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Yi Bai

Estimation of soil moisture content under high maize canopy coverage from UAV multimodal data and machine learning
2022 · Minghan Cheng, Xiyun Jiao, et al. · Agricultural Water Management · 182
Estimating leaf area index using unmanned aerial vehicle data: shallow vs. deep machine learning algorithms
2021 · Shuaibing Liu, Xiuliang Jin, et al. · PLANT PHYSIOLOGY · 171
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UAV multispectral images for accurate estimation of the maize LAI considering the effect of soil background
2023 · Shuaibing Liu, Xiuliang Jin, et al. · International Journal of Applied Earth Observation and Geoinformation · 69
A fast and robust method for plant count in sunflower and maize at different seedling stages using high-resolution UAV RGB imagery
2022 · Yi Bai, Chenwei Nie, et al. · Precision Agriculture · 52
Evaluation of UAV-based drought indices for crop water conditions monitoring: A case study of summer maize
2022 · Minghan Cheng, Chengming Sun, et al. · Agricultural Water Management · 51
Maize tassel area dynamic monitoring based on near-ground and UAV RGB images by U-Net model
2022 · Xun Yu, Dameng Yin, et al. · Computers and Electronics in Agriculture · 45
Estimating leaf age of maize seedlings using UAV-based RGB and multispectral images
2023 · Yi Bai, Liangsheng Shi, et al. · Computers and Electronics in Agriculture · 32
Quantifying effect of maize tassels on LAI estimation based on multispectral imagery and machine learning methods
2023 · Mingchao Shao, Chenwei Nie, et al. · Computers and Electronics in Agriculture · 30
Maize tassel number and tasseling stage monitoring based on near-ground and UAV RGB images by improved YoloV8
2024 · Xun Yu, Dameng Yin, et al. · Precision Agriculture · 27
Evaluating the Canopy Chlorophyll Density of Maize at the Whole Growth Stage Based on Multi-Scale UAV Image Feature Fusion and Machine Learning Methods
2023 · Lili Zhou, Chenwei Nie, et al. · Agriculture · 25
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Quantifying effect of tassels on near-ground maize canopy RGB images using deep learning segmentation algorithm
2021 · Mingchao Shao, Chenwei Nie, et al. · Precision Agriculture · 24
Detection and Analysis of Degree of Maize Lodging Using UAV-RGB Image Multi-Feature Factors and Various Classification Methods
2021 · Zixu Wang, Chenwei Nie, et al. · ISPRS International Journal of Geo-Information · 23
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Monitoring Maize Leaf Spot Disease Using Multi-Source UAV Imagery
2023 · Xiao Jia, Dameng Yin, et al. · Drones · 22
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A review of remote sensing estimation of crop water productivity: definition, methodology, scale, and evaluation
2023 · Minghan Cheng, Dameng Yin, et al. · International Journal of Remote Sensing · 21
Sim-to-real: Six-legged Robot Control with Deep Reinforcement Learning and Curriculum Learning
2019 · Bangyu Qin, Yue Gao, et al. · International Conference on Robotics and Automation Engineering (ICRAE) · 20
Improved Crop Biomass Algorithm with Piecewise Function (iCBA-PF) for Maize Using Multi-Source UAV Data
2023 · Lin Meng, Dameng Yin, et al. · Drones · 15
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Identifying spatiotemporal dynamics and driving factors of landscape pattern in Giant Panda National Park (GPNP) using an interpretable machine learning technology
2025 · Yi Bai, Ainong Li, et al. · Ecological Indicators · 10
Maize tasseling date forecast from canopy height time series estimated by UAV LiDAR data
2025 · Yadong Liu, Chenwei Nie, et al. · The Crop Journal · 9
Up-scaling the latent heat flux from instantaneous to daily-scale: A comparison of three methods
2022 · Minghan Cheng, Lei Shi, et al. · Journal of Hydrology Regional Studies · 7
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Cost and Benefit Analysis of Organic Mulching and Intercropping in Maize Cultivation
2020 · P.-S. ANANE, Y. DU, et al. · Applied Ecology and Environmental Research · 5
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Works count: 20
Citation count: 840
H-index: 15
I10-index: 17
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