CloudRaednet: Residual attention-based encoder–decoder network for ground-based cloud images segmentation in nychthemeron

C Shi, Y Zhou, B Qiu - International Journal of Remote Sensing, 2022 - Taylor & Francis
Obtaining accurate cloudage information through ground-based cloud observation is of
great significance to astronomical telescope observatory site selection. This paper proposes …

A Review and Evaluation of the State of Art in Image-Based Solar Energy Forecasting: The Methodology and Technology Used

CM Travieso-González, F Cabrera-Quintero… - Applied Sciences, 2024 - mdpi.com
The increasing penetration of solar energy into the grid has led to management difficulties
that require high accuracy forecasting systems. New techniques and approaches are …

[HTML][HTML] Twenty-four-hour cloud cover calculation using a ground-based imager with machine learning

BY Kim, JW Cha, KH Chang - Atmospheric Measurement …, 2021 - amt.copernicus.org
In this study, image data features and machine learning methods were used to calculate 24
h continuous cloud cover from image data obtained by a camera-based imager on the …

Estimation of 24 h continuous cloud cover using a ground-based imager with a convolutional neural network

BY Kim, JW Cha, YH Lee - Atmospheric Measurement …, 2023 - amt.copernicus.org
In this study, we aimed to estimate cloud cover with high accuracy using images from a
camera-based imager and a convolutional neural network (CNN) as a potential alternative …

NSKY-CD: A System for Cloud Detection Based on Night Sky Brightness and Sky Temperature

L Massetti, A Materassi, F Sabatini - Remote Sensing, 2023 - mdpi.com
Cloud cover is important meteorological information that still requires expensive equipment
to be monitored from the ground, especially at night. The use of artificial lights at night …

Machine Learning Models for Approximating Downward Short-Wave Radiation Flux over the Ocean from All-Sky Optical Imagery Based on DASIO Dataset

M Krinitskiy, V Koshkina, M Borisov, N Anikin, S Gulev… - Remote Sensing, 2023 - mdpi.com
Downward short-wave (SW) solar radiation is the only essential energy source powering the
atmospheric dynamics, ocean dynamics, biochemical processes, and so forth on our planet …

Observations of nighttime clouds over Chiba, Japan, using digital cameras and satellite images

N Lagrosas, T Shiina, H Kuze - Journal of Geophysical …, 2021 - Wiley Online Library
Nighttime cloud cover (CC) is analyzed from the data observed for 34 months over Chiba,
Japan, using continuously operated digital cameras. The normal camera works in the visible …

Cloud Occlusion Probability Calculation Jointly Using Himawari-8 and CloudSat Satellite Data

X Chen, L Zhao, H Ding, D Wang, J Li, C Cao, F Zheng… - Atmosphere, 2022 - mdpi.com
Cloud occlusion is an important factor affecting flight safety and scientific observation. The
calculation of Cloud Occlusion Probability (COP) is significant for the planning of the flight …

[PDF][PDF] 双波段全天空云量观测系统研制及数据分析

王依人, 杨明, 刘达新, 夏营威, 谢婉怡, 王洪坤… - Acta Optica …, 2023 - researching.cn
摘要为实现全天时, 全天空云量观测, 提出并研制了一种双波段全天空云量观测系统.
该系统在可见光波段通过内置遮光装置和高动态范围(HDR) 图像合成技术, 可采集清晰完整的全 …

Assessment of Nighttime Cloud Cover Products from MODIS and Himawari-8 Data with Ground-Based Camera Observations

N Lagrosas, A Xiafukaiti, H Kuze, T Shiina - Remote Sensing, 2022 - mdpi.com
Comparing cloud cover (CC) products from different satellites with the same ground-based
CC dataset provides information on the similarities or differences of values among satellite …