FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2112063895> ?p ?o ?g. }

• W2112063895 endingPage "3498" @default.
• W2112063895 startingPage "3490" @default.
• W2112063895 abstract "Spatial autocorrelation (SAC) is frequently encountered in most spatial data in ecology. Cellular automata (CA) models have been widely used to simulate complex spatial phenomena. However, little has been done to examine the impact of incorporating SAC into CA models. Using image-derived maps of Chinese tamarisk (Tamarix chinensis Lour.), CA models based on ordinary logistic regression (OLCA model) and autologistic regression (ALCA model) were developed to simulate landscape dynamics of T. chinensis. In this study, significant positive SAC was detected in residuals of ordinary logistic models, whereas non-significant SAC was found in autologistic models. All autologistic models obtained lower Akaike's information criterion corrected for small sample size (AICc) values than the best ordinary logistic models. Although the performance of ALCA models only satisfied the minimum requirement, ALCA models showed considerable improvement upon OLCA models. Our results suggested that the incorporation of the autocovariate term not only accounted for SAC in model residuals but also provided more accurate estimates of regression coefficients. The study also found that the neglect of SAC might affect the statistical inference on underlying mechanisms driving landscape changes and obtain false ecological conclusions and management recommendations. The ALCA model is statistically sound when coping with spatially structured data, and the adoption of the ALCA model in future landscape transition simulations may provide more precise probability maps on landscape transition, better model performance and more reasonable mechanisms that are responsible for landscape changes." @default.
• W2112063895 created "2016-06-24" @default.
• W2112063895 creator A5000505099 @default.
• W2112063895 creator A5022575566 @default.
• W2112063895 creator A5030362042 @default.
• W2112063895 creator A5032037934 @default.
• W2112063895 creator A5038536579 @default.
• W2112063895 creator A5086185503 @default.
• W2112063895 date "2009-12-01" @default.
• W2112063895 modified "2023-09-26" @default.
• W2112063895 title "Incorporating spatial autocorrelation into cellular automata model: An application to the dynamics of Chinese tamarisk (Tamarix chinensis Lour.)" @default.
• W2112063895 cites W1968198907 @default.
• W2112063895 cites W1968371014 @default.
• W2112063895 cites W1990329998 @default.
• W2112063895 cites W1990607561 @default.
• W2112063895 cites W1990989482 @default.
• W2112063895 cites W1993515924 @default.
• W2112063895 cites W1998092636 @default.
• W2112063895 cites W2000297055 @default.
• W2112063895 cites W2000648382 @default.
• W2112063895 cites W2010126995 @default.
• W2112063895 cites W2012835071 @default.
• W2112063895 cites W2019543400 @default.
• W2112063895 cites W2024200514 @default.
• W2112063895 cites W2025553684 @default.
• W2112063895 cites W2039598396 @default.
• W2112063895 cites W2043587891 @default.
• W2112063895 cites W2052611179 @default.
• W2112063895 cites W2068998747 @default.
• W2112063895 cites W2078671503 @default.
• W2112063895 cites W2082036763 @default.
• W2112063895 cites W2089792340 @default.
• W2112063895 cites W2089892649 @default.
• W2112063895 cites W2091308143 @default.
• W2112063895 cites W2091463346 @default.
• W2112063895 cites W2093262754 @default.
• W2112063895 cites W2095734499 @default.
• W2112063895 cites W2099054202 @default.
• W2112063895 cites W2103672633 @default.
• W2112063895 cites W2106084229 @default.
• W2112063895 cites W2110608012 @default.
• W2112063895 cites W2122818154 @default.
• W2112063895 cites W2131667669 @default.
• W2112063895 cites W2135617432 @default.
• W2112063895 cites W2146624586 @default.
• W2112063895 cites W2152175212 @default.
• W2112063895 cites W2152986056 @default.
• W2112063895 cites W2153680678 @default.
• W2112063895 cites W2155475871 @default.
• W2112063895 cites W2165569657 @default.
• W2112063895 cites W2574495021 @default.
• W2112063895 doi "https://doi.org/10.1016/j.ecolmodel.2009.03.008" @default.
• W2112063895 hasPublicationYear "2009" @default.
• W2112063895 type Work @default.
• W2112063895 sameAs 2112063895 @default.
• W2112063895 citedByCount "28" @default.
• W2112063895 countsByYear W21120638952012 @default.
• W2112063895 countsByYear W21120638952013 @default.
• W2112063895 countsByYear W21120638952014 @default.
• W2112063895 countsByYear W21120638952015 @default.
• W2112063895 countsByYear W21120638952016 @default.
• W2112063895 countsByYear W21120638952018 @default.
• W2112063895 countsByYear W21120638952019 @default.
• W2112063895 countsByYear W21120638952020 @default.
• W2112063895 countsByYear W21120638952021 @default.
• W2112063895 crossrefType "journal-article" @default.
• W2112063895 hasAuthorship W2112063895A5000505099 @default.
• W2112063895 hasAuthorship W2112063895A5022575566 @default.
• W2112063895 hasAuthorship W2112063895A5030362042 @default.
• W2112063895 hasAuthorship W2112063895A5032037934 @default.
• W2112063895 hasAuthorship W2112063895A5038536579 @default.
• W2112063895 hasAuthorship W2112063895A5086185503 @default.
• W2112063895 hasConcept C105795698 @default.
• W2112063895 hasConcept C11413529 @default.
• W2112063895 hasConcept C126674687 @default.
• W2112063895 hasConcept C149782125 @default.
• W2112063895 hasConcept C151956035 @default.
• W2112063895 hasConcept C154945302 @default.
• W2112063895 hasConcept C159620131 @default.
• W2112063895 hasConcept C18903297 @default.
• W2112063895 hasConcept C2776214188 @default.
• W2112063895 hasConcept C33923547 @default.
• W2112063895 hasConcept C35527583 @default.
• W2112063895 hasConcept C41008148 @default.
• W2112063895 hasConcept C5297727 @default.
• W2112063895 hasConcept C86803240 @default.
• W2112063895 hasConceptScore W2112063895C105795698 @default.
• W2112063895 hasConceptScore W2112063895C11413529 @default.
• W2112063895 hasConceptScore W2112063895C126674687 @default.
• W2112063895 hasConceptScore W2112063895C149782125 @default.
• W2112063895 hasConceptScore W2112063895C151956035 @default.
• W2112063895 hasConceptScore W2112063895C154945302 @default.
• W2112063895 hasConceptScore W2112063895C159620131 @default.
• W2112063895 hasConceptScore W2112063895C18903297 @default.
• W2112063895 hasConceptScore W2112063895C2776214188 @default.
• W2112063895 hasConceptScore W2112063895C33923547 @default.
• W2112063895 hasConceptScore W2112063895C35527583 @default.
• W2112063895 hasConceptScore W2112063895C41008148 @default.

• next