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... [34]
沈阳应用生态研究所 [10]
西双版纳热带植物园 [6]
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OAI收割 [71]
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期刊论文 [44]
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An Improved Hybrid GC-LSTM Framework for Hourly Nowcasting of Ground-Level NO
2
Concentrations Over Beijing-Tianjin-Hebei Region
期刊论文
OAI收割
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2025, 卷号: 63, 页码: 14
作者:
Han, Zongfu
;
Fan, Meng
;
Song, Shipeng
;
Liang, Xiaoxia
;
Song, Meina
  |  
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2025/03/03
Atmospheric modeling
Monitoring
Predictive models
Satellites
Long short term memory
Forecasting
Accuracy
Air pollution
Spatial resolution
Graphical models
Grained cascade forest (gcForest)
ground-level nitrogen dioxide (NO2)
long short-term memory (LSTM)
nowcasting
tropospheric monitoring instrument (TROPOMI)
Comparing machine learning algorithms to predict vegetation fire detections in Pakistan
期刊论文
OAI收割
FIRE ECOLOGY, 2024, 卷号: 20, 期号: 1, 页码: 20
作者:
Shahzad, Fahad
;
Mehmood, Kaleem
;
Hussain, Khadim
;
Haidar, Ijlal
  |  
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2024/08/30
Machine learning
Forest fire
Crop fire
Other vegetation fire
Prediction models
Spatiotemporal variations of atmospheric nitrogen deposition in China during 2008-2020
期刊论文
OAI收割
ATMOSPHERIC ENVIRONMENT, 2023, 卷号: 315, 页码: 15
作者:
Chen, Shiliang
;
Chen, Bin
;
Wang, Shaoqiang
;
Sun, Leigang
;
Shi, Hao
  |  
收藏
  |  
浏览/下载:38/0
  |  
提交时间:2024/03/25
Random forest models
Reduced and oxidized nitrogen
NO (x )and SO (2 )emission
NH( 3 )emission
Atmospheric deposition
China
Susceptibility assessment of earth fissure related to groundwater extraction using machine learning methods combined with weights of evidence
期刊论文
OAI收割
NATURAL HAZARDS, 2023, 页码: 23
作者:
Wei, Aihua
;
Chen, Yuanyao
;
Zhao, Haijun
;
Liu, Zhao
;
Yang, Likui
  |  
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2023/12/29
Earth fissure assessment
Weights of evidence
Support vector machine learning
Random forest
Ensemble models
A Comprehensive Prediction Method for Pore Pressure in Abnormally High-Pressure Blocks Based on Machine Learning
期刊论文
OAI收割
PROCESSES, 2023, 卷号: 11, 期号: 9, 页码: 31
作者:
Li, Huayang
;
Tan, Qiang
;
Deng, Jingen
;
Dong, Baohong
;
Li, Bojia
  |  
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2025/06/27
pore pressure prediction
machine learning
KNN
Extra Trees
Random Forest
LightGBM
overpressure
well logs
empirical models
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:36/0
  |  
提交时间:2023/09/07
Learning ensembles of process-based models
Random forest model
Forest ecosystem
Carbon sink potential
A Multilayered-and-Randomized Latent Factor Model for High-Dimensional and Sparse Matrices
期刊论文
OAI收割
IEEE TRANSACTIONS ON BIG DATA, 2022, 卷号: 8, 期号: 3, 页码: 784-794
作者:
Yuan, Ye
;
He, Qiang
;
Luo, Xin
;
Shang, Mingsheng
  |  
收藏
  |  
浏览/下载:53/0
  |  
提交时间:2022/08/22
Computational modeling
Sparse matrices
Big Data
Data models
Stochastic processes
Training
Software algorithms
Big data
latent factor analysis
generally multilayered structure
deep forest
multilayered extreme learning machine
randomized-learning
high-dimensional and sparse matrix
stochastic gradient descent
randomized model
Reflectance and chlorophyll fluorescence-based retrieval of photosynthetic parameters improves the estimation of subtropical forest productivity
期刊论文
OAI收割
ECOLOGICAL INDICATORS, 2021, 卷号: 131, 页码: 12
作者:
Amir, Muhammad
;
Chen, Jinghua
;
Chen, Bin
;
Wang, Shaoqiang
;
Zhu, Kai
  |  
收藏
  |  
浏览/下载:35/0
  |  
提交时间:2022/09/21
Forest
Gross primary production
Chlorophyll fluorescence
V-cmax
Ecosystem models
Reflectance and chlorophyll fluorescence-based retrieval of photosynthetic parameters improves the estimation of subtropical forest productivity
期刊论文
OAI收割
ECOLOGICAL INDICATORS, 2021, 卷号: 131, 页码: 12
作者:
Amir, Muhammad
  |  
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2022/09/21
Forest
Gross primary production
Chlorophyll fluorescence
V-cmax
Ecosystem models
Online Multiview Deep Forest for Remote Sensing Image Classification via Data Fusion
期刊论文
OAI收割
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2021, 卷号: 18, 期号: 8, 页码: 1456-1460
作者:
Nie, Xiangli
;
Gao, Ruofei
;
Wang, Rui
;
Xiang, Deliang
  |  
收藏
  |  
浏览/下载:44/0
  |  
提交时间:2021/11/02
Vegetation
Forestry
Random forests
Feature extraction
Remote sensing
Data models
Training data
Deep forest
online multiview learning
polarimetric synthetic aperture radar (PolSAR)
remote sensing data classification