Land subsidence simulation in the east of Beijing plain based on the AM-LSTM Network

CAO Xinyu; ZHU Lin; GONG Huili; GUO Lin; WEI Yujiao; GUO Tao; CHEN Beibei; WANG Haigang; LI Huijun

doi:10.11834/jrs.20211297

Regional Land Subsidence | Views:1990Downloads:2130CSCD:11

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Land subsidence simulation in the east of Beijing plain based on the AM-LSTM Network
- role：First author第一作者
- Affiliation：
  College of Resources Environment and Tourism, Capital Normal University, Beijing 100048, China
  Laboratory of Water Resources Security, Capital Normal University, Beijing 100048, China
  Laboratory Cultivation Base of Environment Process and Digital Simulation, Capital Normal University, Beijing 100048, China
- Email：rainxinyucao@163.com
- Introduction：曹鑫宇，研究方向为地表形变监测。E-mail： rainxinyucao@163.com
CAO Xinyu
123 * ,
- role：Corresponding author通信作者
- Affiliation：
  College of Resources Environment and Tourism, Capital Normal University, Beijing 100048, China
  Laboratory of Water Resources Security, Capital Normal University, Beijing 100048, China
  Laboratory Cultivation Base of Environment Process and Digital Simulation, Capital Normal University, Beijing 100048, China
  Key Laboratory of Mechanism, Prevention and Mitigation of Land Subsidence, Capital Normal University, Beijing 100048, China
  Observation and Research Station of Groundwater and Land Subsidence in Beijing-Tianjin-Hebei Plain, MNR, Beijing 100081, China
- Email：lin.zhu@cnu.edu.cn
- Introduction：朱琳，研究方向为信息水文地质。E-mail： lin.zhu@cnu.edu.cn
ZHU Lin
12347 * ,
- Affiliation：
  College of Resources Environment and Tourism, Capital Normal University, Beijing 100048, China
  Laboratory of Water Resources Security, Capital Normal University, Beijing 100048, China
  Laboratory Cultivation Base of Environment Process and Digital Simulation, Capital Normal University, Beijing 100048, China
  Key Laboratory of Mechanism, Prevention and Mitigation of Land Subsidence, Capital Normal University, Beijing 100048, China
  Observation and Research Station of Groundwater and Land Subsidence in Beijing-Tianjin-Hebei Plain, MNR, Beijing 100081, China
GONG Huili
12347 * ,
- Affiliation：
  College of Resources Environment and Tourism, Capital Normal University, Beijing 100048, China
  Laboratory of Water Resources Security, Capital Normal University, Beijing 100048, China
  Laboratory Cultivation Base of Environment Process and Digital Simulation, Capital Normal University, Beijing 100048, China
  Key Laboratory of Mechanism, Prevention and Mitigation of Land Subsidence, Capital Normal University, Beijing 100048, China
  Observation and Research Station of Groundwater and Land Subsidence in Beijing-Tianjin-Hebei Plain, MNR, Beijing 100081, China
GUO Lin
12347 * ,
- Affiliation：
  College of Resources Environment and Tourism, Capital Normal University, Beijing 100048, China
  Laboratory of Water Resources Security, Capital Normal University, Beijing 100048, China
  Laboratory Cultivation Base of Environment Process and Digital Simulation, Capital Normal University, Beijing 100048, China
WEI Yujiao
123 * ,
- Affiliation：
  Institute of Remote Sensing and Digital Agriculture, Sichuan Academy of Agricultural Sciences, Chengdu 610066, China
GUO Tao
5 * ,
- Affiliation：
  College of Resources Environment and Tourism, Capital Normal University, Beijing 100048, China
  Laboratory of Water Resources Security, Capital Normal University, Beijing 100048, China
  Laboratory Cultivation Base of Environment Process and Digital Simulation, Capital Normal University, Beijing 100048, China
  Key Laboratory of Mechanism, Prevention and Mitigation of Land Subsidence, Capital Normal University, Beijing 100048, China
CHEN Beibei
1234 * ,
- Affiliation：
  Institute of Geological Environment Monitoring, China Geological Survey, Beijing 100081, China
  Observation and Research Station of Groundwater and Land Subsidence in Beijing-Tianjin-Hebei Plain, MNR, Beijing 100081, China
WANG Haigang
67 * ,
- Affiliation：
  College of Resources Environment and Tourism, Capital Normal University, Beijing 100048, China
  Laboratory of Water Resources Security, Capital Normal University, Beijing 100048, China
  Laboratory Cultivation Base of Environment Process and Digital Simulation, Capital Normal University, Beijing 100048, China
LI Huijun
123 *
Vol. 26, Issue 7, Pages: 1302-1314(2022)
DOI：10.11834/jrs.20211297
Accepted：

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Land subsidence simulation in the east of Beijing plain based on the AM-LSTM Network

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Land subsidence simulation in the east of Beijing plain based on the AM-LSTM Network

CAO Xinyu

ZHU Lin

GONG Huili

GUO Lin

WEI Yujiao

GUO Tao

CHEN Beibei

WANG Haigang

LI Huijun

DOI：10.11834/jrs.20211297

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Figs( 27 ) Tabs( 3 )

References

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