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Shweta Gautam

Publications (6)

Statistical Study of Rainfall Variations Across Different Districts of Bundelkhand Region, India

Priya Singh, Shweta Gautam, Anil Patel & Balwant Singh · International Journal of Environment and Climate Change · 2023

The Bundelkhand region, one of the most vulnerable locations in central India, is prone to severe drought and crop failure attributed to annual rainfall fluctuation. In this study, basic statistics were utilized to determine the variances in rainfall across different districts in...

Open access Research Article 10.9734/ijecc/2023/v13i82091

Modelling and Performance Evaluation of Machine Learning Techniques in Forecasting Cereal Yield for Shri Ganganagar Region, Rajasthan, India

Yash Chhabra, Shraddha Rawat & Shweta Gautam · Archives of Current Research International · 2024

One of agriculture's most difficult issues is predicting crop yield. Crop yield forecasting enables necessary decisions to be made to guarantee food security. The current study looks into the use of statistical and machine learning approaches for wheat and rice yield prediction u...

Open access Research Article 10.9734/acri/2024/v24i10913

Weather-Based Rice Crop Yield Forecasting using Different Regression Techniques & Neural Network Approach for Prayagraj Region

Nilesh Kumar Singh, Shraddha Rawat & Shweta Gautam · International Journal of Environment and Climate Change · 2023

Rice crop yield data and weather data were considered in this study, covering the past twenty-nine years (1991-2019) in Prayagraj District, Uttar Pradesh. The data was sourced from DACNET and the College of Forestry, SHUATS Prayagraj. The analysis comprised a calibration period o...

Open access Research Article 10.9734/ijecc/2023/v13i102908

Regional Time Series Forecasting of Chickpea using ARIMA and Neural Network Models in Central Plains of Uttar Pradesh (India)

Bukke Vennela, Ekta Pathak Mishra, Shweta Gautam, Ashish Ratn Mishra & Shraddha Rawat · International Journal of Environment and Climate Change · 2022

Climate and yield prediction are the most important and challenging tasks in modern agriculture during the climate change era. In general, climate and yield are mostly non-linear and highly complicated. India is an agricultural country and most of its economy depends upon agricul...

Open access Research Article 10.9734/ijecc/2022/v12i1131280

Comparison between Different Mustard Yield Prediction Models Developed using Various Techniques for Udaipur Region of Rajasthan

Adita Mishra, Shraddha Rawat, Shweta Gautam & Ekta P. Mishra · International Journal of Environment and Climate Change · 2022

The present research was conducted to develop and compare mustard yield prediction models using SPSS regression, Artificial Neural Network (ANN) and Autoregressive Moving Average (ARIMA) model. Mustard crop is one of the major rabi crops of India with Rajasthan as the leading mus...

Open access Research Article 10.9734/ijecc/2022/v12i1130997

Performance Evaluation of DSSAT CERES Wheat Model under Different Thermal and Irrigation Regimes at Prayagraj

Lakshmi Prasanna Aggile, Shradhha Rawat & Shweta Gautam · International Journal of Environment and Climate Change · 2021

The present study was planned to determine the phenology and heat unit requirement of promising wheat varieties under different crop growing environment of Prayagraj, India.  Delay in sowing of wheat results into reduction in the grain yield as the crop exposes to high temperatur...

Open access Research Article 10.9734/ijecc/2021/v11i830465