메뉴 건너뛰기




Volumn 71, Issue , 2015, Pages 30-38

A GIS plug-in for Bayesian belief networks: Towards a transparent software framework to assess and visualise uncertainties in ecosystem service mapping

Author keywords

BBN; Decision support; ES; Spatial modelling; Uncertainty analysis; Uncertainty maps

Indexed keywords

COMPLEX NETWORKS; COMPUTER PROGRAMMING; DECISION SUPPORT SYSTEMS; DECISION THEORY; ECOLOGY; ECOSYSTEMS; EINSTEINIUM; MAPPING; UNCERTAINTY ANALYSIS;

EID: 84931269452     PISSN: 13648152     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.envsoft.2015.05.002     Document Type: Article
Times cited : (48)

References (44)
  • 1
    • 79955912425 scopus 로고    scopus 로고
    • Environmental modelling & software hybrid Bayesian network classifiers: application to species distribution models
    • Aguilera P.A., Fernández A., Reche F., Rumí R. Environmental modelling & software hybrid Bayesian network classifiers: application to species distribution models. Environ. Model. Softw. 2010, 25(12):1630-1639.
    • (2010) Environ. Model. Softw. , vol.25 , Issue.12 , pp. 1630-1639
    • Aguilera, P.A.1    Fernández, A.2    Reche, F.3    Rumí, R.4
  • 3
    • 84860279254 scopus 로고    scopus 로고
    • Mapping ecosystem service supply, demand and budgets
    • Burkhard B., Kroll F., Nedkov S., Müller F. Mapping ecosystem service supply, demand and budgets. Ecol. Indic. 2012, 21:17-29.
    • (2012) Ecol. Indic. , vol.21 , pp. 17-29
    • Burkhard, B.1    Kroll, F.2    Nedkov, S.3    Müller, F.4
  • 4
    • 0030619127 scopus 로고    scopus 로고
    • Evaluating the uncertainty of area estimates derived from fuzzy land cover classification
    • Canters F. Evaluating the uncertainty of area estimates derived from fuzzy land cover classification. Photogramm. Eng. Remote Sens. 1997, 63(4):403-414.
    • (1997) Photogramm. Eng. Remote Sens. , vol.63 , Issue.4 , pp. 403-414
    • Canters, F.1
  • 5
    • 84861920466 scopus 로고    scopus 로고
    • Good practice in Bayesian network modelling
    • Chen S.H., Pollino C.A. Good practice in Bayesian network modelling. Environ. Model. Softw. 2012, 37:134-145.
    • (2012) Environ. Model. Softw. , vol.37 , pp. 134-145
    • Chen, S.H.1    Pollino, C.A.2
  • 8
    • 33750472678 scopus 로고    scopus 로고
    • Spatially explicit avalanche risk assessment linking Bayesian networks to a GIS
    • Grêt-Regamey A., Straub D. Spatially explicit avalanche risk assessment linking Bayesian networks to a GIS. Nat. Hazards Earth Syst. Sci. 2006, 6:911-926.
    • (2006) Nat. Hazards Earth Syst. Sci. , vol.6 , pp. 911-926
    • Grêt-Regamey, A.1    Straub, D.2
  • 9
    • 80053604343 scopus 로고    scopus 로고
    • Exploring ecosystem service issues across diverse knowledge domains using Bayesian belief networks
    • Haines-Young R. Exploring ecosystem service issues across diverse knowledge domains using Bayesian belief networks. Prog. Phys. Geogr. 2011, 35(5):681-699.
    • (2011) Prog. Phys. Geogr. , vol.35 , Issue.5 , pp. 681-699
    • Haines-Young, R.1
  • 10
    • 33646019551 scopus 로고    scopus 로고
    • Spatial scales, stakeholders and the valuation of ecosystem services
    • Hein L., Van Koppen K., De Groot R.S., Van Ierland E.C. Spatial scales, stakeholders and the valuation of ecosystem services. Ecol. Econ. 2006, 57(2):209-228.
    • (2006) Ecol. Econ. , vol.57 , Issue.2 , pp. 209-228
    • Hein, L.1    Van Koppen, K.2    De Groot, R.S.3    Van Ierland, E.C.4
  • 11
    • 84881664015 scopus 로고    scopus 로고
    • Uncertainties in landscape analysis and ecosystem service assessment
    • Hou Y., Burkhard B., Müller F. Uncertainties in landscape analysis and ecosystem service assessment. J.Environ. Manag. 2013, 127:S117-S131.
