State-Space Universal Dynamic Equations for Recovering Complex Ecological Dynamics from Time Series Data: A Method for Inferring Nonlinear Dynamics and Forecasting Ecosystem Change
State-space universal dynamic equations (UDEs) effectively model and forecast complex ecological dynamics from time series data by combining the flexibility of neural networks with the interpretability of ecological theory.