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Updated: May 26, 2025

Surface Mapping of Earth-like Exoplanets using Single Point Light Curves
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Surface Mapping of Earth-like Exoplanets using Single Point Light Curves

Published on: May 10, 2020

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将高斯过程机器学习和现代概率编程应用于卫星数据,以推断CO2排放

Seongeun Jeong1, Sofia D Hamilton1, Matthew S Johnson2

  • 1Energy Analysis and Environmental Impacts Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States.

Environmental science & technology
|February 24, 2025
PubMed
概括

这项研究引入了一个新的高斯过程 (GP) 机器学习 (ML) 模型,以更好地分析卫星二氧化碳数据. 该模型准确估计了排放和噪声,改善了大气逆转.

关键词:
斯过程是高斯过程.二氧化碳是二氧化碳的一种物质.排放量排放排放量排放量排放量排放量排放量机器学习是机器学习.概率编程是一种概率编程.卫星卫星卫星卫星卫星卫星卫星卫星卫星.

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