Geographical detector model
WebMar 17, 2016 · A geographical detectors model proposed by Wang et al and based on spatial variance analysis, has been widely used to measure the association between environmental risks (e.g., earthquake-based mortality and infectious disease) and their determinants [18–21]. WebGeodetector, or Geographical Detector, is a statistical tool to measure SSH and to make attributions for or by SSH (Fig. 1): (1) Measure and identity SSH among data; (2) Test the coupling between two variables Y and X without assuming linearity of the association and with clear physical meanings; and. (3) Investigate the general interaction ...
Geographical detector model
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WebFeb 5, 2016 · The geographical detector model consists of four detector i.e., factor detector, interaction detector, risk detector, and ecological detector etc. Four detectors were proposed to assess the main and … WebMar 11, 2024 · Geographical Detector Model. The geographical detector is a spatial statistic model proposed by Wang et al. (2010). It has been used to quantify the influences of potential driving factors on geographical phenomena based on spatial variance analysis (Wang et al., 2016, 2024; Gao F. et al., 2024). Our aim was to investigate the effects of ...
WebGeographical detector is a novel tool to identify SSH and to attribute the spatial patterns (Fig. 1): (1) measure and find SSH of a variable Y; (2) test the association between two variables Y and... WebFinally, we adopt the geographical detector model (GDM) to identify key driving factors of ESs changes. The results show that: (1) During 2000–2024, the area of arable land and woodland decreased by 1.65% and 0.8%, respectively, while the proportion of construction land and water area increased by 1.31% and 1.39%, respectively.
WebApr 2, 2024 · Geographical detector is a spatial analysis model that probes the relationship between dependent and independent variables based on spatial heterogeneity [39,49,50]. However, geographical detector is influenced by human factors, leading to strong subjectivity in the results. WebFeb 5, 2016 · The geographical detector model consists of four detector i.e., factor detector, interaction detector, risk detector, and ecological detector etc. Four …
WebAn optimal parameters-based geographical detector model enhances geographic characteristics of explanatory variables for spatial heterogeneity analysis: cases with …
WebThe gravity model and geographic detector are used to investigate the characteristics of the spatial and temporal evolution of efficiency and its affecting elements. It expands and enriches the research theory of green technology innovation in the construction industry and helps to promote the green and low-carbon transformation of the ... standard oil company octopus cartoonWebFeb 1, 2024 · A geographical detector model was used to study the factors that affected the socioeconomic CCD. In the context of China’s implementation of a rural revitalization strategy and promotion of global rural revitalization, this work lays a scientific foundation for evaluating the policy and implementation effect of regional ecological ... personality swap potion wild horse islandsWebJul 28, 2024 · Geographical detector model. This paper developed a geodetector model to analyze the factors influencing regional resilience. Geographic detectors were first applied to the study of epidemic and geographic-related risk factors, and were later widely used to identify different socio-economic factors and their interactions . Compared with ... standard oil crown globeWebNov 21, 2024 · The geographical detector model has four modules (Wang et al., 2010): factor, risk, interaction, and ecological detectors. We used the factor, interaction, and risk detectors to detect which factors have greater influence on FVC change, determine how different factors interact with each other, and identify where vegetation grows better. ... standard oil company refineryWebMay 12, 2024 · The geographical detector model is a widely used technique for spatial stratified heterogeneity analysis. In the model, the … standard oil company stock symbolWebThe tool’s core idea is the assumption that if one variable has a significant effect on a dependent variable, then the two variables will have a similar spatial distribution. Factor detector and interaction detector are two tools in the geographical detector. The factor detector can be used to detect the driving force of disaster from each ... personality summit 2022WebAn optimal parameters-based geographical detector model enhances geographic characteristics of explanatory variables for spatial heterogeneity analysis. Details; IEEE Transactions on Intelligent Transportation Systems. Traffic Prediction and Assessing Impacts of Heavy Vehicles Using a Segment-based Regression Kriging Method. personality success plan part 3