Arid

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Impacts of Climate Change on Runoff in the Heihe River Basin, China 期刊论文
发表期刊: ATMOSPHERE. 出版年: 2024, 卷号: 15, 期号: 5
作者:  Liu, Qin;  Cheng, Peng;  Lyu, Meixia;  Yan, Xinyang;  Xiao, Qingping;  Li, Xiaoqin;  Wang, Lei;  Bao, Lili
收藏  |  浏览/下载:38/0  |  提交时间:2024/10/04
Heihe River Basin  climate change  runoff changes  machine learning methods  runoff forecasting models  
How accurate are the machine learning models in improving monthly rainfall prediction in hyper arid environment? 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2024, 卷号: 633
作者:  Baig, Faisal;  Ali, Luqman;  Faiz, Muhammad Abrar;  Chen, Haonan;  Sherif, Mohsen
收藏  |  浏览/下载:13/0  |  提交时间:2024/10/04
Rainfall forecasting  Arid regions  Machine learning  Sensitivity analysis  
Mediterranean basin vegetation forecasting approaches: accuracy analysis & climate-land cover-sensor nexus impacts 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF REMOTE SENSING. 出版年: 2023
作者:  Naciri, H.;  Ben Achhab, N.;  Ezzaher, F-E.;  Sobrino, J. A.;  Raissouni, N.
收藏  |  浏览/下载:21/0  |  提交时间:2024/09/29
Mediterranean basin  time series  statistical forecasting  machine learning forecasting  forecasting accuracy  remote sensing  climate impacts  
Drought Forecasting Using Integrated Variational Mode Decomposition and Extreme Gradient Boosting 期刊论文
发表期刊: WATER. 出版年: 2023, 卷号: 15, 期号: 19
作者:  Ekmekcioglu, Oemer
收藏  |  浏览/下载:20/0  |  提交时间:2024/09/29
drought forecasting  hydrology  machine learning  Mann-Whitney U test  sc-PDSI  semi-arid climate  signal processing  wavelet transform  variational mode decomposition  
Deep Machine Learning for Forecasting Daily Potential Evapotranspiration in Arid Regions, Case: Atacama Desert Header 期刊论文
发表期刊: AGRICULTURE-BASEL. 出版年: 2022, 卷号: 12, 期号: 12
作者:  Pino-Vargas, Edwin;  Taya-Acosta, Edgar;  Ingol-Blanco, Eusebio;  Torres-Rua, Alfonso
收藏  |  浏览/下载:9/0  |  提交时间:2024/09/20
evapotranspiration  forecasting  machine learning  deep learning  arid zones  
YIELD FORECASTING AND ASSESSMENT OF INTERANNUAL WHEAT YIELD VARIABILITY USING MACHINE LEARNING APPROACH IN SEMI-ARID ENVIRONMENT 期刊论文
发表期刊: PAKISTAN JOURNAL OF AGRICULTURAL SCIENCES. 出版年: 2021, 卷号: 58, 期号: 2, 页码: 461-470
作者:  Kanwal, Hafiza Hamrah;  Ahmad, Ishfaq;  Ahmad, Ashfaq;  Li, Yongfu
收藏  |  浏览/下载:36/0  |  提交时间:2021/07/30
Image classification  Machine learning algorithms  Yield forecasting  Interannual variability  
Weather Conditions Impact on Electricity Consumption in Smart Homes: Machine Learning Based Prediction Model 会议论文
会议名称: 8th International Conference on Electrical and Electronics Engineering (ICEEE). 会议地点: Antalya, TURKEY. 会议日期: APR 09-11, 2021
作者:  Ben Brahim, Ghassen
收藏  |  浏览/下载:42/0  |  提交时间:2022/03/18
smart homes  electricity prediction  energy forecasting  machine learning  weather information  
Comparison of Implicit vs. Explicit Regime Identification in Machine Learning Methods for Solar Irradiance Prediction 期刊论文
发表期刊: ENERGIES. 出版年: 2020, 卷号: 13, 期号: 3
作者:  McCandless, Tyler;  Dettling, Susan;  Haupt, Sue Ellen
收藏  |  浏览/下载:28/0  |  提交时间:2020/05/22
solar power forecasting  machine learning  artificial intelligence  regression tree  artificial neural networks  unsupervised learning  supervised learning  regime-identification  
The Schaake Shuffle Technique to Combine Solar and Wind Power Probabilistic Forecasting 期刊论文
发表期刊: ENERGIES. 出版年: 2020, 卷号: 13, 期号: 10
作者:  Alessandrini, Stefano;  McCandless, Tyler
收藏  |  浏览/下载:18/0  |  提交时间:2020/07/01
solar power forecasting  wind power forecasting  ensemble forecasting  analog ensemble  schaake shuffle  machine learning  
Day-ahead photovoltaic power production forecasting methodology based on machine learning and statistical post-processing 期刊论文
发表期刊: APPLIED ENERGY. 出版年: 2020, 卷号: 268
作者:  Theocharides, Spyros;  Makrides, George;  Livera, Andreas;  Theristis, Marios;  Kaimakis, Paris;  Georghiou, George E.
收藏  |  浏览/下载:9/0  |  提交时间:2021/01/07
Artificial neural networks  Clustering  Forecasting  Machine learning  Photovoltaic  Performance