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Geodetector q-statistic

WebOct 1, 2024 · Geodetector is not based on linear assumptions, but compares the spatial consistency of independent variable distribution versus the geographical strata in which potential factors exist. ... The q statistics for factor interactions were higher than the q statistics for a single factor, indicating that the explanatory power of a single factor ... WebGeographical detector. Geographical detector, or GeoDetector, is a statistical tool to measure Spatial Stratified Heterogeneity (SSH) and to make attribution for/by SSH; (1) …

A tutorial for the geodetector R package - mran.microsoft.com

WebWith geoQuestor you can build exciding GPS controlled experiences, Guided by their own iPhone, Android or Windows Phone your participants will get Checkpoints assignment … WebNov 17, 2024 · The spatial pattern of the q-statistic derived from the Geodetector is similar to that derived from the correlation analysis (Figs. S2, S3, and S4); however, the results … how to go to row in excel https://ewcdma.com

Analysis of the influence of farmland pattern on landscape …

WebDescription. The factor detector q-statistic measures the spatial stratified heterogeneity of a variable Y, or the determinant power of a covariate X of Y. WebGeodetector is good at analyzing qualitative variables, while for sequential quantities, ratio quantities and other data, as long as appropriate discretization, Geodetector can also be used for statistical analysis. ... The factor detector: Q-statistic detects the spatial heterogeneity of the dependent variable and the extent to which each ... WebFeb 21, 2024 · The range of the q-statistic value (P D,H) is [0, 1] 46,55; if the prevalence of KB is completely associated with one risk factor, then q = 1, whereas q = 0 implies the lack of an association ... how to go to root user in ubuntu

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Category:Applying Geodetector to disentangle the contributions of natural …

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Geodetector q-statistic

Applying Geodetector to disentangle the contributions of natural …

http://www.dqxxkx.cn/EN/10.12082/dqxxkx.2024.220136 WebNational Key Research and Development Program of China(2024YFA0606900);National Natural Science Foundation of China(42077436)

Geodetector q-statistic

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WebApr 14, 2024 · Based on the q-statistic values of single factors detected via the geodetector , the most important factors driving spatial variation in the PSD–AGB relationship in the study area were LON, followed by MAP, DEM, SI, TP, LAT, MAT, SLOPE, BD, SPEI, SOM, TN, SA, CL, and ASPECT. The q-value of LON was the largest (0.29), … WebNational Center for Biotechnology Information

WebThe factor detector q-statistic measures the spatial stratified heterogeneity of a variable Y, or the determinant power of a covariate X of Y. Usage factor_detector(y_column, … WebJul 8, 2024 · With the factor detector, a q-statistic is obtained which measures the association between the independent and dependent variables of the Geodetector. In our work, the independent variables are the geographical factors and the dependent variable represents the livability scores obtained by human settlement factors.

WebNov 10, 2024 · Geostatistics is the study of statistics with a focus on spatial and temporal information. The aim is to model and find patterns of geographic phenomena. The field of … WebNov 2, 2024 · Based on q-statistics of the Geodetector model, it is easy to judge which index or variable is more critical for regionalization. In this study, four of 14 waiting indexes were selected as the delimitation indexes of the boundary of subtropical and temperate zones and the transition zone. The results of the boundary and the transition zone were ...

WebJun 1, 2024 · The amount of explanatory power was chosen to be measured using the Geodetector q-statistic (Table 2). After calculation, the weights of neonatal infant mortality and urbanization rates in the secondary trunks of the NCD mortality rate evolution tree were 0.55 and 0.45, respectively.

johnston murphy barrett bootWebGeographical detector. Geographical detector, or GeoDetector, is a statistical tool to measure Spatial Stratified Heterogeneity (SSH) and to make attribution for/by SSH; (1) measure and find SSH among data; (2) test the coupling between two variables Y and X and (3) investigate interaction between two explanatory variables X1 and X2 to a ... how to go to ruined alcazarWebOct 1, 2024 · Liu et al. [35,36] tested the q statistic by Geodetector to avoid the possible confounding caused by spatial stratified heterogeneity. In China, quantitative studies of the mechanisms influencing the formation of mammalian distribution patterns remain limited due to the limited availability of macrolevel data. In this paper, we aim to present ... how to go to row number in excelWebAug 14, 2024 · The spatial trend of the vegetation in the three sub-basins generally increased in the growing seasons from 2000 to 2016; (2) The results obtained by the … johnston motor co odessa txWebJan 1, 2024 · Q-statistic in Geodetector has already been applied in many fields of natural and social sciences which can be used to measure spatial stratified heterogeneity, detect … how to go to ruin serpenthttp://www.desert.ac.cn/EN/10.7522/j.issn.1000-694X.2024.00101 johnston morrison hunter medicine hatWebJan 26, 2001 · Cloud, William K. (1910–1984) American seismologist who developed the strong motion recording systems of the US Coast and Geodetic Survey in the United … how to go to roxas city