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Adaptive model selection and ensemble via spatiotemporal graph-guided expert routing
期刊论文
OAI收割
INFORMATION PROCESSING & MANAGEMENT, 2026, 卷号: 63, 期号: 7, 页码: 104814
作者:
Wang, Lizeng
;
Cheng, Shifen
;
Lu, Feng
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Predicting distribution characteristics of PM2.5 concentrations across China combining land use regression model and spatiotemporally weighted stacking machine learning algorithms
期刊论文
OAI收割
JOURNAL OF ENVIRONMENTAL CHEMICAL ENGINEERING, 2026, 卷号: 14, 期号: 2, 页码: 121780
作者:
Wang, Wentao
;
Zhang, Ping
;
Han, Yuanyuan
;
Zhang, Fengqian
;
Huang, Yue
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The stacking method enhances machine learning models for monitoring and understanding regional soil available nitrogen variations in croplands
期刊论文
OAI收割
SOIL & TILLAGE RESEARCH, 2026, 卷号: 256, 页码: 106880
作者:
Lei, Sihong
;
Shao, Mingan
;
Jia, Xiaoxu
;
Zhu, Zhaocen
;
Zhao, Chunlei
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Exposure risk assessment of polycyclic aromatic hydrocarbons (PAHs) in soil around coking sites at regional scale based on stacking ensemble model
期刊论文
OAI收割
JOURNAL OF HAZARDOUS MATERIALS, 2026, 卷号: 503, 页码: 141186
作者:
Shi, Weiwei
;
Ma, Xuepu
;
Luo, Lingzhi
;
Liao, Xiaoyong
;
Tao, Huan
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Estimation of Electric Power Consumption at 10 m for Punjab, Pakistan, Using Ensemble Machine Learning Model and Spatiotemporal Fused SDGSAT-1-Like Nighttime Light Data
期刊论文
OAI收割
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2026, 卷号: 64, 页码: 17
作者:
Khan, Touseef Ahmad
;
Bian, Jinhu
;
Li, Ainong
;
Lei, Guangbin
;
Zhang, Zhengjian
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Global reconstruction of gridded aridity index and its spatial and temporal characterization from 2003 to 2022
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF DIGITAL EARTH, 2025, 卷号: 18, 期号: 1, 页码: 2473639
作者:
Lu, Jiaying
;
Yao, Ling
;
Qin, Jun
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Geospatial heterogeneity-informed machine learning for mapping soil hydraulic properties across China's drylands
期刊论文
OAI收割
GEODERMA, 2025, 卷号: 464, 页码: 117622
作者:
Niu, Liantao
;
Jia, Xiaoxu
;
Dai, Xiaoliang
;
Gao, Lei
;
Huang, Laiming
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Integrating PolSAR and Optical Data for Forest Aboveground Biomass Estimation with an Interpretable Bayesian-Optimized XGBoost Model
期刊论文
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SUSTAINABILITY, 2025, 卷号: 17, 期号: 21, 页码: 9749
作者:
Zhou, Xinshao
;
Wang, Zhiqiang
;
Wang, Zhaosheng
;
Wang, Yonghong
;
Li, Chaokui
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A framework for learning symbolic turbulence models from indirect observation data via neural networks and feature importance analysis
期刊论文
OAI收割
JOURNAL OF COMPUTATIONAL PHYSICS, 2025, 卷号: 537, 页码: 22
作者:
Wu CT(吴楚畋)
;
Zhang XL(张鑫磊)
;
Xu D(徐多)
;
He GW(何国威)
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Key Internal Mode Influencing the Decadal Transition of Winter Surface Wind Speed in China and Its Quantitative Contribution
期刊论文
OAI收割
GEOPHYSICAL RESEARCH LETTERS, 2025, 卷号: 52, 期号: 18, 页码: e2025GL116459
作者:
Zha, Jinlin
;
Chuan, Ting
;
Wu, Jian
;
Zhao, Deming
;
Fan, Wenxuan
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