β-VAE classification accuracy results for different values of the hyperparameters β, latent dimension (ld), and learning rate (lr). Note that these results are substantially lower than those reported
Standard error estimates are provided in parentheses.a>80% coniferous basal area.b>70% deciduous basal area.cEstimated by poststratification using known pixel counts.Error matrix and accuracy estimate
本数据集基于LUCAS微观数据集,提供2010年和2015年欧盟土地覆盖验证样本,包含耕地、森林、草地等9种土地覆盖类型,共3个文件,用于土地覆盖数据的验证与分析。 LUCAS micro dataset(公开获取地址:https://ec.europa.eu/eurostat/web/lucas/data/lucas-grid)