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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... [10]
成都山地灾害与环境研... [1]
长春光学精密机械与物... [1]
广州能源研究所 [1]
采集方式
OAI收割 [13]
内容类型
期刊论文 [11]
SCI/SSCI论文 [1]
会议论文 [1]
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2026 [2]
2025 [6]
2024 [2]
2023 [1]
2015 [1]
2012 [1]
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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:0/0
  |  
提交时间:2026/04/16
Fractional Vegetation Cover
Transfer Learning
Inversion Uncertainty Quantifying
SHapley Additive exPlanations
Spatial Inequality and Shared Accessibility in the Fifteen-Minute Community Life Circle: A Multidimensional Framework for Resolving Supply-Demand Mismatch
期刊论文
OAI收割
ANNALS OF THE AMERICAN ASSOCIATION OF GEOGRAPHERS, 2026, 卷号: N/A
作者:
Yue, Li
;
Zhao, Hongbo
;
Wei, Yehua Dennis
;
Zhao, Pengjun
;
Miao, Changhong
  |  
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2026/03/16
fifteen-minute community life circle
public facilities
Shapley additive explanations
spatial inequity
supply-demand mismatch
Mapping soil organic carbon in fragmented agricultural landscapes: The efficacy and interpretability of multi-category remote sensing variables
期刊论文
OAI收割
JOURNAL OF INTEGRATIVE AGRICULTURE, 2025, 卷号: 24, 期号: 11, 页码: 4395-4414
作者:
Wei, Yujiao
;
Chen, Yiyun
;
Wang, Jiaxue
;
Yu, Peiheng
;
Xu, Lu
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2025/12/19
soil organic carbon
remote sensing-derived variables
Shapley additive explanations
efficacy and interpretability
fragmented agricultural landscapes
Deciphering supply-demand mismatch and influencing mechanisms of cropland multifunction in China: Toward targeted spatial governance
期刊论文
OAI收割
JOURNAL OF CLEANER PRODUCTION, 2025, 卷号: 527, 页码: 146719
作者:
Liao, Yixin
;
Huang, Jiajun
;
Luo, Chenrui
;
Fang, Minzi
;
Xu, Xinliang
  |  
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2025/11/17
Cropland multifunction
Supply-demand match
eXtreme gradient boosting
SHapley additive exPlanations
Self-organizing maps clustering
Nonlinear effects
Mapping hotspots and identifying drivers of lead bioaccumulation in Oryza sativa L. in tropical agroecosystems
期刊论文
OAI收割
JOURNAL OF HAZARDOUS MATERIALS, 2025, 卷号: 496, 页码: 139387
作者:
Guo, Yan
;
Yang, Yi
;
Li, You
;
Liao, Xiaoyong
;
Li, Yonghua
  |  
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2025/11/17
Lead
Bioaccumulation factor
Hotspots identification
Machine learning
Shapley Additive Explanations
Addressing accuracy challenges in machine learning for debris flow susceptibility: Insights from the Yalong River basin
期刊论文
OAI收割
JOURNAL OF MOUNTAIN SCIENCE, 2025, 卷号: 22, 期号: 6, 页码: 2034-2052
作者:
Ming, Zaiyang
;
Zhang, Jianqiang
;
He, Haiqing
;
Zhang, Lili
;
Chen, Rong
  |  
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2025/08/18
Debris flow
Susceptibility mapping
Accuracy assessment
Yalong River basin
Machine learning
SHapley Additive exPlanations
Interpretable data-driven chemometric approach for predicting non-optically active water quality parameters using ultraviolet-visible-near infrared absorption spectroscopy and physical-chemical measurements
期刊论文
OAI收割
SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2025, 卷号: 331, 页码: 125768
作者:
Zhao, Yubo
;
Zhang, Zhou
;
Hu, Bingliang
;
Liu, Jiacheng
;
Wang, Xueji
  |  
收藏
  |  
浏览/下载:38/0
  |  
提交时间:2025/03/18
Non-optically active water quality parameters
Ultraviolet-visible-near infrared absorption spectroscopy
Physical-chemical measurements
Yangtze River Basin
eXtreme Gradient Boosting
SHapley Additive exPlanations
Study on biomass and polymer catalytic co-pyrolysis product characteristics using machine learning and shapley additive explanations (SHAP)
期刊论文
OAI收割
FUEL, 2025, 卷号: 380, 页码: 13
作者:
Qi, Jingwei
;
Wang, Yijie
;
Xu, Pengcheng
;
Huhe, Taoli
;
Ling, Xiang
  |  
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2025/11/20
Machine learning
Catalytic co-pyrolysis
Biomass and polymer
Shapley additive explanations
Urban street tree species identification and factor interpretation model based on natural images
期刊论文
OAI收割
URBAN FORESTRY & URBAN GREENING, 2024, 卷号: 101, 页码: 10
作者:
Li, Ziyang
;
Tao, Huan
;
Huai, Yongjian
;
Nie, Xiaoying
  |  
收藏
  |  
浏览/下载:41/0
  |  
提交时间:2025/02/06
Shapley additive explanations
EfficientNet
Natural images
Tree identification
Urban planning
Spatial distribution and source identification of potentially toxic elements in Yellow River Delta soils, China: An interpretable machine-learning approach
期刊论文
OAI收割
SCIENCE OF THE TOTAL ENVIRONMENT, 2024, 卷号: 912, 页码: 169092
作者:
Zhou, Mengge
;
Li, Yonghua
  |  
收藏
  |  
浏览/下载:49/0
  |  
提交时间:2024/01/26
Random forest
Source apportionment
Shapley additive explanations
t -Distributed random neighbor embedding
Heavy metals