1960420788d185f42eb4e6ee5acd8008 Which_predictive_uncertainty_to_resolve.pdf caeec649594c5bf24dd4949ba967f979564d3eaf Which_predictive_uncertainty_to_resolve.pdf 1f353a8427da3c7a2118b88421bbc632043e01a4572f83701c259d190c05228b Which_predictive_uncertainty_to_resolve.pdf Title: Which predictive uncertainty to resolve? Value of information sensitivity analysis for environmental decision models Subject: Environmental Modelling and Software, 158 (2022) 105552. doi:10.1016/j.envsoft.2022.105552 Keywords: Sensitivity analysis,Multi-criteria decision analysis,Uncertainty,Agent-based modeling,Coral reef management Author: Fridolin Haag Creator: Elsevier Producer: Acrobat Distiller 8.1.0 (Windows) CreationDate: Wed Nov 2 17:07:11 2022 CET ModDate: Thu Nov 3 07:15:20 2022 CET Tagged: no UserProperties: no Suspects: no Form: none JavaScript: no Pages: 15 Encrypted: no Page size: 595.276 x 793.701 pts Page rot: 0 File size: 1849939 bytes Optimized: yes PDF version: 1.7 name type encoding emb sub uni object ID ------------------------------------ ----------------- ---------------- --- --- --- --------- BFJSTZ+CharisSIL-Italic Type 1 Builtin yes yes yes 1454 0 RKRHBN+t1-uni-regular Type 1 Builtin yes yes yes 1458 0 UWIWQZ+CharisSIL Type 1 Builtin yes yes yes 1462 0 XYRHRY+CharisSIL-Bold Type 1 Builtin yes yes yes 1466 0 PTDVAJ+STIXMath-Regular Type 1 Builtin yes yes yes 1470 0 MCWCHK+CharisSIL CID TrueType Identity-H yes yes yes 1445 0 VHVHWL+STIXMathSans-Regular Type 1 Builtin yes yes yes 994 0 XYDNQG+STIXMath-Italic Type 1 Builtin yes yes yes 998 0 ZVIXGW+STIXMath-BoldItalic Type 1 Builtin yes yes yes 1002 0 GUBYDC+CharisSIL-Italic CID TrueType Identity-H yes yes yes 987 0 VYLPDI+STIXMathCalligraphy-Regular Type 1 Builtin yes yes yes 1022 0 EGYFZO+STIXMathExtensions-Regular Type 1 Builtin yes yes yes 1026 0 XSBJNE+MSBM10 Type 1 Builtin yes yes yes 1030 0 ZPSXJX+STIXMathScript-Regular Type 1 Builtin yes yes yes 1034 0 HLJZLR+u-charis-symbol Type 1 Builtin yes yes yes 1038 0 FZQTND+SFRM0800 Type 1 Custom yes yes yes 1045 0 Jhove (Rel. 1.22.1, 2019-04-17) Date: 2022-12-22 02:24:08 CET RepresentationInformation: Which_predictive_uncertainty_to_resolve.pdf ReportingModule: PDF-hul, Rel. 1.12.1 (2019-04-17) LastModified: 2022-12-07 01:34:22 CET Size: 1849939 Format: PDF Version: 1.7 Status: Well-Formed and valid SignatureMatches: PDF-hul MIMEtype: application/pdf Profile: Linearized PDF PDFMetadata: Objects: 1783 FreeObjects: 1 IncrementalUpdates: 1 DocumentCatalog: PageLayout: SinglePage PageMode: UseOutlines Language: en-US Outlines: Item: Title: Which predictive uncertainty to resolve? Value of information sensitivity analysis for environmental decision models Children: Item: Title: Introduction Item: Title: Framework for analyzing value of information for decision models Children: Item: Title: Decision modeling Item: Title: Value of information sensitivity analysis Item: Title: The expected value of partially perfect information Item: Title: Given-data approach to estimating EVPPI and threshold sensitivity Item: Title: Implementation for a reef management problem Children: Item: Title: Case study description Children: Item: Title: Problem background Item: Title: Societal