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Deep Learning for Vegetation Health Forecasting: A Case Study in Kenya 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 3
作者:  Lees, Thomas;  Tseng, Gabriel;  Atzberger, Clement;  Reece, Steven;  Dadson, Simon
收藏  |  浏览/下载：12/0  |  提交时间：2022/03/17
machine learning  deep learning  drought  vegetation health  
Anesthesia disrupts distance, but not direction, of path integration memory 期刊论文
发表期刊: CURRENT BIOLOGY. 出版年: 2022, 卷号: 32, 期号: 2, 页码: 445-+
作者:  Pisokas, Ioannis;  Roessler, Wolfgang;  Webb, Barbara;  Zeil, Jochen;  Narendra, Ajay
收藏  |  浏览/下载：3/0  |  提交时间：2022/03/17
Prediction of short-term photovoltaic power via codec neural network and mode decomposition based deep learning approach 期刊论文
发表期刊: ENERGY SCIENCE & ENGINEERING. 出版年: 2021
作者:  Li, Jie;  Li, RunRan;  Jia, YuanJie;  Zhang, ZhiXin
收藏  |  浏览/下载：12/0  |  提交时间：2022/02/12
codec neural network  fusion neural network model  multidimensional constraints variational mode decomposition  photovoltaic power prediction  
Using deep learning for precipitation forecasting based on spatio-temporal information: a case study 期刊论文
发表期刊: CLIMATE DYNAMICS. 出版年: 2021
作者:  Li, Weide;  Gao, Xi;  Hao, Zihan;  Sun, Rong
收藏  |  浏览/下载：55/0  |  提交时间：2021/11/19
Precipitation forecasting  Spatio-temporal information  Deep learning  Feature extraction  Semi-arid area  
Spatial modelling of soil salinity: deep or shallow learning models? 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2021
作者:  Mohammadifar, Aliakbar;  Gholami, Hamid;  Golzari, Shahram;  Collins, Adrian L.
收藏  |  浏览/下载：27/0  |  提交时间：2021/07/30
Deep learning models  Shallow machine learning models  Soil salinity spatial maps  Deep convolutional neural networks  
High-resolution prediction of the spatial distribution of PM2.5 concentrations in China using a long short-term memory model 期刊论文
发表期刊: JOURNAL OF CLEANER PRODUCTION. 出版年: 2021, 卷号: 297
作者:  Wang, Zhige;  Zhou, Yue;  Zhao, Ruiying;  Wang, Nan;  Biswas, Asim;  Shi, Zhou
收藏  |  浏览/下载：18/0  |  提交时间：2021/07/30
PM2.5 prediction  AOD  LSTM  Time series data modeling  
Generalized Structure Functions and Multifractal Detrended Fluctuation Analysis Applied to Vegetation Index Time Series: An Arid Rangeland Study 期刊论文
发表期刊: ENTROPY. 出版年: 2021, 卷号: 23, 期号: 5
作者:  Sanz, Ernesto;  Saa-Requejo, Antonio;  Diaz-Ambrona, Carlos H.;  Ruiz-Ramos, Margarita;  Rodriguez, Alfredo;  Iglesias, Eva;  Esteve, Paloma;  Soriano, Barbara;  Tarquis, Ana M.
收藏  |  浏览/下载：3/0  |  提交时间：2021/11/29
NDVI  multiscaling  generalized structure function  detrended fluctuation analysis  grassland  
Comparative analysis of kernel-based versus ANN and deep learning methods in monthly reference evapotranspiration estimation 期刊论文
发表期刊: HYDROLOGY AND EARTH SYSTEM SCIENCES. 出版年: 2021, 卷号: 25, 期号: 2, 页码: 603-618
作者:  Sattari, Mohammad Taghi;  Apaydin, Halit;  Band, Shahab S.;  Mosavi, Amir;  Prasad, Ramendra
收藏  |  浏览/下载：12/0  |  提交时间：2021/07/30
Deep Neural Networks for Predicting Solar Radiation at Hail Region, Saudi Arabia 期刊论文
发表期刊: IEEE ACCESS. 出版年: 2021, 卷号: 9, 页码: 36719-36729
作者:  Boubaker, Sahbi;  Benghanem, Mohamed;  Mellit, Adel;  Lefza, Ayoub;  Kahouli, Omar;  Kolsi, Lioua
收藏  |  浏览/下载：9/0  |  提交时间：2021/11/29
Global horizontal irradiation  prediction  deep learning  recurrent neural networks  LSTM  GRU  BiLSTM  BiGRU  CNN  CNN-LSTM  CNN-BiLSTM  
Time-delayed machine learning models for estimating groundwater depth in the Hetao Irrigation District, China 期刊论文
发表期刊: AGRICULTURAL WATER MANAGEMENT. 出版年: 2021, 卷号: 255
作者:  Ao, Chang;  Zeng, Wenzhi;  Wu, Lifeng;  Qian, Long;  Srivastava, Amit Kumar;  Gaiser, Thomas
收藏  |  浏览/下载：16/0  |  提交时间：2021/11/29
Machine learning models  Groundwater  LSTM  KNEA  GRU