2016-2020年全国保护性耕作/常规耕作农田分类数据集

基于Sentinel-2遥感产品，使用来自文献调研和目视解译产生的保护性/常规耕作样本点，通过交叉验证方法训练随机森林分类器，生成了2016-2020年全国保护性耕作/常规耕作农田分类数据集。分类代码：0值代表非农田，1值表示第一季生长季为保护性耕作农田，2值表示第二季生长季为保护性耕作农田，10值表示常规耕作农田。

Based on Sentinel-2 remote sensing products, conservation tillage/conventional tillage sample points obtained from literature review and visual interpretation were adopted. A random forest classifier was trained using cross-validation, and a national-scale farmland classification dataset for conservation tillage and conventional tillage covering the period from 2016 to 2020 was developed. The classification codes are specified as follows: 0 represents non-farmland; 1 indicates conservation tillage farmland in the first growing season; 2 indicates conservation tillage farmland in the second growing season; 10 denotes conventional tillage farmland.

搜集汇总

背景与挑战

背景概述

该数据集为2016-2020年全国保护性耕作/常规耕作农田分类数据，基于Sentinel-2遥感产品和随机森林分类器生成，分类代码明确区分农田类型。数据公开共享，需遵循特定引用规范。