perspectives and objectives Item: Title: Management alternatives, attributes, and time scale Item: Title: Prediction of management consequences Children: Item: Title: Model of reef and fishery dynamics under management alternatives Item: Title: Obtaining of decision-relevant predictions Item: Title: Evaluation of management alternatives Children: Item: Title: Preference model structure and parameters Item: Title: Estimation of expected utility Item: Title: Sensitivity analysis using Value of Information Item: Title: Results Children: Item: Title: Predicted consequences of reef fishery management Item: Title: Optimal baseline choice under uncertainty Item: Title: Threshold view on decision sensitivity Item: Title: Results of the Value of Information analysis Item: Title: Discussion Children: Item: Title: Relevance of value of information analysis for the case study Item: Title: Evaluation and outlook of VoI framework Item: Title: Value of information analysis to support iterative environmental management Item: Title: Conclusions Item: Title: CRediT authorship contribution statement Item: Title: Declaration of Competing Interest Item: Title: Data and software availability Item: Title: Acknowledgments Item: Title: Appendix A. Supplementary data Item: Title: References Info: Title: Which predictive uncertainty to resolve? Value of information sensitivity analysis for environmental decision models Author: Fridolin Haag Subject: Environmental Modelling and Software, 158 (2022) 105552. doi:10.1016/j.envsoft.2022.105552 Keywords: Sensitivity analysis,Multi-criteria decision analysis,Uncertainty,Agent-based modeling,Coral reef management Creator: Elsevier Producer: Acrobat Distiller 8.1.0 (Windows) CreationDate: Wed Nov 02 17:07:11 CET 2022 ModDate: Thu Nov 03 07:15:20 CET 2022 ID: 0x44d52cc9c4df4d54bf8244b8d661c493, 0xfe2ce94ae2fe81ae9f2e5b7e42a49b4a Filters: FilterPipeline: FlateDecode Fonts: Type1: Font: BaseFont: VHVHWL+STIXMathSans-Regular FontSubset: true FirstChar: 153 LastChar: 153 FontDescriptor: FontName: VHVHWL+STIXMathSans-Regular Flags: Symbolic FontBBox: -124, -232, 1151, 819 FontFile: true ToUnicode: true Font: BaseFont: EGYFZO+STIXMathExtensions-Regular FontSubset: true FirstChar: 4 LastChar: 240 FontDescriptor: FontName: EGYFZO+STIXMathExtensions-Regular Flags: Symbolic FontBBox: 15, -3009, 1503, 959 FontFile: true ToUnicode: true Font: BaseFont: XYDNQG+STIXMath-Italic FontSubset: true FirstChar: 13 LastChar: 121 FontDescriptor: FontName: XYDNQG+STIXMath-Italic Flags: Symbolic FontBBox: -124, -478, 2328, 819 FontFile: true ToUnicode: true Font: BaseFont: XSBJNE+MSBM10 FontSubset: true FirstChar: 69 LastChar: 82 FontDescriptor: FontName: XSBJNE+MSBM10 Flags: Symbolic FontBBox: -55, -420, 2343, 920 FontFile: true ToUnicode: true Font: BaseFont: ZVIXGW+STIXMath-BoldItalic FontSubset: true FirstChar: 13 LastChar: 121 FontDescriptor: FontName: ZVIXGW+STIXMath-BoldItalic Flags: Symbolic FontBBox: -51, -478, 2328, 867 FontFile: true ToUnicode: true Font: BaseFont: ZPSXJX+STIXMathScript-Regular FontSubset: true FirstChar: 12 LastChar: 53 FontDescriptor: FontName: ZPSXJX+STIXMathScript-Regular Flags: Symbolic FontBBox: 0, -324, 1229, 830 FontFile: true ToUnicode: true