A cloud detection method based on relationship between objects of cloud and cloud-shadow for Chinese moderate to high resolution satellite imagery

B Zhong, W Chen, S Wu, L Hu, X Luo… - IEEE Journal of …, 2017 - ieeexplore.ieee.org
Cloud detection of satellite imagery is very important for quantitative remote sensing
research and remote sensing applications. However, many satellite sensors do not have …

An integrated deep learning framework of U-Net and inception module for cloud detection of remote sensing images

A Kumthekar, GR Reddy - Arabian Journal of Geosciences, 2021 - Springer
With the increasing applications of deep learning in remote sensing image analysis, we
propose an inception U-Net architecture for automating cloud detection in multispectral …

Classification of clouds in satellite imagery using adaptive fuzzy sparse representation

W **, F Gong, X Zeng, R Fu - Sensors, 2016 - mdpi.com
Automatic cloud detection and classification using satellite cloud imagery have various
meteorological applications such as weather forecasting and climate monitoring. Cloud …

Automatic cloud detection for high spatial resolution multi-temporal images

Y Han, B Kim, Y Kim, WH Lee - Remote sensing letters, 2014 - Taylor & Francis
In this article, we propose an automatic cloud detection process for images with high spatial
resolution. First, thick cloud regions are detected by applying a simple threshold method to …

Geostationary satellite observation of precipitable water vapor using an Empirical Orthogonal Function (EOF) based reconstruction technique over Eastern China

MS Wong, X **, Z Liu, JE Nichol, S Ye, P Jiang… - Remote Sensing, 2015 - mdpi.com
Water vapor, as one of the most important greenhouse gases, is crucial for both climate and
atmospheric studies. Considering the high spatial and temporal variations of water vapor, a …

Simulating flash floods using geostationary satellite-based rainfall estimation coupled with a land surface model

DPY Suseno, TJ Yamada - Hydrology, 2020 - mdpi.com
Clarifying hydrologic behavior, especially behavior related to extreme events such as flash
floods, is vital for flood mitigation and management. However, discharge and rainfall …

A preliminary comparative study on the feasibility of a multipurpose numerical weather model for prediction of cumulonimbus clouds in indonesia

AF Rais, RM Putra, MA Fitrianto… - … on Science and …, 2022 - ieeexplore.ieee.org
Prediction of cumulonimbus (Cb) clouds in Indonesia is a necessity for civil aviation
operations. The ability comparison of numerical weather prediction (NWP) multimodel to …