Instruments that use absorption of laser light to measure isotopic concentrations in water are advancing our understanding of the water cycle, but for some sample types these instruments suffer from major biases caused by organic compounds. A new dataset of water from >1800 plant and soil samples shows that these effects are common and severe for many plant species but can be mathematically corrected to obtain high-quality research data.