Land use and land cover maps for Amazon biome in Brazil for 2001-2019 derived from MODIS time series

This dataset contains the yearly maps of land use and land cover classification for Amazon biome, Brazil, from 2000 to 2019 at 250 meters of spatial resolution. We used image time series from MOD13Q1 product from MODIS (collection 6), with four bands (NDVI, EVI, near-infrared, and mid-infrared) as data input. A deep learning classification MLP network consisting of 4 hidden layers with 512 units was trained using a set of 33,052 time series of 12 known classes from both natural and anthropic land covers. […]

本数据集收录了巴西亚马逊生物群落自2000年至2019年间土地利用和覆盖分类的年度地图，空间分辨率为250米。数据采集自MODIS（第六版收集）的MOD13Q1产品，以包含四个波段（NDVI、EVI、近红外和中红外）的图像时间序列作为数据输入。采用包含4个隐藏层，每层512个单位的深度学习分类MLP网络，利用一组来自自然和人类活动土地覆盖的12个已知类别的33,052个时间序列进行训练。