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jingye Han
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Works (6)

DeepOryza: A Knowledge guided machine learning model for rice growth simulation

2nd AAAI Workshop on AI for Agriculture and Food Systems
2023 | Conference paper
Contributors: Han, Jingye; Shi, Liangsheng; Pylianidis, Christos; Yang, Qi; Athanasiadis, Ioannis N
Source: Self-asserted source
Jingye Han

Rice yield estimation using a CNN-based image-driven data assimilation framework

Field Crops Research
2022-11 | Journal article
DOI: 10.1016/j.fcr.2022.108693
Part of ISSN: 0378-4290
Contributors: Jingye Han; Liangsheng Shi; Qi Yang; Zhuowei Chen; Jin Yu; Yuanyuan Zha
Source: Self-asserted source
Jingye Han

A VI-based phenology adaptation approach for rice crop monitoring using UAV multispectral images

Field Crops Research
2022-03 | Journal article
DOI: 10.1016/j.fcr.2021.108419
Part of ISSN: 0378-4290
Contributors: Qi Yang; Liangsheng Shi; Jingye Han; Zhuowei Chen; Jin Yu
Source: Self-asserted source
Jingye Han

Assessing parametric and nitrogen fertilizer input uncertainties in the ORYZA_V3 model predictions

Agronomy Journal
2021-11 | Journal article
DOI: 10.1002/agj2.20905
Part of ISSN: 0002-1962
Part of ISSN: 1435-0645
Contributors: Jin Yu; Liangsheng Shi; Jingye Han; Qi Yang; Jiesheng Huang; Ming Ye
Source: Self-asserted source
Jingye Han

Real-time detection of rice phenology through convolutional neural network using handheld camera images

Precision Agriculture
2021-02 | Journal article | Author
DOI: 10.1007/s11119-020-09734-2
Part of ISSN: 1385-2256
Part of ISSN: 1573-1618
Contributors: Jingye Han; Jingye Han; Qi Yang; Kai Huang; Yuanyuan Zha; Jin Yu
Source: Self-asserted source
Jingye Han

Deep convolutional neural networks for rice grain yield estimation at the ripening stage using UAV-based remotely sensed images

Field Crops Research
2019-04 | Journal article
DOI: 10.1016/j.fcr.2019.02.022
Part of ISSN: 0378-4290
Contributors: Qi Yang; Liangsheng Shi; Jinye Han; Yuanyuan Zha; Penghui Zhu
Source: Self-asserted source
Jingye Han

Peer review (5 reviews for 2 publications/grants)

Review activity for Computers and electronics in agriculture. (4)
Review activity for European journal of agronomy. (1)
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