| Estimating leaf area index using unmanned aerial vehicle data: shallow vs. deep machine learning algorithms S Liu, X Jin, C Nie, S Wang, X Yu, M Cheng, M Shao, Z Wang, N Tuohuti, ... Plant Physiology 187 (3), 1551-1576, 2021 | 65 | 2021 |
| Estimation of soil moisture content under high maize canopy coverage from UAV multimodal data and machine learning M Cheng, X Jiao, Y Liu, M Shao, X Yu, Y Bai, Z Wang, S Wang, N Tuohuti, ... Agricultural Water Management 264, 107530, 2022 | 55 | 2022 |
| Crop water content of winter wheat revealed with Sentinel-1 and Sentinel-2 imagery D Han, S Liu, Y Du, X Xie, L Fan, L Lei, Z Li, H Yang, G Yang Sensors 19 (18), 4013, 2019 | 44 | 2019 |
| Estimating maize seedling number with UAV RGB images and advanced image processing methods S Liu, D Yin, H Feng, Z Li, X Xu, L Shi, X Jin Precision Agriculture 23 (5), 1604-1632, 2022 | 22 | 2022 |
| Retrieval of winter wheat nitrogen content based on UAV digital image S Liu, G Yang, H Jing, H Feng, H Li, P Chen, W Yang | 21 | 2019 |
| A fast and robust method for plant count in sunflower and maize at different seedling stages using high-resolution UAV RGB imagery Y Bai, C Nie, H Wang, M Cheng, S Liu, X Yu, M Shao, Z Wang, S Wang, ... Precision Agriculture 23 (5), 1720-1742, 2022 | 18 | 2022 |
| 无人机影像光谱和纹理融合信息估算马铃薯叶片叶绿素含量. 陈鹏， 冯海宽， 李长春， 杨贵军， 杨钧森， 杨文攀， 刘帅兵 Transactions of the Chinese Society of Agricultural Engineering 35 (11), 2019 | 18 | 2019 |
| 基于无人机数码影像的冬小麦氮含量反演. 刘帅兵， 杨贵军， 景海涛， 冯海宽， 李贺丽， 陈鹏， 杨文攀 Transactions of the Chinese Society of Agricultural Engineering 35 (11), 2019 | 15 | 2019 |
| Detection and analysis of degree of maize lodging using UAV-RGB image multi-feature factors and various classification methods Z Wang, C Nie, H Wang, Y Ao, X Jin, X Yu, Y Bai, Y Liu, M Shao, M Cheng, ... ISPRS International Journal of Geo-Information 10 (5), 309, 2021 | 14 | 2021 |
| Leaf area index estimation of winter wheat based on UAV imaging hyperspectral imagery 陶惠林， 冯海宽， 杨贵军， 杨小冬， 刘明星， 刘帅兵 Transactions of the Chinese Society for Agricultural Machinery 51 (1), 176-187, 2020 | 14 | 2020 |
| Maize tassel area dynamic monitoring based on near-ground and UAV RGB images by U-Net model X Yu, D Yin, C Nie, B Ming, H Xu, Y Liu, Y Bai, M Shao, M Cheng, Y Liu, ... Computers and Electronics in Agriculture 203, 107477, 2022 | 12 | 2022 |
| 基于无人机成像高光谱影像的冬小麦 LAI 估测 陶惠林， 冯海宽， 杨贵军， 杨小冬， 刘明星， 刘帅兵 农业机械学报 51 (1), 176-187, 2020 | 10 | 2020 |
| 基于无人机遥感影像的玉米苗期株数信息提取 刘帅兵， 杨贵军， 周成全， 景海涛， 冯海宽， 徐波， 杨浩 农业工程学报 34 (22), 69-77, 2018 | 10 | 2018 |
| 基于无人机多光谱影像的夏玉米叶片氮含量遥感估测. 魏鹏飞， 徐新刚， 李中元， 杨贵军， 李振海， 冯海宽， 陈帼， 范玲玲， 王玉龙， ... Transactions of the Chinese Society of Agricultural Engineering 35 (8), 2019 | 9 | 2019 |
| Predicting leaf chlorophyll content and its nonuniform vertical distribution of summer maize by using a radiation transfer model X Xu, Z Li, X Yang, G Yang, C Teng, H Zhu, S Liu Journal of applied remote sensing 13 (3), 034505-034505, 2019 | 7 | 2019 |
| Evaluation of UAV-based drought indices for crop water conditions monitoring: A case study of summer maize M Cheng, C Sun, C Nie, S Liu, X Yu, Y Bai, Y Liu, L Meng, X Jia, Y Liu, ... Agricultural Water Management 287, 108442, 2023 | 5 | 2023 |
| A review of remote sensing estimation of crop water productivity: definition, methodology, scale, and evaluation M Cheng, D Yin, W Wu, N Cui, C Nie, L Shi, S Liu, X Yu, Y Bai, Y Liu, ... International Journal of Remote Sensing 44 (16), 5033-5068, 2023 | 5 | 2023 |
| UAV multispectral images for accurate estimation of the maize LAI considering the effect of soil background S Liu, X Jin, Y Bai, W Wu, N Cui, M Cheng, Y Liu, L Meng, X Jia, C Nie, ... International Journal of Applied Earth Observation and Geoinformation 121 …, 2023 | 5 | 2023 |
| Quantifying effect of maize tassels on LAI estimation based on multispectral imagery and machine learning methods M Shao, C Nie, A Zhang, L Shi, Y Zha, H Xu, H Yang, X Yu, Y Bai, S Liu, ... Computers and Electronics in Agriculture 211, 108029, 2023 | 2 | 2023 |
| Evaluating the canopy chlorophyll density of maize at the whole growth stage based on multi-scale UAV image feature fusion and machine learning methods L Zhou, C Nie, T Su, X Xu, Y Song, D Yin, S Liu, Y Liu, Y Bai, X Jia, X Jin Agriculture 13 (4), 895, 2023 | 2 | 2023 |
