Arid

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Enhancing in-season yield forecast accuracy for film-mulched wheat: A hybrid approach coupling crop model and UAV remote-sensing data by ensemble learning technique 期刊论文
发表期刊: EUROPEAN JOURNAL OF AGRONOMY. 出版年: 2024, 卷号: 156
作者:  Cheng, Zhikai;  Gu, Xiaobo;  Zhou, Zhihui;  Zhang, Yuanling;  Yin, Haowei;  Li, Wenlong;  Chang, Tian;  Du, Yadan
收藏  |  浏览/下载:22/0  |  提交时间:2024/10/04
Unmanned aerial vehicle  Ensemble learning  Wheat  AquaCrop model  Yield forecast  
Examining the Long-Run and Short-Run Relationship between Water Demand and Socio-Economic Explanatory Variables: Evidence from Amman 期刊论文
发表期刊: SUSTAINABILITY. 出版年: 2024, 卷号: 16, 期号: 6
作者:  Telfah, Dua'a B.;  Jaradat, Aiman Q.;  Ismail, Rabah
收藏  |  浏览/下载:17/0  |  提交时间:2024/10/04
vector error correction model with exogenous variables  co-integration  forecast  Amman  municipal water demand  
Tuning ANN Hyperparameters by CPSOCGSA, MPA, and SMA for Short-Term SPI Drought Forecasting 期刊论文
发表期刊: ATMOSPHERE. 出版年: 2022, 卷号: 13, 期号: 9
作者:  Alawsi, Mustafa A.;  Zubaidi, Salah L.;  Al-Ansari, Nadhir;  Al-Bugharbee, Hussein;  Ridha, Hussein Mohammed
收藏  |  浏览/下载:12/0  |  提交时间:2024/09/20
drought forecast model  metaheuristic algorithms  artificial neural network  standardised precipitation index  Iraq  
Probabilistic 2-meter surface temperature forecasting over Xinjiang based on Bayesian model averaging 期刊论文
发表期刊: FRONTIERS IN EARTH SCIENCE. 出版年: 2022, 卷号: 10
作者:  Aihaiti, Ailiyaer;  Wang, Yu;  Ali, Mamtimin;  Huo, Wen;  Zhu, Lianhua;  Liu, Junjian;  Gao, Jiacheng;  Wen, Cong;  Song, Meiqi
收藏  |  浏览/下载:14/0  |  提交时间:2024/09/20
regional numerical model  Xinjiang  2-m temperature  BMA model  probability forecast  
A hybrid framework for forecasting monthly reservoir inflow based on machine learning techniques with dynamic climate forecasts, satellite-based data, and climate phenomenon information 期刊论文
发表期刊: STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT. 出版年: 2021
作者:  Tian, Di;  He, Xiaogang;  Srivastava, Puneet;  Kalin, Latif
收藏  |  浏览/下载:40/0  |  提交时间:2021/11/29
Reservoir inflow forecast  Machine learning  Dynamic climate forecast  Climate indices  Satellite-based soil moisture and evaporation  Multi-model ensemble  
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:34/0  |  提交时间:2021/07/30
forecast model  NDVI  crops  remote sensing  MODIS  weather variables  time series analysis  ARIMAX  
小波包分解与多个机器学习模型耦合在风速预报中的对比 期刊论文
发表期刊: 中国沙漠. 出版年: 2021, 卷号: 41, 期号: 2
作者:  王同亮;  马绍休;  高扬;  宫毓来;  安志山
收藏  |  浏览/下载:41/0  |  提交时间:2021/08/05
wind speed forecast  wavelet packet decomposition  deep learning model  arid and semi-arid area  hybrid model  
TOKASIDE模型及其在洪水预报中的应用 期刊论文
发表期刊: 水文. 出版年: 2021, 卷号: 41, 期号: 3, 页码: 49-
作者:  刘志雨;  孔祥意;  李致家
收藏  |  浏览/下载:17/0  |  提交时间:2021/11/19
TOKASID  distributed hydrological model  TOKASIDE  flood forecast  humid  semi-arid  
Effects of Dynamic Vegetation on Global Climate Simulation Using the NCEP GFS and SSiB4/TRIFFID 期刊论文
发表期刊: Journal of Meteorological Research. 出版年: 2021, 卷号: 35, 期号: 6, 页码: 1041-1056
作者:  Zhang Zhengqiu;  Xue Yongkang;  Zhai Panmao;  Deng Huiping
收藏  |  浏览/下载:33/0  |  提交时间:2022/03/18
NCEP Global Forecast System (GFS)  Simplified Simple Biosphere Model version 4/Top-down Representation of Interactive Foliage and Flora Including Dynamics (SSiB4/TRIFFID)  global climate simulation  effects of dynamic vegetation  
Effects of Dynamic Vegetation on Global Climate Simulation Using the NCEP GFS and SSiB4/TRIFFID 期刊论文
发表期刊: JOURNAL OF METEOROLOGICAL RESEARCH. 出版年: 2021, 卷号: 35, 期号: 6
作者:  Zhang, Zhengqiu;  Xue, Yongkang;  Zhai, Panmao;  Deng, Huiping
收藏  |  浏览/下载:35/0  |  提交时间:2022/03/17
NCEP Global Forecast System (GFS)  Simplified Simple Biosphere Model version 4  Top-down Representation of Interactive Foliage and Flora Including Dynamics (SSiB4  TRIFFID)  global climate simulation  effects of dynamic vegetation