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Can deep learning beat numerical weather prediction? [PDF]

Philosophical Transactions Series A, Mathematical, Physical, and Engineering Sciences, 2021
Amirpasha Mozaffari, Bing Gong, Felix Kleinert   +2 more
exaly   +2 more sources

Informer-Based Temperature Prediction Using Observed and Numerical Weather Prediction Data [PDF]

Sensors, 2023
Hong Kook Kim, Kim Hong Kook
exaly   +2 more sources

Extension of the WRF-Chem volcanic emission preprocessor to integrate complex source terms and evaluation for different emission scenarios of the Grimsvötn 2011 eruption [PDF]

Natural Hazards and Earth System Sciences, 2020
Volcanic eruptions may generate volcanic ash and sulfur dioxide (SO2) plumes with strong temporal and vertical variations. When simulating these changing volcanic plumes and the afar dispersion of emissions, it is important to provide the best available ...
M. Hirtl, M. Hirtl, B. Scherllin-Pirscher, M. Stuefer, D. Arnold, D. Arnold, R. Baro, C. Maurer, M. D. Mulder   +8 more
doaj   +1 more source

Spatiotemporal Multivariate Weather Prediction Network Based on CNN-Transformer [PDF]

Sensors
Lianlei Lin, Zongwei Zhang
exaly   +2 more sources

NOAA MODIS SST Reanalysis Version 1

Remote Sensing, 2023
The first NOAA full-mission reanalysis (RAN1) of the sea surface temperature (SST) from the two Moderate Resolution Imaging Spectroradiometers (MODIS) onboard Terra (24 February 2000–present) and Aqua (4 July 2002–present) was performed.
Olafur Jonasson, Alexander Ignatov, Boris Petrenko, Victor Pryamitsyn, Yury Kihai   +4 more
doaj   +1 more source

JPSS VIIRS SST Reanalysis Version 3

Remote Sensing, 2022
The 3rd full-mission reanalysis (RAN3) of global sea surface temperature (SST) with a 750 m resolution at nadir is available from VIIRS instruments flown onboard two JPSS satellites: NPP (February 2012–present) and N20 (January 2018–present).
Olafur Jonasson, Alexander Ignatov, Victor Pryamitsyn, Boris Petrenko, Yury Kihai   +4 more
doaj   +1 more source

Space Weather Environment During the SpaceX Starlink Satellite Loss in February 2022

Space Weather, 2022
On 3 February 2022, SpaceX Starlink launched and subsequently lost 38 of 49 satellites due to enhanced neutral density associated with a geomagnetic storm.
Tzu‐Wei Fang, Adam Kubaryk, David Goldstein, Zhuxiao Li, Tim Fuller‐Rowell, George Millward, Howard J. Singer, Robert Steenburgh, Solomon Westerman, Erik Babcock   +9 more
doaj   +1 more source

Towards Improved Quality Control of In Situ Sea Surface Temperatures from Drifting and Moored Buoys in the NOAA iQuam System

Applied Sciences, 2023
The NOAA in situ Sea Surface Temperature (SST) Quality Monitor (iQuam) online system collects in situ SSTs from various sources, performs quality control (QC), and provides QC’ed data to users.
Boris Petrenko, Alexander Ignatov, Victor Pryamitsyn, Olafur Jonasson   +3 more
doaj   +1 more source

Weather-Predictions [PDF]

Science, 1888
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Tropical cyclone track and intensity prediction skill of GFS model over NIO during 2019 & 2020

Tropical Cyclone Research and Review, 2022
The Tropical Cyclone (TC) track prediction using different NWP models and its verification is the critical task to provide prior knowledge about the model errors, which is beneficial for giving the model guidance-based real-time cyclone warning ...
Ch. Sridevi, D.R. Pattanaik, A.K. Das, Akhil Srivastava, V.R. Durai, C.J. Johny, Medha Deshpande, P. Suneetha, Radhika Kanase   +8 more
doaj   +1 more source