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Volumn 8, Issue 3, 2012, Pages 491-502

Fully connected bayesian belief networks: A modeling procedure with a case study of the ganges river basin

Author keywords

Bayesian belief networks; Development; Environment; Probabilistic models; River basin management

Indexed keywords

ARTICLE; BAYES THEOREM; ENVIRONMENTAL ASPECTS AND RELATED PHENOMENA; ENVIRONMENTAL PROTECTION; INDIA; METHODOLOGY; RIVER; THEORETICAL MODEL;

EID: 84868281806     PISSN: 15513793     EISSN: None     Source Type: Journal    
DOI: 10.1002/ieam.222     Document Type: Article
Times cited : (12)

References (53)
  • 3
    • 84868278135 scopus 로고    scopus 로고
    • A Bayesian network model for integrative river rehabilitation planning and management
    • Borsuk M, Schweizer S, Reichert P. 2012. A Bayesian network model for integrative river rehabilitation planning and management. Integr Environ Assess Manag 8:462-472.
    • (2012) Integr. Environ. Assess. Manag. , vol.8 , pp. 462-472
    • Borsuk, M.1    Schweizer, S.2    Reichert, P.3
  • 4
    • 14944366263 scopus 로고    scopus 로고
    • Bayesians, frequentists, and scientists
    • Efron B. 2005. Bayesians, frequentists, and scientists. J Am Stat Assoc 100:1-5.
    • (2005) J. Am Stat. Assoc. , vol.100 , pp. 1-5
    • Efron, B.1
  • 5
    • 11144345269 scopus 로고    scopus 로고
    • [GWP] Global Water Partnership. Stockholm, Sweden: Global Water Partnership Secretariat
    • [GWP] Global Water Partnership. 2000. IWRM at a glance: Technical Advisory Committee. Stockholm, Sweden: Global Water Partnership Secretariat.
    • (2000) IWRM at a glance: Technical Advisory Committee
  • 7
    • 0022805646 scopus 로고
    • Decision aiding dangers: The law of the hammer and other maxims
    • Hopple GW. 1986. Decision aiding dangers: The law of the hammer and other maxims. IEEE Trans Syst Man Cybern 16:948-964.
    • (1986) IEEE Trans. Syst. Man. Cybern. , vol.16 , pp. 948-964
    • Hopple, G.W.1
  • 9
    • 0000221696 scopus 로고
    • Bayesian reasoning in science
    • Howson C, Urbach P. 1991. Bayesian reasoning in science. Nature 350:371-374.
    • (1991) Nature , vol.350 , pp. 371-374
    • Howson, C.1    Urbach, P.2
  • 10
    • 85023496315 scopus 로고
    • Experiences with MAUD: Aiding decision structuring versus bootstrapping the decision maker
    • Humphreys PC, McFadden W. 1980. Experiences with MAUD: Aiding decision structuring versus bootstrapping the decision maker. Acta Psychol 45:51-69.
    • (1980) Acta Psychol. , vol.45 , pp. 51-69
    • Humphreys, P.C.1    Mcfadden, W.2
  • 11
    • 84868296326 scopus 로고    scopus 로고
    • Integrating Bayesian networks and geographic information systems: Good practice examples
    • Johnson S, Low Choy S, Mengersen K. 2012. Integrating Bayesian networks and geographic information systems: Good practice examples. Integr Environ Assess Manag 8:473-479.
    • (2012) Integr. Environ. Assess. Manag. , vol.8 , pp. 473-479
    • Johnson, S.1    Low Choy, S.2    Mengersen, K.3
  • 14
    • 3142514315 scopus 로고    scopus 로고
    • Uncertainties of climatic change impacts in Finnish watersheds: A Bayesian network analysis of expert knowledge
    • Kuikka S, Varis O. 1997. Uncertainties of climatic change impacts in Finnish watersheds: A Bayesian network analysis of expert knowledge. Boreal Environ Res 2:109-128.
    • (1997) Boreal Environ. Res. , vol.2 , pp. 109-128
    • Kuikka, S.1    Varis, O.2
  • 15
    • 0001006209 scopus 로고
    • Local computations with probabilities on graphical structures and their application to expert systems
