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Protocols

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6 protocols

analyticalstandardized

structure from motion

Integrates multiple spatial data layers including lidar, airborne geophysics, hyperspectral remote sensing, and satellite data to characterize hillslope properties. Computes average values and percent...

spatial data integration8 papersLidar DEM, AEM survey data...
analyticalstandardized

stable isotope analysis (Plantae)

Collection and isotopic analysis of xylem and soil water to determine plant water sources using δ18O and δ2H signatures combined with Bayesian mixing model to quantify proportional contributions from ...

geochemical6 paperssealed bags, cryogenic extraction equipment...
analyticalstandardized

Endmember splitting and mixing analysis

Uses stable isotope ratios (δ²H and δ¹⁸O) of precipitation and streamflow to quantify the relative contributions of snow versus rain to streamflow and evapotranspiration through endmember mixing and s...

isotope hydrology4 papersModel 3700 automatic samplers (Teledyne ISCO, NE, USA), 2-cm mineral oil pre-filled bottles...
analyticalstandardized

Random Forest

Random Forest regression to predict ecosystem drought sensitivity from hydrological and topographic variables. Uses bootstrapped subsampling with multiple regression trees to identify key predictive v...

machine learning4 papersR software, randomForest package
analyticalstandardized

DI water extractable organic carbon and nutrient extraction

Deionized water extraction of sediments following Gregorich and Carter (2007) to measure dissolved nutrients and organic carbon. Designed to minimize physical disruption and reflect carbon and nutrien...

nutrient extraction2 paperspolyethylene bags, Whatman GF/F filters (0.7 μm)...
analytical

Strontium isotope source tracing in plant tissues

Sequential extraction and ICP-MS analysis of soil pools and plant tissues to trace nutrient sources using 87Sr/86Sr ratios. Includes mixing model calculations to quantify proportional contributions fr...

geochemical1 paperICP-MS, centrifuge...