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Identifying Anomalous Regions of Vegetation Change From 2000 to 2020, China: Driving Forces, Probability, and Colocation Patterns 期刊论文
发表期刊: IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING. 出版年: 2024, 卷号: 17, 页码: 14337-14352
作者:  Zhang, Xinyue;  Peng, Li;  Tan, Jing;  Zhang, Huijuan;  Yu, Huan
收藏  |  浏览/下载：31/0  |  提交时间：2024/10/04
Climate change  Human activity recognition  Vegetation mapping  Indexes  Probability  Statistical analysis  Weather forecasting  Environmental monitoring  Normalized difference vegetation index  Anomalous region  climate change  colocation patterns  human activity  normalized difference vegetation index (NDVI)  
Rainfall forecasting in arid regions in response to climate change using ARIMA and remote sensing 期刊论文
发表期刊: GEOMATICS NATURAL HAZARDS & RISK. 出版年: 2024, 卷号: 15, 期号: 1
作者:  Abd-Elhamid, Hany F.;  El-Dakak, Amr M.;  Zelenakova, Martina;  Saleh, O. K.;  Mahdy, Mohamed;  Abd El Ghany, Samah H.
收藏  |  浏览/下载：18/0  |  提交时间：2024/10/04
Rainfall forecasting  RS  GIS  ARIMA  climate change  arid regions  Syria  
On reliability enhancement of solar PV arrays using hybrid SVR for soiling based on WT and EMD methods 期刊论文
发表期刊: AIN SHAMS ENGINEERING JOURNAL. 出版年: 2024, 卷号: 15, 期号: 6
作者:  Redekar, Abhijeet;  Dhiman, Harsh S.;  Deb, Dipankar;  Muyeen, S. M.
收藏  |  浏览/下载：18/0  |  提交时间：2024/10/04
Soiling forecasting  Wavelet transform  Support vector regression  Empirical mode decomposition  
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  
Ensemble learning of decomposition-based machine learning models for multistep-ahead daily streamflow forecasting in northwest China 期刊论文
发表期刊: HYDROLOGICAL SCIENCES JOURNAL. 出版年: 2024, 卷号: 69, 期号: 11, 页码: 1501-1522
作者:  Yu, Haijiao;  Yang, Linshan;  Feng, Qi;  Barzegar, Rahim;  Adamowski, Jan F.;  Wen, Xiaohu
收藏  |  浏览/下载：29/0  |  提交时间：2024/10/04
Bayesian model averaging  ensemble learning  decomposition  oasis  streamflow forecasting  
An enhanced drought forecasting in coastal arid regions using deep learning approach with evaporation index 期刊论文
发表期刊: ENVIRONMENTAL RESEARCH. 出版年: 2024, 卷号: 246
作者:  Al Moteri, Moteeb;  Alrowais, Fadwa;  Mtouaa, Wafa;  Aljehane, Nojood O.;  Alotaibi, Saud S.;  Marzouk, Radwa;  Hilal, Anwer Mustafa;  Ahmed, Noura Abdelaziz
收藏  |  浏览/下载：20/0  |  提交时间：2024/10/04
Coastal arid region  Drought forecasting  Standard precipitation evaporation index  Deep learning  Natural disaster  Attention  
A unified runoff generation scheme for applicability across different hydrometeorological zones 期刊论文
发表期刊: ENVIRONMENTAL MODELLING & SOFTWARE. 出版年: 2024, 卷号: 180
作者:  Zhang, Qinuo;  Zhang, Ke;  Chao, Lijun;  Chen, Xinyu;  Wu, Nan
收藏  |  浏览/下载：17/0  |  提交时间：2024/10/04
Semi-humid regions  Unified runoff generation scheme  Different hydrometeorological regions  Flood forecasting  Saturation-excess and infiltration-excess mechanisms  Grid-Xin'anjiang-infiltration-excess (GXAJ-IE) model  
Enhancing Accuracy of Forecasting Monthly Reservoir Inflow by Using Comparison of Three New Hybrid Models: A Case Study of The Droodzan Dam in Iran 期刊论文
发表期刊: IRANIAN JOURNAL OF SCIENCE AND TECHNOLOGY-TRANSACTIONS OF CIVIL ENGINEERING. 出版年: 2024
作者:  Khorram, Saeed;  Jehbez, Nima
收藏  |  浏览/下载：19/0  |  提交时间：2024/10/04
Reservoir inflow forecasting  Long short-term memory  Support vector machines  Artificial neural  Fuzzy inference system  Hybrid model  
Spatio-temporal modeling of climate change impacts on drought forecast using Generative Adversarial Network: A case study in Africa 期刊论文
发表期刊: EXPERT SYSTEMS WITH APPLICATIONS. 出版年: 2024, 卷号: 238
作者:  Ferchichi, Ahlem;  Chihaoui, Mejda;  Ferchichi, Aya
收藏  |  浏览/下载：23/0  |  提交时间：2024/10/04
GAN  Spatio-temporal modeling  Climate change impacts  Drought forecasting  Multivariate time series  Remote sensing data  Africa  
Hybrid machine learning system based on multivariate data decomposition and feature selection for improved multitemporal evapotranspiration forecasting 期刊论文
发表期刊: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. 出版年: 2024, 卷号: 135
作者:  Lee, Jinwook;  Bateni, Sayed M.;  Jun, Changhyun;  Heggy, Essam;  Jamei, Mehdi;  Kim, Dongkyun;  Ghafouri, Hamid Reza;  Deenik, Jonathan L.
收藏  |  浏览/下载：28/0  |  提交时间：2024/10/04
Reference evapotranspiration  Multitemporal forecasting  Multivariate variational mode decomposition  KBest selection  Hybrid system