FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4386879008> ?p ?o ?g. }

• W4386879008 endingPage "102041" @default.
• W4386879008 startingPage "102041" @default.
• W4386879008 abstract "Cellular automata (CA) is a classical method for studying land use change. However, homogeneous transformation rules have commonly been used to conduct simulations in the past, and these rules seldom consider the spatial heterogeneity of geographic elements. Therefore, in this study, we incorporated spatial-temporal heterogeneity transformation rules into the CA framework based on spatial data mining. A model that couples self-organizing maps (SOM), hierarchical clustering (HC), and patch generation land use simulation (PLUS) was proposed; it is called the SOM-HC-PLUS model. This model considers the difference in local-area driving factors, and therefor it not only determines the optimal partition scheme automatically, but it also measures the contribution of partition driving factors. The Jinpu New Area in Dalian, China, was used to test the validity of the model by comparing the traditional PLUS model and the administrative division (AD)-PLUS model based on AD partition. The results showed that the partition scheme of the SOM-HC-PLUS model was reasonable and credible. Further, compared with other models, this model showed higher simulation accuracy and a more realistic land use distribution pattern. The driving factors showed significant differences in the overall and regional intensity. Moreover, the importance of natural environmental conditions, represented by elevation factors, in the expansion of artificial surfaces increased significantly. By 2030, artificial surfaces were projected to increase significantly through the conversion of cultivated lands. The sustainable development scenario showed a more compact patch layout and exhibited better protection of grasslands and forests than the historical development scenario. In summary, this study proposed a mixture CA model based on the idea of geographic partition, one that proved the reliability of the SOM-HC-PLUS model to conduct spatial-temporal heterogeneity studies on land use partition. It provides the possibility to explore patterns of regional land use changes over multiple periods, and can assist in urban planning and management and promoting sustainable development." @default.
• W4386879008 created "2023-09-21" @default.
• W4386879008 creator A5016528318 @default.
• W4386879008 creator A5026028413 @default.
• W4386879008 creator A5044545737 @default.
• W4386879008 creator A5051902285 @default.
• W4386879008 creator A5052771903 @default.
• W4386879008 creator A5083426979 @default.
• W4386879008 date "2023-12-01" @default.
• W4386879008 modified "2023-09-27" @default.
• W4386879008 title "Does partition matter? A new approach to modeling land use change" @default.
• W4386879008 cites W1579624063 @default.
• W4386879008 cites W1815391834 @default.
• W4386879008 cites W1986426309 @default.
• W4386879008 cites W1990433983 @default.
• W4386879008 cites W1991292821 @default.
• W4386879008 cites W2006929658 @default.
• W4386879008 cites W2008458640 @default.
• W4386879008 cites W2009344767 @default.
• W4386879008 cites W2011214983 @default.
• W4386879008 cites W2047555270 @default.
• W4386879008 cites W2049017883 @default.
• W4386879008 cites W2061438946 @default.
• W4386879008 cites W2063143131 @default.
• W4386879008 cites W2073177452 @default.
• W4386879008 cites W2094614008 @default.
• W4386879008 cites W2148169128 @default.
• W4386879008 cites W2160508588 @default.
• W4386879008 cites W2166452710 @default.
• W4386879008 cites W2171730709 @default.
• W4386879008 cites W2214183319 @default.
• W4386879008 cites W2276088792 @default.
• W4386879008 cites W2288294253 @default.
• W4386879008 cites W2344466671 @default.
• W4386879008 cites W2364759665 @default.
• W4386879008 cites W2482875860 @default.
• W4386879008 cites W2519132385 @default.
• W4386879008 cites W2519424133 @default.
• W4386879008 cites W2528428908 @default.
• W4386879008 cites W2558378725 @default.
• W4386879008 cites W2562500471 @default.
• W4386879008 cites W2569312250 @default.
• W4386879008 cites W2595118276 @default.
• W4386879008 cites W2607525600 @default.
• W4386879008 cites W2607813080 @default.
• W4386879008 cites W2738561544 @default.
• W4386879008 cites W2741850062 @default.
• W4386879008 cites W2782864576 @default.
• W4386879008 cites W2789469563 @default.
• W4386879008 cites W2801578709 @default.
• W4386879008 cites W2802648210 @default.
• W4386879008 cites W2809445783 @default.
• W4386879008 cites W2892676891 @default.
• W4386879008 cites W2897043150 @default.
• W4386879008 cites W2904854262 @default.
• W4386879008 cites W2904881181 @default.
• W4386879008 cites W2921393223 @default.
• W4386879008 cites W2921509096 @default.
• W4386879008 cites W2928888837 @default.
• W4386879008 cites W2930662427 @default.
• W4386879008 cites W2948574355 @default.
• W4386879008 cites W2963487624 @default.
• W4386879008 cites W2963761906 @default.
• W4386879008 cites W2983462988 @default.
• W4386879008 cites W2995180237 @default.
• W4386879008 cites W3001841189 @default.
• W4386879008 cites W3003880635 @default.
• W4386879008 cites W3012204613 @default.
• W4386879008 cites W3012304804 @default.
• W4386879008 cites W3016003735 @default.
• W4386879008 cites W3028146510 @default.
• W4386879008 cites W3047555961 @default.
• W4386879008 cites W3094498794 @default.
• W4386879008 cites W3109268000 @default.
• W4386879008 cites W3110576555 @default.
• W4386879008 cites W3125385902 @default.
• W4386879008 cites W3130237054 @default.
• W4386879008 cites W3137297747 @default.
• W4386879008 cites W3156031201 @default.
• W4386879008 cites W3179033927 @default.
• W4386879008 cites W3195989941 @default.
• W4386879008 cites W3211898307 @default.
• W4386879008 cites W4205989908 @default.
• W4386879008 cites W4220719057 @default.
• W4386879008 cites W4229072288 @default.
• W4386879008 cites W4304607292 @default.
• W4386879008 doi "https://doi.org/10.1016/j.compenvurbsys.2023.102041" @default.
• W4386879008 hasPublicationYear "2023" @default.
• W4386879008 type Work @default.
• W4386879008 citedByCount "0" @default.
• W4386879008 crossrefType "journal-article" @default.
• W4386879008 hasAuthorship W4386879008A5016528318 @default.
• W4386879008 hasAuthorship W4386879008A5026028413 @default.
• W4386879008 hasAuthorship W4386879008A5044545737 @default.
• W4386879008 hasAuthorship W4386879008A5051902285 @default.
• W4386879008 hasAuthorship W4386879008A5052771903 @default.
• W4386879008 hasAuthorship W4386879008A5083426979 @default.
• W4386879008 hasConcept C104317684 @default.

• next