Research

Geospatial Theories, Methods, and Tools

Full list of we developed new geospatial methods and R packages (over 140,000 downloads)

Lab GitHub homepage at https://github.com/ausgis for sharing the latest versions of our open-source R packages for the new geospatial methods we’ve published

Check out our latest publications here

Featured spatial methods displayed on the website of the International Society for Spatial Methods

Projects

Publications

Latest Publications:

Date	First Author	Title	Journal
06-Dec-2024	Jiao Hu	A local indicator of stratified power	International Journal of Geographical Information Science
16-Nov-2024	Dong Xu	Quantifying the Cooling Effect of Urban Greening Driven by Ecological Restoration Projects in China	Environmental Science & Technology
09-Nov-2024	Jielong Wang	Reconstructed centennial precipitation-driven water storage anomalies in the Nile River Basin using RecNet and their suitability for studying ENSO and IOD impacts	Journal of Hydrology
11-Oct-2024	Chunjiang Chen	Large Scale Pavement Crack Evaluation Through a Novel Spatial Machine Learning Approach Considering Geocomplexity	IEEE Transactions on Intelligent Transportation Systems
05-Oct-2024	Yujia Ming	Unraveling nonlinear and spatial non-stationary effects of urban form on surface urban heat islands using explainable spatial machine learning	Computers, Environment and Urban Systems
21-Aug-2024	Zehua Zhang	On ignoring the heterogeneity in spatial autocorrelation: consequences and solutions	International Journal of Geographical Information Science
09-Aug-2024	Peng Luo	A spatio-temporal unmixing with heterogeneity model for the identification of remotely sensed MODIS aerosols: Exemplified by the case of Africa	International Journal of Applied Earth Observation and Geoinformation
09-Jul-2024	Xueyuan Zhang	Ecological influence of oasisation on peripheral regions	International Journal of Applied Earth Observation and Geoinformation
29-Jun-2024	Pengcheng Zhang	Geospatial learning for large-scale transport infrastructure depth prediction	International Journal of Applied Earth Observation and Geoinformation
25-Apr-2024	Leidy Luna	Surface water and geomorphological changes of the Blue Nile dynamics associated with the Grand Ethiopian Renaissance Dam (GERD): a multi-temporal analysis	GIScience & Remote Sensing
09-Apr-2024	Gang Lin	Interpreting differences in access and accessibility to urban greenspace through geospatial analysis	International Journal of Applied Earth Observation and Geoinformation
25-Jan-2024	Zehua Zhang	Robust interaction detector: A case of road life expectancy analysis	Spatial Statistics
06-Jan-2024	Xiang Wang	Establishing the global isoscape of leaf carbon in C3 plants through the integrations of remote sensing, carbon, geographic, and physiological information	Remote Sensing of Environment