Big data analytics in weather forecasting: A systematic review

M Fathi, M Haghi Kashani, SM Jameii… - … Methods in Engineering, 2022 - Springer
Weather forecasting, as an important and indispensable procedure in people's daily lives,
evaluates the alteration happening in the current condition of the atmosphere. Big data …

[HTML][HTML] The applicability of big data in climate change research: The importance of system of systems thinking

V Sebestyén, T Czvetkó, J Abonyi - Frontiers in Environmental …, 2021 - frontiersin.org
The aim of this paper is to provide an overview of the interrelationship between data science
and climate studies, as well as describes how sustainability climate issues can be managed …

[HTML][HTML] Multi-channel weather radar echo extrapolation with convolutional recurrent neural networks

QK Tran, S Song - Remote Sensing, 2019 - mdpi.com
This article presents an investigation into the problem of 3D radar echo extrapolation in
precipitation nowcasting, using recent AI advances, together with a viewpoint from Computer …

A survey on domain-specific languages for machine learning in big data

I Portugal, P Alencar, D Cowan - arXiv preprint arXiv:1602.07637, 2016 - arxiv.org
The amount of data generated in the modern society is increasing rapidly. New problems
and novel approaches of data capture, storage, analysis and visualization are responsible …

[PDF][PDF] Weather-temperature pattern prediction and anomaly identification using artificial neural network

H Tyagi, S Suran, V Pattanaik - International Journal of Computer …, 2016 - researchgate.net
Temperature prediction is one of the most important and challenging task in today‟ s world.
Temperature prediction is the attempt by meteorologists to forecast the state of the …

DSSAE-BBOA: deep learning-based weather big data analysis and visualization

R Dharavath - Multimedia Tools and Applications, 2021 - Springer
The weather forecasting process is used to predict the future atmospheric condition of a
specified location. The evolution of the big data era gives the chances to significantly …

[HTML][HTML] 数字化背景下环境气象业务转型调研及发展思路

王媛媛, 郭锐, 马小会 - Advances in Environmental Protection, 2023 - hanspub.org
随着人工智能技术在气象预报领域应用的不断深入, 环境气象业务也在发生变化.
为了推动环境气象预报业务向数字化, 智能化转变, 本文对国内外气象部门数字化业务现状进行 …

Operational climate prediction in the era of big data in China: Reviews and prospects

X Wang, L Song, G Wang, H Ren, T Wu, X Jia… - Journal of …, 2016 - Springer
Big data has emerged as the next technological revolution in IT industry after cloud
computing and the Internet of Things. With the development of climate observing systems …

[PDF][PDF] HPC based Modeling, Analyzing and Forecasting of a Century of Climate Big Data

K ElDahshan, H Mancy - The International Congress for global …, 2015 - researchgate.net
This article focuses mainly on climate data forecasting. To achieve this with a reasonable
accuracy we rely on deep processing of big data using High Performance Computing (HPC) …

[PDF][PDF] Climatic Temperature Trends: Analyzing Past Data and Predicting Future Temperature

D SINGH, H PANCHAL, R RAO - 2024 - irejournals.com
Machine Learning (ML) techniques for time series prediction are becoming increasingly
accurate and helpful, particularly in considering climate change, such as weather …