Segmented Vegetation-Density Drone Dataset for Peatland Vegetation Classification

Vegetation Density of Peatland Drone dataset consists of 3 density classes namely bare, softly grazed and heavily grazed. The images were taken in The Liang Anggang Protection Forest Block I in Banjarbaru, South Kalimantan, Indonesia. an area of 479 hectares of block 1 area which is filled with land such as agriculture, plantations, roads and settlements and an area of 494 hectares full of weeds. In addition, the location is also categorized as peat land. The location, especially in block 1, fulfils the characteristics and suitability of the need for data collection for land cover classification in terms of the type of vegetation density that can be seen with the human eye during observations and surveys. Bare/un-grazed typically consists of dry shrubs, soil, water, and settlements, while heavily grazed typically consists of vegetation that has a density between 15 and 30 meters. Meanwhile, softly grazed typically consists of shrubs that are 5 to 6 meters apart and fresh shrubs up to a maximum of 3 meters. Image capture was carried out from November - December 2021 using DJI Mavic Pro drone.The resolution of the acquired image is 4000 x 3000 pixel with total of 300 images, each corresponding class have 100 images and its segmentation label.泥炭地植被密度无人机数据集（Vegetation Density of Peatland Drone dataset）包含三类植被密度等级，分别为裸地、轻度放牧与重度放牧。该数据集的影像采集自印度尼西亚南加里曼丹省班贾尔巴鲁（Banjarbaru）的良昂岗第一防护林区地块。其中1号地块面积为479公顷，土地利用类型涵盖农业用地、种植园、道路与居民点；另有494公顷区域被杂草完全覆盖。此外，该区域属于泥炭地范畴，尤其是1号地块，其植被密度类型可通过目视观测与调查获取，完全适配土地覆盖分类的数据采集需求。 裸地/未放牧区域通常由干旱灌丛、土壤、水体与居民点构成；重度放牧区域的植被间距为15至30米。而轻度放牧区域通常为株距5至6米的灌丛，以及高度最高可达3米的新生灌丛。 影像采集工作于2021年11月至12月期间开展，使用大疆御Pro（DJI Mavic Pro）无人机完成。所获取的单幅影像分辨率为4000×3000像素，数据集总计包含300张影像，每类植被密度等级对应100张影像，并附带对应的分割标注（segmentation label）。