Application of training data affects success in broad-scale local climate zone mapping. - Chunxue Xu; Perry Hystad; Rui Chen; Jamon Van Den Hoek; Rebecca A. Hutchinson; Steve Hankey; Robert E. Kennedy (Int. J. Appl. Earth Obs. Geoinformation, 2021)

Integrating Geospatial Data and Social Media in Bidirectional Long-Short Term Memory Models to Capture Human Nature Interactions. - Andrew Larkin; Perry Hystad (Comput. J., 2022)

Application of an Ultra-Low-Cost Passive Sampler for Light-Absorbing Carbon in Mongolia. - Bujin Bekbulat; Pratyush Agrawal; Ryan W. Allen; Michael Baum; Buyantushig Boldbaatar; Lara P. Clark; Jargalsaikhan Galsuren; Perry Hystad; Christian L'orange; Sreekanth Vakacherla; John Volckens; Julian D. Marshall (Sensors, 2023)

HierGP: Hierarchical Grid Partitioning for Scalable Geospatial Data Analytics. - Olufunso Oje; Tashi Stirewalt; Ofer Amram; Perry Hystad; Solmaz Amiri; Assefaw Hadish Gebremedhin (ACM Trans. Spatial Algorithms Syst., 2025)