    • (2013) J.Environ. Manag. , vol.127 , pp. S117-S131
    • Hou, Y.1    Burkhard, B.2    Müller, F.3
  • 12
    • 77954750658 scopus 로고    scopus 로고
    • Bayesian networks and adaptive management of wildlife habitat
    • Howes A.L., Maron M., McAlpine C.A. Bayesian networks and adaptive management of wildlife habitat. Conserv. Biol. 2010, 24(4):974-983.
    • (2010) Conserv. Biol. , vol.24 , Issue.4 , pp. 974-983
    • Howes, A.L.1    Maron, M.2    McAlpine, C.A.3
  • 13
    • 0023523236 scopus 로고
    • Graphical communication of uncertain quantities to nontechnical people
    • Ibbrek H., Morgan M.G. Graphical communication of uncertain quantities to nontechnical people. Risk Anal. 1987, 7(4):519-529.
    • (1987) Risk Anal. , vol.7 , Issue.4 , pp. 519-529
    • Ibbrek, H.1    Morgan, M.G.2
  • 15
    • 0030982828 scopus 로고    scopus 로고
    • Construction of a Bayesian network for mammographic diagnosis of breast cancer
    • Kahn C.E., Roberts L.M., Shaffer K.A., Haddawy P. Construction of a Bayesian network for mammographic diagnosis of breast cancer. Comput. Biol. Med. 1997, 27(1):19-29.
    • (1997) Comput. Biol. Med. , vol.27 , Issue.1 , pp. 19-29
    • Kahn, C.E.1    Roberts, L.M.2    Shaffer, K.A.3    Haddawy, P.4
  • 16
    • 84859390281 scopus 로고    scopus 로고
    • Thematic uncertainty visualization usability-comparison of basic methods
    • Kubíček P., Šašinka Č. Thematic uncertainty visualization usability-comparison of basic methods. Ann. GIS 2011, 17(4):253-263.
    • (2011) Ann. GIS , vol.17 , Issue.4 , pp. 253-263
    • Kubíček, P.1    Šašinka, Č.2
  • 18
    • 84903905416 scopus 로고    scopus 로고
    • An ecosystem service approach to support integrated pond management: a case study using Bayesian belief networks - Highlighting opportunities and risks
    • Landuyt D., Lemmens P., D'Hondt R., Broekx S., Liekens I., De Bie T., Declerck S.A.J., De Meester L., Goethals P.L.M. An ecosystem service approach to support integrated pond management: a case study using Bayesian belief networks - Highlighting opportunities and risks. J.Environ. Manag. 2014, 145:79-87.
    • (2014) J.Environ. Manag. , vol.145 , pp. 79-87
    • Landuyt, D.1    Lemmens, P.2    D'Hondt, R.3    Broekx, S.4    Liekens, I.5    De Bie, T.6    Declerck, S.A.J.7    De Meester, L.8    Goethals, P.L.M.9
  • 19
    • 0035499647 scopus 로고    scopus 로고
    • Evaluating the effects of ecosystem management alternatives on elk, mule deer, and white-tailed deer in the interior Columbia River basin, USA
    • Lehmkuhl J.F., Kie J.G., Bender L.C., Servheen G., Nyberg H. Evaluating the effects of ecosystem management alternatives on elk, mule deer, and white-tailed deer in the interior Columbia River basin, USA. For. Ecol. Manag. 2001, 153(1-3):89-104.
    • (2001) For. Ecol. Manag. , vol.153 , Issue.1-3 , pp. 89-104
    • Lehmkuhl, J.F.1    Kie, J.G.2    Bender, L.C.3    Servheen, G.4    Nyberg, H.5
  • 20
    • 84901494416 scopus 로고    scopus 로고
    • Spatially-explicit integrated uncertainty and sensitivity analysis of criteria weights in multicriteria land suitability evaluation
    • Ligmann-Zielinska A., Jankowski P. Spatially-explicit integrated uncertainty and sensitivity analysis of criteria weights in multicriteria land suitability evaluation. Environ. Model. Softw. 2014, 57:235-247.
    • (2014) Environ. Model. Softw. , vol.57 , pp. 235-247
    • Ligmann-Zielinska, A.1    Jankowski, P.2
  • 21
    • 77957756063 scopus 로고    scopus 로고
    • Adaptive modelling for adaptive water quality management in the Great Barrier Reef region, Australia
