RESEARCH PAPER · Agriculture · 2025
Early Yield Prediction of Oilseed Rape Using UAV-Based Hyperspectral Imaging Combined with Machine Learning Algorithms
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Detection and visualization of Escherichia coli in pork using hyperspectral imaging-based deep learning
Journal of Agriculture and Food Research · 2025-06-16
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Read original paper ↗ ·Prediction of Soybean Yield at the County Scale Based on Multi-Source Remote-Sensing Data and Deep Learning Models
Agriculture · 2025-06-21
Hongkun Fu, Jian Li, Jian Lu, Xinglei Lin, Junrui Kang, Wenlong Zou, Xiangyu Ning, Yue Sun
Read original paper ↗ ·Short-Wavelength Infrared Hyperspectral Imaging and Spectral Unmixing Techniques for Detection and Distribution of Pesticide Residues on Edible Perilla Leaves
Foods · 2025-08-18
Dennis Semyalo, Rahul Joshi, Ye-Na Kim, Emmanuel Omia, Lorna Bridget Alal, Moon S. Kim, Insuck Baek, Byoung–Kwan Cho
Read original paper ↗ ·Hybrid Methodological Evaluation Using UAV/Satellite Information for the Monitoring of Super-Intensive Olive Groves
Applied Sciences · 2025-10-18
Esther Alfonso, Serafín López-Cuervo Medina, Julián Aguirre de Mata, Enrique Pérez-Martín, Íñigo Molina
Read original paper ↗ ·Rapeseed Yield Estimation Using UAV-LiDAR and an Improved 3D Reconstruction Method
Agriculture · 2025-10-30
Na Li, Zhiwei Hou, Haiyong Jiang, Chongchong Chen, Chao Yang, Yanan Sun, Lei Yang, Tianyu Zhou, Jingyu Chu, Qingzhe Fan, Lijie Zhang
Read original paper ↗ ·A Machine Learning Framework for Classifying Thermal Stress in Bean Plants Using Hyperspectral Data
AgriEngineering · 2025-11-07
Lucas Prado Osco, Érika Akemi Saito Moriya, Bruna Coelho de Lima, Ana Paula Marques Ramos, José Marcato, Wesley Nunes Gonçalves, Lúcio André de Castro Jorge, Veraldo Liesenberg, Jonathan Li, Ademir Sérgio Ferreira de Araújo, Nilton Nobuhiro Imai, Fábio Fernando de Araújo
Read original paper ↗ ·Quantitative analysis of tobacco blending proportions based on hyperspectral imaging and data fusion
Frontiers in Plant Science · 2026-01-15
Yifan Jiang, Qinlin Xiao, Xudong Huang, Ruifang Gu, Jing Lin Wen, Xixiang Zhang, Yang Liu, Li Li, Xiaojing Chen, Juan Yang, Y. Thomas He
Read original paper ↗ ·Advances in mid-infrared spectroscopy combined with chemometrics for comprehensive analysis of Chinese Baijiu: From qualitative identification to quantitative detection
Food Bioscience · 2026-03-21
Guiyu Zhang, Kerong Chen, Xianglin Zeng, Maohan Qin, Shiliao Deng, Kuiting Li
Read original paper ↗ ·SmoothGrad-integrated gradients EfficientRefineNet: a novel explainable architecture for cloud-based diagnosis of crop pests and diseases
Neural Computing and Applications · 2026-06-29
Esraa M. El-Abd, Marwa S. Elpeltagy, A. S. Salama, Aya Ismail
Read original paper ↗ ·Seed and Oil Yield Prediction of Safflower (Carthamus tinctorius L.) Using UAV-Based Multispectral Imaging and Machine Learning Algorithms
Agriculture · 2026-07-22
İzzet Bozdemir, Fatma Azizoglu, Gökhan Azizoğlu, Aziz Şatana, Ahmet Nusret Toprak, Ali Ünlükara
Read original paper ↗ ·A prototype-augmented few-shot segment anything model for field phenotyping of lettuce germplasm from UAV imagery
Plant Phenomics · 2026-08-26
Tian Xia, Jiahui Qi, Songtao Ban, Mengen Yuan, Linyi Li, Dong Hu, Jifeng Ning, Guotao Huo, Hui Yang, Shuping He, Guojun Ge, Shiwei Wei, Minglu Tian
Read original paper ↗ ·A Stacking-Fusion Feature Selection Framework for Cross-Year and Cross-Cultivar Leaf Hyperspectral Rice Yield Estimation
Agriculture · 2026-08-27
Yu Wang, Huaqi Ji, Shaozhong Song, Chunyan Qi, Xu Yang
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