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Machine learning models improve the prediction of groundwater depth in the Ningxia area of China 科技资讯
2024
收藏  |  浏览/下载：0/0  |  提交时间：2024/05/23
Prediction of soil moisture using BiGRU-LSTM model with STL decomposition in Qinghai-Tibet Plateau 期刊论文
PEERJ, 2023, 卷号: 11
作者:  Zhao, Lufei;  Luo, Tonglin;  Jiang, Xuchu;  Zhang, Biao
收藏  |  浏览/下载：0/0  |  提交时间：2024/03/01
Soil moisture  Time series prediction  STL decomposition  BiGRU  LSTM  Qinghai-Tibet Plateau  
A novel dynamic predictive method of water inrush from coal floor based on gated recurrent unit model 期刊论文
Natural Hazards, 2021, 卷号: 105, 期号: 2
作者:  Zhang Y.;  Yang L.
收藏  |  浏览/下载：8/0  |  提交时间：2021/09/01
Dynamic prediction  Feature selection  Gated recurrent unit neural network  Water inrush from coal floor  
Real-time hourly ozone prediction system for Yangtze River Delta area using attention based on a sequence to sequence model 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 244
作者:  Jia P.;  Cao N.;  Yang S.
收藏  |  浏览/下载：27/0  |  提交时间：2022/01/18
Air quality model  Attention  Ozone prediction  Sequence to sequence deep learning  Yangtze river delta  
Deep Learning Forecasts of Soil Moisture: Convolutional Neural Network and Gated Recurrent Unit Models Coupled with Satellite-Derived MODIS, Observations and Synoptic-Scale Climate Index Data 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 4
作者:  Ahmed, A. A. Masrur;  Deo, Ravinesh C.;  Raj, Nawin;  Ghahramani, Afshin;  Feng, Qi;  Yin, Zhenliang;  Yang, Linshan
收藏  |  浏览/下载：28/0  |  提交时间：2021/12/07
Hybrid deep learning method for a week-ahead evapotranspiration forecasting 期刊论文
STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, 2021
作者:  Ahmed, A. A. Masrur;  Deo, Ravinesh C.;  Feng, Qi;  Ghahramani, Afshin;  Raj, Nawin;  Yin, Zhenliang;  Yang, Linshan
收藏  |  浏览/下载：24/0  |  提交时间：2021/12/07
Deep learning hybrid model with Boruta-Random forest optimiser algorithm for streamflow forecasting with climate mode indices, rainfall, and periodicity 期刊论文
JOURNAL OF HYDROLOGY, 2021, 卷号: 599
作者:  Ahmed, A. A. Masrur;  Deo, Ravinesh C.;  Feng, Qi;  Ghahramani, Afshin;  Raj, Nawin;  Yin, Zhenliang;  Yang, Linshan
收藏  |  浏览/下载：37/0  |  提交时间：2021/12/07
Real-time hourly ozone prediction system for Yangtze River Delta area using attention based on a sequence to sequence model 期刊论文
Atmospheric Environment, 2021, 卷号: 244
作者:  Jia P.;  Cao N.;  Yang S.
收藏  |  浏览/下载：27/0  |  提交时间：2020/11/23
Evaluation of Three Deep Learning Models for Early Crop Classification Using Sentinel-1A Imagery Time Series-A Case Study in Zhanjiang, China 期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 22
作者:  Zhao, Hongwei;  Chen, Zhongxin;  Jiang, Hao;  Jing, Wenlong;  Sun, Liang;  Feng, Min
收藏  |  浏览/下载：27/0  |  提交时间：2022/06/21
RANDOM FOREST  NETWORK  SYSTEM  FIELDS  AREA  
State of the Climate in 2017 科技报告
, 2018
作者:  [unavailable]
Adobe PDF(18460Kb)  |  收藏  |  浏览/下载：10/0  |  提交时间：2021/11/24