Matches in SemOpenAlex for { <https://semopenalex.org/work/W3016555898> ?p ?o ?g. }
- W3016555898 endingPage "2159" @default.
- W3016555898 startingPage "2136" @default.
- W3016555898 abstract "Abstract: When modelling urban expansion dynamics, cellular automata models focus mostly on the physical environments and cell neighbours, but ignore the ‘human’ aspect of the allocation of urban expansion cells. This limitation is overcome here using an intelligent self-adapting multiscale agent-based model. To simulate the urban expansion of Auckland, New Zealand, a total of 15 urban expansion drivers/constraints were considered over two periods (2000–2005, 2005–2010). The modelling takes into consideration both a macro-scale agent (government) and micro-scale agents (residents of three income levels), and their multi-level interactions. In order to achieve reliable simulation results, ABM was coupled with an artificial neural network to reveal the learning process and heterogeneity of the multi-sub-residential agents. The ANN-ABM accurately simulated the urban expansion of Auckland at both the global and local scales, with kappa simulation value at 0.48 and 0.55, respectively. The validated simulation result shows that the intelligent and self-adapting ANN-ABM approach is more accurate than an ABM with a general type of agent model (kappa simulation = 0.42) at the global scale, and more accurate than an ANN-based CA model (kappa simulation = 0.47) at the local scale. Simulation inaccuracy stems mostly from the outdated master land use plan." @default.
- W3016555898 created "2020-04-24" @default.
- W3016555898 creator A5000423121 @default.
- W3016555898 creator A5005536337 @default.
- W3016555898 creator A5043686349 @default.
- W3016555898 creator A5062549428 @default.
- W3016555898 date "2020-04-17" @default.
- W3016555898 modified "2023-09-26" @default.
- W3016555898 title "Urban expansion in Auckland, New Zealand: a GIS simulation via an intelligent self-adapting multiscale agent-based model" @default.
- W3016555898 cites W1815391834 @default.
- W3016555898 cites W1964671817 @default.
- W3016555898 cites W1970236910 @default.
- W3016555898 cites W1973749534 @default.
- W3016555898 cites W1974395471 @default.
- W3016555898 cites W1978153681 @default.
- W3016555898 cites W1979316391 @default.
- W3016555898 cites W1983798438 @default.
- W3016555898 cites W1983988816 @default.
- W3016555898 cites W1989939075 @default.
- W3016555898 cites W1999206029 @default.
- W3016555898 cites W2000078615 @default.
- W3016555898 cites W2000780794 @default.
- W3016555898 cites W2010524426 @default.
- W3016555898 cites W2023201792 @default.
- W3016555898 cites W2025406778 @default.
- W3016555898 cites W2033176844 @default.
- W3016555898 cites W2039742252 @default.
- W3016555898 cites W2041588414 @default.
- W3016555898 cites W2047096735 @default.
- W3016555898 cites W2049259116 @default.
- W3016555898 cites W2050961965 @default.
- W3016555898 cites W2058560977 @default.
- W3016555898 cites W2061889996 @default.
- W3016555898 cites W2087054423 @default.
- W3016555898 cites W2089600757 @default.
- W3016555898 cites W2094765880 @default.
- W3016555898 cites W2095005842 @default.
- W3016555898 cites W2102716909 @default.
- W3016555898 cites W2105796479 @default.
- W3016555898 cites W2106100979 @default.
- W3016555898 cites W2130257376 @default.
- W3016555898 cites W2135031052 @default.
- W3016555898 cites W2135617432 @default.
- W3016555898 cites W2142893550 @default.
- W3016555898 cites W2143115928 @default.
- W3016555898 cites W2146903918 @default.
- W3016555898 cites W2156484217 @default.
- W3016555898 cites W2157528778 @default.
- W3016555898 cites W2168765914 @default.
- W3016555898 cites W2171730709 @default.
- W3016555898 cites W2219045012 @default.
- W3016555898 cites W2346035507 @default.
- W3016555898 cites W2461582543 @default.
- W3016555898 cites W2500678475 @default.
- W3016555898 cites W2513172296 @default.
- W3016555898 cites W2553838540 @default.
- W3016555898 cites W2579745099 @default.
- W3016555898 cites W2591652998 @default.
- W3016555898 cites W2604765399 @default.
- W3016555898 cites W2605204967 @default.
- W3016555898 cites W2765655887 @default.
- W3016555898 cites W2766051419 @default.
- W3016555898 cites W2766529052 @default.
- W3016555898 cites W2781992215 @default.
- W3016555898 cites W2789565606 @default.
- W3016555898 cites W2792263672 @default.
- W3016555898 cites W2793216251 @default.
- W3016555898 cites W2807161051 @default.
- W3016555898 cites W2886877128 @default.
- W3016555898 cites W2899979574 @default.
- W3016555898 cites W2901606418 @default.
- W3016555898 cites W2924696584 @default.
- W3016555898 cites W2928888837 @default.
- W3016555898 cites W2966588200 @default.
- W3016555898 cites W2969748696 @default.
- W3016555898 cites W3011439212 @default.
- W3016555898 cites W3122974599 @default.
- W3016555898 cites W4255583089 @default.
- W3016555898 cites W54970607 @default.
- W3016555898 doi "https://doi.org/10.1080/13658816.2020.1748192" @default.
- W3016555898 hasPublicationYear "2020" @default.
- W3016555898 type Work @default.
- W3016555898 sameAs 3016555898 @default.
- W3016555898 citedByCount "23" @default.
- W3016555898 countsByYear W30165558982020 @default.
- W3016555898 countsByYear W30165558982021 @default.
- W3016555898 countsByYear W30165558982022 @default.
- W3016555898 countsByYear W30165558982023 @default.
- W3016555898 crossrefType "journal-article" @default.
- W3016555898 hasAuthorship W3016555898A5000423121 @default.
- W3016555898 hasAuthorship W3016555898A5005536337 @default.
- W3016555898 hasAuthorship W3016555898A5043686349 @default.
- W3016555898 hasAuthorship W3016555898A5062549428 @default.
- W3016555898 hasBestOaLocation W30165558982 @default.
- W3016555898 hasConcept C10138342 @default.
- W3016555898 hasConcept C111919701 @default.
- W3016555898 hasConcept C127413603 @default.
- W3016555898 hasConcept C147176958 @default.