Font: BaseFont: BFJSTZ+CharisSIL-Italic FontSubset: true FirstChar: 40 LastChar: 242 FontDescriptor: FontName: BFJSTZ+CharisSIL-Italic Flags: Symbolic FontBBox: -1467, -1092, 6262, 2600 FontFile: true ToUnicode: true Font: BaseFont: HLJZLR+u-charis-symbol FontSubset: true FirstChar: 42 LastChar: 42 FontDescriptor: FontName: HLJZLR+u-charis-symbol Flags: Symbolic FontBBox: -40, -406, 1645, 1509 FontFile: true ToUnicode: true Font: BaseFont: RKRHBN+t1-uni-regular FontSubset: true FirstChar: 46 LastChar: 119 FontDescriptor: FontName: RKRHBN+t1-uni-regular Flags: Symbolic FontBBox: -168, -250, 992, 997 FontFile: true ToUnicode: true Font: BaseFont: FZQTND+SFRM0800 FontSubset: true FirstChar: 214 LastChar: 214 FontDescriptor: FontName: FZQTND+SFRM0800 Flags: Symbolic FontBBox: -203, -320, 1554, 938 FontFile: true EncodingDictionary: Differences: true ToUnicode: true Font: BaseFont: UWIWQZ+CharisSIL FontSubset: true FirstChar: 21 LastChar: 252 FontDescriptor: FontName: UWIWQZ+CharisSIL Flags: Symbolic FontBBox: -1418, -1092, 6144, 2600 FontFile: true ToUnicode: true Font: BaseFont: XYRHRY+CharisSIL-Bold FontSubset: true FirstChar: 46 LastChar: 241 FontDescriptor: FontName: XYRHRY+CharisSIL-Bold Flags: Symbolic FontBBox: -1475, -1092, 6144, 2600 FontFile: true ToUnicode: true Font: BaseFont: PTDVAJ+STIXMath-Regular FontSubset: true FirstChar: 42 LastChar: 203 FontDescriptor: FontName: PTDVAJ+STIXMath-Regular Flags: Symbolic FontBBox: -970, -341, 1096, 1023 FontFile: true ToUnicode: true Font: BaseFont: VYLPDI+STIXMathCalligraphy-Regular FontSubset: true FirstChar: 102 LastChar: 202 FontDescriptor: FontName: VYLPDI+STIXMathCalligraphy-Regular Flags: Symbolic FontBBox: -53, -455, 1965, 2157 FontFile: true ToUnicode: true XMP: http://creativecommons.org/licenses/by/4.0/ elsevier.com sciencedirect.com true 10.1016/j.envsoft.2022.105552 2010-04-23 application/pdf 10.1016/j.envsoft.2022.105552 Elsevier Ltd Environmental Modelling and Software, 158 (2022) 105552. doi:10.1016/j.envsoft.2022.105552 Sensitivity analysis Multi-criteria decision analysis Uncertainty Agent-based modeling Coral reef management Which predictive uncertainty to resolve? Value of information sensitivity analysis for environmental decision models Fridolin Haag Sara Miñarro Arjun Chennu VoR 3rd November 2022 Acrobat Distiller 8.1.0 (Windows) Sensitivity analysis,Multi-criteria decision analysis,Uncertainty,Agent-based modeling,Coral reef management 3rd November 2022 sciencedirect.com elsevier.com true 2010-04-23 10.1016/j.envsoft.2022.105552 noindex journal © 2022 The Author(s). Published by Elsevier Ltd. 2022-12-01 1 December 2022 10.1016/j.envsoft.2022.105552 1364-8152 105552 Environmental Modelling and Software 105552 https://doi.org/10.1016/j.envsoft.2022.105552 158 2022-11-02T16:07:11 Elsevier 2022-11-03T06:15:20 2022-11-03T06:15:20 uuid:1b499bed-4ce8-4c0c-b682-0d58baae1cbe uuid:b6ed5266-03cb-4855-90c0-636283357f42 True Pages: Page: Label: 1 Annotations: Annotation: Subtype: Link Rect: 321, 724, 369, 730 Flags: Print Annotation: Subtype: Link Rect: 273, 668, 398, 675 Flags: Print Annotation: Subtype: Link Rect: 103, 584, 106, 588 Flags: Print ActionDest: 1417 Annotation: Subtype: Link Rect: 109, 585, 