Pressing flowers between pages…
Knowledge graph centered on Multi-method feature importance analysis with 56 nodes and 159 connections. Top connected: evapotranspiration, air temperature, precipitation, biogeochemical reactions, nitrogen retention.
Systematic feature selection using six complementary statistical methods to identify key environmental drivers of chemodiversity while reducing bias from any single technique.
Synthesized from method descriptions across 1 paper using this protocol.
Steps below were extracted from the paper that introduces this protocol — Molecular diversity of dissolved organic matter reflects macroecological patterns in river networks (2025), Scientific Reports. Implementations in other papers (listed below) may differ.