Remote sensing identification of idling risk for rural residential land by integrating synergistic features of night-time light attenuation and vegetation enhancement

DIAO Yuanyuan; GUO Lina; NIU Zhenguo; JIA Yuna; JIANG Guanghui

doi:10.11834/jrs.20266106

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Remote sensing identification of idling risk for rural residential land by integrating synergistic features of night-time light attenuation and vegetation enhancement
“The research team from Zhangjiakou City, Hebei Province, integrated terrain constraints and multi-source temporal vitality characteristics to establish a collaborative recognition system of deep learning and machine learning. They explored the risk identification of idle rural residential land under complex terrain and provided a solution to the problem of monitoring inefficient construction land in large-scale rural areas.”
- role：First author第一作者
- Affiliation：
  College of Mining Engineering, North China University of Science and Technology, Tangshan 063210, China
- Email：1372713764@qq.com
- Introduction：刁媛媛，研究方向为多源数据融合、遥感数据分析与农村土地资源监测。E-mail： 1372713764@qq.com
DIAO Yuanyuan
1 * ,
- role：Corresponding author通信作者
- Affiliation：
  College of Mining Engineering, North China University of Science and Technology, Tangshan 063210, China
  Hebei Key Laboratory of Mining Development and Security Technology, Tangshan 063210, China
- Email：guolina1101@163.com
- Introduction：郭力娜，研究方向为土地评价与可持续利用、土地利用信息技术。E-mail：guolina1101@163.com
GUO Lina
12 * ,
- Affiliation：
  School of Remote Sensing Science and Technology, Aerospace Information University (under preparation), Jinan 250200, China
NIU Zhenguo
3 * ,
- Affiliation：
  College of Mining Engineering, North China University of Science and Technology, Tangshan 063210, China
JIA Yuna
1 * ,
- Affiliation：
  Faculty of Geographical Science, Beijing Normal University, Beijing 102206, China
JIANG Guanghui
4 *
Pages: 1-17(2026)
DOI：10.11834/jrs.20266106
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Remote sensing identification of idling risk for rural residential land by integrating synergistic features of night-time light attenuation and vegetation enhancement

DIAO Yuanyuan

GUO Lina

NIU Zhenguo

JIA Yuna

JIANG Guanghui

DOI：10.11834/jrs.20266106

Full Text(HTML)

Figs( 21 ) Tabs( 7 )

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