Peer-Reviewed Publications and Conference Proceedings (Published or Accepted)
Cai Y, Guan K, Peng J, et al. A high-performance and in-season classification system of field-level crop types using time-series Landsat data and a machine learning approach[J]. Remote Sensing of Environment, 2018, 210: 35-47.
Cai Y,Guan K, Lobell D, et al. Integrating satellite and climate data to predict wheat yield in Australia using machine learning approaches.Agricultural and Forest Meteorology. (Accepted in Mar/2019)
Wu C, Cai Y, Hu B, et al. Classification and evaluation of uncertain influence factors for farm machinery service[J]. International Journal of Agricultural and Biological Engineering, 2017, 10(6): 164-174.
Jeong M H, Cai Y, Sullivan C J, et al. Data depth based clustering analysis[C]//Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems. ACM, 2016: 29.
Wu C, Cai Y, Luo M, et al. Time-windows Based Temporal and Spatial Scheduling Model for Agricultural Machinery Resources[J]. Nongye Jixie Xuebao/Transactions of the Chinese Society of Agricultural Machinery, 2013, 44: 237-241+231. (In Chinese)
Miao G, Guan K, Yang X, et al. Sun‐Induced Chlorophyll Fluorescence, Photosynthesis, and Light Use Efficiency of a Soybean Field from Seasonally Continuous Measurements[J]. Journal of Geophysical Research: Biogeosciences, 2018, 123(2): 610-623.
Peer-Reviewed Publications (Under Review)
Cai Y, Guan K, Nafziger E, et al. Detecting in-season crop nitrogen stress of corn for field trials using UAV- and CubeSat-based multispectral sensing. Remote Sensing of Environment.
Paul R, Cai Y, Peng B, et al. Spatiotemporal description of intermittent ponding in a maize-bean landscape. T.B.D
Referred and Proceedings Publications
Cai Y, Wu C, Zhao J. Rural Geo-Information Extraction Based on GNSS Data Mining[C]//2013 Kansas City, Missouri, July 21-July 24, 2013. American Society of Agricultural and Biological Engineers, 2013: 1972-1982.
Wu C, Cai Y, Zhao J. Adaptive Power Saving Strategy for GPS Intelligent Terminal[C]//2013 Fifth International Conference on Geo-Information Technologies for Natural Disaster Management (GiT4NDM). IEEE, 2013: 31-35.
Wu C, Ding L, Cai Y, et al. Development of Portable Agricultural Machinery Monitoring and Center-Navigation System[C]//2013 Kansas City, Missouri, July 21-July 24, 2013. American Society of Agricultural and Biological Engineers, 2013: 1927-1936.
Cai Y, Wu C, Su H, et al. Temporal & Spatial Scheduling Model for Agricultural Machinery[C]/2012 Dallas, Texas, July 29-August 1, 2012. American Society of Agricultural and Biological Engineers, 2012: 5673-5683.
Cai Y, Wu C, Luo M, et al. Automatic recognition method of operation status for agricultural machinery based on GNSS data mining[C]//China Satellite Navigation Conference (CSNC) 2012 Proceedings. Springer, Berlin, Heidelberg, 2012: 135-145.