    • Lynam T., Drewry J., Higham W., Mitchell C. Adaptive modelling for adaptive water quality management in the Great Barrier Reef region, Australia. Environ. Model. Softw. 2010, 25(11):1291-1301.
    • (2010) Environ. Model. Softw. , vol.25 , Issue.11 , pp. 1291-1301
    • Lynam, T.1    Drewry, J.2    Higham, W.3    Mitchell, C.4
  • 23
    • 84869414777 scopus 로고    scopus 로고
    • A Review of Contemporary Methods for the Presentation of Scientific Uncertainty
    • Makinson K.A., Hamby D.M., Edwards J.A. A Review of Contemporary Methods for the Presentation of Scientific Uncertainty. Health Physics 2012, 103(6):714-731.
    • (2012) Health Physics , vol.103 , Issue.6 , pp. 714-731
    • Makinson, K.A.1    Hamby, D.M.2    Edwards, J.A.3
  • 24
    • 34249894163 scopus 로고    scopus 로고
    • Guidelines for developing and updating Bayesian belief networks applied to ecological modeling and conservation
    • Marcot B.G., Steventon J.D., Sutherland G.D., McCann R.K. Guidelines for developing and updating Bayesian belief networks applied to ecological modeling and conservation. Can. J. For. Res. 2006, 36(12):3063-3074.
    • (2006) Can. J. For. Res. , vol.36 , Issue.12 , pp. 3063-3074
    • Marcot, B.G.1    Steventon, J.D.2    Sutherland, G.D.3    McCann, R.K.4
  • 26
    • 84871505440 scopus 로고    scopus 로고
    • The use of geographic information systems to map and assess ecosystem services
    • Nemec K.T., Raudsepp-Hearne C. The use of geographic information systems to map and assess ecosystem services. Biodivers. Conserv. 2013, 22(1):1-15.
    • (2013) Biodivers. Conserv. , vol.22 , Issue.1 , pp. 1-15
    • Nemec, K.T.1    Raudsepp-Hearne, C.2
  • 27
    • 0742332704 scopus 로고    scopus 로고
    • Norsys Software Corporation, Vancouver, BC, Canada
    • Norsys Software Corporation Netica Application User's Guide 1998, Norsys Software Corporation, Vancouver, BC, Canada.
    • (1998) Netica Application User's Guide
  • 29
    • 33748940926 scopus 로고    scopus 로고
    • Using satellite imagery for stormwater pollution management with Bayesian networks
    • Park M.H., Stenstrom M.K. Using satellite imagery for stormwater pollution management with Bayesian networks. Water Res. 2006, 40(18):3429-3438.
    • (2006) Water Res. , vol.40 , Issue.18 , pp. 3429-3438
    • Park, M.H.1    Stenstrom, M.K.2
  • 30
    • 84866091725 scopus 로고    scopus 로고
    • Aproposed validation framework for expert elicited Bayesian networks
    • Pitchforth J., Mengersen K. Aproposed validation framework for expert elicited Bayesian networks. Expert Syst. Appl. 2013, 40(1):162-167.
    • (2013) Expert Syst. Appl. , vol.40 , Issue.1 , pp. 162-167
    • Pitchforth, J.1    Mengersen, K.2
  • 32
    • 0035499667 scopus 로고    scopus 로고
    • Status and trends of habitats of terrestrial vertebrates in relation to land management in the interior Columbia River basin
    • Raphael M.G., Wisdom M.J., Rowland M.M., Holthausen R.S., Wales B.C., Marcot B.G., Rich T.D. Status and trends of habitats of terrestrial vertebrates in relation to land management in the interior Columbia River basin. For. Ecol. Manag. 2001, 153(1-3):63-87.
    • (2001) For. Ecol. Manag. , vol.153 , Issue.1-3 , pp. 63-87
    • Raphael, M.G.1    Wisdom, M.J.2    Rowland, M.M.3    Holthausen, R.S.4    Wales, B.C.5    Marcot, B.G.6    Rich, T.D.7
  • 33
    • 0035500174 scopus 로고    scopus 로고
    • Evaluation of potential effects of federal land management alternatives on trends of salmonids and their habitats in the interior Columbia River basin
