基于葵花8卫星的气象用大规模多光谱云图数据集

基于葵花8卫星的气象用大规模多光谱云图数据集是一个气象用途的大规模卫星多光谱云图分类数据集。主要面向气象遥感领域研究，基于葵花8卫星观测，主要记录可见光与近红外波段的多光谱光温信息。其中包含104390个云图样本，对数据进行了17个类别的单标签、多标签的标注。数据项包含：1、包含多光谱云图样本的.npy数据文件；2、包含训练集、验证集、测试集多标签标注的.csv文件；3、包含训练集、验证集、测试集单标签标注的.csv文件。Meteorological Large-scale Multispectral Cloud Image Dataset Based on Himawari-8 Satellite is a large-scale satellite multispectral cloud image classification dataset for meteorological applications. It is primarily targeted at research in the field of meteorological remote sensing, based on observations from the Himawari-8 satellite, and mainly records multispectral light and temperature information across visible and near-infrared bands. The dataset contains a total of 104,390 cloud image samples, with all data annotated with single-label and multi-label annotations for 17 categories. The dataset includes the following items: 1. .npy data files containing multispectral cloud image samples; 2. .csv files containing multi-label annotations for the training, validation, and test sets; 3. .csv files containing single-label annotations for the training, validation, and test sets.

搜集汇总

背景与挑战

背景概述

该数据集是一个基于葵花8卫星的大规模多光谱云图分类数据集，专为气象遥感研究设计，包含104390个样本，覆盖可见光与近红外波段的光温信息，并提供了17个类别的单标签和多标签标注，支持训练、验证和测试集的划分。