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
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地理科学与资源研... [115]
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Estimating sub-daily resolution soil moisture using Fengyun satellite data and machine learning
期刊论文
OAI收割
JOURNAL OF HYDROLOGY, 2024, 卷号: 632, 页码: 130814
作者:
Wang, Jiao
;
Zhang, Yongqiang
;
Song, Peilin
;
Tian, Jing
  |  
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2024/04/08
Soil Moisture
Sub-daily resolution
Passive Microwave
Artificial Neural Network
Fengyun-3
Prediction of monthly average and extreme atmospheric temperatures in Zhengzhou based on artificial neural network and deep learning models
期刊论文
OAI收割
FRONTIERS IN FORESTS AND GLOBAL CHANGE, 2023, 卷号: 6, 页码: 1249300
作者:
Guo, Qingchun
;
He, Zhenfang
;
Wang, Zhaosheng
  |  
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2024/01/04
extreme atmospheric temperature
artificial neural network
deep learning
CNN-GRU
CNN-LSTM
prediction
training algorithm
forest
Estimation of downwelling surface longwave radiation for cloudy skies by considering the radiation effect from the entire cloud layers
期刊论文
OAI收割
REMOTE SENSING OF ENVIRONMENT, 2023, 卷号: 298, 页码: 113829
作者:
Jiang, Yun
;
Tang, Bo-Hui
;
Zhang, Huanyu
  |  
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2023/12/04
Downwelling surface longwave radiation
(DSLR)
Cloudy sky
Cloud base height (CBH)
Cloud base temperature (CBT)
Cloud top height
Estimation of the barrier layer thickness in the Indian Ocean based on hybrid neural network model
期刊论文
OAI收割
DEEP-SEA RESEARCH PART I-OCEANOGRAPHIC RESEARCH PAPERS, 2023, 卷号: 202, 页码: 14
作者:
Zhao, Yizhi
;
Qi, Jifeng
;
Zhu, Shanliang
;
Jia, Wentao
;
Gong, Xiang
  |  
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2024/04/07
Barrier layer thickness
Particle swarm optimization
Artificial neural networks
Hybrid models
Accurate estimation of surface water volume in tufa lake group using UAV-captured imagery and ANNs
期刊论文
OAI收割
MEASUREMENT, 2023, 卷号: 220, 页码: 10
作者:
He, Jinchen
;
Lin, Jiayuan
;
Zhang, Xianwei
;
Liao, Xiaohan
  |  
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2023/10/09
Tufa lake group
Surface water volume
Unmanned aerial vehicle (UAV)
Bathymetry
Artificial neural network (ANN)
Could climate change exacerbate droughts in Bangladesh in the future?
期刊论文
OAI收割
JOURNAL OF HYDROLOGY, 2023, 卷号: 625, 页码: 18
作者:
Rahman, Mahfuzur
;
Tumon, Md Sakib Hasan
;
Islam, Md Monirul
;
Chen, Ningsheng
;
Pham, Quoc Bao
  |  
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2024/03/05
Coupled model intercomparison project 6
Drought
Genetic algorithm
Multilayer perceptron
Artificial neural network
Bangladesh
CoLFI: Cosmological Likelihood-free Inference with Neural Density Estimators
期刊论文
OAI收割
ASTROPHYSICAL JOURNAL SUPPLEMENT SERIES, 2023, 卷号: 268, 期号: 1, 页码: 20
作者:
Wang, Guo-Jian
;
Cheng, Cheng
;
Ma, Yin-Zhe
;
Xia, Jun-Qing
;
Abebe, Amare
  |  
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2023/11/14
Rapid evaluation of capillary pressure and relative permeability for oil-water flow in tight sandstone based on a physics-informed neural network
期刊论文
OAI收割
JOURNAL OF PETROLEUM EXPLORATION AND PRODUCTION TECHNOLOGY, 2023
作者:
Ji LL(姬莉莉)
;
Xu, Fengyang
;
Lin M(林缅)
;
Jiang WB(江文滨)
;
Cao GH(曹高辉)
  |  
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2023/09/05
Two-phase flow
Capillary pressure curve
Relative permeability curve
Tight sandstone
Physics-informed neural network
Rapid Vegetation Growth due to Shifts in Climate from Slow to Sustained Warming over Terrestrial Ecosystems in China from 1980 to 2018
期刊论文
OAI收割
REMOTE SENSING, 2023, 卷号: 15, 期号: 15, 页码: 3707
作者:
Zhang, Yuxin
;
Wang, Junbang
;
Watson, Alan E. E.
  |  
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2023/09/07
FPAR
artificial neural network
interannual trend
climate change
terrestrial ecosystems
Spatial-Temporal Pattern Analysis of Grassland Yield in Mongolian Plateau Based on Artificial Neural Network
期刊论文
OAI收割
REMOTE SENSING, 2023, 卷号: 15, 期号: 16, 页码: 19
作者:
Li, Menghan
;
Wang, Juanle
;
Li, Kai
;
Ochir, Altansukh
;
Togtokh, Chuluun
  |  
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2023/10/09
artificial neural network
machine learning
grass yield
grassland degradation
Mongolian Plateau