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New insights on the prevalence of drizzle in marine stratocumulus clouds based on a machine learning algorithm applied to radar Doppler spectra 期刊论文
Atmospheric Chemistry and Physics, 2022
作者:  Zeen Zhu, Pavlos Kollias, Edward Luke, and Fan Yang
收藏  |  浏览/下载:9/0  |  提交时间:2022/06/24
Estimating the urban atmospheric boundary layer height from remote sensing applying machine learning techniques 期刊论文
Atmospheric Research, 2021
作者:  Gregori de Arruda Moreira, Guadalupe Sánchez-Hernández, Juan Luis Guerrero-Rascado, Alberto Cazorla, Lucas Alados-Arboledas
收藏  |  浏览/下载:13/0  |  提交时间:2021/12/15
Applying deep learning for identifying bioturbation from core photographs 期刊论文
AAPG Bulletin, 2021
作者:  Eric Timmer;  Calla Knudson;  Murray Gingras
收藏  |  浏览/下载:1/0  |  提交时间:2021/04/20
Automated detection of archaeological mounds using machine-learning classification of multisensor and multitemporal satellite data 期刊论文
Proceedings of the National Academy of Science, 2020
作者:  Hector A. Orengo;  Francesc C. Conesa;  Arnau Garcia-Molsosa;  Agustín Lobo;  Adam S. Green;  Marco Madella;  Cameron A. Petrie
收藏  |  浏览/下载:4/0  |  提交时间:2020/08/09
Improving the prediction of an atmospheric chemistry transport model using gradient-boosted regression trees 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2020, 20 (13) : 8063-8082
作者:  Ivatt, Peter D.;  Evans, Mathew J.
收藏  |  浏览/下载:11/0  |  提交时间:2020/07/21
Spatio-temporal variation of reference evapotranspiration in northwest China based on CORDEX-EA 期刊论文
ATMOSPHERIC RESEARCH, 2020, 238
作者:  Yang, Linshan;  Feng, Qi;  Adamowski, Jan F.;  Yin, Zhenliang;  Wen, Xiaohu;  Wu, Min;  Jia, Bing;  Hao, Qiang
收藏  |  浏览/下载:14/0  |  提交时间:2020/08/18
CORDEX-EA  Reference evapotranspiration  Machine learning algorithm  Northwest China  
Dynamic spatial-temporal precipitation distribution models for short-duration rainstorms in Shenzhen, China based on machine learning 期刊论文
ATMOSPHERIC RESEARCH, 2020, 237
作者:  Liu, Yuan-Yuan;  Li, Lei;  Liu, Ye-Sen;  Chan, Pak Wai;  Zhang, Wen-Hai
收藏  |  浏览/下载:10/0  |  提交时间:2020/07/02
Short-duration rainstorm  Machine learning  Locally linear embedding method  Dynamic spatial-temporal distribution  Shenzhen  
Ordinal regression algorithms for the analysis of convective situations over Madrid-Barajas airport 期刊论文
ATMOSPHERIC RESEARCH, 2020, 236
作者:  Guijo-Rubio, D.;  Casanova-Mateo, C.;  Sanz-Justo, J.;  Gutierrez, P. A.;  Cornejo-Bueno, S.;  Hervas, C.;  Salcedo-Sanz, S.
收藏  |  浏览/下载:7/0  |  提交时间:2020/07/02
Convective clouds  Convective analysis  Airports  Machine learning techniques  Ordinal regression  
A machine-learning-based cloud detection and thermodynamic-phase classification algorithm using passive spectral observations 期刊论文
Atmos. Meas. Tech
作者:  Chenxi Wang, Steven Platnick, Kerry Meyer, Zhibo Zhang, and Yaping Zhou
收藏  |  浏览/下载:7/0  |  提交时间:2020/06/05
Physical-empirical models for prediction of seasonal rainfall extremes of Peninsular Malaysia 期刊论文
ATMOSPHERIC RESEARCH, 2020, 233
作者:  Pour, Sahar Hadi;  Abd Wahab, Ahmad Khairi;  Shahid, Shamsuddin
收藏  |  浏览/下载:12/0  |  提交时间:2020/07/02
Extreme rainfall  Climate forecasting  Physical-empirical model  Machine learning algorithm  Recursive feature elimination