Research on Modeling Weighted Average Temperature Based on the Machine Learning Algorithms
Atmosphere, 2023 In response to the nonlinear fitting difficulty of the traditional weighted average temperature (Tm) modeling, this paper proposed four machine learning (ML)-based Tm models.
Kai Li +5 more
doaj +1 more source
Performance of Forecasts of Hurricanes with and without Upper-Level Troughs over the Mid-Latitudes
Atmosphere, 2020 We investigated the accuracy of operational medium-range ensemble forecasts for 29 Atlantic hurricanes between 2007 and 2019. Upper-level troughs with strong wind promoted northward movement of hurricanes over the mid-latitudes. For hurricanes with upper-
Kazutoshi Sato +2 more
doaj +1 more source
Remote Sensing, 2023 Global Navigation Satellite System (GNSS) Radio Occultation (RO) data play an essential role in improving numerical weather prediction (NWP) and monitoring climate change.
Xin Jing +5 more
doaj +1 more source
Validation of precipitable water from ECMWF model analyses with GPS and radiosonde data during the MAP SOP [PDF]
, 2005 Precipitable water vapour contents (PWCs) from European Centre for Medium-Range Weather Forecasts (ECMWF) analyses have been compared with observations from 21 ground-based Global Positioning System receiving stations (GPS) and 14 radiosonde stations (RS)
Flamant, Cyrille +11 more
core +1 more source
Tropospheric Gravity Waves Increase the Likelihood of Double Tropopauses
Geophysical Research Letters, 2023 The tropopause region is crucial for the stratosphere‐troposphere exchange (STE) and acts as an indicator of climate change. Double tropopauses (DTs) act to increase the STE process but their driving mechanisms remain an open question.
Jia Shao +5 more
doaj +1 more source
Assessment of the Homogeneity of Long-Term Multi-Mission RO-Based Temperature Climatologies
Remote Sensing, 2021 Atmospheric data obtained from the radio occultation (RO) technique are a well-recognized source of information for weather and climate studies.
Zhen Shen +6 more
doaj +1 more source
Assessment of the potential of MERIS near-infrared water vapour products to correct ASAR interferometric measurements [PDF]
, 2006 Atmospheric water vapour is a major limitation for high precision Interferometric Synthetic Aperture Radar (InSAR) applications due to its significant impact on microwave signals.
Li, Z. +5 more
core +1 more source
Sensors, 2018 Radiosonde is extensively used for understanding meteorological parameters in the vertical direction. Four typhoon events, including three landfalls (MERANTI, NEPARTAK, and MEGI) and one non-landfall (MALAKAS), were chosen in analysing the precipitable ...
Xu Tang +6 more
doaj +1 more source
Real-Time Water Vapor Maps from a GPS Surface Network: Construction, Validation, and Applications [PDF]
, 2009 In this paper the construction of real-time integrated water vapor (IWV) maps from a surface network of global positioning system (GPS) receivers is presented.
Holleman, I. +2 more
core +1 more source
Radiosonde measurements from Neumayer Station (2020-02)
, 2021 The meteorological observatory Neumayer typically launches one radiosonde per day around 12UTC. At least weekly the sonde has an ozone sensor attached. Sondes are released from the roof of the station building. The measurement interval of the raw data is
Jörss, Anna-Marie, Schmithüsen, Holger
core +1 more source