2023
DOI: 10.3390/atmos14020228
|View full text |Cite
|
Sign up to set email alerts
|

Retrieval of Volcanic Ash Cloud Base Height Using Machine Learning Algorithms

Abstract: There are distinct differences between radiation characteristics of volcanic ash and meteorological clouds, and conventional retrieval methods for cloud base height (CBH) of the latter are difficult to apply to volcanic ash without substantial parameterisation and model correction. Furthermore, existing CBH inversion methods have limitations, including the involvement of many empirical formulae and a dependence on the accuracy of upstream cloud products. A machine learning (ML) method was developed for the ret… Show more

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...
1

Citation Types

0
1
0

Year Published

2024
2024
2024
2024

Publication Types

Select...
1

Relationship

0
1

Authors

Journals

citations
Cited by 1 publication
(1 citation statement)
references
References 47 publications
0
1
0
Order By: Relevance
“…The prospects in the use of hydrogen and parallel routes for the production of alternative fuels from H 2 , such as ammonia or methanol from the capture and the hydrogenation of CO 2 by H 2 , could offer an efficient pathway to decarbonize the shipping industry. 18 Indeed, an agreement for reducing greenhouse gas by 50% in 2050 emitted from marine engines has been adopted by the International Maritime Organisation. 19 Hydrogen can be used as fuel alone or mixed with natural gas, [20][21][22][23][24] gasoline 23 or diesel.…”
Section: Prospects In Hydrogen Powered Combustion Enginesmentioning
confidence: 99%
“…The prospects in the use of hydrogen and parallel routes for the production of alternative fuels from H 2 , such as ammonia or methanol from the capture and the hydrogenation of CO 2 by H 2 , could offer an efficient pathway to decarbonize the shipping industry. 18 Indeed, an agreement for reducing greenhouse gas by 50% in 2050 emitted from marine engines has been adopted by the International Maritime Organisation. 19 Hydrogen can be used as fuel alone or mixed with natural gas, [20][21][22][23][24] gasoline 23 or diesel.…”
Section: Prospects In Hydrogen Powered Combustion Enginesmentioning
confidence: 99%