Analyzing the Impact of Climate Change With Major Emphasis on Pollution: A Comparative Study of ML and Statistical Models in Time Series Data

Anurag Mishra, Ronen Gold, Sanjeev Vijayakumar
5/24/2024
stat.APcs.AIstat.ML

No official code found. Best implementation: i-anuragmishra/A-Comparative-Study-of-ML-and-Statistical-Models-in-Time-Series-Data (0 stars, MIT, last commit 2024-11-28).

Abstract

Industrial operations have grown exponentially over the last century, driving advancements in energy utilization through vehicles and machinery.This growth has significant environmental implications, necessitating the use of sophisticated technology to monitor and analyze climate data.The surge in industrial activities presents a complex challenge in forecasting its diverse environmental impacts, which vary greatly across different regions.Aim to understand these dynamics more deeply to predict and mitigate the environmental impacts of industrial activities.

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Analyzing the Impact of Climate Change with major emphasis on pollution: A Comparative Study of ML and Statistical Models in Time Series Data

00Python, Jupyter NotebookMay 28, 20241 years agoMIT

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Cite this paper

@article{mishra2024analyzing,
  title  = {Analyzing the Impact of Climate Change With Major Emphasis on Pollution: A Comparative Study of ML and Statistical Models in Time Series Data},
  author = {Anurag Mishra and Ronen Gold and Sanjeev Vijayakumar},
  year   = {2024},
  eprint = {2405.15835},
  archivePrefix = {arXiv},
  url    = {http://arxiv.org/abs/2405.15835v1}
}

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