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020 _a9783319301785
_9978-3-319-30178-5
024 7 _a10.1007/978-3-319-30178-5
_2doi
050 4 _aTA352-356
050 4 _aQC20.7.N6
072 7 _aTBJ
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072 7 _aGPFC
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072 7 _aTBJ
_2thema
072 7 _aGPFC
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082 0 4 _a515.39
_223
245 1 0 _aUnderstanding Complex Urban Systems
_h[electronic resource] :
_bIntegrating Multidisciplinary Data in Urban Models /
_cedited by Christian Walloth, Ernst Gebetsroither-Geringer, Funda Atun, Liss C. Werner.
250 _a1st ed. 2016.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2016.
300 _aIX, 136 p. 22 illus., 11 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aUnderstanding Complex Systems,
_x1860-0840
505 0 _aIntroduction -- Combining Agent-Based Modeling with Big Data Methods to Support -- Urban Development Simulator: How Can Participatory Data Gathering Support Modeling of Complex Urban Systems -- Bypassing Data Unavailability in Urban Systems Modeling -- Big Data? No Data. How to Pro-actively Deal With Unexpected Change in Cities Where (Big) Data is Not Available -- Conceptualizing the Urban System as a System of Flows -- Operationalizing the Capabilities Approach for Modeling Household Welfare Shifts in Urban Systems: A Special Focus on the Transportation Outcomes of Urban Resettlement -- Interventions in Complex Urban Systems: How to Enable Modeling to Account for Disruptive Innovation.
520 _aThis book is devoted to the modeling and understanding of complex urban systems. This second volume of Understanding Complex Urban Systems focuses on the challenges of the modeling tools, concerning, e.g., the quality and quantity of data and the selection of an appropriate modeling approach. It is meant to support urban decision-makers—including municipal politicians, spatial planners, and citizen groups—in choosing an appropriate modeling approach for their particular modeling requirements. The contributors to this volume are from different disciplines, but all share the same goal: optimizing the representation of complex urban systems. They present and discuss a variety of approaches for dealing with data-availability problems and finding appropriate modeling approaches—and not only in terms of computer modeling. The selection of articles featured in this volume reflect a broad variety of new and established modeling approaches such as: - An argument for using Big Data methods in conjunction with Agent-based Modeling; - The introduction of a participatory approach involving citizens, in order to utilize an Agent-based Modeling approach to simulate urban-growth scenarios; - A presentation of semantic modeling to enable a flexible application of modeling methods and a flexible exchange of data; - An article about a nested-systems approach to analyzing a city’s interdependent subsystems (according to these subsystems’ different velocities of change); - An article about methods that use Luhmann’s system theory to characterize cities as systems that are composed of flows; - An article that demonstrates how the Sen-Nussbaum Capabilities Approach can be used in urban systems to measure household well-being shifts that occur in response to the resettlement of urban households; - A final article that illustrates how Adaptive Cycles of Complex Adaptive Systems, as well as innovation, can be applied to gain a better understanding of cities and to promote more resilient and more sustainable urban futures.
650 0 _aDynamics.
_962794
650 0 _aNonlinear theories.
_93339
650 0 _aNonlinear Optics.
_911414
650 0 _aSociology, Urban.
_932610
650 0 _aSystem theory.
_93409
650 0 _aData mining.
_93907
650 1 4 _aApplied Dynamical Systems.
_932005
650 2 4 _aNonlinear Optics.
_911414
650 2 4 _aUrban Sociology.
_932613
650 2 4 _aComplex Systems.
_918136
650 2 4 _aData Mining and Knowledge Discovery.
_962795
700 1 _aWalloth, Christian.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_962796
700 1 _aGebetsroither-Geringer, Ernst.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_962797
700 1 _aAtun, Funda.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_962798
700 1 _aWerner, Liss C.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_962799
710 2 _aSpringerLink (Online service)
_962800
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783319301761
776 0 8 _iPrinted edition:
_z9783319301778
776 0 8 _iPrinted edition:
_z9783319807409
830 0 _aUnderstanding Complex Systems,
_x1860-0840
_962801
856 4 0 _uhttps://doi.org/10.1007/978-3-319-30178-5
912 _aZDB-2-ENG
912 _aZDB-2-SXE
942 _cEBK
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