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M. G. Manjunath

Publications (3)

Trend and Forecasting of Area, Production and Productivity of Mango Crop in Karnataka, India

A. Varalakshmi, G. H. Harish Nayak, M. G. Manjunath & H. T. Vinay · Journal of Experimental Agriculture International · 2023

The current study was carried out to analyze the trend and forecast in area, production and productivity of mango crop in Karnataka. It was determined by using the secondary data of area, production and productivity of mango for the period of 18 years (2000-01 to 2017-18) was col...

Open access Research Article 10.9734/jeai/2023/v45i52116

Trends in Area, Production, and Productivity of Coffee in Chikkamagaluru District of Karnataka, India

G. H. Harish Nayak, A. Varalakshmi, M. G. Manjunath, G. Avinash, Veershetty & Moumita Baishya · Journal of Experimental Agriculture International · 2023

Coffee is a significant commodity crop worldwide, and Karnataka, an Indian state with coffee-growing regions such as Chikkamagaluru, Kodagu, and Hassan, is a major producer. Chikkamagaluru, also known as the Coffee Land of Karnataka, is the primary location for Arabica coffee pro...

Open access Research Article 10.9734/jeai/2023/v45i42113

Trend Analysis and Prediction of Rainfall Using Deep Learning Models in Three Sub-Divisions of Karnataka

G. H. Harish Nayak, A. Varalakshmi, M. G. Manjunath, Veershetty, G. Avinash & Moumita Baishya · Journal of Experimental Agriculture International · 2023

Precise estimation of rainfall is a crucial and challenging task in environmental science. It involves the use of advanced and powerful models to forecast non-linear and dynamic changes in rainfall. Deep learning, a recently developed method for handling vast amounts of data and...

Open access Research Article 10.9734/jeai/2023/v45i42114