    • Lauritzen SL, Spiegelhalter DJ. 1988. Local computations with probabilities on graphical structures and their application to expert systems. J R Stat Soc Series B 50:157-224.
    • (1988) J. R. Stat. Soc. Series B. , vol.50 , pp. 157-224
    • Lauritzen, S.L.1    Spiegelhalter, D.J.2
  • 16
    • 0017491122 scopus 로고
    • An interactive program for conversational elicitation of decision structures
    • Leal A, Pearl J. 1977. An interactive program for conversational elicitation of decision structures. IEEE Trans Syst Man Cybern 7:368-376.
    • (1977) IEEE Trans. Syst. Man Cybern. , vol.7 , pp. 368-376
    • Leal, A.1    Pearl, J.2
  • 17
    • 33747474436 scopus 로고    scopus 로고
    • Calibrated Bayes: A Bayes/frequentist roadmap
    • Little RJ. 2006. Calibrated Bayes: A Bayes/frequentist roadmap. Am Stat 60:213-223.
    • (2006) Am Stat. , vol.60 , pp. 213-223
    • Little, R.J.1
  • 19
    • 34249904903 scopus 로고    scopus 로고
    • Bayesian belief networks: Applications in ecology and natural resource management
    • Mccann RK, Marcot BG, Ellis R. 2006. Bayesian belief networks: Applications in ecology and natural resource management. Can J For Res 36:3053-3062.
    • (2006) Can. J. For. Res. , vol.36 , pp. 3053-3062
    • Mccann, R.K.1    Marcot, B.G.2    Ellis, R.3
  • 20
    • 62249132926 scopus 로고    scopus 로고
    • Software for graphical models: A review
    • Murphy K. 2007. Software for graphical models: A review. Int Soc Bayesian Anal Bull 14:13-15.
    • (2007) Int. Soc. Bayesian Anal. Bull. , vol.14 , pp. 13-15
    • Murphy, K.1
  • 21
    • 84937651218 scopus 로고
    • A tutorial introduction to decision theory
    • North DW. 1968. A tutorial introduction to decision theory. IEEE Trans Syst Sci Cybern 4:200-210.
    • (1968) IEEE Trans. Syst. Sci. Cybern. , vol.4 , pp. 200-210
    • North, D.W.1
  • 22
    • 34249887900 scopus 로고    scopus 로고
    • Using Bayesian belief networks in adaptive management
    • Nyberg JB, Marcot BG, Sulyma R. 2006. Using Bayesian belief networks in adaptive management. Can J For Res 36:3104-3116.
    • (2006) Can. J. For. Res. , vol.36 , pp. 3104-3116
    • Nyberg, J.B.1    Marcot, B.G.2    Sulyma, R.3
  • 23
    • 38249042461 scopus 로고
    • On evidential reasoning in a hierarchy of hypotheses
    • Pearl J. 1986. On evidential reasoning in a hierarchy of hypotheses. Artif Intel 28: 9-15.
    • (1986) Artif. Intel. , vol.28 , pp. 9-15
    • Pearl, J.1
  • 25
    • 17044414576 scopus 로고    scopus 로고
    • The role of game management on wildlife populations-Uncertainty analysis of expert knowledge
    • Pellikka J, Kuikka S, Lindén H, Varis O. 2005. The role of game management on wildlife populations-Uncertainty analysis of expert knowledge. Eur J Wildl Res 51:48-59.
    • (2005) Eur. J. Wildl. Res. , vol.51 , pp. 48-59
    • Pellikka, J.1    Kuikka, S.2    Lindén, H.3    Varis, O.4
  • 26
    • 77149166644 scopus 로고    scopus 로고
    • Integrated Ganges basin management: Conflicts and hope for regional development
    • Rahaman MM. 2009a. Integrated Ganges basin management: Conflicts and hope for regional development. Water Policy 11:168-190.
    • (2009) Water Policy , vol.11 , pp. 168-190
    • Rahaman, M.M.1
  • 27
    • 59149103020 scopus 로고    scopus 로고
    • Principles of transboundary water resources management and Ganges treaties: an analysis
    • Rahaman MM. 2009b. Principles of transboundary water resources management and Ganges treaties: an analysis. Int J Water Res Dev 25:159-173.
    • (2009) Int. J. Water Res. Dev. , vol.25 , pp. 159-173
    • Rahaman, M.M.1
  • 28
    • 33947176528 scopus 로고    scopus 로고
    • Integrated water resources management: Evolution, prospects and future challenges