    • Rieman B., Peterson J.T., Clayton J., Howell P., Thurow R., Thompson W., Lee D. Evaluation of potential effects of federal land management alternatives on trends of salmonids and their habitats in the interior Columbia River basin. For. Ecol. Manag. 2001, 153(1-3):43-62.
    • (2001) For. Ecol. Manag. , vol.153 , Issue.1-3 , pp. 43-62
    • Rieman, B.1    Peterson, J.T.2    Clayton, J.3    Howell, P.4    Thurow, R.5    Thompson, W.6    Lee, D.7
  • 35
    • 79955950443 scopus 로고    scopus 로고
    • Aquantitative review of ecosystem service studies: approaches, shortcomings and the road ahead
    • Seppelt R., Dormann C.F., Eppink F.V., Lautenbach S., Schmidt S. Aquantitative review of ecosystem service studies: approaches, shortcomings and the road ahead. J.Appl. Ecol. 2011, 48(3):630-636.
    • (2011) J.Appl. Ecol. , vol.48 , Issue.3 , pp. 630-636
    • Seppelt, R.1    Dormann, C.F.2    Eppink, F.V.3    Lautenbach, S.4    Schmidt, S.5
  • 36
    • 34548534919 scopus 로고    scopus 로고
    • Using a Bayesian belief network to predict suitable habitat of an endangered mammal-The Julia Creek dunnart (Sminthopsis douglasi)
    • Smith C.S., Howes A.L., Price B., McAlpine C.A. Using a Bayesian belief network to predict suitable habitat of an endangered mammal-The Julia Creek dunnart (Sminthopsis douglasi). Biol. Conserv. 2007, 139(3-4):333-347.
    • (2007) Biol. Conserv. , vol.139 , Issue.3-4 , pp. 333-347
    • Smith, C.S.1    Howes, A.L.2    Price, B.3    McAlpine, C.A.4
  • 37
    • 80052630269 scopus 로고    scopus 로고
    • Visualizing uncertainty about the future
    • Spiegelhalter D., Pearson M., Short I. Visualizing uncertainty about the future. Science 2011, 333:1393-1401.
    • (2011) Science , vol.333 , pp. 1393-1401
    • Spiegelhalter, D.1    Pearson, M.2    Short, I.3
  • 38
    • 0031896928 scopus 로고    scopus 로고
    • Application of a Bayesian network in a GIS based decision making system
    • Stassopoulou A., Petrou M., Kittler J. Application of a Bayesian network in a GIS based decision making system. Int. J. Geogr. Inf. Sci. 1998, 12(1):23-46.
    • (1998) Int. J. Geogr. Inf. Sci. , vol.12 , Issue.1 , pp. 23-46
    • Stassopoulou, A.1    Petrou, M.2    Kittler, J.3
  • 39
    • 84860264458 scopus 로고    scopus 로고
    • Spatial indicators for the assessment of ecosystem services: providing, benefiting and connecting areas and landscape metrics
    • Syrbe R.-U., Walz U. Spatial indicators for the assessment of ecosystem services: providing, benefiting and connecting areas and landscape metrics. Ecol. Indic. 2012, 21:80-88.
    • (2012) Ecol. Indic. , vol.21 , pp. 80-88
    • Syrbe, R.-U.1    Walz, U.2
  • 40
    • 84908611602 scopus 로고    scopus 로고
    • An overview of methods to evaluate uncertainty of deterministic models in decision support
    • Uusitalo L., Lehikoinen A., Helle I., Myrberg K. An overview of methods to evaluate uncertainty of deterministic models in decision support. Environ. Model. Softw. 2015, 63:24-31.
    • (2015) Environ. Model. Softw. , vol.63 , pp. 24-31
    • Uusitalo, L.1    Lehikoinen, A.2    Helle, I.3    Myrberg, K.4
  • 42
    • 84924940079 scopus 로고    scopus 로고
    • Evaluation of the accuracy of land-use based ecosystem service assessments for different thematic resolutions
    • Van der Biest K., Vrebos D., Staes J., Boerema A., Bodí M.B., Fransen E., Meire P. Evaluation of the accuracy of land-use based ecosystem service assessments for different thematic resolutions. J.Environ. Manag. 2015, 156:41-51.
    • (2015) J.Environ. Manag. , vol.156 , pp. 41-51
    • Van der Biest, K.1    Vrebos, D.2    Staes, J.3    Boerema, A.4    Bodí, M.B.5    Fransen, E.6    Meire, P.7


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.