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Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
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地理科学与资源研究... [53]
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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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收藏
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浏览/下载:0/0
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提交时间:2026/03/16
PM 2.5 pollution
Land use regression model
Machine learning ensemble method
Space-time weighting information
Spatiotemporal modelling
The influence of estimation window configuration on machine learning-based soybean yield estimation across black soil regions
期刊论文
OAI收割
AGRICULTURAL AND FOREST METEOROLOGY, 2026, 卷号: 378, 页码: 110957
作者:
Huang, Shuyuan
;
Liu, Yujie
;
Chen, Jiahao
;
Zhang, Ermei
;
Pan, Tao
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收藏
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浏览/下载:0/0
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提交时间:2026/02/09
Machine learning
Phenological model
Soybean yield estimation
Sowing date
Growing season length
Six decades of land use patterns on the northern slope of the Tianshan Mountains: spatio-temporal dynamics, driving mechanisms, and future scenarios
期刊论文
OAI收割
JOURNAL OF CLEANER PRODUCTION, 2025, 卷号: 535, 页码: 147101
作者:
Liu, Shihao
;
Song, Wei
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收藏
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浏览/下载:0/0
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提交时间:2026/01/21
Land Use and Cover Change (LUCC)
Cropland expansion
Machine learning
PLUS model
China
Shapelet-based decomposition stack machine learning model explains more middle river reaches water level hydrological process with high accuracy early warning
期刊论文
OAI收割
JOURNAL OF HYDROLOGY, 2025, 卷号: 662, 页码: 133927
作者:
Huan, Songhua
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收藏
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浏览/下载:0/0
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提交时间:2025/10/20
Data decomposition
Hydrological process interpretation
River water level
Shapelet
Stack machine learning model
Enhanced Spatially Explicit Modeling of Soil Particle Size and Texture Classification Using a Novel Two-Point Machine Learning Hybrid Framework
期刊论文
OAI收割
AGRICULTURE-BASEL, 2025, 卷号: 15, 期号: 19, 页码: 2008
作者:
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收藏
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浏览/下载:0/0
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提交时间:2025/11/17
digital soil mapping
soil particle size fractions
machine learning
soil texture
two-point machine learning model
Machine learning based constitutive modelling on craze yielding in polymeric materials
期刊论文
OAI收割
ACTA MECHANICA SINICA, 2025, 卷号: 41, 期号: 7, 页码: 13
作者:
Jiang KY(江科杙)
;
Wen JC(温济慈)
;
Wei YJ(魏宇杰)
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收藏
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浏览/下载:21/0
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提交时间:2025/09/08
Polymers
Craze yielding
Constitutive model
Machine learning
Finite element method
Mass Flow Rate Measurement of Gas-Liquid Two-Phase Flow Using Multi-Sensor Data Fusion and Soft Computing Model
期刊论文
OAI收割
IEEE SENSORS JOURNAL, 2025, 卷号: 25, 期号: 13, 页码: 25314-25323
作者:
Suo, Peng
;
Sun, Jiangtao
;
Shi SY(史仕荧)
;
Lu, Fanghao
;
Shen, Mengxian
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收藏
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浏览/下载:23/0
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提交时间:2025/09/15
Sensors
Computational modeling
Accuracy
Capacitive sensors
Ultrasonic variables measurement
Data integration
Support vector machines
Eigenvalues and eigenfunctions
Data models
Sun
Flow rate measurement
gas-liquid two-phase flow
machine learning
multiple sensors
soft computing model
超网络视角下网络舆情的时空演化路径与驱动机制研究——以××航空客机事故为例
期刊论文
OAI收割
地球信息科学学报, 2025, 卷号: 27, 期号: 06, 页码: 1462-1477
作者:
王光辉
;
王惠永
;
王玉珊
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收藏
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浏览/下载:49/0
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提交时间:2025/07/04
geographic public opinion
hypernetwork model
spatiotemporal evolution
driving mechanisms
aviation accident
complex networks
machine learning
Assessing and predicting Bojiang lake area and LULC changes from 2000 to 2045
期刊论文
OAI收割
JOURNAL OF HYDROLOGY-REGIONAL STUDIES, 2025, 卷号: 58, 页码: 102216
作者:
Naeem, Muhammad
;
Zhang, Yongqiang
;
Tian, Xiaoqiang
;
Miao, Ping
;
Li, Congcong
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收藏
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浏览/下载:50/0
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提交时间:2025/03/18
Machine Learning
CA-ANN Model
Lake changes
Land Use and Land Cover (LULC) Changes
Climate Change
Water management
Comparison and integration of hydrological models and machine learning models in global monthly streamflow simulation
期刊论文
OAI收割
JOURNAL OF HYDROLOGY, 2025, 卷号: 650, 页码: 17
作者:
Zhang, Jiawen
;
Kong, Dongdong
;
Li, Jianfeng
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收藏
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浏览/下载:49/0
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提交时间:2025/03/31
Streamflow simulation
Machine learning
Hydrological model
Multi-model weighting ensemble