Matches in SemOpenAlex for { <https://semopenalex.org/work/W4381949929> ?p ?o ?g. }
Showing items 1 to 65 of
65
with 100 items per page.
- W4381949929 abstract "Ship emissions are important contributor to air pollution and the climate through interacting with clouds. They are the dominant anthropogenic source over the oceans. However, their magnitudes still have large uncertainty. Here we develop a deep learning model to detect ship-emitted NO2 plumes at the pixel level in TROPOMI tropospheric NO2 data. The trained model performs well and, when applied to a year of data, it finds major shipping routes, but misses several other routes. We show that high cloudiness in these shipping routes is the culprit because clouds block signals from reach the sensor. Indeed, detected shipping routes in this study complements shipping routes detected using ship-tracks that is only available in cloudy regions. Our method can find application in several areas such as improving ship emission estimates and compliance verifications. Our method will benefit from improved tropospheric NO2 retrievals since their quality is critical for plume detection." @default.
- W4381949929 created "2023-06-26" @default.
- W4381949929 creator A5038754458 @default.
- W4381949929 creator A5039189748 @default.
- W4381949929 creator A5042983625 @default.
- W4381949929 creator A5054980846 @default.
- W4381949929 date "2023-06-25" @default.
- W4381949929 modified "2023-09-23" @default.
- W4381949929 title "Detecting ship-produced NO2 plumes and shipping routes in TROPOMI data with a deep learning model" @default.
- W4381949929 doi "https://doi.org/10.22541/essoar.168771101.14987378/v1" @default.
- W4381949929 hasPublicationYear "2023" @default.
- W4381949929 type Work @default.
- W4381949929 citedByCount "0" @default.
- W4381949929 crossrefType "posted-content" @default.
- W4381949929 hasAuthorship W4381949929A5038754458 @default.
- W4381949929 hasAuthorship W4381949929A5039189748 @default.
- W4381949929 hasAuthorship W4381949929A5042983625 @default.
- W4381949929 hasAuthorship W4381949929A5054980846 @default.
- W4381949929 hasBestOaLocation W43819499291 @default.
- W4381949929 hasConcept C111919701 @default.
- W4381949929 hasConcept C126314574 @default.
- W4381949929 hasConcept C127313418 @default.
- W4381949929 hasConcept C153294291 @default.
- W4381949929 hasConcept C205649164 @default.
- W4381949929 hasConcept C206887242 @default.
- W4381949929 hasConcept C2524010 @default.
- W4381949929 hasConcept C2775840915 @default.
- W4381949929 hasConcept C2777210771 @default.
- W4381949929 hasConcept C33923547 @default.
- W4381949929 hasConcept C39432304 @default.
- W4381949929 hasConcept C41008148 @default.
- W4381949929 hasConcept C62649853 @default.
- W4381949929 hasConcept C79974875 @default.
- W4381949929 hasConcept C9075549 @default.
- W4381949929 hasConceptScore W4381949929C111919701 @default.
- W4381949929 hasConceptScore W4381949929C126314574 @default.
- W4381949929 hasConceptScore W4381949929C127313418 @default.
- W4381949929 hasConceptScore W4381949929C153294291 @default.
- W4381949929 hasConceptScore W4381949929C205649164 @default.
- W4381949929 hasConceptScore W4381949929C206887242 @default.
- W4381949929 hasConceptScore W4381949929C2524010 @default.
- W4381949929 hasConceptScore W4381949929C2775840915 @default.
- W4381949929 hasConceptScore W4381949929C2777210771 @default.
- W4381949929 hasConceptScore W4381949929C33923547 @default.
- W4381949929 hasConceptScore W4381949929C39432304 @default.
- W4381949929 hasConceptScore W4381949929C41008148 @default.
- W4381949929 hasConceptScore W4381949929C62649853 @default.
- W4381949929 hasConceptScore W4381949929C79974875 @default.
- W4381949929 hasConceptScore W4381949929C9075549 @default.
- W4381949929 hasLocation W43819499291 @default.
- W4381949929 hasOpenAccess W4381949929 @default.
- W4381949929 hasPrimaryLocation W43819499291 @default.
- W4381949929 hasRelatedWork W2034562987 @default.
- W4381949929 hasRelatedWork W2087104936 @default.
- W4381949929 hasRelatedWork W2559987848 @default.
- W4381949929 hasRelatedWork W2777869932 @default.
- W4381949929 hasRelatedWork W2804805087 @default.
- W4381949929 hasRelatedWork W2805005654 @default.
- W4381949929 hasRelatedWork W2922422647 @default.
- W4381949929 hasRelatedWork W3148141711 @default.
- W4381949929 hasRelatedWork W4230119631 @default.
- W4381949929 hasRelatedWork W4323665194 @default.
- W4381949929 isParatext "false" @default.
- W4381949929 isRetracted "false" @default.
- W4381949929 workType "article" @default.