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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遥感与数字地球研究所 [4]
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OAI收割 [70]
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期刊论文 [43]
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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:2/0
  |  
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
;
Anees, Shoaib Ahmad
  |  
收藏
  |  
浏览/下载:11/0
  |  
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:32/0
  |  
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:11/0
  |  
提交时间:2023/12/29
Earth fissure assessment
Weights of evidence
Support vector machine learning
Random forest
Ensemble 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:26/0
  |  
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:41/0
  |  
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:21/0
  |  
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
;
Chen, Jinghua
;
Chen, Bin
;
Wang, Shaoqiang
;
Zhu, Kai
  |  
收藏
  |  
浏览/下载:27/0
  |  
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:40/0
  |  
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
Quantifying livestock vulnerability to snow disasters in the Tibetan Plateau: Comparing different modeling techniques for prediction
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF DISASTER RISK REDUCTION, 2020, 卷号: 48, 页码: 10
作者:
Ye, Tao
;
Liu, Weihang
;
Mu, Qingyang
;
Zong, Shuo
;
Li, Yijia
  |  
收藏
  |  
浏览/下载:46/0
  |  
提交时间:2021/03/18
Livestock snow disaster
Vulnerability
Generalized additive models
Random forest
Boosted regression trees