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Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
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地理科学与资源研... [187]
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CA-STIM: an interpolation model with spatio-temporal evolution characteristics and cross-attention mechanism for 2D island morphology sequences
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF DIGITAL EARTH, 2025, 卷号: 18, 期号: 1, 页码: 2513591
作者:
Zhang, Peng
;
Wu, Wenzhou
;
Shi, Shaochen
;
Li, Fengyu
;
Su, Fenzhen
  |  
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2025/07/18
Spatial morphology evolution of islands
interpolation
cross attention
feature fusion
deep learning
A Spatiotemporal Dataset of Soil Properties in Northeast China Based on Soil Sampling and Interpolation From 2009 to 2020
期刊论文
OAI收割
GEOSCIENCE DATA JOURNAL, 2025, 卷号: 12, 期号: 3, 页码: e70012
作者:
Li, Shuzhen
;
Wang, Jieyong
;
Lin, Xu
;
Liu, Yaqun
  |  
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2025/07/18
agricultural practices
Northeast China
soil testing
spatiotemporal kriging interpolation
spatiotemporal soil dataset
Advancing ecological restoration: A novel 3D interpolation method for assessing ammonia-nitrogen pollution in rare earth mining areas
期刊论文
OAI收割
EXPERT SYSTEMS WITH APPLICATIONS, 2025, 卷号: 276, 页码: 127192
作者:
Nie, Shengdong
  |  
收藏
  |  
浏览/下载:48/0
  |  
提交时间:2025/04/21
Ammonia nitrogen
Hierarchical modeling
Geostatistics
Bayesian prediction
Three-dimensional spatial interpolation
Research on Time Series Interpolation and Reconstruction of Multi-Source Remote Sensing AOD Product Data Using Machine Learning Methods
期刊论文
OAI收割
ATMOSPHERE, 2025, 卷号: 16, 期号: 6, 页码: 655
作者:
Wang, Huifang
;
Wang, Min
;
Jiang, Pan
;
Ma, Fanshu
;
Gao, Yanhu
  |  
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2025/07/18
FY-3D/4A
AODHi-8
AHI
Modis
HGALSS
machine learning algorithms
daily monitoring
interpolation and reconstruction
A real-time monitoring method of natural gas leakage and diffusion in well site of salt cavern gas storage
期刊论文
OAI收割
MEASUREMENT, 2025, 卷号: 245, 页码: 13
作者:
Chen, Feng
;
Zou, Xianjian
;
Hu, Hao
;
Chen, Jiasong
  |  
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2025/06/27
Gas storage well site
Gas leakage
Data interpolation
Leakage source
Risk management
Spatial interpolation of cropland soil bulk density by increasing soil samples with filled missing values
期刊论文
OAI收割
SCIENTIFIC REPORTS, 2025, 卷号: 15, 期号: 1, 页码: 8008
作者:
Li, Aiwen
;
Cheng, Jinli
;
Chen, Dan
;
Li, Wendan
;
Mao, Yaruo
  |  
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2025/04/21
Soil bulk density
Spatial interpolation
Incomplete historical soil dataset
Data imputation
Sichuan basin
Fatigue Short Crack Growth Prediction of Additively Manufactured Alloy Based on Ensemble Learning
期刊论文
OAI收割
FATIGUE & FRACTURE OF ENGINEERING MATERIALS & STRUCTURES, 2025, 页码: 19
作者:
Huang QH(黄庆辉)
;
Hu, Dianyin
;
Wang, Rongqiao
;
Sergeichev, Ivan
;
Sun JY(孙经雨)
  |  
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2025/02/24
ensemble learning
fatigue life
interpolation
multiple crack initiation
short crack growth rate
A spatiotemporal comprehensive constraint interpolation method for missing values in monthly composite Suomi-NPP VIIRS Cloud Mask images
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF DIGITAL EARTH, 2024, 卷号: 17, 期号: 1, 页码: 20
作者:
Liu, Qingyun
;
Fan, Junfu
;
Zuo, Jiwei
;
Shen, Yunpeng
;
Li, Kuan
  |  
收藏
  |  
浏览/下载:35/0
  |  
提交时间:2024/08/30
VIIRS Cloud Mask
temporal interpolation methods
spatiotemporal comprehensive constraint interpolation
spatial autocorrelation
inverse distance weight
High resolution soil moisture mapping in 3D space and time using machine learning and depth functions
期刊论文
OAI收割
GEODERMA, 2024, 卷号: 452, 页码: 117117
作者:
Zhang, Mo
;
Ge, Yong
;
Heuvelink, Gerard B. M.
;
Ma, Yuxin
  |  
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2025/01/17
Spatial interpolation
Downscaling method
Random forest
Equal-area spline depth function
Knowledge-driven approach
An explainable spatial interpolation method considering spatial stratified heterogeneity
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2024, 卷号: N/A
作者:
  |  
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2024/12/20
Spatial interpolation
spatial association
spatial heterogeneity
explainability