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Qingxia (Jenny) Wang

University of Southern Queensland

P.O.Box 238 Darling Heights

Toowoomba, 4350

Australia

  • University of Southern Queensland

SCHOLARLY PAPERS

2

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225

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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.

Deep Learning the Droughts: Spatiotemporal Monitoring of Protracted Dry Conditions in Queensland, Australia

Number of pages: 48 Posted: 14 Nov 2025
Charles Joseph, Charles Joseph, Qingxia (Jenny) Wang, Shahbaz Mushtaq, Yan Li, Jonathan Barratt and Tim Barratt
University of Southern Queensland - School of BusinessUniversity of Southern Queensland - School of Business, University of Southern Queensland, University of Southern Queensland, University of Southern Queensland, CelsiusPro and CelsiusPro
Downloads 45 (1,145,425)

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Protracted Drought, Vapour Pressure Deficit (VPD), Normalized Difference Vegetation Index (NDVI), Spatiotemporal Deep Learning, Vegetation Resilience, Queensland, Australia