Predictive Analytics In Weather Forecasting Using Machine Learning Algorithms

Predictive Analytics In Weather Forecasting Using Machine Learning Algorithms

Agriculture is the backbone of every economy. In a country like India, which has ever increasing demand of food due to rising population, advances in agriculture sector are required to meet the needs. To add to it, the present economic conditions and government policies of India are such that it nec...

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Bibliographic Details
Main Authors: Aastha Sharma, Vijayakumar V
Format: Article
Language:English
Published: European Alliance for Innovation (EAI) 2019-03-01
Series:EAI Endorsed Transactions on Cloud Systems
Subjects:
predictive analytics
weather forecasting
machine learning algorithms.
Online Access:https://eudl.eu/pdf/10.4108/eai.7-12-2018.159405
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spelling doaj-467a7cfec5a5483594eca47c166f088b2020-11-25T00:39:07ZengEuropean Alliance for Innovation (EAI)EAI Endorsed Transactions on Cloud Systems2410-68952019-03-0151410.4108/eai.7-12-2018.159405Predictive Analytics In Weather Forecasting Using Machine Learning AlgorithmsAastha Sharma0Vijayakumar V1SCSE, Vellore Institute of Technology, Chennai, IndiaSCSE, Vellore Institute of Technology, Chennai, IndiaAgriculture is the backbone of every economy. In a country like India, which has ever increasing demand of food due to rising population, advances in agriculture sector are required to meet the needs. To add to it, the present economic conditions and government policies of India are such that it necessitates the adoption of Precision farming or smart farming. It will enable the farmers to maximize their crop yields and minimize the input costs as well as the losses due to reasons like uncertain rainfall, droughts etc. from this model. For Predicting weather forecasting we will use machinelearning Algorithms like Linear Regression, Decision tree.https://eudl.eu/pdf/10.4108/eai.7-12-2018.159405predictive analyticsweather forecastingmachine learning algorithms.
collection DOAJ
language English
format Article
sources DOAJ
author Aastha Sharma
Vijayakumar V
spellingShingle Aastha Sharma
Vijayakumar V
Predictive Analytics In Weather Forecasting Using Machine Learning Algorithms
EAI Endorsed Transactions on Cloud Systems
predictive analytics
weather forecasting
machine learning algorithms.
author_facet Aastha Sharma
Vijayakumar V
author_sort Aastha Sharma
title Predictive Analytics In Weather Forecasting Using Machine Learning Algorithms
title_short Predictive Analytics In Weather Forecasting Using Machine Learning Algorithms
title_full Predictive Analytics In Weather Forecasting Using Machine Learning Algorithms
title_fullStr Predictive Analytics In Weather Forecasting Using Machine Learning Algorithms
title_full_unstemmed Predictive Analytics In Weather Forecasting Using Machine Learning Algorithms
title_sort predictive analytics in weather forecasting using machine learning algorithms
publisher European Alliance for Innovation (EAI)
series EAI Endorsed Transactions on Cloud Systems
issn 2410-6895
publishDate 2019-03-01
description Agriculture is the backbone of every economy. In a country like India, which has ever increasing demand of food due to rising population, advances in agriculture sector are required to meet the needs. To add to it, the present economic conditions and government policies of India are such that it necessitates the adoption of Precision farming or smart farming. It will enable the farmers to maximize their crop yields and minimize the input costs as well as the losses due to reasons like uncertain rainfall, droughts etc. from this model. For Predicting weather forecasting we will use machinelearning Algorithms like Linear Regression, Decision tree.
topic predictive analytics
weather forecasting
machine learning algorithms.
url https://eudl.eu/pdf/10.4108/eai.7-12-2018.159405
work_keys_str_mv AT aasthasharma predictiveanalyticsinweatherforecastingusingmachinelearningalgorithms
AT vijayakumarv predictiveanalyticsinweatherforecastingusingmachinelearningalgorithms
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