Publications
Author:
- Ren, K ., etc. Identifying Climate and Environmental Determinants of Spatial Disparities in Wheat Production Using a Geospatial Machine Learning Model. GIScience & Remote Sensing (CAS Top Journal in Zone 1) (Minor revisions and pending acceptance.)
- Ren, K ., etc. Second-dimension outliers for spatial prediction. International Journal of Geographical Information Science (CAS Top Journal in Zone 1) (Minor revisions and pending acceptance.)
Co-author:
- Yang, X., Song, Y., Yoo C., Ren, K., Zhao, L., Wu, P., Irregular anisotropy in surface urban heat island footprint. (Under Review)
- Yang, L., Luo, P., Zhang, Z., Song, Y., Ren, K., Zhang, C., Awange, J., Atkinson, P.M. and Meng, L., 2024. 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, 132, p.104068.
- Zhang, X., Song, Y., Dewan, A., Guo, Z., Cao, X., Bie, Q., Xie, Y., Ma, X., Ren, K., Zhang, H. and Xi, G., 2024. Ecological influence of oasisation on peripheral regions. International Journal of Applied Earth Observation and Geoinformation, 132, p.104004.
International Conference:
- Ren, K. , Song, Y. and Yu, Q. (2025). A Novel Geospatial Machine Learning Approach for Uncovering Wheat Production Disparities: Evidence from Australia. The 11th International Conference on Innovative Production and Construction (IPC2025). Perth, Australia.
- Ren, K. , Song, Y. and Yu, Q. (2024). Assessing the Impact of ENSO and Indian Ocean Dipole on Australian Bushfires Using RandomForests. 2024 American Geophysical Union (AGU24). Washington, D.C.
- Ren, K. & Song, Y. (2023). Local spatial heterogeneity of Wheat Yields in Western Australia. In Proceedings of City+2023@Perth International Conference on Geospatial Big Data and Artificial Intelligence for Cities. Perth, Curtin University.
Software Copyright:
| Software Name | Registration | Date |
|---|---|---|
| Structural Surface Recognition and Intelligent Analysis System of Layered Geological Body | 2019SR0706808 | Jul.2019 |
| Dianchi Lake Water Body Cyanobacteria Bloom Drift Simulation System | 2018SR955442 | Nov.2018 |
| Simulation System of Total Suspended Solids in Large Water Bodies | 2018SR798096 | Oct.2018 |
| Hydrogeological Modeling and Simulation System | 2017SR427979 | Aug.2017 |
| 3D Modeling and Analysis System of Underground Space | 2017SR431955 | Aug.2017 |
| Multi-Dimensional Grid Adaptive Generation System For Geoscience Simulation | 2017SR374939 | Jul.2017 |
| Dynamic Visualization System For Geoscience Model Simulation | 2017SR374929 | Jul.2017 |