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Chinese Academy of Sciences Institutional Repositories Grid
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Probabilistic storm surge forecasting in the Bohai Sea: A deep learning framework with adaptive uncertainty quantification
期刊论文
OAI收割
ESTUARINE COASTAL AND SHELF SCIENCE, 2026, 卷号: 336, 页码: 16
作者:
Su, Changyu
;
Mao, Miaohua
  |  
收藏
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浏览/下载:0/0
  |  
提交时间:2026/05/25
Storm surge forecast
Deep learning
Probability forecasting
Uncertainty quantification
Assessing the role of gridded evapotranspiration products in improving streamflow simulation and reducing hydrological modeling uncertainty
期刊论文
OAI收割
ECOLOGICAL INFORMATICS, 2026, 卷号: 95, 页码: 103698
作者:
Li, Minxin
;
Zou, Lei
;
Xia, Jun
;
Wang, Feiyu
;
Yu, Jiarui
  |  
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2026/04/16
Evapotranspiration product
Hydrological simulation
Multi-variable calibration
DTVGM
Uncertainty
The upper Han River Basin
Interpretable machine learning and uncertainty quantification for high-precision fractional vegetation cover inversion across scales in alpine grasslands
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2026, 卷号: 148, 页码: 105212
作者:
Chen, Jianjun
;
Li, Xinhong
;
Yi, Shuhua
;
Wang, Zhiwei
;
Chen, Zizhen
  |  
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2026/04/16
Fractional Vegetation Cover
Transfer Learning
Inversion Uncertainty Quantifying
SHapley Additive exPlanations
Integrating spatiotemporal similarity for robust gap-filling in continuous surface water mapping with uncertainty quantification
期刊论文
OAI收割
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2026, 卷号: 234, 页码: 134-150
作者:
Xiao, Zhen
;
Li, Runkui
;
Song, Xianfeng
;
Ding, Mingjun
;
Liang, Shunlin
  |  
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2026/04/16
Surface water
Gap-filling framework
Spatio-Temporal similarity
Uncertainty quantification
Landsat
Remote sensing
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:5/0
  |  
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:7/0
  |  
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
Discerning Uncertainties in the Implications of Future Land Use Change on Ecosystem Service Values Under Climate Change and Development Patterns: Different Scenarios and Cross-Scale Perspectives
期刊论文
OAI收割
LAND DEGRADATION & DEVELOPMENT, 2026, 卷号: N/A
作者:
Sun, Lina
;
Zhang, Ping
;
Qi, Yuting
;
Liu, Jinbao
;
Huang, Yue
  |  
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2026/03/16
climate change
cross-scale uncertainty
ecosystem services value
future scenarios
land use change
Drought propagation in china: Uncertainties originate more from dataset choice than drought index selection
期刊论文
OAI收割
ATMOSPHERIC RESEARCH, 2026, 卷号: 330, 页码: 108555
作者:
Huang, Kesheng
;
Zhang, Haicheng
;
Cui, Guotao
;
Wang, Yijia
;
Yin, Mijia
  |  
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2025/12/19
Mutiple datasets
Mutiple drought indices
Uncertainty
China
Drought propagation time
Drought propagation propability
A Comprehensive Long-Term (1981-2020) Radiation Dataset for China: Ensuring Consistency, Comparability, and Incorporating Uncertainty
期刊论文
OAI收割
JOURNAL OF CLIMATE, 2026, 卷号: 39, 期号: 1, 页码: 403-421
作者:
Liu, Chang
;
Ren, Xiaoli
;
He, Honglin
;
Zhang, Li
;
Gao, Chao
  |  
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2026/02/09
Radiation
Uncertainty
Ecological models
Atmosphere
Ecology
Asia
Region Uncertainty Estimation for Medical Image Segmentation With Noisy Labels
期刊论文
OAI收割
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2025, 卷号: 44, 期号: 12, 页码: 5197-5207
作者:
Han, Kai
;
Wang, Shuhui
;
Chen, Jun
;
Qian, Chengxuan
;
Lyu, Chongwen
  |  
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2026/05/25
Noise measurement
Training
Image segmentation
Annotations
Uncertainty
Estimation
Medical diagnostic imaging
Data models
Computational modeling
Noise
Medical image segmentation
noisy label learning
uncertainty estimation
pseudo label