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... [12]
成都山地灾害与环境研... [2]
过程工程研究所 [2]
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OAI收割 [31]
iSwitch采集 [1]
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期刊论文 [32]
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2025 [2]
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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:4/0
  |  
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
Estimating latent heat flux of subtropical forests using machine learning algorithms
期刊论文
OAI收割
METEOROLOGICAL APPLICATIONS, 2025, 卷号: 32, 期号: 1, 页码: 20
作者:
Sahu, Harekrushna
;
Burman, Pramit Kumar Deb
;
Gnanamoorthy, Palingamoorthy
;
Song, Qinghai
;
Zhang, Yiping
  |  
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2025/03/31
AdaBoost
evapotranspiration
gradient boosting
latent heat flux
random forest regression
subtropical forest
support vector regression
Gradient boosting decision tree algorithms for accelerating nanofiltration membrane design and discovery
期刊论文
OAI收割
DESALINATION, 2024, 卷号: 592, 页码: 12
作者:
Gong, Weijia
;
Xu, Hangbin
;
Lu, Jinyan
;
Kim, Jungbin
;
Zhao, Yan
  |  
收藏
  |  
浏览/下载:51/0
  |  
提交时间:2024/10/15
Nanofiltration membrane
Interfacial polymerization
Gradient boosting decision tree algorithms
Permeance
Salt rejection
Application of Remote Sensing and Explainable Artificial Intelligence (XAI) for Wildfire Occurrence Mapping in the Mountainous Region of Southwest China
期刊论文
OAI收割
REMOTE SENSING, 2024, 卷号: 16, 期号: 19, 页码: 27
作者:
Liu, Jia
;
Wang, Yukuan
;
Lu, Yafeng
;
Zhao, Pengguo
;
Wang, Shunjiu
  |  
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2024/12/04
wildfire
driving factor
machine learning
random forest
extreme gradient boosting
explainable artificial intelligence
prediction accuracy
Retrieval of Subsurface Velocities in the Southern Ocean from Satellite Observations
期刊论文
OAI收割
REMOTE SENSING, 2023, 卷号: 15, 期号: 24, 页码: 19
作者:
Xiang, Liang
;
Xu, Yongsheng
;
Sun, Hanwei
;
Zhang, Qingjun
;
Zhang, Liqiang
  |  
收藏
  |  
浏览/下载:41/0
  |  
提交时间:2024/04/07
subsurface velocity
light gradient boosting machine (LightGBM)
The Southern Ocean
satellite observations
long-term variability
The role of booster vaccination in decreasing COVID-19 age-adjusted case fatality rate: Evidence from 32 countries
期刊论文
OAI收割
FRONTIERS IN PUBLIC HEALTH, 2023, 卷号: 11, 页码: 10
作者:
Zhou, Cui
;
Wheelock, Asa M.
;
Zhang, Chutian
;
Ma, Jian
;
Dong, Kaixing
  |  
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2023/10/09
COVID-19
vaccination
age-adjusted case fatality rate
XGBoost (Extreme Gradient Boosting)
SHapley Additive exPlanations
Identifying Chinese social media users' need for affect from their online behaviors
期刊论文
OAI收割
FRONTIERS IN PUBLIC HEALTH, 2023, 卷号: 10, 页码: 12
作者:
Deng, Hong
;
Zhao, Nan
;
Wang, Yilin
  |  
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2023/02/27
need for affect
social media
online behavior
mental health
machine learning
Extreme Gradient Boosting
A new method of Ionic Fragment Contribution-Gradient Boosting Regressor for predicting the infinite dilution activity coefficient of dichloromethane in ionic liquids
期刊论文
OAI收割
FLUID PHASE EQUILIBRIA, 2023, 卷号: 564, 页码: 9
作者:
Li, Kaikai
;
Chang, Fei
;
Shi, Sensen
;
Jiang, Chongyang
;
Bai, Yinge
  |  
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2023/02/24
Ionic liquids
Ionic fragments contribution
Infinite dilution activity coefficient
Gradient boosting regressor
Dichloromethane
Inversion of soil properties in rare earth mining areas (southern Jiangxi, China) based on visible-near-infrared spectroscopy
期刊论文
OAI收割
JOURNAL OF SOILS AND SEDIMENTS, 2022, 页码: 16
作者:
Guo, Jiaxin
;
Zhao, Xiaomin
;
Guo, Xi
;
Zhu, Qing
;
Luo, Jie
  |  
收藏
  |  
浏览/下载:38/0
  |  
提交时间:2022/09/21
Visible-near-infrared spectroscopy
Rare earth mine
Soil organic carbon
Extreme gradient boosting
Modelling Soil Temperature by Tree-Based Machine Learning Methods in Different Climatic Regions of China
期刊论文
OAI收割
APPLIED SCIENCES-BASEL, 2022, 卷号: 12, 期号: 10, 页码: 26
作者:
Dong, Jianhua
;
Huang, Guomin
;
Wu, Lifeng
;
Liu, Fa
;
Li, Sien
  |  
收藏
  |  
浏览/下载:33/0
  |  
提交时间:2022/09/21
soil temperature
machine learning models
climatic zones
extreme gradient boosting
principal components analysis