publications

2024

1. Sensors MDPI

   In-season cotton yield prediction with scale-aware convolutional neural network models and unmanned aerial vehicle RGB imagery

   Haoyu Niu, Janvita Reddy Peddagudreddygari, Mahendra Bhandari, and 3 more authors

   Sensors, 2024

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2. Water MDPI

   Improving irrigation management of cotton with small unmanned aerial vehicle (UAV) in Texas High Plains

   Avay Risal, Haoyu Niu, Jose Luis Landivar-Scott, and 8 more authors

   Water, 2024

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3. Springer Nature

   Smart Big Data in Digital Agriculture Applications: Acquisition, Advanced Analytics, and Plant Physiology-informed Artificial Intelligence

   Haoyu Niu, and YangQuan Chen

   2024

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4. Asia Pacific

   Classification of cotton water stress using convolutional neural networks and UAV-based RGB imagery

   Haoyu Niu, Juan Landivar, and Nick Duffield

   Advances in Modern Agriculture, 2024

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2023

1. ASABE

   Scale-aware pomegranate yield prediction using UAV imagery and machine learning

   Haoyu Niu, Dong Wang, Reza Ehsani, and 1 more author

   Journal of the ASABE, 2023

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2022

1. Springer Nature

   Towards Tree-level Evapotranspiration Estimation with Small UAVs in Precision Agriculture

   Haoyu Niu, and YangQuan Chen

   2022

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2. Elsevier

   A ranking-based adaptive cuckoo search algorithm for unconstrained optimization

   Jiamin Wei, and Haoyu Niu

   Expert Systems with Applications, 2022

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2021

1. 

   Why do big data and machine learning entail the fractional dynamics?

   Haoyu Niu, YangQuan Chen, and Bruce J West

   Entropy, 2021

   Bib HTML

   @article{niu2021big,
     title = {Why do big data and machine learning entail the fractional dynamics?},
     author = {Niu, Haoyu and Chen, YangQuan and West, Bruce J},
     journal = {Entropy},
     volume = {23},
     number = {3},
     pages = {297},
     year = {2021},
     publisher = {MDPI},
   }

2020

1. 

   Evapotranspiration estimation with small UAVs in precision agriculture

   Haoyu Niu, Derek Hollenbeck, Tiebiao Zhao, and 2 more authors

   Sensors, 2020

   Bib HTML

   @article{niu2020evapotranspiration,
     title = {Evapotranspiration estimation with small UAVs in precision agriculture},
     author = {Niu, Haoyu and Hollenbeck, Derek and Zhao, Tiebiao and Wang, Dong and Chen, YangQuan},
     journal = {Sensors},
     volume = {20},
     number = {22},
     pages = {6427},
     year = {2020},
     publisher = {MDPI},
   }