Yaping Cai
University of Illinois Urbana-Champaign(US)Institute for Sustainability(GB)
Publications by Year
Research Areas
Remote Sensing in Agriculture, Plant Water Relations and Carbon Dynamics, Smart Agriculture and AI, Remote Sensing and LiDAR Applications, Land Use and Ecosystem Services
Most-Cited Works
- → Integrating satellite and climate data to predict wheat yield in Australia using machine learning approaches(2019)560 cited
- → A high-performance and in-season classification system of field-level crop types using time-series Landsat data and a machine learning approach(2018)520 cited
- → A spatiotemporal deep learning model for sea surface temperature field prediction using time-series satellite data(2019)229 cited
- → Sun‐Induced Chlorophyll Fluorescence, Photosynthesis, and Light Use Efficiency of a Soybean Field from Seasonally Continuous Measurements(2018)209 cited
- → Deriving high-spatiotemporal-resolution leaf area index for agroecosystems in the U.S. Corn Belt using Planet Labs CubeSat and STAIR fusion data(2020)132 cited
- → Challenges and opportunities in precision irrigation decision-support systems for center pivots(2021)87 cited
- → Detecting In-Season Crop Nitrogen Stress of Corn for Field Trials Using UAV- and CubeSat-Based Multispectral Sensing(2019)69 cited
- → Recent Rapid Increase of Cover Crop Adoption Across the U.S. Midwest Detected by Fusing Multi‐Source Satellite Data(2022)68 cited
- → Evaluation of Four New Land Surface Temperature (LST) Products in the U.S. Corn Belt: ECOSTRESS, GOES-R, Landsat, and Sentinel-3(2021)38 cited
- → Toward Large-Scale Mapping of Tree Crops with High-Resolution Satellite Imagery and Deep Learning Algorithms: A Case Study of Olive Orchards in Morocco(2021)31 cited