Exploring machine learning techniques to retrieve sea surface temperatures from passive microwave measurements

E Alerskans, ASP Zinck, P Nielsen-Englyst… - Remote Sensing of …, 2022 - Elsevier
Two machine learning (ML) models are investigated for retrieving sea surface temperature
(SST) from passive microwave (PMW) satellite observations from the Advanced Microwave …

Construction of a climate data record of sea surface temperature from passive microwave measurements

E Alerskans, JL Høyer, CL Gentemann… - Remote Sensing of …, 2020 - Elsevier
A statistical regression-based microwave sea surface temperature (SST) retrieval algorithm
has been developed within the European Space Agency Climate Change Initiative (ESA …

Impact of channel selection on SST retrievals from passive microwave observations

P Nielsen-Englyst, JL Høyer, E Alerskans… - Remote Sensing of …, 2021 - Elsevier
Two retrieval algorithms developed as a part of the European Space Agency Climate
Change Initiative (ESA-CCI) project are used to assess the effects of withholding …

Upper ocean response to two sequential tropical cyclones over the northwestern Pacific Ocean

J Ning, Q Xu, T Feng, H Zhang, T Wang - Remote Sensing, 2019 - mdpi.com
The upper ocean thermodynamic and biological responses to two sequential tropical
cyclones (TCs) over the Northwestern Pacific Ocean were investigated using multi-satellite …

Remote sensing analysis of typhoon-induced storm surges and sea surface cooling in Chinese coastal waters

X Li, G Han, J Yang, C Wang - Remote Sensing, 2023 - mdpi.com
Inthis study, remote sensing measurements were utilized to examine the characteristics of
storm surges and sea surface cooling in Chinese coastal waters caused by typhoons …

Variational based estimation of sea surface temperature from split-window observations of INSAT-3d/3dr imager

RK Gangwar, PK Thapliyal - Remote Sensing, 2020 - mdpi.com
Infrared (IR) radiometers from geostationary (GEO) satellites have an advantage over low-
earth orbiting (LEO) satellites as they provide continuous observations to monitor the diurnal …

[PDF][PDF] Paper II: Exploring machine learning techniques to retrieve sea surface temperatures from passive microwave measurements

E Alerskans, P Nielsen-Englyst - Surface Temperatures of the Arctic …, 2023 - orbit.dtu.dk
Two machine learning (ML) models are investigated for retrieving sea surface temperature
(SST) from passive microwave (PMW) satellite observations from the Advanced Microwave …

[PDF][PDF] Paper III: Impact of channel selection on SST retrievals from passive microwave observations

P Nielsen-Englyst - Surface Temperatures of the Arctic Oceans, 2023 - orbit.dtu.dk
Two retrieval algorithms developed as a part of the European Space Agency Climate
Change Initiative (ESA-CCI) project are used to assess the effects of withholding …

Biogeochemical Response of the Upper Ocean to Two Sequential Tropical Cyclones

J Ning, Q Xu - 2021 IEEE International Geoscience and …, 2021 - ieeexplore.ieee.org
Satellite observations and in situ BGC-Argo profiles are used to explore the impacts of two
sequential tropical cyclones (TCs) Man-yi and Pabuk in 2013 on the distribution of …

[PDF][PDF] Paper I: Construction of a climate data record of sea surface temperature from passive microwave measurements

CD Nielsen-Englyst - Surface Temperatures of the Arctic Oceans, 2023 - orbit.dtu.dk
ABSTRACT A statistical regression-based microwave sea surface temperature (SST)
retrieval algorithm has been developed within the European Space Agency Climate Change …