Multitechnique Rain Classification From Ground-Based Measurements Over a Tropical Location

被引:3
|
作者
Halder, Tuhina [1 ]
Maitra, Animesh [2 ]
机构
[1] MAKAUT, Budge Budge Inst Technol, Dept Elect & Commun Engn, Kolkata 700064, India
[2] Univ Calcutta, Inst Radio Phys & Elect, Kolkata 700073, India
来源
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 2020年 / 58卷 / 07期
关键词
Rain; Temperature measurement; Atmospheric measurements; Radar; Frequency measurement; Clouds; Mathematical model; Atmospheric electric field; area under curve (AUC); convective; decision boundary; logistic regression; mixed rain types; moment method; stratiform; MELTING LAYER; SIZE DISTRIBUTIONS; RADAR; PRECIPITATION; CLOUD; AREA;
D O I
10.1109/TGRS.2020.2971504
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
This article aims to classify precipitation into two categories, namely stratiform and convective. Multiple techniques, such as utilizing the micro rain radar (MRR), electric field monitor (EFM), radiometer, and disdrometer measurements, have been deployed for this purpose, at a tropical location Kolkata, India. A new rain classification technique, using logistic regression modeling of the sixth to third moment ratio (M6/M3), has been proposed. Classification of rain types based on the new technique shows high consistency with that based on radar reflectivity (Z) values obtained from disdrometer measurements. This article also distinguishes mixed rain from stratiform and convective rain. The observations on the bright band structure by MRR and on differential brightness temperature at 31.4 and 22.23 GHz by a radiometer are utilized to classify mixed rain types. Although the EFM measurements do not classify rain types directly, they give a distinct signature of the impending stratiform/convective rain events. A comparative analysis between the percentage of stratiform and convective rain durations shows significant dominance of stratiform rain over convective rain. At the present location, the convective phenomenon shows higher occurrences during the pre-monsoon period compared to the monsoon period.
引用
收藏
页码:5023 / 5031
页数:9
相关论文
共 50 条
  • [1] Validation of ground-based microwave radiometer measurements over a tropical coastal station
    Renju, R.
    Raju, Suresh C.
    Davis, Edwin V.
    Mathew, Nizy
    Moorthy, K. Krishna
    2019 URSI ASIA-PACIFIC RADIO SCIENCE CONFERENCE (AP-RASC), 2019,
  • [2] RAIN DETECTION FROM GROUND-BASED RADIOMETRIC MEASUREMENTS: VALIDATION AGAINST RAIN SENSOR OBSERVATIONS
    Bosisio, Ada Vittoria
    Cadeddu, Maria P.
    2015 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2015, : 2323 - 2326
  • [3] Rain drop size distribution over a tropical Indian station using ground-based Disdrometer
    Kunhikrishnan, P. K.
    Sivaraman, B. R.
    Kumar, N. V. P. Kiran
    Alappattu, Denny P.
    REMOTE SENSING OF THE ATMOSPHERE AND CLOUDS, 2006, 6408
  • [4] Rain Microphysical Features as Observed from Ground Based Radar and Disdrometer at a Tropical Location
    Majumder, Souvik
    Adhikari, Arpita
    Maitra, Animesh
    2015 6TH INTERNATIONAL CONFERENCE ON COMPUTERS AND DEVICES FOR COMMUNICATION (CODEC), 2015,
  • [5] Rain Attenuation over Earth Space Path from Radar and Propagation Measurements at Tropical Location
    Guha, Bijay Kumar
    Nandy, Bidisha
    Chakraborty, Rohit
    Maitra, Animesh
    2015 6TH INTERNATIONAL CONFERENCE ON COMPUTERS AND DEVICES FOR COMMUNICATION (CODEC), 2015,
  • [6] Retrieval of Rainfall by Combining Rain Gauge, Ground-Based Radar and Satellite Measurements over Phimai, Thailand
    Wetchayont, Parichat
    Hayasaka, Tadahiro
    Satomura, Takehiko
    Katagiri, Shuichiro
    Baimoung, Somchai
    SOLA, 2013, 9 : 166 - 169
  • [7] Dynamical evolution of vertical profile of rain structures observed using ground-based radar over a tropical station
    Ojo, J. S.
    Akoma, D. B.
    Olurotimi, E. O.
    HELIYON, 2021, 7 (04)
  • [8] COMPARISON OF DUAL-POLARIZATION RADAR MEASUREMENTS OF RAIN WITH GROUND-BASED DISDROMETER MEASUREMENTS
    GODDARD, JWF
    CHERRY, SM
    BRINGI, VN
    JOURNAL OF APPLIED METEOROLOGY, 1982, 21 (02): : 252 - 256
  • [9] Investigation of tropical rain cells with ERS SAR imagery and ground-based weather radar
    Kasilingam, D
    Lin, II
    Lim, H
    Khoo, V
    Alpers, W
    Lim, TK
    THIRD ERS SYMPOSIUM ON SPACE AT THE SERVICE OF OUR ENVIRONMENT, VOLS. II & III, 1997, 414 : 1603 - 1608
  • [10] Changes in rain and snow over the Tibetan Plateau based on IMERG and Ground-based observation
    Li, Donghuan
    Qi, Youcun
    Chen, Deliang
    JOURNAL OF HYDROLOGY, 2022, 606