    • Rahaman MM, Varis O. 2005. Integrated water resources management: Evolution, prospects and future challenges. SSPP 1:15-21.
    • (2005) SSPP , vol.1 , pp. 15-21
    • Rahaman, M.M.1    Varis, O.2
  • 29
    • 64849103615 scopus 로고    scopus 로고
    • Integrated water management of the Brahmaputra basin: Perspectives and hope for regional development
    • Rahaman MM, Varis O. 2009. Integrated water management of the Brahmaputra basin: Perspectives and hope for regional development. Nat Resour Forum 33:60-75.
    • (2009) Nat. Resour. Forum. , vol.33 , pp. 60-75
    • Rahaman, M.M.1    Varis, O.2
  • 34
    • 0042157738 scopus 로고
    • Decisionmaking
    • Shafer G, Pearl J, editors. San Mateo (CA): Morgan Kaufmann
    • Shafer G. 1990. Decisionmaking. In: Shafer G, Pearl J, editors. Readings in uncertain reasoning. San Mateo (CA): Morgan Kaufmann. p 61-67.
    • (1990) Readings in uncertain reasoning , pp. 61-67
    • Shafer, G.1
  • 35
    • 0022818911 scopus 로고
    • Evaluating influence diagrams
    • Shachter RD. 1986. Evaluating influence diagrams. Oper Res 34:871-882.
    • (1986) Oper. Res. , vol.34 , pp. 871-882
    • Shachter, R.D.1
  • 36
    • 0024038570 scopus 로고
    • Probabilistic inference and influence diagrams
    • Shachter RD. 1988. Probabilistic inference and influence diagrams. Oper Res 36:589-604.
    • (1988) Oper. Res. , vol.36 , pp. 589-604
    • Shachter, R.D.1
  • 37
    • 0003614725 scopus 로고    scopus 로고
    • [UN] United Nations, A/55/L.2. New York (NY): United Nations
    • [UN] United Nations. 2000. United Nations Millennium Declaration, A/55/L.2. New York (NY): United Nations.
    • (2000) United Nations Millennium Declaration
  • 38
    • 1542406861 scopus 로고    scopus 로고
    • [UN] United Nations, [cited 2011 February 4]. Available from
    • [UN] United Nations. 2011. United Nations Millennium Development Goals. [cited 2011 February 4]. Available from: http://www.un.org/millenniumgoals
    • (2011) United Nations Millennium Development Goals
  • 39
    • 34247194406 scopus 로고    scopus 로고
    • [UNDP] United Nations Development Programme, New York (NY): UNDP
    • [UNDP] United Nations Development Programme. 2006. Human development report. New York (NY): UNDP.
    • (2006) Human development report
  • 40
    • 75649139683 scopus 로고    scopus 로고
    • [UNDP] United Nations Development Programme, New York (NY): UNDP
    • [UNDP] United Nations Development Programme. 2009. Human development report. New York (NY): UNDP.
    • (2009) Human development report
  • 41
    • 34047185270 scopus 로고    scopus 로고
    • Advantages and challenges of Bayesian networks in environmental modeling
    • Uusitalo L. 2007. Advantages and challenges of Bayesian networks in environmental modeling. Ecol Model 203:312-318.
    • (2007) Ecol. Model , vol.203 , pp. 312-318
    • Uusitalo, L.1
  • 42
    • 84868275963 scopus 로고    scopus 로고
    • Assessing the roles of environmental factors in coastal fish production in the northern Baltic Sea: A Bayesian network application
    • Uusitalo L, Bäck S, Söderkultalahti P, Kauppila P, Kuikka S. 2011. Assessing the roles of environmental factors in coastal fish production in the northern Baltic Sea: A Bayesian network application. Integr Environ Assess Manag 8:445-455.
    • (2011) Integr. Environ. Assess. Manag. , vol.8 , pp. 445-455
    • Uusitalo, L.1    Bäck, S.2    Söderkultalahti, P.3    Kauppila, P.4    Kuikka, S.5
  • 43
    • 0032071564 scopus 로고    scopus 로고
    • A belief network approach to optimization and parameter estimation: application to resource and environmental management
    • Varis O. 1998. A belief network approach to optimization and parameter estimation: application to resource and environmental management. Artif Intel 101:135-163.
