Protocols
7 protocols
Precipitation-Modeling Runoff System
Daily water and energy budget modeling at 100-m grid resolution using the US Geological Survey Precipitation-Modeling Runoff System (PRMS) with climate forcing from SNOTEL stations and LiDAR snow obse...
BASIN-3D data integration framework
A brokering framework that uses OGC standards to integrate heterogeneous environmental datasets from multiple sources into synthesized time-series data accessible through Python and web interfaces.
Deep learning hybrid predictive modeling for ecosystem fluxes
A novel approach combining LSTM neural networks with process-based ecological understanding to predict evapotranspiration and ecosystem respiration. The method integrates temporal pattern recognition ...
Three-phase meteorological QA/QC workflow
A comprehensive statistical framework for quality assurance and quality control of meteorological time series data involving preliminary data exploration, quality assessment with outlier detection, an...
PFLOTRAN
Numerical solution of the one-dimensional Richards equation using PFLOTRAN software to simulate soil water flow and generate synthetic soil moisture data for method testing.
Ray tracing shade mask generation
A custom ray tracing algorithm that generates shade masks for hyperspectral imagery by calculating paths between the sun, ground points, and sensor using solar geometry, sensor view angles, and digita...
electromagnetic data inversion
Inversion of AEM data to produce regional cross-sections constraining electrical properties of subsurface to ~500m depth. Creates resistivity and IP models.