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B. Manjunatha

Publications (4)

Multidimensional Scaling Method and Some Practical Applications

B. Manjunatha, Appaji Pundalik Naik, K. R. Mahendra, Manju Prem S., Gunashekhar H., N. R. Kiran, Damodhara G. N. & Karthik R. · Archives of Current Research International · 2024

Multi-Dimensional Scaling (MDS) is a data visualization method that identifies clusters of points by representing the distances or dissimilarities between sets of objects in a lower-dimensional space. This paper explores the theoretical concepts of MDS, various methods of impleme...

Open access Research Article 10.9734/acri/2024/v24i6814

Spatial Econometrics in Agriculture: Modelling Spatial Dependencies in Data

A. Meena, B. Manjunatha, A. Anil Kumar, Jhade Sunil, S. Vishnu Shankar, M. Manjubala, Abinayarajam D & Himanshu Sekhar Behera · Archives of Current Research International · 2024

Spatial econometrics in agriculture focuses on modelling spatial dependencies in data, recognizing that agricultural outcomes are often influenced by geographic proximity and spatial interactions. This approach acknowledges that agricultural phenomena, such as crop yields, pest o...

Open access Research Article 10.9734/acri/2024/v24i6807

Vulnerable Employment among Rural Youth in Karnataka State: A Study of Sustainable Livelihood Capitals

H. Gunashekhar, M. Sreenivasulu, B. Manjunatha, Dayananda Patil, S. Manju Prem, G. N. Damodhara, N. R. Kiran, Priyanka B N & Harishkumar J. · Archives of Current Research International · 2024

Agriculture in India sustains over half the population, faces a critical challenge as its youth disengage from this sector due to low incomes and high risks, which impedes agricultural reform and competitiveness in the global food market. In 2021, a study was conducted in Karnata...

Open access Research Article 10.9734/acri/2024/v24i8855

An MRA Based MLR Model for Forecasting Indian Annual Rainfall Using Large Scale Climate Indices

Sandip Garai, Ranjit Kumar Paul, Debopam Rakshit, Md. Yeasin, A. K. Paul, H. S. Roy, Samir Barman & B. Manjunatha · International Journal of Environment and Climate Change · 2023

A novel method for rainfall forecasting has been proposed using Multi Resolution Analysis (MRA). This approach decomposes annual rainfall series and long-term climate indices into component sub-series at different temporal scales, allowing for a more detailed analysis of the fact...

Open access Research Article 10.9734/ijecc/2023/v13i51755