无人机耕地保护通用变化监测高质量数据集

该数据集涵盖山东省不同地形、气候区耕地的无人机可见光航拍图像，专注于耕地保护变化监测，精确标注耕地非农化、非粮化及撂荒等变化类型，具备高质量像素级标签。适用于训练 AI模型，为耕地动态监管、执法督察及智慧农业提供关键数据支撑。This dataset comprises UAV visible-light aerial imagery of cultivated land across diverse terrain and climatic zones in Shandong Province, focusing on change monitoring for cultivated land protection. It features precise annotations for change categories including non-agriculturalization, non-grain cultivation and abandonment of cultivated land, alongside high-quality pixel-level labels. This dataset is applicable for training AI models and provides critical data support for dynamic cultivated land supervision, law enforcement inspection and smart agriculture.

搜集汇总

背景与挑战

背景概述

该数据集由山东慧创信息科技有限公司登记，包含山东省不同地形和气候区的耕地无人机可见光航拍图像，专注于耕地保护变化监测，精确标注了非农化、非粮化及撂荒等变化类型，具有高质量像素级标签。它适用于训练AI模型，实现自动化监测，为国土监察、农业管理和粮食安全决策提供高效数据支撑。