113, 589 Flags: Print ActionDest: 1417 Annotation: Subtype: Link Rect: 180, 584, 184, 589 Flags: Print ActionDest: 1417 Annotation: Subtype: Link Rect: 257, 584, 261, 588 Flags: Print ActionDest: 1417 Annotation: Subtype: Link Rect: 73, 511, 77, 517 Flags: Print Annotation: Subtype: Link Rect: 77, 511, 79, 517 Flags: Print Annotation: Subtype: Link Rect: 79, 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Rect: 537, 333, 555, 341 Flags: Print ActionDest: 858 Annotation: Subtype: Link Rect: 306, 323, 336, 330 Flags: Print ActionDest: 858 Annotation: Subtype: Link Rect: 341, 323, 359, 330 Flags: Print ActionDest: 858 Annotation: Subtype: Link Rect: 333, 145, 402, 153 Flags: Print ActionDest: 858 Annotation: Subtype: Link Rect: 408, 145, 426, 153 Flags: Print ActionDest: 858 Annotation: Subtype: Link Rect: 532, 114, 557, 121 Flags: Print ActionDest: 858 Annotation: Subtype: Link Rect: 306, 114, 306, 116 Flags: Print ActionDest: 858 Annotation: Subtype: Link Rect: 306, 104, 343, 111 Flags: Print ActionDest: 858 Annotation: Subtype: Link Rect: 348, 104, 366, 111 Flags: Print ActionDest: 858 Annotation: Subtype: Link Rect: 370, 104, 395, 111 Flags: Print ActionDest: 612 Annotation: Subtype: Link Rect: 399, 104, 417, 111 Flags: Print ActionDest: 612 Page: Label: 3 Annotations: Annotation: Subtype: Link Rect: 126, 253, 157, 260 Flags: Print ActionDest: 612 Annotation: Subtype: Link Rect: 162, 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612 Annotation: Subtype: Link Rect: 306, 93, 324, 101 Flags: Print ActionDest: 612 Page: Label: 4 Annotations: Annotation: Subtype: Link Rect: 184, 709, 263, 716 Flags: Print ActionDest: 858 Annotation: Subtype: Link Rect: 268, 709, 286, 716 Flags: Print ActionDest: 858 Annotation: Subtype: Link Rect: 37, 699, 78, 706 Flags: Print ActionDest: 858 Annotation: Subtype: Link Rect: 83, 699, 101, 706 Flags: Print ActionDest: 858 Annotation: Subtype: Link Rect: 164, 605, 213, 612 Flags: Print ActionDest: 612 Annotation: Subtype: Link Rect: 218, 605, 236, 612 Flags: Print ActionDest: 612 Annotation: Subtype: Link Rect: 240, 605, 286, 612 Flags: Print ActionDest: 612 Annotation: Subtype: Link Rect: 37, 594, 55, 601 Flags: Print ActionDest: 612 Annotation: Subtype: Link Rect: 60, 594, 118, 601 Flags: Print ActionDest: 612 Annotation: Subtype: Link Rect: 123, 594, 141, 601 Flags: Print ActionDest: 612 Annotation: Subtype: Link Rect: 146, 594, 187, 601 Flags: Print ActionDest: 858 Annotation: 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858 Annotation: Subtype: Link Rect: 91, 177, 109, 184 Flags: Print ActionDest: 858 Annotation: Subtype: Link Rect: 182, 141, 236, 149 Flags: Print ActionDest: 858 Annotation: Subtype: Link Rect: 240, 141, 258, 149 Flags: Print ActionDest: 858 Annotation: Subtype: Link Rect: 437, 538, 463, 546 Flags: Print ActionDest: 858 Annotation: Subtype: Link Rect: 468, 538, 486, 546 Flags: Print ActionDest: 858 Annotation: Subtype: Link Rect: 379, 527, 430, 535 Flags: Print ActionDest: 858 Annotation: Subtype: Link Rect: 435, 527, 453, 535 Flags: Print ActionDest: 858 Annotation: Subtype: Link Rect: 458, 527, 501, 535 Flags: Print ActionDest: 612 Annotation: Subtype: Link Rect: 506, 527, 524, 535 Flags: Print