A high-performance and in-season classification system of field-level crop types using time-series Landsat data and a machine learning approach Y Cai, K Guan, J Peng, S Wang, C Seifert, B Wardlow, Z Li Remote sensing of environment 210, 35-47, 2018 | 533 | 2018 |
Integrating satellite and climate data to predict wheat yield in Australia using machine learning approaches Y Cai, K Guan, D Lobell, AB Potgieter, S Wang, J Peng, T Xu, S Asseng, ... Agricultural and forest meteorology 274, 144-159, 2019 | 505 | 2019 |
Sun‐induced chlorophyll fluorescence, photosynthesis, and light use efficiency of a soybean field from seasonally continuous measurements G Miao, K Guan, X Yang, CJ Bernacchi, JA Berry, EH DeLucia, J Wu, ... Journal of Geophysical Research: Biogeosciences 123 (2), 610-623, 2018 | 197 | 2018 |
Deriving high-spatiotemporal-resolution leaf area index for agroecosystems in the US Corn Belt using Planet Labs CubeSat and STAIR fusion data H Kimm, K Guan, C Jiang, B Peng, LF Gentry, SC Wilkin, S Wang, Y Cai, ... Remote Sensing of Environment 239, 111615, 2020 | 123 | 2020 |
Challenges and opportunities in precision irrigation decision-support systems for center pivots J Zhang, K Guan, B Peng, C Jiang, W Zhou, Y Yang, M Pan, TE Franz, ... Environmental Research Letters 16 (5), 053003, 2021 | 78 | 2021 |
Detecting in-season crop nitrogen stress of corn for field trials using UAV-and CubeSat-based multispectral sensing Y Cai, K Guan, E Nafziger, G Chowdhary, B Peng, Z Jin, S Wang, S Wang IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2019 | 64 | 2019 |
Recent rapid increase of cover crop adoption across the US Midwest detected by fusing multi‐source satellite data Q Zhou, K Guan, S Wang, C Jiang, Y Huang, B Peng, Z Chen, S Wang, ... Geophysical Research Letters 49 (22), e2022GL100249, 2022 | 56 | 2022 |
Data depth based clustering analysis MH Jeong, Y Cai, CJ Sullivan, S Wang Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances …, 2016 | 30 | 2016 |
Evaluation of four new land surface temperature (LST) products in the US corn belt: ECOSTRESS, GOES-R, landsat, and sentinel-3 K Li, K Guan, C Jiang, S Wang, B Peng, Y Cai IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021 | 29 | 2021 |
Toward large-scale mapping of tree crops with high-resolution satellite imagery and deep learning algorithms: A case study of olive orchards in Morocco C Lin, Z Jin, D Mulla, R Ghosh, K Guan, V Kumar, Y Cai Remote Sensing 13 (9), 1740, 2021 | 29 | 2021 |
Time-windows based temporal and spatial scheduling model for agricultural machinery resources C Wu, Y Cai, M Luo, H Su, L Ding Transactions of the CSAM 44 (5), 237-241, 2013 | 29 | 2013 |
Smartphone based precise monitoring method for farm operation W Caicong, Z Lin, W Jie, C Yaping International Journal of Agricultural and Biological Engineering 9 (3), 111-121, 2016 | 19 | 2016 |
Assessing the impacts of pre-growing-season weather conditions on soil nitrogen dynamics and corn productivity in the US Midwest Z Li, K Guan, W Zhou, B Peng, Z Jin, J Tang, RF Grant, ED Nafziger, ... Field Crops Research 284, 108563, 2022 | 18 | 2022 |
基于时间窗的农机资源时空调度模型 吴才聪, 蔡亚平, 罗梦佳, 苏怀洪, 丁连军 农业机械学报 44 (5), 237-241, 2013 | 13 | 2013 |
基于北斗的移动应急监控与指挥技术 吴才聪, 苏怀洪, 褚天行, 蔡亚平 数字通信世界, 60-63, 2011 | 12 | 2011 |
Spatiotemporal derivation of intermittent ponding in a maize–soybean landscape from Planet Labs CubeSat images RF Paul, Y Cai, B Peng, WH Yang, K Guan, EH DeLucia Remote Sensing 12 (12), 1942, 2020 | 9 | 2020 |
Classification and evaluation of uncertain influence factors for farm machinery service W Caicong, C Yaping, H Bingbing, W Jie International Journal of Agricultural and Biological Engineering 10 (6), 164-174, 2017 | 6 | 2017 |
Automatic recognition method of operation status for agricultural machinery based on GNSS data mining Y Cai, C Wu, M Luo, L Ding, H Su China Satellite Navigation Conference (CSNC) 2012 Proceedings, 135-145, 2012 | 6 | 2012 |
Evaluating model and beidou based management system for scale operation of cotton-pickers C Wu, P Qiao, J Zhao, J Wang, Y Cai Positioning 7 (1), 21-31, 2015 | 5 | 2015 |
Mobile monitoring and center-navigation technology for agricultural machinery M Luo, C Wu, Y Cai, H Su, L Ding 2012 Dallas, Texas, July 29-August 1, 2012, 1, 2012 | 5 | 2012 |