Examination of Humidity and Ice Supersaturation Profiles Over West Antarctica Using Ground-Based G-Band Radiometer Retrievals

被引:3
|
作者
Cadeddu, Maria P. [1 ]
Cimini, Domenico [2 ]
Ghate, Virendra [1 ]
Lubin, Dan [3 ]
Vogelmann, Andrew M. [4 ]
Silber, Israel [5 ]
机构
[1] Argonne Natl Lab, Argonne, IL 60439 USA
[2] Natl Res Council Italy, Inst Methodol Environm Anal, I-85050 Potenza, Italy
[3] Univ Calif San Diego, Scripps Inst Oceanog, San Diego, CA 92093 USA
[4] Brookhaven Natl Lab, Upton, NY 11973 USA
[5] Penn State Univ, Dept Meteorol & Atmospher Sci, University Pk, PA 16802 USA
基金
美国国家科学基金会;
关键词
Humidity; Microwave radiometry; Ocean temperature; Antarctica; Ice; Meteorology; Clouds; ice supersaturation; passive microwave remote sensing; thermodynamic profiles; water vapor; HAMSTRAD RADIOMETER; ABSORPTION MODEL; MILLIMETER-WAVE; WATER-VAPOR; TEMPERATURE; RESOLUTION; IMPACT;
D O I
10.1109/TGRS.2021.3077088
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
Humidity profiles retrieved from a ground-based millimeter-wave radiometer located at McMurdo Station, Antarctica, and the West Antarctica Ice Sheet Divide are presented, and their suitability to study the humidity of the polar climate is assessed. The dry conditions of the Antarctic winter and spring are ideal for ground-based millimeter-wave measurements, and the retrievals appear to realistically reproduce the spatial and temporal variabilities of humidity at both sites. The radiometer has the ability to capture the daily variability of very low humidity (0.5-4 g/kg) in the low-to-mid troposphere with an uncertainty of 10%-20% during the Antarctic winter, spring, and summer. Despite the coarse vertical resolution (200-600 m in the first 4 km), the retrievals provide additional information with respect to the European Centre for Medium Range Weather Forecasts (ECMWF) profiles used as background information. The radiometer is also able to realistically identify the location and frequency of supersaturated layers with respect to ice in the mid troposphere. The occurrence of supersaturated layers is correlated with the occurrence of ice clouds identified by a cloud mask. Overall, results show that ground-based microwave and millimeter-wave radiometry is a viable complement to satellite observations to provide continuous information on the thermodynamic state of the low-to-mid troposphere at high latitudes.
引用
收藏
页数:16
相关论文
共 50 条
  • [1] Retrieval of atmospheric temperature and humidity profiles over a tropical coastal station from ground-based Microwave Radiometer using deep learning technique
    Renju, R.
    Raju, C. Suresh
    Swathi, R.
    Milan, V. G.
    JOURNAL OF ATMOSPHERIC AND SOLAR-TERRESTRIAL PHYSICS, 2023, 249
  • [2] Humidity profiling in beijing from a K-band ground-based hyperspectral microwave radiometer
    Xie, Y. (xycrxycr@163.com), 1600, Electromagnetics Academy (43):
  • [3] Ozone profiles over the South Pole from ground-based retrievals and satellite data
    Nemuc, A.
    de Zafra, R. L.
    JOURNAL OF OPTOELECTRONICS AND ADVANCED MATERIALS, 2007, 9 (11): : 3533 - 3540
  • [4] 1D-VAR retrieval of temperature and humidity profiles from a ground-based microwave radiometer
    Hewison, Tim J.
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2007, 45 (07): : 2163 - 2168
  • [5] A Deep Learning Approach to Improve the Retrieval of Temperature and Humidity Profiles From a Ground-Based Microwave Radiometer
    Yan, Xing
    Liang, Chen
    Jiang, Yize
    Luo, Nana
    Zang, Zhou
    Li, Zhanqing
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 58 (12): : 8427 - 8437
  • [6] 0-10 KM TEMPERATURE AND HUMIDITY PROFILES RETRIEVAL FROM GROUND-BASED MICROWAVE RADIOMETER
    Bao Yan-song
    Cai Xi
    Qian Cheng
    Min Jin-zhong
    Lu Qi-feng
    Zuo Quan
    JOURNAL OF TROPICAL METEOROLOGY, 2018, 24 (02) : 243 - 252
  • [7] 0-10 KM TEMPERATURE AND HUMIDITY PROFILES RETRIEVAL FROM GROUND-BASED MICROWAVE RADIOMETER
    鲍艳松
    蔡僖
    钱程
    闵锦忠
    陆其峰
    左泉
    JournalofTropicalMeteorology, 2018, 24 (02) : 243 - 252
  • [8] APPLICATIONS OF QUALITY CONTROL PROCEDURES FOR TEMPERATURE AND HUMIDITY PROFILES RETRIEVED FROM GROUND-BASED MICROWAVE RADIOMETER
    Fu, Xinshu
    Gou, Yabin
    Wang, Xiaofeng
    Peng, Jie
    IGARSS 2020 - 2020 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2020, : 5450 - 5453
  • [9] Precipitation retrievals for ground-based microwave radiometer using physics-informed machine learning methods
    Wang, Wenyue
    Fan, Wenzhi
    Hocke, Klemens
    JOURNAL OF HYDROLOGY, 2025, 655
  • [10] Assessment of forecast indices over Sriharikota using ground-based microwave radiometer
    Saroja, Pushpa R.
    Rajasekhar, M.
    Rao, Papa G.
    Rajeevan, M.
    Bharathi, G.
    REMOTE SENSING OF THE ATMOSPHERE, CLOUDS, AND PRECIPITATION VI, 2016, 9876