land evaluation
    • Chang L., Burrough P.A. Fuzzy reasoning: a new quantitative aid for land evaluation. Soil Survey and Land Evaluation 1987, 7:69-80.
    • (1987) Soil Survey and Land Evaluation , vol.7 , pp. 69-80
    • Chang, L.1    Burrough, P.A.2
  • 9
    • 84862191936 scopus 로고    scopus 로고
    • Evaluation of potential irrigation expansion using a spatial fuzzy multi-criteria decision framework
    • Chen Y., Paydar Z. Evaluation of potential irrigation expansion using a spatial fuzzy multi-criteria decision framework. Environmental Modelling & Software 2012, 38:147-157.
    • (2012) Environmental Modelling & Software , vol.38 , pp. 147-157
    • Chen, Y.1    Paydar, Z.2
  • 10
    • 77952932856 scopus 로고    scopus 로고
    • To retire or expand? A fuzzy GIS-based spatial multi-criteria evaluation framework for irrigated agriculture
    • Chen Y., Khan S., Paydar Z. To retire or expand? A fuzzy GIS-based spatial multi-criteria evaluation framework for irrigated agriculture. Irrigation and Drainage 2010, 59(2):174-188.
    • (2010) Irrigation and Drainage , vol.59 , Issue.2 , pp. 174-188
    • Chen, Y.1    Khan, S.2    Paydar, Z.3
  • 11
    • 79951746070 scopus 로고    scopus 로고
    • Land suitability for short rotation coppices assessed through fuzzy membership functions
    • Patterns and Processes in Forest Landscapes: Multiple Use and Sustainable Management
    • Corona, P., Salvati, R., Barbati, A., Chirici, G., 2008. Land suitability for short rotation coppices assessed through fuzzy membership functions. In: Patterns and Processes in Forest Landscapes: Multiple Use and Sustainable Management, pp. 191-211.
    • (2008) , pp. 191-211
    • Corona, P.1    Salvati, R.2    Barbati, A.3    Chirici, G.4
  • 14
    • 77955306077 scopus 로고    scopus 로고
    • European Commission-ISPC
    • European Commission-ISPC SIMLAB 2.2 Reference Manual 2008, http://simlab.jrc.ec.europa.eu/docs/index.htm.
    • (2008) SIMLAB 2.2 Reference Manual
  • 15
  • 17
    • 2442422718 scopus 로고    scopus 로고
    • Evaluation of Potential Indicators for Soil Quality in Savanna Soils in Northern Ghana
    • Ph.D. thesis, Georg-August University, Gottingen.
    • Fugger, W.-D., 1999. Evaluation of Potential Indicators for Soil Quality in Savanna Soils in Northern Ghana. Ph.D. thesis, Georg-August University, Gottingen.
    • (1999)
    • Fugger, W.-D.1
  • 18
    • 46549085841 scopus 로고    scopus 로고
    • Prediction ability and sensitivity of artificial intelligence-based habitat preference models for predicting spatial distribution of Japanese medaka (Oryzias latipes)
    • Fukuda S., Hiramatsu K. Prediction ability and sensitivity of artificial intelligence-based habitat preference models for predicting spatial distribution of Japanese medaka (Oryzias latipes). Ecological Modelling 2008, 215:301-313.
    • (2008) Ecological Modelling , vol.215 , pp. 301-313
    • Fukuda, S.1    Hiramatsu, K.2
  • 19
    • 79953024365 scopus 로고    scopus 로고
    • Effect of model formulation on the optimization of a genetic Takagi-Sugeno fuzzy system for fish habitat suitability evaluation
    • Fukuda S., De Baets B., Mouton A.M., Waegeman W., Nakajima J., Mukai T., Hiramatsu K., Onikura N. Effect of model formulation on the optimization of a genetic Takagi-Sugeno fuzzy system for fish habitat suitability evaluation. Ecological Modelling 2011, 222:1401-1413.
    • (2011) Ecological Modelling , vol.222 , pp. 1401-1413
    • Fukuda, S.1    De Baets, B.2    Mouton, A.M.3    Waegeman, W.4    Nakajima, J.5    Mukai, T.6    Hiramatsu, K.7    Onikura, N.8
  • 20
    • 84861125629 scopus 로고    scopus 로고
    • A fuzzy GIS-based system to integrate local and technical knowledge in soil salinity monitoring
    • Giordano R., Liersch S. A fuzzy GIS-based system to integrate local and technical knowledge in soil salinity monitoring. Environmental Modelling & Software 2012, 36:49-63.
    • (2012) Environmental Modelling & Software , vol.36 , pp. 49-63
    • Giordano, R.1    Liersch, S.2
  • 22
    • 50149096917 scopus 로고    scopus 로고
    • Genetic fuzzy systems: taxonomy, current research trends and prospects
    • Herrera F. Genetic fuzzy systems: taxonomy, current research trends and prospects. Evolutionary Intelligence 2008, 1:27-46.
    • (2008) Evolutionary Intelligence , vol.1 , pp. 27-46
    • Herrera, F.1
  • 23
    • 60649092664 scopus 로고    scopus 로고
    • Land Evaluation Models Based on Computational Intelligence
    • Ph.D. thesis, Wuhan University, China (in Chinese).
    • Jiao, L.M., 2006. Land Evaluation Models Based on Computational Intelligence. Ph.D. thesis, Wuhan University, China (in Chinese).
    • (2006)
    • Jiao, L.M.1
  • 24
    • 34547487366 scopus 로고    scopus 로고
    • The model of land suitability evaluation based on computational intelligence
    • Jiao Limin, Liu Yaolin The model of land suitability evaluation based on computational intelligence. Geo-spatial Information Science 2007, 10(2):151-156.
