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所 [9]
自动化研究所 [8]
计算技术研究所 [2]
广州地球化学研究所 [2]
数学与系统科学研究院 [2]
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OAI收割 [29]
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期刊论文 [24]
学位论文 [4]
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2024 [1]
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Climate change impacts on crop yields: A review of empirical findings, statistical crop models, and machine learning methods
期刊论文
OAI收割
ENVIRONMENTAL MODELLING & SOFTWARE, 2024, 卷号: 179, 页码: 16
作者:
Hu, Tongxi
;
Zhang, Xuesong
;
Khanal, Sami
;
Wilson, Robyn
;
Leng, Guoyong
  |  
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2024/10/08
Climate change
Statistical crop models
Process-based models
Food security
Machine learning
Digital Twin
Agriculture 5.0
Global Warming
Identification and verification of PCDD/Fs indicators from four typical large-scale municipal solid waste incinerations with large sample size in China
期刊论文
OAI收割
WASTE MANAGEMENT, 2023, 卷号: 172, 页码: 101-107
作者:
Liu, Lijun
;
Chen, Xichao
;
Yin, Wenhua
;
Wu, Hao
;
Huang, Junbin
  |  
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2024/09/14
MSWI
Emissions
Indicator
Traditional statistical method
Machine learning method
Big data mining on trace element geochemistry of sphalerite
期刊论文
OAI收割
JOURNAL OF GEOCHEMICAL EXPLORATION, 2023, 卷号: 252, 页码: 17
作者:
Zhao, Hongtao
;
Shao, Yongjun
;
Zhang, Yu
;
Cao, Genshen
;
Zhao, Lianjie
  |  
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2024/08/22
Big data
Sphalerite
Trace element
Machine learning
Multivariate statistical analysis
Improving near-real-time satellite precipitation products through multistage modified schemes
期刊论文
OAI收割
ATMOSPHERIC RESEARCH, 2023, 卷号: 292, 页码: 106875
作者:
Meng, Chengcheng
;
Mo, Xingguo
;
Liu, Suxia
;
Hu, Shi
  |  
收藏
  |  
浏览/下载:35/0
  |  
提交时间:2023/08/22
Open-access rainfall datasets
Machine learning
Statistical methods
Precipitation occurrence and intensity
Bias correction
Data fusion
GWAS-assisted genomic prediction of cadmium accumulation in maize kernel with machine learning and linear statistical methods
期刊论文
OAI收割
JOURNAL OF HAZARDOUS MATERIALS, 2023, 卷号: 441
作者:
Yan, Huili
;
Guo, Hanyao
;
Xu, Wenxiu
;
Dai, Changhua
;
Kimani, Wilson
  |  
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2024/03/07
Genomic prediction
Maize Cd accumulation
Machine learning
Linear statistical methods
Improving Plot-Level Model of Forest Biomass: A Combined Approach Using Machine Learning with Spatial Statistics
期刊论文
OAI收割
FORESTS, 2021, 卷号: 12, 期号: 12, 页码: 15
作者:
Dai, Shaoqing
;
Zheng, Xiaoman
;
Gao, Lei
;
Xu, Chengdong
;
Zuo, Shudi
  |  
收藏
  |  
浏览/下载:44/0
  |  
提交时间:2022/09/21
forest aboveground biomass
plot-level model
machine learning
spatial statistical model
model combination
Improving Plot-Level Model of Forest Biomass: A Combined Approach Using Machine Learning with Spatial Statistics
期刊论文
OAI收割
FORESTS, 2021, 卷号: 12, 期号: 12, 页码: 15
作者:
Dai, Shaoqing
;
Zheng, Xiaoman
;
Gao, Lei
;
Xu, Chengdong
;
Zuo, Shudi
  |  
收藏
  |  
浏览/下载:43/0
  |  
提交时间:2022/09/21
forest aboveground biomass
plot-level model
machine learning
spatial statistical model
model combination
Exploring Statistical Arbitrage Opportunities Using Machine Learning Strategy
期刊论文
OAI收割
COMPUTATIONAL ECONOMICS, 2021, 页码: 22
作者:
Zhan, Baoqiang
;
Zhang, Shu
;
Du, Helen S.
;
Yang, Xiaoguang
  |  
收藏
  |  
浏览/下载:32/0
  |  
提交时间:2022/04/02
Statistical arbitrage
Cointegration
Machine learning
Opportunities exploration
Paper Flooding and its relationship with land cover change, population growth, and road density
期刊论文
OAI收割
GEOSCIENCE FRONTIERS, 2021, 卷号: 12, 期号: 6, 页码: 20
作者:
Rahman, Mahfuzur
;
Ningsheng, Chen
;
Mahmud, Golam Iftekhar
;
Islam, Md Monirul
;
Pourghasemi, Hamid Reza
  |  
收藏
  |  
浏览/下载:61/0
  |  
提交时间:2021/12/13
Hydro-climatic disasters
Machine learning algorithms
Statistical model
Ensemble model
Relative change in flooding areas
Analysis of multivariate longitudinal data using dynamic lasso-regularized copula models with application to large pediatric cardiovascular studies
期刊论文
OAI收割
JOURNAL OF APPLIED STATISTICS, 2021, 页码: 28
作者:
Zhang, Wei
;
Wu, Colin O.
;
Ma, Xiaoyang
;
Tian, Xin
;
Li, Qizhai
  |  
收藏
  |  
浏览/下载:36/0
  |  
提交时间:2021/10/26
Dynamic copula model
functional parameter
lasso-regularized spline estimator
multivariate longitudinal data
statistical machine learning
time-varying covariate