摘要
耕地是人类赖以生存的基本资源,守住耕地红线是农业发展和农业现代化建设的根基和命脉。本文以徐州市贾汪区、睢宁县、新沂市、沛县四个县区为例,基于航天宏图遥感智能解译平台(PIE-Engine AI)的DeepLabV3网络结构,实现对所选研究区耕地的识别,并对解译耕地面积进行统计与比较。研究结果表明,利用PIE-Engine AI平台可以实现耕地的快速识别,且准确性较高,可为保障徐州市耕地资源的合理利用提供一定的借鉴和参考。
Cultivated land is a basic resource for human survival,keeping the red line of cultivated land is the root and lifeblood of agricultural development and modernization construction.In this paper,four counties of Xuzhou,namely Jiawang District,Suining County,Xinyi and Pei County were took as examples,and the identification of cultivated land in the selected study area was implemented based on the network structure of DeepLabV3 of PIE-Engine AI platform to conduct statistics and comparison of the decoded cultivated land area.The research results showed that the use of the PIE-Engine AI platform could achieve rapid identification of cultivated land with high accuracy,which could provide some reference for securing the rational use of cultivated land resources in Xuzhou.
作者
张文瀚
任若天
赵银娣
朱济苍
苏晓楠
白方铄
ZHANG Wenhan;REN Ruotian;ZHAO Yindi;ZHU Jicang;SU Xiaonan;BAI Fangshuo(School of Environment and Spatial Informatics,China University of Mining and Technology,Xuzhou Jiangsu 221116,China)
出处
《北京测绘》
2023年第7期991-995,共5页
Beijing Surveying and Mapping
基金
大学生创新创业训练计划项目(202210290185Y)
教育部产学合作协同育人项目(202101162009)。
