中国科学院机构知识库网格
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... [33]
成都山地灾害与环境研... [4]
新疆生态与地理研究所 [4]
武汉岩土力学研究所 [3]
西北高原生物研究所 [1]
新疆理化技术研究所 [1]
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采集方式
OAI收割 [49]
内容类型
期刊论文 [46]
学位论文 [2]
SCI/SSCI论文 [1]
发表日期
4602 [1]
2026 [7]
2025 [21]
2024 [12]
2023 [2]
2017 [1]
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生物学::植物学::... [2]
地图学与地理信息系统 [1]
水土保持与荒漠化防治 [1]
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The Transparency Revolution in Geohazard Science: A Systematic Review and Research Roadmap for Explainable Artificial Intelligence
期刊论文
OAI收割
CMES-COMPUTER MODELING IN ENGINEERING & SCIENCES, 4602, 卷号: N/A
作者:
Tosan, Moein
;
Nourani, Vahid
;
Kisi, Ozgur
;
Zhang, Yongqiang
;
Kantoush, Sameh A.
  |  
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2026/01/21
Explainable artificial intelligence (XAI)
geohazard assessment
machine learning
SHAP
trustworthy AI
model interpretability
Underestimation of soil organic carbon by global spatially explicit soil datasets in Chinese urban greenspaces
期刊论文
OAI收割
JOURNAL OF CLEANER PRODUCTION, 2026, 卷号: 557, 页码: 148234
作者:
Zhou, Zidong
;
Xu, Yiming
;
Hogan, J. Aaron
;
Dong, Shikui
;
Wang, Yike
  |  
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2026/05/22
Urban carbon sequestration
Urban greenspaces
Urbanization
Meta-analysis
Random forest model
SHAP analysis
A Physically Driven Interpretable Machine Learning Framework for Early Forecasting of Summer Hypoxia in the Semi-Enclosed Bohai Sea Using Remote Sensing Data
期刊论文
OAI收割
REMOTE SENSING, 2026, 卷号: 18, 期号: 7, 页码: 27
作者:
Jin, Yong
;
Guo, Jie
;
Liu, Shanwei
;
Li, Tao
;
Yue, Hansen
  |  
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2026/05/11
hypoxia prediction
remote sensing data
Bohai Sea
machine learning
SHAP
A Physically Driven Interpretable Machine Learning Framework for Early Forecasting of Summer Hypoxia in the Semi-Enclosed Bohai Sea Using Remote Sensing Data
期刊论文
OAI收割
REMOTE SENSING, 2026, 卷号: 18, 期号: 7, 页码: 27
作者:
Jin, Yong
;
Guo, Jie
;
Liu, Shanwei
;
Li, Tao
;
Yue, Hansen
  |  
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2026/06/02
hypoxia prediction
remote sensing data
Bohai Sea
machine learning
SHAP
10-M MAPPING AND ANALYSIS OF MAJOR CROP PLANTING PATTERNS IN HENAN PROVINCE IN CHINA
期刊论文
OAI收割
BANGLADESH JOURNAL OF BOTANY, 2026, 卷号: 55, 期号: 1, 页码: 191-199
作者:
Fang, Ying
;
Liu, Hang
;
Liu, Yuzhu
;
Cheng, Rui
;
Zou, Jinqiu
  |  
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2026/05/22
XGBoost Algorithm
Crop planting systems
Remote sensing
Henan Province
Food security
SHAP
Nature or society: Understanding the evolution and mechanisms of livestock industry agglomeration in China
期刊论文
OAI收割
JOURNAL OF GEOGRAPHICAL SCIENCES, 2026, 卷号: 36, 期号: 2, 页码: 283-300
作者:
Wu, Feng
;
She, Dejin
;
Dong, Mei
;
Zhang, Mengfei
;
Guo, Naliang
  |  
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2026/03/16
livestock industry
agro-pastoral transitional zone
spatio-temporal evolution
driving mechanisms
Lasso-XGBoost-SHAP
Multi-Source Data Fusion and Heuristic-Optimized Machine Learning for Large-Scale River Water Quality Parameters Monitoring
期刊论文
OAI收割
REMOTE SENSING, 2026, 卷号: 18, 期号: 2, 页码: 320
作者:
Fang, Kehang
;
Wu, Feng
;
Gao, Xing
;
Li, Zhihui
  |  
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2026/03/16
multi-source data fusion
water quality inversion
machine learning optimization
whale optimization algorithm
SHAP interpretability
Landslide susceptibility on the Qinghai-Tibet Plateau: Key driving factors identified through machine learning
期刊论文
OAI收割
JOURNAL OF GEOGRAPHICAL SCIENCES, 2026, 卷号: 36, 期号: 1, 页码: 199-218
作者:
Yang, Wanqing
;
Ge, Quansheng
;
Tao, Zexing
;
Xu, Duanyang
;
Wang, Yuan
  |  
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2026/03/16
landslide susceptibility
machine learning
SHAP
driving factors
nonlinear effects
Environmental variables controlling soil thickness across elevation zones in the eastern Himalayas
期刊论文
OAI收割
CATENA, 2025, 卷号: 261, 页码: 14
作者:
Zhang, Xin
;
Fan, Jianrong
;
Chen, Hongjin
  |  
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2025/11/21
Right-censored data
Digital soil mapping
SHAP values
Sentinel-2
Complex terrain
Himalayas
Forecasting Daily Ambient PM2.5 Concentrations in Qingdao City Using Deep Learning and Hybrid Interpretable Models and Analysis of Driving Factors Using SHAP
期刊论文
OAI收割
TOXICS, 2025, 卷号: 14, 期号: 1, 页码: 44
作者:
He, Zhenfang
;
Guo, Qingchun
;
Zhang, Zuhan
;
Feng, Genyue
;
Qiao, Shuaisen
  |  
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2026/03/16
deep learning
ANN
RNN
CNN
transformer
BiLSTM
SHAP
PM2.5