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 …

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 …

Fundamental research on spring season daytime sea fog detection using MODIS in the yellow sea

JY Jeon, SH Kim, CS Yang - Korean Journal of Remote Sensing, 2016 - koreascience.kr
For the safety of sea, it is important to monitor sea fog, one of the dangerous meteorological
phenomena which cause marine accidents. To detect and monitor sea fog, Moderate …

[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 …

[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 …

Preliminary Study on Detection of Marine Heat Waves using Satellite-based Sea Surface Temperature Anomaly in 2017-2018

TH Kim, CS Yang - Journal of the Korean Society of Marine …, 2019 - koreascience.kr
In this study, marine heat waves on coastal waters of Republic of Korea were detected using
satellite-based Sea Surface Temperature Anomaly (SSTA). The detected results were …

[PDF][PDF] Analisis Penerapan Metode Gap Filling Untuk Optimalisasi Perolehan Data Suhu Permukaan Laut Bebas Awan di Selat Bali

D Jatisworo, A Murdimanto, DW Kusuma… - … Jauh dan Pengolahan …, 2019 - core.ac.uk
ABSTRAK Suhu Permukaan Laut (SPL) yang diindera dari sensor satelit inframerah
mempunyai keterbatasan yang disebabkan oleh tutupan awan. Adanya keterbatasan ini …