Due to non-linear instrument response and decreasing precision, low levels of humidity pose substantial challenges to stable isotope measurements in water vapour. In ambient conditions, this is particularly relevant in cold and dry conditions, such as the polar regions, with high-elevation polar regions such as Greenland and Antarctic ice caps being most challenging. Airborne measurements in polar and mid-latitude climates, but also subsidence regions are characterized by substantial changes in ambient humidity. At FARLAB, we develop and analyse new approaches to characterise the behaviour of Picarro isotope spectrometers at low humidity levels, develop calibration protocols, and assess the potential of hydrophobic silica coatings on tubing and instrument parts to improve instrument behaviour during low humidity conditions.