Evaluation of humidity correction methods for Vaisala RS92 tropical sounding data
Journal
Journal of Atmospheric and Oceanic Technology
Journal Volume
32
Journal Issue
3
Pages
397-411
Date Issued
2015
Author(s)
Abstract
This study examines the DigiCORA and Global Climate Observing System Reference Upper-Air Network (GRUAN) humidity corrections of Vaisala RS92 radiosondes at three sites over the tropical Indian Ocean and surrounding areas during the Dynamics of the Madden-Julian Oscillation (DYNAMO) field campaign in 2011. The proprietary DigiCORA correction algorithm is built into the ground station software provided by Vaisala, whereas the GRUAN correction is an open source algorithm. Included in the GRUAN data product are uncertainty estimates for their corrections. This information is used to examine the statistical consistency of the various corrections. In general, the algorithms produce a positive relative humidity (RH) correction that increases with altitude related primarily to a solar radiation dry bias adjustment. For example, in daytime soundings the relative RH correction increases from a few percent for temperatures >0°C to 20%-40% between 100 and 200 hPa. Comparison of corrected RH vertical profiles show only small differences (on the order of a few percent or less at any given level) between the DigiCORA and GRUAN algorithms, such that these corrections are considered to be statistically consistent at most levels. In evaluating corrected humidity data with independent estimates of total precipitable water (TPW), good agreement was found at all sites between corrected sounding and ground-based microwave radiometer (MWR) estimates of TPW with mean differences ≤0.9 mm (or <2%), which is well within the uncertainty of these measurements. Overall, the correction algorithms examined herein perform well over a wide range of tropical moisture conditions. © 2015 American Meteorological Society.
Subjects
Data quality control; Global positioning systems (GPS); In situ atmospheric observations; Instrumentation/sensors; Radiosonde observations; Soundings
Other Subjects
Algorithms; Climatology; Global positioning system; Microwave devices; Open source software; Open systems; Quality control; Radiosondes; Tropics; Uncertainty analysis; Weather satellites; Data quality control; Instrumentation/sensors; Radiosonde observations; Situ atmospheric observations; Soundings; Atmospheric humidity; algorithm; atmospheric correction; data quality; GPS; precipitable water; radiosonde; relative humidity; sensor; Indian Ocean; Indian Ocean (Tropical)
Type
journal article