    • (2007) Geo-spatial Information Science , vol.10 , Issue.2 , pp. 151-156
    • Jiao, L.1    Liu, Y.2
  • 25
    • 43249112272 scopus 로고    scopus 로고
    • Fuzzy-logic modeling of land suitability for hybrid poplar across the Prairie Provinces of Canada
    • Joss B.N., Hall R.J., Sidders D.M., Keddy T.J. Fuzzy-logic modeling of land suitability for hybrid poplar across the Prairie Provinces of Canada. Environmental Monitoring and Assessment 2008, 141(1-3):79-96.
    • (2008) Environmental Monitoring and Assessment , vol.141 , Issue.1-3 , pp. 79-96
    • Joss, B.N.1    Hall, R.J.2    Sidders, D.M.3    Keddy, T.J.4
  • 26
    • 54249127782 scopus 로고    scopus 로고
    • Evaluation of agricultural land suitability: application of fuzzy indicators
    • Computational Science and Its Applications - ICCSA 2008, Pt 1, Proceedings 5072
    • Kurtener, D., Torbert, H.A., Krueger, E., 2008. Evaluation of agricultural land suitability: application of fuzzy indicators. In: Computational Science and Its Applications - ICCSA 2008, Pt 1, Proceedings 5072, pp. 475-490.
    • (2008) , pp. 475-490
    • Kurtener, D.1    Torbert, H.A.2    Krueger, E.3
  • 28
    • 0030616390 scopus 로고    scopus 로고
    • Application of fuzzy sets in soil science: fuzzy logic, fuzzy measurement and fuzzy decisions
    • McBratney A.B., Odeh I.O.A. Application of fuzzy sets in soil science: fuzzy logic, fuzzy measurement and fuzzy decisions. Geoderma 1997, 77:85-113.
    • (1997) Geoderma , vol.77 , pp. 85-113
    • McBratney, A.B.1    Odeh, I.O.A.2
  • 29
    • 77956459828 scopus 로고    scopus 로고
    • Ministry of Land and Resources, China Ministry of Land and Resources, China, (in Chinese)
    • Ministry of Land and Resources, China Regulations for Classification on Agricultural Land Beijing 2003, Ministry of Land and Resources, China, (in Chinese).
    • (2003) Regulations for Classification on Agricultural Land Beijing
  • 32
    • 76749088419 scopus 로고    scopus 로고
    • Landslide susceptibility assessment and factor effect analysis: backpropagation artificial neural networks and their comparison with frequency ratio and bivariate logistic regression modeling
    • Pradhan B., Lee S. Landslide susceptibility assessment and factor effect analysis: backpropagation artificial neural networks and their comparison with frequency ratio and bivariate logistic regression modeling. Environmental Modelling & Software 2010, 25:747-759.
    • (2010) Environmental Modelling & Software , vol.25 , pp. 747-759
    • Pradhan, B.1    Lee, S.2
  • 33
    • 65549084493 scopus 로고    scopus 로고
    • A GIS-integrated fuzzy rule-based inference system for land suitability evaluation in agricultural watersheds
    • Reshmidevi T.V., Eldho T.I., Janna R. A GIS-integrated fuzzy rule-based inference system for land suitability evaluation in agricultural watersheds. Agricultural Systems 2009, 101(1-2):101-109.
    • (2009) Agricultural Systems , vol.101 , Issue.1-2 , pp. 101-109
    • Reshmidevi, T.V.1    Eldho, T.I.2    Janna, R.3
  • 34
    • 0000895370 scopus 로고    scopus 로고
    • The Delphi technique as a forecasting tool: issues and analysis
    • Rowe G., Wright G. The Delphi technique as a forecasting tool: issues and analysis. International Journal of Forecasting 1999, 15(4):353-375.
    • (1999) International Journal of Forecasting , vol.15 , Issue.4 , pp. 353-375
    • Rowe, G.1    Wright, G.2
  • 36
    • 0027061609 scopus 로고
    • Testing of fuzzy set theory in land suitability assessment for rainfed grain maize production
    • Tang H.J., Van Ranst E. Testing of fuzzy set theory in land suitability assessment for rainfed grain maize production. Pedologie 1992, 42:129-147.
    • (1992) Pedologie , vol.42 , pp. 129-147
    • Tang, H.J.1    Van Ranst, E.2
  • 37
    • 0026351023 scopus 로고
    • Land suitability classification based on fuzzy set theory
    • Tang H.J., Debavye J., Van Ranst E. Land suitability classification based on fuzzy set theory. Pedologie 1991, 41:277-290.
    • (1991) Pedologie , vol.41 , pp. 277-290
    • Tang, H.J.1    Debavye, J.2    Van Ranst, E.3
  • 38
    • 84855491690 scopus 로고    scopus 로고
    • A new method for semi-automatic fuzzy training and its application in environmental modeling
    • Wieland R., Mirschel W., Groth K., Pechenick A., Fukuda K. A new method for semi-automatic fuzzy training and its application in environmental modeling. Environmental Modelling & Software 2011, 26(12):1568-1573.
    • (2011) Environmental Modelling & Software , vol.26 , Issue.12 , pp. 1568-1573
    • Wieland, R.1    Mirschel, W.2    Groth, K.3    Pechenick, A.4    Fukuda, K.5
  • 40
    • 19544363782 scopus 로고    scopus 로고
    • A quantitative evaluation system of soil productivity for intensive agriculture in China
    • Zhang B., Zhang Y., Chen D., White R.E., Lu Y. A quantitative evaluation system of soil productivity for intensive agriculture in China. Geoderma 2004, 123(3-4):319-331.
    • (2004) Geoderma , vol.123 , Issue.3-4 , pp. 319-331
    • Zhang, B.1    Zhang, Y.2    Chen, D.3    White, R.E.4    Lu, Y.5


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