    • (1998) Artif. Intel. , vol.101 , pp. 135-163
    • Varis, O.1
  • 44
    • 33745112833 scopus 로고    scopus 로고
    • Externalities of integrated water resources management in South and South-East Asia
    • Biswas AK, Varis O, Tortajada C, editors. India: Oxford Univ- India
    • Varis O. 2005. Externalities of integrated water resources management in South and South-East Asia. In: Biswas AK, Varis O, Tortajada C, editors. Integrated water resources management in South and South-East Asia. India: Oxford Univ- India. p 1-38.
    • (2005) Integrated water resources management in South and South-East Asia , pp. 1-38
    • Varis, O.1
  • 45
    • 0036605753 scopus 로고    scopus 로고
    • Water resources development in the lower Senegal River Basin: Conflicting interests, environmental concerns and policy options
    • Varis O, Fraboulet-Jussila S. 2002. Water resources development in the lower Senegal River Basin: Conflicting interests, environmental concerns and policy options. Int J Water Res Dev 18:245-260.
    • (2002) Int. J. Water Res. Dev. , vol.18 , pp. 245-260
    • Varis, O.1    Fraboulet-Jussila, S.2
  • 46
    • 33746428085 scopus 로고    scopus 로고
    • Policy analysis for the Tonle Sap Lake, Cambodia-a Bayesian network model approach
    • Varis O, Keskinen M. 2006. Policy analysis for the Tonle Sap Lake, Cambodia-a Bayesian network model approach. Int J Water Resour Dev 22:417-431.
    • (2006) Int. J. Water Resour. Dev. , vol.22 , pp. 417-431
    • Varis, O.1    Keskinen, M.2
  • 47
    • 0030832822 scopus 로고    scopus 로고
    • BeNe-EIA: A Bayesian approach to expert judgment elicitation with case studies on climatic change impacts on surface waters
    • Varis O, Kuikka S. 1997a. BeNe-EIA: A Bayesian approach to expert judgment elicitation with case studies on climatic change impacts on surface waters. Clim Change 37:539-563.
    • (1997) Clim. Change , vol.37 , pp. 539-563
    • Varis, O.1    Kuikka, S.2
  • 48
    • 0030660524 scopus 로고    scopus 로고
    • Joint use of multiple environmental assessment models by a Bayesian meta-model: The Baltic salmon case
    • Varis O, Kuikka S. 1997b. Joint use of multiple environmental assessment models by a Bayesian meta-model: The Baltic salmon case. Ecol Model 102:341-351.
    • (1997) Ecol. Model , vol.102 , pp. 341-351
    • Varis, O.1    Kuikka, S.2
  • 49
    • 0033565273 scopus 로고    scopus 로고
    • Learning Bayesian decision analysis by doing: Lessons from environmental and natural resources management
    • Varis O, Kuikka S. 1999. Learning Bayesian decision analysis by doing: Lessons from environmental and natural resources management. Ecol Model 119:177-195.
    • (1999) Ecol. Model , vol.119 , pp. 177-195
    • Varis, O.1    Kuikka, S.2
  • 50
    • 79960440187 scopus 로고    scopus 로고
    • Ten major rivers in Asia- Pacific: An assessment of vulnerability
    • Forthcoming
    • Varis O, Kummu M, Salmivaara A. Forthcoming 2011. Ten major rivers in Asia- Pacific: An assessment of vulnerability. Appl Geogr 32:441-454.
    • (2011) Appl. Geogr. , vol.32 , pp. 441-454
    • Varis, O.1    Kummu, M.2    Salmivaara, A.3
  • 51
    • 0036883447 scopus 로고    scopus 로고
    • Integrated water resources management along the Senegal River: Introducing an analytical framework
    • Varis O, Lahtela V. 2002. Integrated water resources management along the Senegal River: Introducing an analytical framework. Int J Water Resour Dev 18:501-521.
    • (2002) Int. J. Water Resour. Dev. , vol.18 , pp. 501-521
    • Varis, O.1    Lahtela, V.2


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