中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
机构
地理科学与资源研究... [28]
遥感与数字地球研究所 [7]
生态环境研究中心 [3]
成都山地灾害与环境研... [1]
数学与系统科学研究院 [1]
中国科学院大学 [1]
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OAI收割 [45]
iSwitch采集 [1]
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期刊论文 [30]
SCI/SSCI论... [10]
会议论文 [6]
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2026 [2]
2025 [3]
2024 [1]
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2022 [4]
2021 [2]
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Global uncertainty of various downward shortwave solar radiation products
期刊论文
OAI收割
ENERGY, 2026, 卷号: 346, 页码: 140282
作者:
Xu, Wenchao
;
Li, Runkui
;
Guo, Tongze
;
Wang, Tianyi
;
Dong, Xinran
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2026/03/16
Solar radiation
Uncertainty
Spatial pattern
Explainable machine learning
Soil Heavy Metals for Sustainable Risk Management: A Systematic Review and a Context-Aware Method Selection Framework
期刊论文
OAI收割
SUSTAINABILITY, 2026, 卷号: 18, 期号: 4, 页码: 1893
作者:
Yang, Leqi
;
Yue, Tianxiang
;
Ma, Maohua
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2026/04/16
soil heavy metals
spatial interpolation
sustainable land management
precision environmental monitoring
method selection
context diagnosis
decision support tool
uncertainty
geostatistics
machine learning
Effects of machine learning models and spatial resolution on land cover classification accuracy in Dali County, Shaanxi, China
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF AGRICULTURAL AND BIOLOGICAL ENGINEERING, 2025, 卷号: 18, 期号: 1, 页码: 245-259
作者:
Shi, Yu
;
Jin, Ning
;
Wu, Bingyan
;
Wang, Zekun
;
Wang, Shiwen
  |  
收藏
  |  
浏览/下载:36/0
  |  
提交时间:2025/04/21
satellite data
different spatial resolutions
machine learning
land use
land cover
random forest
uncertainty
An Optimized Fusion Approach Using Multisource Satellite Soil Moisture Products With the Consideration of Geographic and Climatic Factors
期刊论文
OAI收割
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2025, 卷号: 18, 页码: 28986-28999
作者:
Yang, Yanqing
;
Zhao, Wei
;
Ding, Tao
  |  
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2025/12/23
Soil moisture
Neural networks
Accuracy
Spatial resolution
Soil measurements
Rivers
Machine learning
Uncertainty
Soil
Machine learning algorithms
Data fusion
geographic and climatic factors
machine learning
surface soil moisture
Optimization of Soil Particle Size Mapping Incorporating Spatial Autocorrelation and Attribute Similarity
期刊论文
OAI收割
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2025, 卷号: 18, 页码: 21044-21064
作者:
Qin, Liya
;
Wang, Zong
;
Zhang, Xiaoyuan
;
Liang, Boyi
;
Wang, Jia
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2025/10/20
Soil
Predictive models
Biological system modeling
Accuracy
Vegetation mapping
Reflectivity
Indexes
Random forests
Forestry
Erosion
Random forest (RF)
soil particle size
spatial distribution
two-point machine learning (TPML) model
uncertainty assessment
A new method for spatial three-dimensional prediction of soil heavy metals contamination
期刊论文
OAI收割
CATENA, 2024, 卷号: 235, 页码: 12
作者:
Shen, Fengbei
;
Xu, Chengdong
;
Wang, Jinfeng
;
Hu, Maogui
;
Guo, Guanlin
  |  
收藏
  |  
浏览/下载:60/0
  |  
提交时间:2024/01/02
Spatial pattern
Spatial stratified heterogeneity
Geodetector
Statistical model
Estimation uncertainty
BSTG-Trans: A Bayesian Spatial-Temporal Graph Transformer for Long-term Pose Forecasting
期刊论文
OAI收割
IEEE Transactions on Multimedia, 2023, 卷号: Early Access, 期号: Early Access, 页码: Early Access
作者:
Shentong Mo
;
Xin M(辛淼)
  |  
收藏
  |  
浏览/下载:33/0
  |  
提交时间:2023/04/25
long-term forecasting
spatial-temporal graph transformer
Bayesian transformer
uncertainty estimation
An adaptive uncertainty-guided sampling method for geospatial prediction and its application in digital soil mapping
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2022, 页码: 23
作者:
Zhang, Lei
;
Zhu, A-Xing
;
Liu, Junzhi
;
Ma, Tianwu
;
Yang, Lin
  |  
收藏
  |  
浏览/下载:53/0
  |  
提交时间:2022/11/09
Spatial sampling
prediction uncertainty
adaptive approach
spatial prediction
digital soil mapping
An adaptive uncertainty-guided sampling method for geospatial prediction and its application in digital soil mapping
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2022, 页码: 23
作者:
Zhang, Lei
;
Zhu, A-Xing
;
Liu, Junzhi
;
Ma, Tianwu
;
Yang, Lin
  |  
收藏
  |  
浏览/下载:83/0
  |  
提交时间:2022/11/09
Spatial sampling
prediction uncertainty
adaptive approach
spatial prediction
digital soil mapping
Spatial rough set-based geographical detectors for nominal target variables
期刊论文
OAI收割
INFORMATION SCIENCES, 2022, 卷号: 586, 页码: 525-539
作者:
Bai, Hexiang
;
Li, Deyu
;
Ge, Yong
;
Wang, Jinfeng
;
Cao, Feng
  |  
收藏
  |  
浏览/下载:43/0
  |  
提交时间:2022/09/21
Rough set
Uncertainty measure
Spatial heterogeneity
Spatial analysis
Geographical detector