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[HTML][HTML] Advanced multimodal fusion method for very short-term solar irradiance forecasting using sky images and meteorological data: A gate and transformer …
Cloud dynamics are the main factor influencing the intermittent variability of short-term solar
irradiance, and therefore affect the solar farm output. Sky images have been widely used for …
irradiance, and therefore affect the solar farm output. Sky images have been widely used for …
Cloud and cloud shadow detection for Landsat images: The fundamental basis for analyzing Landsat time series
Cloud and cloud shadow detection is an inevitable preprocessing step for analyzing
Landsat time series. This chapter provides a comprehensive review of all the relevant …
Landsat time series. This chapter provides a comprehensive review of all the relevant …
CDnet: CNN-based cloud detection for remote sensing imagery
Cloud detection is one of the important tasks for remote sensing image (RSI) preprocessing.
In this paper, we utilize the thumbnail (ie, preview image) of RSI, which contains the …
In this paper, we utilize the thumbnail (ie, preview image) of RSI, which contains the …
Multilevel cloud detection for high-resolution remote sensing imagery using multiple convolutional neural networks
In high-resolution image data, multilevel cloud detection is a key task for remote sensing
data processing. Generally, it is difficult to obtain high accuracy for multilevel cloud detection …
data processing. Generally, it is difficult to obtain high accuracy for multilevel cloud detection …
Automatic cloud detection for all-sky images using superpixel segmentation
Cloud detection plays an essential role in meteorological research and has received
considerable attention in recent years. However, this issue is particularly challenging due to …
considerable attention in recent years. However, this issue is particularly challenging due to …
A low cost, edge computing, all-sky imager for cloud tracking and intra-hour irradiance forecasting
W Richardson Jr, H Krishnaswami, R Vega… - Sustainability, 2017 - mdpi.com
With increasing use of photovoltaic (PV) power generation by utilities and their residential
customers, the need for accurate intra-hour and day-ahead solar irradiance forecasting has …
customers, the need for accurate intra-hour and day-ahead solar irradiance forecasting has …
Cloud detection method based on improved deeplabV3+ remote sensing image
J Qian, J Ci, H Tan, W Xu, Y Jiao, P Chen - IEEE Access, 2024 - ieeexplore.ieee.org
Cloud cover is a phenomenon that inevitably exists in remote sensing images, and ground
information is lost due to the presence of clouds. To a large extent, it causes degradation of …
information is lost due to the presence of clouds. To a large extent, it causes degradation of …
Camera as weather sensor: Estimating weather information from single images
WT Chu, XY Zheng, DS Ding - Journal of Visual Communication and Image …, 2017 - Elsevier
We estimate weather information from single images, as an important clue to unveil real-
world characteristics available in the cyberspace, and as a complementary feature to …
world characteristics available in the cyberspace, and as a complementary feature to …
[HTML][HTML] Deep learning to forecast solar irradiance using a six-month UTSA SkyImager dataset
Distributed PV power generation necessitates both intra-hour and day-ahead forecasting of
solar irradiance. The UTSA SkyImager is an inexpensive all-sky imaging system built using …
solar irradiance. The UTSA SkyImager is an inexpensive all-sky imaging system built using …
Boundary-aware bilateral fusion network for cloud detection
C Zhao, X Zhang, N Kuang, H Luo… - IEEE transactions on …, 2023 - ieeexplore.ieee.org
Cloud detection is one of the key technologies in the field of remote sensing. Although
extensive deep learning-based cloud detection methods achieve good performance, their …
extensive deep learning-based cloud detection methods achieve good performance, their …