3 papers
stat.AP2026
An ensemble prediction method for forecasting sap flux density and water-use in temperate trees
Mengyi Gong, Rebecca Killick, Andrew Hirons
Efficient irrigation management is crucial to agriculture, forestry and horticulture, especially under climate change. Developments in novel sensors and Internet of Things technolo…
stat.AP2025
Inferring Soil Drydown Behaviour with Adaptive Bayesian Online Changepoint Analysis
Mengyi Gong, Christopher Nemeth, Rebecca Killick +2
Continuous soil-moisture measurements provide a direct lens on subsurface hydrological processes, notably the post-rainfall "drydown" phase. Because these records consist of distin…
stat.AP2024
A changepoint approach to modelling non-stationary soil moisture dynamics
Mengyi Gong, Rebecca Killick, Christopher Nemeth +1
Soil moisture dynamics provide an indicator of soil health that scientists model via drydown curves. The typical modelling process requires the soil moisture time series to be manu…