default author photo

Geethalakshmi Vellingiri

Tamil Nadu Agricultural University

Dept of Renewable Energy Engineering

Agrl. Engg. College & Research Institute

Coimbatore, TN 641003

India

SCHOLARLY PAPERS

5

DOWNLOADS

424

TOTAL CITATIONS

0

Scholarly Papers (5)

Identifying the Most Influential Climate Predictors for Crop Yield Using Advanced Statistical and Machine Learning Models: A Case Study for Mango Crop in India

Number of pages: 30 Posted: 30 Oct 2024
University of Southern Queensland, University of Southern Queensland, University of Southern Queensland, University of Southern Queensland, University of Southern Queensland, Tamil Nadu Agricultural University, Tamil Nadu Agricultural University, Tamil Nadu Agricultural University, Tamil Nadu Agricultural University, Tamil Nadu Agricultural University and University of Southern Queensland
Downloads 93 (743,299)

Abstract:

Loading...

copulas, Machine learning, mango, input selection, yield prediction

Identifying the Most Influential Climate Predictors for Crop Yield Using Advanced Statistical and Machine Learning Models: A Case Study for Mango Crop in India

Number of pages: 29 Posted: 13 Jul 2024
University of Southern Queensland, University of Southern Queensland, University of Southern Queensland, University of Southern Queensland, University of Southern Queensland, Tamil Nadu Agricultural University, Tamil Nadu Agricultural University, Tamil Nadu Agricultural University, Tamil Nadu Agricultural University, Tamil Nadu Agricultural University and University of Southern Queensland
Downloads 53 (1,095,444)

Abstract:

Loading...

copulas, Machine Learning, mango, input selection, yield prediction

Identifying the Most Influential Climate Predictors for Crop Yield Using Advanced Statistical and Machine Learning Models: A Case Study for Mango Crop in India

Number of pages: 31 Posted: 25 Feb 2025
University of Southern Queensland, University of Southern Queensland, University of Southern Queensland, University of Southern Queensland, University of Southern Queensland, Tamil Nadu Agricultural University, Tamil Nadu Agricultural University, Tamil Nadu Agricultural University, Tamil Nadu Agricultural University, Tamil Nadu Agricultural University and University of Southern Queensland
Downloads 34 (1,341,098)

Abstract:

Loading...

copulas, Machine Learning, mango, input selection, yield prediction

2.

Avoiding the Blind Spot: Climate Risks Vary Across Scales in Coffee-Based Agroforestry Systems

Number of pages: 31 Posted: 13 Feb 2023
Vivekananda Byrareddy, Jarrod Kath, Louis Kouadio, Shahbaz M and Geethalakshmi Vellingiri
University of Southern Queensland, University of Southern Queensland, University of Southern Queensland, affiliation not provided to SSRN and Tamil Nadu Agricultural University
Downloads 82 (790,029)

Abstract:

Loading...

Coffea canephora, Agroforestry, climate change, Adaptive Management

3.

Revolutionising Crop Modelling and Resource Management by Integrating Deep Learning - A review

Number of pages: 40 Posted: 17 Nov 2025
Tamil Nadu Agricultural University, Tamil Nadu Agricultural University, Tamil Nadu Agricultural University, Tamil Nadu Agricultural University, Tamil Nadu Agricultural University, Tamil Nadu Agricultural University, Tamil Nadu Agricultural University, Anna University, Tamil Nadu Agricultural University, Tamil Nadu Agricultural University, Tamil Nadu Agricultural University and Tamil Nadu Agricultural University
Downloads 66 (961,006)

Abstract:

Loading...

Machine learning, recurrent neural networks, Crop simulation models, Convolutional Neural Networks, deep learning

4.

Monsoonal Drought Risk Evaluation Over Tamil Nadu for Future Climate

Number of pages: 19 Posted: 05 Apr 2025
SANTHOSHKUMAR B, Geethalakshmi Vellingiri, Boomiraj K, Manikandan N and Selva Kumar M
Indian Council of Agricultural Research (ICAR) - Bidhan Chandra Krishi Viswavidyalaya, Tamil Nadu Agricultural University, Tamil Nadu Agricultural University, Tamil Nadu Agricultural University and Tamil Nadu Agricultural University
Downloads 61 (961,006)

Abstract:

Loading...

Drought characteristics, Standardized Precipitation Index, Shared Socioeconomic Pathway, Monsoon

5.

A Novel Approach to Vulnerability Assessment for Adaptation Planning in Agriculture: An Application to the Lower Bhavani Irrigation Project, India

Number of pages: 33 Posted: 09 Jun 2022
affiliation not provided to SSRN, Asian Institute of Technology (AIT) - Water Engineering and Management, affiliation not provided to SSRN and Tamil Nadu Agricultural University
Downloads 35 (1,249,711)

Abstract:

Loading...

Vulnerability assessment, adaptation planning, CRIDA, Stress testing, Lower Bhavani Irrigation Project