Yaping Cai

Integrating satellite and climate data to predict wheat yield in Australia using machine learning approaches

Yaping Cai, Kaiyu Guan, David B. Lobell et al. · Agricultural and Forest Meteorology · 2019 · 554 citations

Climatology, Climate Data, Precision Agriculture +13

A high-performance and in-season classification system of field-level crop types using time-series Landsat data and a machine learning approach

Yaping Cai, Kaiyu Guan, Jian Peng et al. · Remote Sensing of Environment · 2018 · 514 citations

Precision Agriculture, Engineering, Time-series Landsat Data +14

A spatiotemporal deep learning model for sea surface temperature field prediction using time-series satellite data

Changjiang Xiao, Nengcheng Chen, Chuli Hu et al. · Environmental Modelling & Software · 2019 · 227 citations

Engineering, Data Science, Geography +7

Sun‐Induced Chlorophyll Fluorescence, Photosynthesis, and Light Use Efficiency of a Soybean Field from Seasonally Continuous Measurements

Guofang Miao, Kaiyu Guan, Xi Yang et al. · Journal of Geophysical Research Biogeosciences · 2018 · 208 citations · Full text

Biogeochemistry, Engineering, Light Use Efficiency +15

Deriving high-spatiotemporal-resolution leaf area index for agroecosystems in the U.S. Corn Belt using Planet Labs CubeSat and STAIR fusion data

Hyungsuk Kimm, Kaiyu Guan, Chongya Jiang et al. · Remote Sensing of Environment · 2020 · 127 citations · Full text

Precision Agriculture, Engineering, Land Use +12