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Title: :  A review of Weather Forecasting Using CNN and Cloud
PaperId: :  16795
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 8 Issue 3 2022
DUI:    16.0415/IJARIIE-16795
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Anand Bhausaheb ChandanshivPREC Loni, India
Mohmadshoaib Atik ShaikPREC Loni, India
Akshay Raju SuryawanshiPREC Loni, India
Prasad Balasaheb ShalkhePREC Loni, India
Prof. S.Jondhale PREC Loni, India

Abstract

Computer Engineering
Weather Forecast, Historical Data, CNN, API, GCP, Cloud Computing.
Weather conditions play a major role in our daily life of a farmer. It affects the productivity of the work and results in the loss. It plays important in getting good productivity from the crops he grows by getting early warning and insights of what will be the weather conditions so that he can be ready and save his crops. There are lot of websites which keep daily weather data which if used properly can give correct insight of the weather behaviour in a specific month. So, the current data with the historical data can prove to be very helpful in developing a weather forecast system for a specific area using latest technologies such as Artificial Intelligence, Cloud computing and Mobile computing together and give a better prediction to a user. So, we are developing a system where a mobile app will be provided to the user side from where he can register and authenticate himself first. Then he will enter a place name and address and send the weather forecast prediction request. This request is then forwarded to the admin which will be a desktop application. The admin will then view all the requests and then select a request. The address will then be converted to latitude and longitude using reverse geocoding and the historical data for this location will be downloaded using worldweatheronline.com API. Then this data which is in JSON format will then be converted to a training dataset. This training dataset will then be used to train the deep learning algorithm CNN which will have various layers in its architecture. Then the CNN will predict the weather forecast which will be sent to the app user automatically. All the communication between an admin and user will be handled using Google cloud platform.

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IJARIIE Anand Bhausaheb Chandanshiv, Mohmadshoaib Atik Shaik, Akshay Raju Suryawanshi, Prasad Balasaheb Shalkhe, and Prof. S.Jondhale . "A review of Weather Forecasting Using CNN and Cloud" International Journal Of Advance Research And Innovative Ideas In Education Volume 8 Issue 3 2022 Page 1383-1388
MLA Anand Bhausaheb Chandanshiv, Mohmadshoaib Atik Shaik, Akshay Raju Suryawanshi, Prasad Balasaheb Shalkhe, and Prof. S.Jondhale . "A review of Weather Forecasting Using CNN and Cloud." International Journal Of Advance Research And Innovative Ideas In Education 8.3(2022) : 1383-1388.
APA Anand Bhausaheb Chandanshiv, Mohmadshoaib Atik Shaik, Akshay Raju Suryawanshi, Prasad Balasaheb Shalkhe, & Prof. S.Jondhale . (2022). A review of Weather Forecasting Using CNN and Cloud. International Journal Of Advance Research And Innovative Ideas In Education, 8(3), 1383-1388.
Chicago Anand Bhausaheb Chandanshiv, Mohmadshoaib Atik Shaik, Akshay Raju Suryawanshi, Prasad Balasaheb Shalkhe, and Prof. S.Jondhale . "A review of Weather Forecasting Using CNN and Cloud." International Journal Of Advance Research And Innovative Ideas In Education 8, no. 3 (2022) : 1383-1388.
Oxford Anand Bhausaheb Chandanshiv, Mohmadshoaib Atik Shaik, Akshay Raju Suryawanshi, Prasad Balasaheb Shalkhe, and Prof. S.Jondhale . 'A review of Weather Forecasting Using CNN and Cloud', International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 3, 2022, p. 1383-1388. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/A_review_of_Weather_Forecasting_Using_CNN_and_Cloud_ijariie16795.pdf (Accessed : 22 September 2022).
Harvard Anand Bhausaheb Chandanshiv, Mohmadshoaib Atik Shaik, Akshay Raju Suryawanshi, Prasad Balasaheb Shalkhe, and Prof. S.Jondhale . (2022) 'A review of Weather Forecasting Using CNN and Cloud', International Journal Of Advance Research And Innovative Ideas In Education, 8(3), pp. 1383-1388IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/A_review_of_Weather_Forecasting_Using_CNN_and_Cloud_ijariie16795.pdf (Accessed : 22 September 2022)
IEEE Anand Bhausaheb Chandanshiv, Mohmadshoaib Atik Shaik, Akshay Raju Suryawanshi, Prasad Balasaheb Shalkhe, and Prof. S.Jondhale , "A review of Weather Forecasting Using CNN and Cloud," International Journal Of Advance Research And Innovative Ideas In Education, vol. 8, no. 3, pp. 1383-1388, May-Jun 2022. [Online]. Available: https://ijariie.com/AdminUploadPdf/A_review_of_Weather_Forecasting_Using_CNN_and_Cloud_ijariie16795.pdf [Accessed : 22 September 2022].
Turabian Anand Bhausaheb Chandanshiv, Mohmadshoaib Atik Shaik, Akshay Raju Suryawanshi, Prasad Balasaheb Shalkhe, and Prof. S.Jondhale . "A review of Weather Forecasting Using CNN and Cloud." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 8 number 3 (22 September 2022).
Vancouver Anand Bhausaheb Chandanshiv, Mohmadshoaib Atik Shaik, Akshay Raju Suryawanshi, Prasad Balasaheb Shalkhe, and Prof. S.Jondhale . A review of Weather Forecasting Using CNN and Cloud. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2022 [Cited : 22 September 2022]; 8(3) : 1383-1388. Available from: https://ijariie.com/AdminUploadPdf/A_review_of_Weather_Forecasting_Using_CNN_and_Cloud_ijariie16795.pdf
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