Results 61 to 70 of about 3,437,660 (362)

Transformer-Based Global Zenith Tropospheric Delay Forecasting Model

open access: yesRemote Sensing, 2022
Zenith tropospheric delay (ZTD) plays an important role in high-precision global navigation satellite system (GNSS) positioning and meteorology. At present, commonly used ZTD forecasting models comprise empirical, meteorological parameter, and neural ...
Haifeng Zhang   +4 more
semanticscholar   +1 more source

Using Deep Learning to Identify Circulation Patterns of Intense Rainfall in the Beijing–Tianjing–Hebei Region

open access: yesAtmosphere, 2023
The properties and distributions of precipitation are often determined by specific synoptic patterns. Hence, the objective identification of corresponding impact patterns is an important field of research for improving rain forecasting.
Linguo Jing   +5 more
doaj   +1 more source

Rainfall Forecast Using Machine Learning with High Spatiotemporal Satellite Imagery Every 10 Minutes

open access: yesRemote Sensing, 2022
Increasing the accuracy of rainfall forecasts is crucial as an effort to prevent hydrometeorological disasters. Weather changes that can occur suddenly and in a local scope make fast and precise weather forecasts increasingly difficult to inform ...
F. Simanjuntak   +4 more
semanticscholar   +1 more source

Delineation of high resolution climate regions over the Korean Peninsula using machine learning approaches [PDF]

open access: yes, 2019
In this research, climate classification maps over the Korean Peninsula at 1 km resolution were generated using the satellite-based climatic variables of monthly temperature and precipitation based on machine learning approaches.
Im, Jungho   +6 more
core   +1 more source

Reconstruction of All-Weather Daytime and Nighttime MODIS Aqua-Terra Land Surface Temperature Products Using an XGBoost Approach

open access: yesRemote Sensing, 2021
Generating spatiotemporally continuous land surface temperature (LST) data is in great demand for hydrology, meteorology, ecology, environmental studies, etc.
Weiwei Tan   +3 more
semanticscholar   +1 more source

From Predicting Solar Activity to Forecasting Space Weather: Practical Examples of Research-to-Operations and Operations-to-Research

open access: yes, 2013
The successful transition of research to operations (R2O) and operations to research (O2R) requires, above all, interaction between the two communities.
A. Pulkkinen   +29 more
core   +1 more source

Aerosol's optical and physical characteristics and direct radiative forcing during a shamal dust storm, a case study [PDF]

open access: yesAtmospheric Chemistry and Physics, 2014
Dust aerosols are analyzed for their optical and physical properties during an episode of a dust storm that blew over Kuwait on 26 March 2003 when the military Operation Iraqi Freedom was in full swing.
T. M. Saeed, H. Al-Dashti, C. Spyrou
doaj   +1 more source

Adaptive neuro fuzzy inference system for predicting sub-daily Zenith Wet Delay

open access: yesGeodesy and Geodynamics, 2022
In recent years, the focus of tropospheric studies has evolved to GNSS meteorology and weather forecasting. The Zenith Wet Delay (ZWD), which might be assembled to the Integrated Water Vapour (IWV), is an essential component of the tropospheric delay ...
Jareer Mohammed
doaj   +1 more source

Development of Contents on the Marine Meteorology Service by Meteorology and Climate Big Data

open access: yes, 2016
Currently, there is increasing demand for weather information, however, providing meteorology and climate information is limited. In order to improve them, supporting the meteorology and climate big data platform use and training the meteorology and ...
H. Yoon
semanticscholar   +1 more source

Day-Ahead Wind Power Forecasting in Poland Based on Numerical Weather Prediction

open access: yesEnergies, 2021
The role of renewable energy sources in the Polish power system is growing. The highest share of installed capacity goes to wind and solar energy. Both sources are characterized by high variability of their power output and very low dispatchability ...
B. Bochenek   +7 more
semanticscholar   +1 more source

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