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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... [24]
自动化研究所 [23]
计算技术研究所 [8]
沈阳自动化研究所 [5]
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OAI收割 [73]
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期刊论文 [67]
会议论文 [4]
学位论文 [2]
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2026 [3]
2025 [6]
2024 [8]
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Labeling -... [1]
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Unraveling the drivers and synergistic mechanisms of selenium distribution in cultivated soils across China: A quantitative analysis using explainable machine learning
期刊论文
OAI收割
JOURNAL OF HAZARDOUS MATERIALS, 2026, 卷号: 507, 页码: 141790
作者:
Wang, Jing
;
Zhong, Chuanliang
;
Shang, Cailing
;
Wei, Binggan
;
Wu, Ye
  |  
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2026/04/16
Selenium
Cultivated soil
Spatial distribution
Environmental drivers
Explainable machine learning
Improving fine-grained population distribution prediction by considering region-distinctive geographical factors-A case of Pearl River Delta, China
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2026, 卷号: 147, 页码: 105168
作者:
Gao, Ku
;
Yang, Xiaomei
;
Liu, Yueming
;
Zhang, Qingyang
;
Wang, Zhihua
  |  
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2026/04/16
Urban population distribution
Fine-grained predicting
Machine learning
Geographical factor
Coastal zones
Bilateral Transformation of Biased Pseudo-Labels under Distribution Inconsistency
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2026, 卷号: 134, 期号: 3, 页码: 34
作者:
Hou, Ruibing
;
Chang, Hong
;
Hu, Minyang
;
Ma, Bingpeng
;
Shan, Shiguang
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2026/05/25
Self-training
Semi-supervised learning
Distribution inconsistency
A feature selection-based hybrid model for accurate spatial prediction of potentially toxic elements in sediments: Application to Poyang Lake, China
期刊论文
OAI收割
JOURNAL OF HAZARDOUS MATERIALS, 2025, 卷号: 498, 页码: 140008
作者:
Guo, Guanghui
;
Anjiang, Meiduo
;
Zhang, Ruiqing
;
Wei, Chaoyang
;
Lei, Mei
  |  
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2025/11/17
Machine learning
Spatial distribution prediction
Environmental predictors
Sediments
Potentially toxic elements
Distribution mapping and risk assessment of lead in topsoil across the Tibetan Plateau
期刊论文
OAI收割
ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY, 2025, 卷号: 302, 页码: 118674
作者:
Chen, Linglong
;
Li, Ruxia
;
Zhang, Ru
;
Yang, Yi
;
Li, Yonghua
  |  
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2025/09/22
Soil lead
Spatial distribution pattern
Hazard mapping
Machine learning
Tibetan Plateau
AUCPro: AUC-Oriented Provable Robustness Learning
期刊论文
OAI收割
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2025, 卷号: 47, 期号: 6, 页码: 4579-4596
作者:
Bao, Shilong
;
Xu, Qianqian
;
Yang, Zhiyong
;
He, Yuan
;
Cao, Xiaochun
  |  
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2025/12/03
Robustness
Training
Perturbation methods
Machine learning
Heavily-tailed distribution
Smoothing methods
Gaussian noise
Data mining
Standards
Protocols
AUC-oriented learning
adversarial robustness
machine learning
Impact of Rising Compound Drought and Heatwaves on Vegetation in Global Drylands
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: 24509-24517
作者:
Wang, Che
  |  
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2025/11/17
Heating systems
Vegetation mapping
Soil moisture
Droughts
Indexes
Market research
Vegetation
Predictive models
Monitoring
Temperature distribution
Drylands
heatwaves
interpretable machine learning
solar-induced fluorescence (SIF)
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:3/0
  |  
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
Fine-Scale Small Water Body Uncovered by GF-2 Remote Sensing and Multifeature Deep Learning Model
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: 16750-16768
作者:
Jiang, Yixin
;
Wang, Chunlin
;
Huang, Zhaji
;
Li, Dandan
;
Wang, Biao
  |  
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2025/08/21
Water resources
Urban areas
Remote sensing
Spatial resolution
Feature extraction
Deep learning
Rivers
Land surface
Ecosystems
Biological system modeling
Multifeature integration
small water body extraction
spatial distribution
urban water bodies
The Construction of a Mountain Vegetation Knowledge Graph Incorporating With Geographical Principles, Maps, and Remote Sensing Images
期刊论文
OAI收割
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2024, 卷号: 62, 页码: 4416215
作者:
Yao, Yonghui
;
Liu, Yulian
  |  
收藏
  |  
浏览/下载:44/0
  |  
提交时间:2025/01/17
Vegetation mapping
Knowledge graphs
Spatiotemporal phenomena
Geoscience
Remote sensing
Data models
Ontologies
Data mining
Semantics
Geography
Climate change
Deep learning
geographical principles
geoscience knowledge graph (GKG)
remote sensing (RS)
spatiotemporal information
vegetation distribution