Projects and publications at various stages of growth.
Accessibility Analysis of NYC's MTA subway system.
Method for simulating 3D well screen locations from limited well log data. Groundwater.
Framework for understanding groundwater basin openness and sustainability. Water Resources Research.
Well failure risks in Central Valley despite SGMA. Nature Scientific Reports.
Web application for groundwater data visualization. International Conference on Hydroinformatics.
The nation's largest open-source geospatial dataset of U.S. water system service areas, covering 45,000 systems and 97% of the population.
Groundwater quality response to managed aquifer recharge. Water Resources Research.
Remote sensing for groundwater storage estimation. Science of the Total Environment.
R for water Resources Data Science.
Contaminant transport in complex aquifer systems. Water Resources Research.
Domestic well failure prediction and cost estimates in critically overdrafted basins.
Commentary on data needs for California's drinking water. Public Policy Institute of California.
Framework for understanding groundwater salinization in closed basins. Journal of Hydrology.
Impact of GSPs on domestic wells. Pacific Institute.
Vulnerability of domestic wells in California's Central Valley. Environmental Research Letters.
Open-source sensor network for real-time groundwater monitoring. Water.
Software citation impact assessment. IEEE Computing in Science & Engineering.
Automated water quality reports for > 3,000 California public water systems. 🏆 Winner 2019 California Water Data Challenge.
Watch a random forest grow tree by tree and see how variable importance stabilizes.
Text yourself from R when long running jobs complete.
Exploratory data analysis of California's Online State Well Completion Report Database.
Using random forests, boosting, LDA, and QDA with variable probability thresholds for global landslide classification.
An adaptation of PapR to 30,000 American Geophysical Union abstracts.