Sensors, features, and machine learning for oil spill detection and monitoring: A review
Remote sensing technologies and machine learning (ML) algorithms play an increasingly
important role in accurate detection and monitoring of oil spill slicks, assisting scientists in …
important role in accurate detection and monitoring of oil spill slicks, assisting scientists in …
[HTML][HTML] Optical remote sensing of oil spills in the ocean: what is really possible?
Optical remote sensing (ORS) of reflected sun light has been used to assess oil spills in the
ocean for several decades. While most applications are toward simple presence/absence …
ocean for several decades. While most applications are toward simple presence/absence …
Rapid detection of the reducing sugar and amino acid nitrogen contents of Daqu based on hyperspectral imaging
H Huang, X Hu, J Tian, X Jiang, H Luo… - Journal of Food …, 2021 - Elsevier
In this research, the hyperspectral imaging technique was employed to realize the rapid and
accurate detection of the reducing sugar and amino acid nitrogen contents of Daqu during …
accurate detection of the reducing sugar and amino acid nitrogen contents of Daqu during …
Identifying oil spill types based on remotely sensed reflectance spectra and multiple machine learning algorithms
Y Li, Q Yu, M **e, Z Zhang, Z Ma… - IEEE Journal of Selected …, 2021 - ieeexplore.ieee.org
An accurate identification of oil spill types is the basis of determining the source of leakage,
evaluating the potential damage, and deciding a plan of responses for an oil spill event …
evaluating the potential damage, and deciding a plan of responses for an oil spill event …
Decision fusion of deep learning and shallow learning for marine oil spill detection
J Yang, Y Ma, Y Hu, Z Jiang, J Zhang, J Wan, Z Li - Remote Sensing, 2022 - mdpi.com
Marine oil spills are an emergency of great harm and have become a hot topic in marine
environmental monitoring research. Optical remote sensing is an important means to …
environmental monitoring research. Optical remote sensing is an important means to …
A data centered human factor analysis approach for hazardous cargo accidents in a port environment
Recently, hazardous cargo accidents such as those at Beirut and Tian** ports have raised
serious concerns over how high-risk cargoes should be handled. While the role of human …
serious concerns over how high-risk cargoes should be handled. While the role of human …
[HTML][HTML] Hyperspectral remote sensing detection of marine oil spills using an adaptive long-term moment estimation optimizer
Z Jiang, J Zhang, Y Ma, X Mao - Remote Sensing, 2021 - mdpi.com
Marine oil spills can damage marine ecosystems, economic development, and human
health. It is important to accurately identify the type of oil spills and detect the thickness of oil …
health. It is important to accurately identify the type of oil spills and detect the thickness of oil …
[HTML][HTML] The application of satellite image analysis in oil spill detection
P Tysiąc, T Strelets, W Tuszyńska - Applied Sciences, 2022 - mdpi.com
In recent years, there has been an increasing use of satellite sensors to detect and track oil
spills. The satellite bands, namely visible, short, medium infrared, and microwave radar …
spills. The satellite bands, namely visible, short, medium infrared, and microwave radar …
Fluorescent analyses of sediments and near-seabed water in the area of the WW2 shipwreck “Stuttgart”
Motorship wrecks on the seabed pose a serious threat to the marine environment due to oil
leaking from their fuel tanks. Such substances can penetrate the sediments and enter the …
leaking from their fuel tanks. Such substances can penetrate the sediments and enter the …
Oil pollutant identification based on excitation-emission matrix of UV-induced fluorescence and deep convolutional neural network
Y Li, Y Jia, X Cai, M **e, Z Zhang - Environmental Science and Pollution …, 2022 - Springer
Identifying the types of oil pollutants in a spill event can help determine the source of spill
and formulate the plan of emergency responses. Excitation-emission matrix (EEM), which is …
and formulate the plan of emergency responses. Excitation-emission matrix (EEM), which is …