ActionDest: 612 Annotation: Subtype: Link Rect: 529, 527, 557, 535 Flags: Print ActionDest: 858 Annotation: Subtype: Link Rect: 306, 527, 306, 529 Flags: Print ActionDest: 858 Annotation: Subtype: Link Rect: 306, 517, 348, 524 Flags: Print ActionDest: 858 Annotation: Subtype: Link Rect: 354, 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Label: 9 Annotations: Annotation: Subtype: Link Rect: 205, 138, 216, 145 Flags: Print ActionDest: 257 Annotation: Subtype: Link Rect: 37, 116, 50, 124 Flags: Print ActionDest: 398 Annotation: Subtype: Link Rect: 53, 116, 58, 124 Flags: Print ActionDest: 398 Annotation: Subtype: Link Rect: 130, 84, 143, 91 Flags: Print ActionDest: 398 Annotation: Subtype: Link Rect: 146, 84, 150, 91 Flags: Print ActionDest: 398 Annotation: Subtype: Link Rect: 457, 162, 470, 169 Flags: Print ActionDest: 398 Annotation: Subtype: Link Rect: 474, 162, 478, 169 Flags: Print ActionDest: 398 Page: Label: 10 Annotations: Annotation: Subtype: Link Rect: 69, 399, 82, 406 Flags: Print ActionDest: 398 Annotation: Subtype: Link Rect: 84, 399, 88, 406 Flags: Print ActionDest: 398 Annotation: Subtype: Link Rect: 59, 336, 73, 343 Flags: Print ActionDest: 434 Annotation: Subtype: Link Rect: 76, 336, 80, 343 Flags: Print ActionDest: 434 Annotation: Subtype: Link Rect: 217, 220, 230, 227 Flags: Print ActionDest: 434 Annotation: Subtype: Link Rect: 232, 220, 237, 227 Flags: Print ActionDest: 434 Annotation: Subtype: Link Rect: 336, 209, 350, 217 Flags: Print ActionDest: 434 Annotation: Subtype: Link Rect: 354, 209, 358, 217 Flags: Print ActionDest: 434 Annotation: Subtype: Link Rect: 504, 125, 518, 132 Flags: Print ActionDest: 398 Annotation: Subtype: Link Rect: 520, 125, 525, 132 Flags: Print ActionDest: 398 Annotation: Subtype: Link Rect: 418, 104, 431, 111 Flags: Print ActionDest: 308 Annotation: Subtype: Link Rect: 435, 104, 440, 111 Flags: Print ActionDest: 308 Page: Label: 11 Page: Label: 12 Annotations: Annotation: Subtype: Link Rect: 111, 688, 124, 695 Flags: Print ActionDest: 398 Annotation: Subtype: Link Rect: 128, 688, 133, 695 Flags: Print ActionDest: 398 Annotation: Subtype: Link Rect: 178, 667, 191, 675 Flags: Print ActionDest: 434 Annotation: Subtype: Link Rect: 193, 667, 198, 675 Flags: Print ActionDest: 434 Annotation: Subtype: Link Rect: 40, 636, 53, 643 Flags: Print ActionDest: 434 Annotation: Subtype: Link Rect: 57, 636, 61, 643 Flags: Print ActionDest: 434 Annotation: Subtype: Link Rect: 123, 594, 136, 601 Flags: Print ActionDest: 434 Annotation: Subtype: Link Rect: 139, 594, 143, 601 Flags: Print ActionDest: 434 Annotation: Subtype: Link Rect: 277, 458, 288, 466 Flags: Print ActionDest: 119 Annotation: Subtype: Link Rect: 223, 437, 236, 445 Flags: Print ActionDest: 475 Annotation: Subtype: Link Rect: 239, 437, 243, 445 Flags: Print ActionDest: 475 Annotation: Subtype: Link Rect: 63, 375, 68, 382 Flags: Print ActionDest: 119 Annotation: Subtype: Link Rect: 40, 333, 53, 340 Flags: Print ActionDest: 475 Annotation: Subtype: Link Rect: 56, 333, 60, 340 Flags: Print ActionDest: 475 Annotation: Subtype: Link Rect: 223, 312, 236, 320 Flags: Print ActionDest: 475 Annotation: Subtype: Link Rect: 238, 312, 243, 320 Flags: Print ActionDest: 475 Annotation: