gdverse - Analysis of Spatial Stratified Heterogeneity

Analyzing spatial factors and exploring spatial associations based on the concept of spatial stratified heterogeneity, while also taking into account local spatial dependencies, spatial interpretability, complex spatial interactions, and robust spatial stratification. Additionally, it supports the spatial stratified heterogeneity family established in academic literature.

Last updated 18 days ago

geographical-detectorgeoinformaticsgeospatial-analysisspatial-statisticsspatial-stratified-heterogeneitycpp

8.41 score 24 stars 1 dependents 41 scripts 552 downloads

sdsfun - Spatial Data Science Complementary Features

Wrapping and supplementing commonly used functions in the R ecosystem related to spatial data science, while serving as a basis for other packages maintained by Wenbo Lv.

Last updated 18 hours ago

spatial-data-analysisspatial-data-scienceopenblascppopenmp

6.30 score 13 stars 6 dependents 6 scripts 646 downloads

sesp - Spatially Explicit Stratified Power

Assesses spatial associations between variables through an equivalent geographical detector (q-statistic) within a regression framework and incorporates a spatially explicit stratified power model by integrating spatial dependence and spatial stratified heterogeneity, facilitating the modeling of complex spatial relationships.

Last updated 17 days ago

spatial-explicit-geographical-detectorspatial-stratified-heterogeneitycpp

5.26 score 12 stars 4 scripts

geocn - Loads Spatial Data Sets of China

Providing various commonly used spatial data related to Chinese regions in the R programming environment.

Last updated 8 days ago

chinachina-regiongeospatial-visualizationmaps

4.81 score 13 stars 10 scripts

cisp - A Correlation Indicator Based on Spatial Patterns

Use the spatial association marginal contributions derived from spatial stratified heterogeneity to capture the degree of correlation between spatial patterns.

Last updated 9 days ago

associationcorrelationgeoinformaticsspatial-patternspatial-stratified-heterogeneity

4.30 score 1 stars 2 scripts 221 downloads

spEDM - Spatial Empirical Dynamic Modeling

Integrates empirical dynamic modeling (EDM) with geospatial cross-sectional data to analyze causality via geographical convergent cross mapping (GCCM) described in Gao et al. (2023) <doi:10.1038/s41467-023-41619-6>.

Last updated 12 hours ago

cpp

4.08 score 8 stars

sshicm - Information Consistency-Based Measures for Spatial Stratified Heterogeneity

Spatial stratified heterogeneity (SSH) denotes the coexistence of within-strata homogeneity and between-strata heterogeneity. Information consistency-based methods provide a rigorous approach to quantify SSH and evaluate its role in spatial processes, grounded in principles of geographical stratification and information theory (Bai, H. et al. (2023) <doi:10.1080/24694452.2023.2223700>; Wang, J. et al. (2024) <doi:10.1080/24694452.2023.2289982>).

Last updated 9 days ago

geoinformaticsgeospatial-analysisinformation-theoryspatial-statisticsspatial-stratified-heterogeneitycpp

4.00 score 1 stars 2 scripts