Product User Manual for the Random Forest Classifier (RFC) C++ Implementation to be used for TROPOMI CH4

This document outlines the usage of the Random Forest Classifier (RFC) Implementation in C++, tailored for cloud clearing of Tropospheric Monitoring Instrument (TROPOMI) CH4 data to be integrated into the operational processing pipeline of the European Space Agency (ESA). The RFC implementation serves as a pivotal component aimed at refining TROPOMI XCH4 measurements by effectively filtering out cloud contaminated scenes.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2024-11-28
DOI
https://doi.org/10.5281/zenodo.14186405
Primary Topic
Atmospheric and Environmental Gas Dynamics
Type
article
Field-Weighted Citation Impact
0.00
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article

Product User Manual for the Random Forest Classifier (RFC) C++ Implementation to be used for TROPOMI CH4

Zenodo (CERN European Organization for Nuclear Research)
Atmospheric and Environmental Gas Dynamics
article

Product User Manual for the Random Forest Classifier (RFC) C++ Implementation to be used for TROPOMI CH4

article en

Abstract

This document outlines the usage of the Random Forest Classifier (RFC) Implementation in C++, tailored for cloud clearing of Tropospheric Monitoring Instrument (TROPOMI) CH4 data to be integrated into the operational processing pipeline of the European Space Agency (ESA). The RFC implementation serves as a pivotal component aimed at refining TROPOMI XCH4 measurements by effectively filtering out cloud contaminated scenes.

Zenodo (CERN European Organization for Nuclear Research)
Space Research Organisation Netherlands (NL)
Life in Land
Openalex Percentile: Top 68%
Atmospheric and Environmental Gas Dynamics
DOIOpen Access PDFOpenAlex
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Product User Manual for the Random Forest Classifier (RFC) C++ Implementation to be used for TROPOMI CH4 · Zenodo (CERN European Organization for Nuclear Research) (2024) | TGRS Research Map | TGRS