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Multimodal remote sensing combination for maize LAI estimation: Stacking model development and phenology-specific feature sensitivity analysi
Author: Wang, Baoju; Zhu, Junke; Sun, Shuai; Zhang, Lechun; Yan, Yu; Wang, Huizheng; Yang, Weiguang; Lan, Yubin
Journal: ARTIFICIAL INTELLIGENCE IN AGRICULTURE. 2026; Vol. 16, Issue 2, pp. 873-888. DOI: 10.1016/j.aiia.2026.03.011
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Transformer-based cross-view LiDAR-orthomosaic fusion for geo-localization and digital modeling in apple orchard
Author: Zheng, Yu; Huang, Andong; Li, Anqi; Kim, Do-Hwan; Shen, Yunde; Lee, Kyeong-Hwan
Journal: ARTIFICIAL INTELLIGENCE IN AGRICULTURE. 2026; Vol. 16, Issue 2, pp. 804-819. DOI: 10.1016/j.aiia.2026.03.005
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Empowering Chinese medicinal agriculture through AI-driven technologies: A comprehensive revie
Author: Zhang, Tingting; Wen, Jin; Tang, Yulu; Tong, Jinpeng; Li, Mingjie; Zhang, Zhongyi; Zhang, Xiaobo; Tian, Xi; Gu, Li
Journal: ARTIFICIAL INTELLIGENCE IN AGRICULTURE. 2026; Vol. 16, Issue 2, pp. 889-910. DOI: 10.1016/j.aiia.2026.04.001
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Optimized modular transfer learning framework integrating PROSAIL and UAV-based hyperspectral reconstruction for cotton canopy water and nitrogen content retrieva
Author: Yang, Weiguang; Fu, Huaiyuan; Xu, Weicheng; Wu, Jinhao; Liu, Shiyuan; Tan, Jiangtao; Wang, Chaofeng; Chen, Tingting; Lan, Yubin; Zhang, Lei
Journal: ARTIFICIAL INTELLIGENCE IN AGRICULTURE. 2026; Vol. 16, Issue 2, pp. 764-787. DOI: 10.1016/j.aiia.2026.03.004
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Integrating hyperspectral radiation transfer modeling and deep transfer learning to estimate nitrogen density in winter wheat canopie
Author: Yang, Bo; Zhou, Longfei; Yang, Guijun; Zhang, Guangsheng; Qi, Jingwei; Li, Changchun
Journal: ARTIFICIAL INTELLIGENCE IN AGRICULTURE. 2026; Vol. 16, Issue 2, pp. 753-763. DOI: 10.1016/j.aiia.2026.03.003
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MA-UQNet: A multi-modal uncertainty quantification neural network for remote sensing-based wheat aboveground biomass estimatio
Author: Wu, Qiang; Ma, Xinming; Wang, Jiao; Du, Yuke; Hou, Dingyi; Cheng, Jinpeng; Cao, Xiaoyu; Wang, Xiaochun; Yang, Hao; Yang, Guijun
Journal: ARTIFICIAL INTELLIGENCE IN AGRICULTURE. 2026; Vol. 16, Issue 2, pp. 788-803. DOI: 10.1016/j.aiia.2026.03.007
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AgriMAPO: A multimodal automatic prompt optimization approach for crop disease classification using large language model
Author: Shuai, Luyu; Zhu, Linchao; Yang, Yi; Lin, Tao
Journal: ARTIFICIAL INTELLIGENCE IN AGRICULTURE. 2026; Vol. 16, Issue 2, pp. 911-925. DOI: 10.1016/j.aiia.2026.04.002
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PII-CNN-LSTM: A multi-modal deep learning framework integrating novel pollination importance index for predicting optimal apple pollination window
Author: Manzoor, Shahram Hamza; Zhang, Zhao; Li, Hongwen; Zhang, Qu; Ahmed, Arshed; Yu, Shinning; Abid, Fazeel; Tahir, Naveed; Ye, Dapeng; Abdelhamid, Mahmoud A
Journal: ARTIFICIAL INTELLIGENCE IN AGRICULTURE. 2026; Vol. 16, Issue 2, pp. 725-752. DOI: 10.1016/j.aiia.2026.03.001
