Minghan Cheng

Estimation of soil moisture content under high maize canopy coverage from UAV multimodal data and machine learning

Minghan Cheng, Xiyun Jiao, Yadong Liu et al. · Agricultural Water Management · 2022 · 152 citations

Precision Agriculture, Engineering, Machine Learning +9

Estimating leaf area index using unmanned aerial vehicle data: shallow vs. deep machine learning algorithms

Shuaibing Liu, Xiuliang Jin, Chenwei Nie et al. · PLANT PHYSIOLOGY · 2021 · 146 citations · Full text

Precision Agriculture, Engineering, Machine Learning +21

Long time series of daily evapotranspiration in China based on the SEBAL model and multisource images and validation

Minghan Cheng, Xiyun Jiao, Binbin Li et al. · Earth system science data · 2021 · 83 citations · Full text

Environmental Monitoring, Engineering, Sebal Model +19

Combining multi-indicators with machine-learning algorithms for maize yield early prediction at the county-level in China

Minghan Cheng, Josep Peñuelas, Matthew F. McCabe et al. · Agricultural and Forest Meteorology · 2022 · 82 citations · Full text

Precision Agriculture, Machine-learning Algorithms, Engineering +5

Satellite time series data reveal interannual and seasonal spatiotemporal evapotranspiration patterns in China in response to effect factors

Minghan Cheng, Xiyun Jiao, Xiuliang Jin et al. · Agricultural Water Management · 2021 · 66 citations

Hydrometeorology, Meteorology, Climatology +7