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Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
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On the use of explainable AI for susceptibility modeling: Examining the spatial pattern of SHAP values
期刊论文
OAI收割
GEOSCIENCE FRONTIERS, 2024, 卷号: 15, 期号: 4, 页码: 101800
作者:
Wang, Nan
;
Zhang, Hongyan
;
Dahal, Ashok
;
Cheng, Weiming
;
Zhao, Min
  |  
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2024/04/08
Hydro-morphological processes
SHAP maps
Explainable AI
China
Including soil depth as a predictor variable increases prediction accuracy of SOC stocks
期刊论文
OAI收割
SOIL & TILLAGE RESEARCH, 2024, 卷号: 238, 页码: 17
作者:
Li, Jiaying
;
Liu, Feng
;
Shi, Wenjiao
;
Du, Zhengping
;
Deng, Xiangzheng
  |  
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2024/04/01
High accuracy surface modelling
Interpolation
Linear model
Machine learning model
Soil organic carbon stocks
Transformer-based stroke relation encoding for online handwriting and sketches
期刊论文
OAI收割
PATTERN RECOGNITION, 2024, 卷号: 148, 页码: 13
作者:
Liu, Jing-Yu
;
Zhang, Yan-Ming
;
Yin, Fei
;
Liu, Cheng-Lin
  |  
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2024/02/22
Online stroke classification
Handwritten document analysis
Diagram recognition
Sketch semantic segmentation
Position encoding in transformer
Spatio-temporal fusion graph convolutional network for traffic flow forecasting
期刊论文
OAI收割
INFORMATION FUSION, 2024, 卷号: 104, 页码: 11
作者:
Ma, Ying
;
Lou, Haijie
;
Yan, Ming
;
Sun, Fanghui
;
Li, Guoqi
  |  
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2024/02/22
Graph convolutional network
Spatio-temporal data
Traffic forecasting
Evaluation of digital soil mapping projection in soil organic carbon change modeling
期刊论文
OAI收割
ECOLOGICAL INFORMATICS, 2024, 卷号: 79, 页码: 12
作者:
Zhang, Tao
;
Huang, Lai-Ming
;
Yang, Ren-Min
  |  
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2024/01/22
Soil carbon change
Digital soil mapping
Model projections
Environmental change
Temporal transferability
Meteorological drought migration characteristics based on an improved spatiotemporal structure approach in the Loess Plateau of China
期刊论文
OAI收割
SCIENCE OF THE TOTAL ENVIRONMENT, 2024, 卷号: 912, 页码: 13
作者:
Nie, Mingqiu
;
Huang, Shengzhi
;
Duan, Weili
;
Leng, Guoyong
;
Bai, Ganggang
  |  
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2024/01/22
Spatiotemporal synchronism
Meteorological drought
Migration characteristics
Dynamics
Spatial patterns of light response parameters and their regulation on gross primary productivity in China
期刊论文
OAI收割
AGRICULTURAL AND FOREST METEOROLOGY, 2024, 卷号: 345, 页码: 11
作者:
Lin, Yong
;
Chen, Zhi
;
Yu, Guirui
;
Yang, Meng
;
Hao, Tianxiang
  |  
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2024/01/22
Light response parameter
Apparent quantum yield (alpha)
Maximum gross photosynthetic rate ( A max )
Spatial heterogeneity
Eddy covariance
Multiphysical evolution and dynamic competition involved in natural gas hydrate dissociation in porous media and its implications for engineering
期刊论文
OAI收割
ENERGY, 2024, 卷号: 289, 页码: 15
作者:
Zhang, Haitao
;
Wu, Bisheng
;
Luo, Xianqi
;
Tang, Minggao
;
Zhang XH(张旭辉)
  |  
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2024/02/19
Hydrate dissociation
Thermal-hydraulic-mechanical-chemical
process
Spatial-temporal evolution
Dynamic competition
Prediction of hydrate dissociation range
High-Precision Microscale Particulate Matter Prediction in Diverse Environments Using a Long Short-Term Memory Neural Network and Street View Imagery
期刊论文
OAI收割
ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2024
作者:
Liu, Xiansheng
;
Zhang, Xun
;
Wang, Rui
;
Liu, Ying
;
Hadiatullah, Hadiatullah
  |  
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2024/03/11
PM metrics
deep learning
LSTM
exposureassessment models
air quality
Utilizing machine learning algorithm for finely three-dimensional delineation of soil-groundwater contamination in a typical industrial park, North China: Importance of multisource auxiliary data
期刊论文
OAI收割
SCIENCE OF THE TOTAL ENVIRONMENT, 2024, 卷号: 911, 页码: 168598
作者:
Liu, Siyan
;
Yang, Xiao
;
Shi, Biling
;
Liu, Zhaoshu
;
Yan, Xiulan
  |  
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2024/01/04
Industrial site contamination
Three-dimensional spatial analysis
Hydrogeological features
Integrated modeling
Back propagation neural network algorithm