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Jarrod Kath

University of Southern Queensland

P.O.Box 238 Darling Heights

Toowoomba, 4350

Australia

  • University of Southern Queensland

SCHOLARLY PAPERS

2

DOWNLOADS

225

TOTAL CITATIONS

0

Scholarly Papers (2)

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1.

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

Downloads 180 (440,151)

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
Thong Nguyen-Huy, Louis Kouadio, Jarrod Kath, Thanh Mai, Qingxia (Jenny) Wang, Bhuvaneswari Kulanthaivel, Geethalakshmi Vellingiri, Manickam Dhasarathan, Shanmugam Mohan Kumar, A. Senthil and Shahbaz Mushtaq
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)

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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
Thong Nguyen-Huy, Louis Kouadio, Jarrod Kath, Thanh Mai, Qingxia (Jenny) Wang, Bhuvaneswari Kulanthaivel, Geethalakshmi Vellingiri, Manickam Dhasarathan, Shanmugam Mohan Kumar, A. Senthil and Shahbaz Mushtaq
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)

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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
Thong Nguyen-Huy, Louis Kouadio, Jarrod Kath, Thanh Mai, Qingxia (Jenny) Wang, Bhuvaneswari Kulanthaivel, Geethalakshmi Vellingiri, Manickam Dhasarathan, Shanmugam Mohan Kumar, A. Senthil and Shahbaz Mushtaq
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)

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

2.

Strategic Use of Index Insurance to Insure Aquaculture Businesses Against Impacts from Marine Heatwaves

Number of pages: 31 Posted: 29 Apr 2025
Jonathan Barratt, Shahbaz Mushtaq, Jarrod Kath, Duc-Anh An-Vo, Alistair Hobday, Claire M. Spillman and Jason R. Hartog
CelsiusPro, University of Southern Queensland, University of Southern Queensland, University of Southern Queensland, Castray Esplanade - CSIRO Oceans and Atmosphere, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 45 (1,133,231)

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parametric insurance, Sustainability, Climate Change, financial risk, non-indemnity insurance