Subtype: Link Rect: 72, 72, 85, 79 Flags: Print ActionDest: 434 Annotation: Subtype: Link Rect: 87, 72, 92, 79 Flags: Print ActionDest: 434 Annotation: Subtype: Link Rect: 141, 51, 154, 59 Flags: Print ActionDest: 308 Annotation: Subtype: Link Rect: 157, 51, 162, 59 Flags: Print ActionDest: 308 Annotation: Subtype: Link Rect: 467, 323, 555, 331 Flags: Print ActionDest: 612 Annotation: Subtype: Link Rect: 306, 313, 324, 320 Flags: Print ActionDest: 612 Annotation: Subtype: Link Rect: 330, 313, 352, 320 Flags: Print ActionDest: 612 Annotation: Subtype: Link Rect: 358, 313, 376, 320 Flags: Print ActionDest: 612 Annotation: Subtype: Link Rect: 436, 282, 508, 289 Flags: Print ActionDest: 858 Annotation: Subtype: Link Rect: 513, 282, 531, 289 Flags: Print ActionDest: 858 Annotation: Subtype: Link Rect: 318, 271, 345, 278 Flags: Print ActionDest: 612 Annotation: Subtype: Link Rect: 352, 271, 370, 278 Flags: Print ActionDest: 612 Annotation: Subtype: Link Rect: 309, 208, 322, 216 Flags: Print ActionDest: 398 Annotation: Subtype: Link Rect: 325, 208, 329, 216 Flags: Print ActionDest: 398 Annotation: Subtype: Link Rect: 338, 198, 351, 205 Flags: Print ActionDest: 434 Annotation: Subtype: Link Rect: 354, 198, 358, 205 Flags: Print ActionDest: 434 Page: Label: 13 Annotations: Annotation: Subtype: Link Rect: 239, 719, 263, 727 Flags: Print ActionDest: 612 Annotation: Subtype: Link Rect: 268, 719, 286, 727 Flags: Print ActionDest: 612 Annotation: Subtype: Link Rect: 37, 709, 102, 716 Flags: Print ActionDest: 858 Annotation: Subtype: Link Rect: 107, 709, 125, 716 Flags: Print ActionDest: 858 Annotation: Subtype: Link Rect: 70, 646, 129, 654 Flags: Print ActionDest: 612 Annotation: Subtype: Link Rect: 134, 646, 152, 654 Flags: Print ActionDest: 612 Annotation: Subtype: Link Rect: 157, 646, 196, 654 Flags: Print ActionDest: 612 Annotation: Subtype: Link Rect: 202, 646, 224, 654 Flags: Print ActionDest: 612 Annotation: Subtype: Link Rect: 115, 584, 164, 591 Flags: Print ActionDest: 612 Annotation: Subtype: Link Rect: 169, 584, 187, 591 Flags: Print ActionDest: 612 Annotation: Subtype: Link 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858 Annotation: Subtype: Link Rect: 306, 525, 324, 531 Flags: Print ActionDest: 858 Annotation: Subtype: Link Rect: 344, 493, 389, 500 Flags: Print ActionDest: 612 Annotation: Subtype: Link Rect: 395, 493, 413, 500 Flags: Print ActionDest: 612 Annotation: Subtype: Link Rect: 418, 493, 465, 500 Flags: Print ActionDest: 858 Annotation: Subtype: Link Rect: 470, 493, 488, 500 Flags: Print ActionDest: 858 Annotation: Subtype: Link Rect: 411, 483, 459, 490 Flags: Print ActionDest: 612 Annotation: Subtype: Link Rect: 463, 483, 481, 490 Flags: Print ActionDest: 612 Annotation: Subtype: Link Rect: 484, 452, 532, 459 Flags: Print ActionDest: 858 Annotation: Subtype: Link Rect: 536, 452, 554, 459 Flags: Print ActionDest: 858 Annotation: Subtype: Link Rect: 397, 442, 429, 449 Flags: Print ActionDest: 612 Annotation: Subtype: Link Rect: 434, 442, 452, 449 Flags: Print ActionDest: 612 Annotation: Subtype: Link Rect: 373, 349, 425, 356 Flags: Print ActionDest: 858 Annotation: Subtype: Link Rect: 431, 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