Arid

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Soil salinity prediction using Machine Learning and Sentinel-2 Remote Sensing Data in Hyper-Arid areas 期刊论文
发表期刊: PHYSICS AND CHEMISTRY OF THE EARTH. 出版年: 2023, 卷号: 130
作者:  Kaplan, Gordana;  Gasparovic, Mateo;  Alqasemi, Abduldaem S.;  Aldhaheri, Alya;  Abuelgasim, Abdelgadir;  Ibrahim, Majed
收藏  |  浏览/下载:12/0  |  提交时间:2024/09/29
Soil salinity  Google earth engine  Sentinel-2  Remote sensing  Machine learning  Modeling  
Exploring Random Forest Machine Learning and Remote Sensing Data for Streamflow Prediction: An Alternative Approach to a Process-Based Hydrologic Modeling in a Snowmelt-Driven Watershed 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2023, 卷号: 15, 期号: 16
作者:  Islam, Khandaker Iftekharul;  Elias, Emile;  Carroll, Kenneth C.;  Brown, Christopher
收藏  |  浏览/下载:14/0  |  提交时间:2024/09/29
streamflow prediction  random forest machine learning  hydrologic modeling  water resource management  remote sensing data  climate change  
Data intelligence and hybrid metaheuristic algorithms-based estimation of reference evapotranspiration 期刊论文
发表期刊: APPLIED WATER SCIENCE. 出版年: 2022, 卷号: 12, 期号: 7
作者:  Elbeltagi, Ahmed;  Raza, Ali;  Hu, Yongguang;  Al-Ansari, Nadhir;  Kushwaha, N. L.;  Srivastava, Aman;  Vishwakarma, Dinesh Kumar;  Zubair, Muhammad
收藏  |  浏览/下载:15/0  |  提交时间:2024/09/20
Reference evapotranspiration  Additive regression  Sensitivity and regression analysis  Machine learning  Hydrological modeling  
Predicting future cognitive decline from non-brain and multimodal brain imaging data in healthy and pathological aging 期刊论文
发表期刊: NEUROBIOLOGY OF AGING. 出版年: 2022, 卷号: 118, 页码: 55-65
作者:  Vieira, Bruno Hebling;  Liem, Franziskus;  Dadi, Kamalaker;  Engemann, Denis A.;  Gramfort, Alexandre;  Bellec, Pierre;  Craddock, Richard Cameron;  Damoiseaux, Jessica S.;  Steele, Christopher J.;  Yarkoni, Tal;  Langer, Nicolas;  Margulies, Daniel S.;  Varoquaux, Gael
收藏  |  浏览/下载:6/0  |  提交时间:2024/09/20
Biomarker  Machine learning  Predictive modeling  Open science  Cross-validation  
Evaluating Three Supervised Machine Learning Algorithms (LM, BR, and SCG) for Daily Pan Evaporation Estimation in a Semi-Arid Region 期刊论文
发表期刊: WATER. 出版年: 2022, 卷号: 14, 期号: 21
作者:  Aghelpour, Pouya;  Bagheri-Khalili, Zahra;  Varshavian, Vahid;  Mohammadi, Babak
收藏  |  浏览/下载:7/0  |  提交时间:2024/09/20
hydrological modeling  machine learning  supervised learning  pan evaporation  hydroinformatics  
Integrating Remote Sensing and Machine Learning for Regional-Scale Habitat Mapping: Advances and Future Challenges for Desert Locust Monitoring 期刊论文
发表期刊: IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE. 出版年: 2021
作者:  Rhodes, Kristen;  Sagan, Vasit
收藏  |  浏览/下载:40/0  |  提交时间:2022/02/12
Remote sensing  Data models  Biological system modeling  Predictive models  Machine learning  Vegetation mapping  Temperature measurement  
Distributed functional connectivity predicts neuropsychological test performance among older adults 期刊论文
发表期刊: HUMAN BRAIN MAPPING. 出版年: 2021, 卷号: 42, 期号: 10, 页码: 3305-3325
作者:  Kwak, Seyul;  Kim, Hairin;  Kim, Hoyoung;  Youm, Yoosik;  Chey, Jeanyung
收藏  |  浏览/下载:21/0  |  提交时间:2021/07/30
brain connectomics  cognitive aging  dementia  machine learning  neuropsychological test  predictive modeling  
Efficacy of machine learning techniques in predicting groundwater fluctuations in agro-ecological zones of India 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2021, 卷号: 785
作者:  Mohapatra, Janaki B.;  Jha, Piyush;  Jha, Madan K.;  Biswal, Sabinaya
收藏  |  浏览/下载:14/0  |  提交时间:2021/11/29
Groundwater-level prediction  Data-driven modeling  ANFIS  DNN  SVM  Agro-Ecological Zone  Machine learning  artificial intelligence techniques  
Signal Attenuation Prediction Model for a 22 GHz Terrestrial Communication Link in Sudan Due to Dust and Sand Storms Using Machine Learning 期刊论文
发表期刊: IEEE ACCESS. 出版年: 2021, 卷号: 9, 页码: 164632-164642
作者:  Shamim, Mohammed Zubair M.;  Elsheikh, Elfatih Abdelrahman Ahmed;  Salih, Fakher Eldin Mohamed Suliman;  Islam, Md Rafiqul
收藏  |  浏览/下载:26/0  |  提交时间:2022/02/12
Storms  Attenuation  Atmospheric modeling  Microwave measurement  Microwave communication  Humidity  Atmospheric measurements  Dust and sand storms  machine learning  microwave signal attenuation  terrestrial communication  
A Machine Learning Framework for Olive Farms Profit Prediction 期刊论文
发表期刊: WATER. 出版年: 2021, 卷号: 13, 期号: 23
作者:  Christias, Panagiotis;  Mocanu, Mariana
收藏  |  浏览/下载:37/0  |  提交时间:2022/02/12
Machine Learning  predictive modeling  data preprocessing  resampling  ensemble methods  irrigation management  olive tree farms