A review of sources of systematic errors and uncertainties in observations and simulations at 183 GHz

作者:Brogniez Helene; English Stephen; Mahfouf Jean Francois; Behrendt Andreas; Berg Wesley; Boukabara Sid; Buehler Stefan Alexander; Chambon Philippe; Gambacorta Antonia; Geer Alan; Ingram William; Kursinski E Robert; Matricardi Marco; Odintsova Tatyana A; Payne Vivienne H; Thorne Peter W; Tretyakov Mikhail Yu; Wang Junhong
来源:Atmospheric Measurement Techniques, 2016, 9(5): 2207-2221.
DOI:10.5194/amt-9-2207-2016

摘要

Several recent studies have observed systematic differences between measurements in the 183.31 GHz water vapor line by space-borne sounders and calculations using radiative transfer models, with inputs from either radiosondes (radiosonde observations, RAOBs) or short-range forecasts by numerical weather prediction (NWP) models. This paper discusses all the relevant categories of observation-based or model-based data, quantifies their uncertainties and separates biases that could be common to all causes from those attributable to a particular cause. Reference observations from radiosondes, Global Navigation Satellite System (GNSS) receivers, differential absorption lidar (DIAL) and Raman lidar are thus overviewed. Biases arising from their calibration procedures, NWP models and data assimilation, instrument biases and radiative transfer models (both the models themselves and the underlying spectroscopy) are presented and discussed. Although presently no single process in the comparisons seems capable of explaining the observed structure of bias, recommendations are made in order to better understand the causes.

  • 出版日期2016