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Santa Ana Winds: Fractal-Based Analysis in a Semi-Arid Zone of Northern Mexico 期刊论文
发表期刊: ATMOSPHERE. 出版年: 2022, 卷号: 13, 期号: 1
作者:  Serpa-Usta, Yeraldin;  Lopez-Lambrano, Alvaro Alberto;  Flores, Dora-Luz;  Gamez-Balmaceda, Ena;  Martinez-Acosta, Luisa;  Medrano-Barboza, Juan Pablo;  Lopez, John Freddy Remolina;  Lopez-Ramos, Alvaro;  Lopez-Lambrano, Mariangela
收藏  |  浏览/下载：24/0  |  提交时间：2022/03/17
winds intensity and wildfires  time scale  fractal dimension  
Dynamic Forecast of Desert Locust Presence Using Machine Learning with a Multivariate Time Lag Sliding Window Technique 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 3
作者:  Sun, Ruiqi;  Huang, Wenjiang;  Dong, Yingying;  Zhao, Longlong;  Zhang, Biyao;  Ma, Huiqin;  Geng, Yun;  Ruan, Chao;  Xing, Naichen;  Chen, Xidong;  Li, Xueling
收藏  |  浏览/下载：27/0  |  提交时间：2022/03/17
desert locust  environmental indicator  dynamic forecast  machine learning  time lag  
Developing the artificial neural network-evolutionary algorithms hybrid models (ANN-EA) to predict the daily evaporation from dam reservoirs 期刊论文
发表期刊: ENGINEERING WITH COMPUTERS. 出版年: 2021
作者:  Azar, Naser Arya;  Kardan, Nazila;  Milan, Sami Ghordoyee
收藏  |  浏览/下载：15/0  |  提交时间：2021/11/29
Evaporation  Dam reservoirs  ANN-HHO  ANN-PSO  ANN-WOA  Time series forecast  
Evaluating probabilistic ecological forecasts 期刊论文
发表期刊: ECOLOGY. 出版年: 2021, 卷号: 102, 期号: 8
作者:  Simonis, Juniper L.;  White, Ethan P.;  Ernest, S. K. Morgan
收藏  |  浏览/下载：2/0  |  提交时间：2021/11/19
continuous analysis  desert pocket mouse  ecological forecasting  end-sample holdout  forecast skill  hierarchical Bayes  prequential  score rule  time series  validation  
A Forecast Model Applied to Monitor Crops Dynamics Using Vegetation Indices (NDVI) 期刊论文
发表期刊: APPLIED SCIENCES-BASEL. 出版年: 2021, 卷号: 11, 期号: 4
作者:  Carreno-Conde, Francisco;  Elizabeth Sipols, Ana;  Simon de Blas, Clara;  Mostaza-Colado, David
收藏  |  浏览/下载：21/0  |  提交时间：2021/07/30
forecast model  NDVI  crops  remote sensing  MODIS  weather variables  time series analysis  ARIMAX  
Monthly and seasonal streamflow forecasting of large dryland catchments in Brazil 期刊论文
发表期刊: JOURNAL OF ARID LAND. 出版年: 2021, 卷号: 13, 期号: 3, 页码: 205-223
作者:  Costa, Alexandre C.;  Estacio, Alvson B. S.;  de Souza Filho, Francisco de A.;  Lima Neto, Iran E.
收藏  |  浏览/下载：12/0  |  提交时间：2021/11/19
nonlinear time series analysis  probabilistic streamflow forecasting  reconstructed streamflow data  dryland hydrology  rainfall-runoff modelling  stochastic dynamical systems  
Prediction of desert locust breeding areas using machine learning methods and SMOS (MIR_SMNRT2) Near Real Time product 期刊论文
发表期刊: JOURNAL OF ARID ENVIRONMENTS. 出版年: 2021, 卷号: 194
作者:  Gomez, Diego;  Salvador, Pablo;  Sanz, Julia;  Rodrigo, Juan Fernando;  Gil, Jorge;  Casanova, Jose Luis
收藏  |  浏览/下载：22/0  |  提交时间：2021/11/19
Forecast tool  Pests  Remote sensing  Soil moisture  
A Grey Seasonal Index Model for Forecasting Groundwater Depth of Ningxia Plain 期刊论文
发表期刊: DISCRETE DYNAMICS IN NATURE AND SOCIETY. 出版年: 2021, 卷号: 2021
作者:  Yin, Ziqi;  Zhang, Kai
收藏  |  浏览/下载：2/0  |  提交时间：2021/11/29
Mathematical model, forecast and analysis on the spread of COVID-19 期刊论文
发表期刊: CHAOS SOLITONS & FRACTALS. 出版年: 2021, 卷号: 147
作者:  Mishra, Bimal Kumar;  Keshri, Ajit Kumar;  Saini, Dinesh Kumar;  Ayesha, Syeda;  Mishra, Binay Kumar;  Rao, Yerra Shankar
收藏  |  浏览/下载：4/0  |  提交时间：2021/07/30
mathematical model  forecasting  time series analysis  COVID-19  reproduction number  quarantine  
Evaluation of Artificial Neural Networks Performance Using Various Normalization Methods for Water Demand Forecasting 会议论文
会议名称: IEEE 4th National Computing Colleges Conference (NCCC). 会议地点: ELECTR NETWORK. 会议日期: MAR 27-28, 2021
作者:  Al-Ghamdi, Al-Batool;  Kamel, Souad;  Khayyat, Mashael
收藏  |  浏览/下载：5/0  |  提交时间：2021/11/19
Artificial Neural Networks  normalization  forecasting  time series  water demand  root mean square error