ZM Labe, EA Barnes - Journal of Advances in Modeling Earth …, 2021 - Wiley Online Library
It remains difficult to disentangle the relative influences of aerosols and greenhouse gases on regional surface temperature trends in the context of global climate change. To address …
Performing data assimilation (DA) at low cost is of prime concern in Earth system modeling, particularly in the era of Big Data, where huge quantities of observations are available …
H Li, X Wang, S Choy, S Wu, C Jiang… - … on Geoscience and …, 2021 - ieeexplore.ieee.org
In recent years, tropospheric products obtained from ground-based global navigation satellite system (GNSS) measurements, especially the zenith total delay (ZTD) and …
SA Boukabara, J Eyre, RA Anthes… - … and Remote Sensing …, 2021 - ieeexplore.ieee.org
The global Earth-observing satellite constellation (EOSC) is a major international asset that has developed since 1960 with a dramatic growth in size and complexity in the recent past …
H Li, X Wang, K Zhang, S Wu, Y Xu, Y Liu, C Qiu… - Journal of Atmospheric …, 2021 - Elsevier
Recent years have witnessed a growing interest in using GNSS observations to detect heavy precipitation. In this study, a neural network-based (NN-based) approach taking …
HJ Song, S Roh - Journal of Advances in Modeling Earth …, 2021 - Wiley Online Library
In this study, a neural network (NN) emulator for radiation parameterization was developed to use in an operational weather forecasting model in the Korea Meteorological …
M Rajesh, S Rehana - Journal of Hydroinformatics, 2021 - iwaponline.com
Abstract Machine learning (ML) has been increasingly adopted due to its ability to model complex and non-linearities between river water temperature (RWT) and its predictors (eg …
IG Eibedingil, TE Gill, RS Van Pelt, DQ Tong - Remote Sensing, 2021 - mdpi.com
Driven by erodible soil, hydrological stresses, land use/land cover (LULC) changes, and meteorological parameters, windblown dust events initiated from Lordsburg Playa, New …
K Peng, X Cao, B Liu, Y Guo, C Xiao, W Tian - Entropy, 2021 - mdpi.com
The variation of polar vortex intensity is a significant factor affecting the atmospheric conditions and weather in the Northern Hemisphere (NH) and even the world. However …