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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... [13]
长春光学精密机械与物... [7]
数学与系统科学研究院 [4]
自动化研究所 [4]
沈阳自动化研究所 [4]
遥感与数字地球研究所 [2]
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OAI收割 [46]
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期刊论文 [30]
会议论文 [13]
SCI/SSCI论文 [2]
学位论文 [1]
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2024 [2]
2023 [2]
2022 [2]
2021 [1]
2020 [9]
2019 [2]
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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
  |  
收藏
  |  
浏览/下载:6/0
  |  
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
Aggravation of global maize yield loss risk under various hot and dry scenarios using multiple types of prediction approaches
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2024
作者:
Yin, Xiaomeng
;
Leng, Guoyong
;
Huang, Shengzhi
;
Peng, Jian
  |  
收藏
  |  
浏览/下载:35/0
  |  
提交时间:2024/02/05
dry
hot
machine learning
maize yield loss risk
process-based models
regression
Learning ensembles of process-based models for high accurately evaluating the one-hundred-year carbon sink potential of China's forest ecosystem
期刊论文
OAI收割
HELIYON, 2023, 卷号: 9, 期号: 6, 页码: e17243
作者:
Wang, Zhaosheng
;
Li, Renqiang
;
Guo, Qingchun
;
Wang, Zhaojun
;
Huang, Mei
  |  
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2023/09/07
Learning ensembles of process-based models
Random forest model
Forest ecosystem
Carbon sink potential
Machine learning versus crop growth models: an ally, not a rival
期刊论文
OAI收割
AOB PLANTS, 2023, 卷号: 15, 期号: 2, 页码: 7
作者:
Zhang, Ningyi
;
Zhou, Xiaohan
;
Kang, Mengzhen
;
Hu, Bao-Gang
;
Heuvelink, Ep
  |  
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2023/11/17
Knowledge
and data-driven modelling
Machine learning
Process-based models
yield prediction
Plant-based meat substitutes by high-moisture extrusion: Visualizing the whole process in data systematically from raw material to the products
期刊论文
OAI收割
JOURNAL OF INTEGRATIVE AGRICULTURE, 2022, 卷号: 21, 期号: 8, 页码: 2435-2444
作者:
Jin-chuang, Zhang
;
Zhen, Meng
;
Qiong-ling, C. H. E. N. G.
;
Qi-zhai, L., I
;
Yu-jie, Z. H. A. N. G.
  |  
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2023/02/07
plant-based meat substitutes
high-moisture extrusion process
extrusion parameters
models
visualization platform software
Structure-Aware Prototypical Neural Process for Few-Shot Graph Classification
期刊论文
OAI收割
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 15
作者:
Lin, Xixun
;
Li, Zhao
;
Zhang, Peng
;
Liu, Luchen
;
Zhou, Chuan
  |  
收藏
  |  
浏览/下载:29/0
  |  
提交时间:2023/02/07
Task analysis
Kernel
Training
Decoding
Stochastic processes
Predictive models
Computational modeling
Few-shot learning
graph classification
graph neural networks (GNNs)
neural process (NP)
Generalized Actor-Critic Learning Optimal Control in Smart Home Energy Management
期刊论文
OAI收割
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021, 卷号: 17, 期号: 10, 页码: 6614-6623
作者:
Wei, Qinglai
;
Liao, Zehua
;
Shi, Guang
  |  
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2021/11/02
Optimal control
Process control
Smart homes
Dynamic programming
Numerical models
Iterative methods
Informatics
Actor-critic learning
adaptive critic designs
adaptive dynamic programming (ADP)
approximate dynamic programming
energy management
optimal control
smart grid
Impacts of 1.5 degrees C and 2 degrees C Global Warming on Net Primary Productivity and Carbon Balance in China's Terrestrial Ecosystems
期刊论文
OAI收割
SUSTAINABILITY, 2020, 卷号: 12, 期号: 7, 页码: 17
作者:
Yu, Li
;
Gu, Fengxue
;
Huang, Mei
;
Tao, Bo
;
Hao, Man
  |  
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2021/03/23
1.5 degrees C and 2 degrees C global warming
climate risks
earth system models of CIMP5
process-based ecosystem model
China
A Minimum-Cost Modeling Method for Nonlinear Industrial Process Based on Multimodel Migration and Bayesian Model Averaging Method
期刊论文
OAI收割
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2020, 卷号: 17, 期号: 2, 页码: 947-956
作者:
Chu, Fei
;
Dai, Bangwu
;
Ma, Xiaoping
;
Wang, Fuli
;
Ye, Bin
  |  
收藏
  |  
浏览/下载:41/0
  |  
提交时间:2020/06/22
Predictive models
Data models
Adaptation models
Process control
Computational modeling
Integrated circuit modeling
Bayes methods
Bayesian model averaging (BMA)
minimum cost
multimodel migration
nonlinear
performance prediction
Impacts of 1.5 degrees C and 2 degrees C Global Warming on Net Primary Productivity and Carbon Balance in China's Terrestrial Ecosystems
期刊论文
OAI收割
SUSTAINABILITY, 2020, 卷号: 12, 期号: 7, 页码: 17
作者:
Yu, Li
;
Gu, Fengxue
;
Huang, Mei
;
Tao, Bo
;
Hao, Man
  |  
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2021/03/23
1.5 degrees C and 2 degrees C global warming
climate risks
earth system models of CIMP5
process-based ecosystem model
China