Exploring the Best Hyperspectral Features for LAI Estimation Using Partial Least Squares Regression. - Xinchuan Li; Youjing Zhang; Yansong Bao; Juhua Luo; Xiuliang Jin; Xingang Xu; Xiaoyu Song; Guijun Yang (Remote. Sens., 2014)

Newly Combined Spectral Indices to Improve Estimation of Total Leaf Chlorophyll Content in Cotton. - Xiuliang Jin; Zhenhai Li; Haikuan Feng; Xingang Xu; Guijun Yang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Simulation of Winter Wheat Phenology in Beijing Area with DSSAT-CERES Model. - Haikuan Feng; Zhenhai Li; Peng He; Xiuliang Jin; Guijun Yang; Haiyang Yu 011; Fuqin Yang (CCTA (2), 2015)

Estimation of Maize Residue Cover Using Landsat-8 OLI Image Spectral Information and Textural Features. - Xiuliang Jin; Jianhang Ma; Zhidan Wen; Kaishan Song (Remote. Sens., 2015)

Combined Multi-Temporal Optical and Radar Parameters for Estimating LAI and Biomass in Winter Wheat Using HJ and RADARSAR-2 Data. - Xiuliang Jin; Guijun Yang; Xingang Xu; Hao Yang 009; Haikuan Feng; Zhenhai Li; Jiaxiao Shen; Yubin Lan; Chunjiang Zhao 001 (Remote. Sens., 2015)

Assimilation of Two Variables Derived from Hyperspectral Data into the DSSAT-CERES Model for Grain Yield and Quality Estimation. - Zhenhai Li; Jihua Wang; Xingang Xu; Chunjiang Zhao 001; Xiuliang Jin; Guijun Yang; Haikuan Feng (Remote. Sens., 2015)

Quantification winter wheat LAI with HJ-1CCD image features over multiple growing seasons. - Xinchuan Li; Youjing Zhang; Juhua Luo; Xiuliang Jin; Ying Xu; Wenzhi Yang (Int. J. Appl. Earth Obs. Geoinformation, 2016)

Estimation of Winter Wheat Biomass and Yield by Combining the AquaCrop Model and Field Hyperspectral Data. - Xiuliang Jin; Lalit Kumar 002; Zhenhai Li; Xingang Xu; Guijun Yang; Jihua Wang (Remote. Sens., 2016)

Estimation of leaf nitrogen content of maize based on Akaike's information criterion in Beijing. - Haikuan Feng; Haojie Pei; Fuqin Yang; Guijun Yang; Zhenhai Li; Xiaodong Yang; Huiling Long; Xiuliang Jin (IGARSS, 2017)

Mapping species of submerged aquatic vegetation with multi-seasonal satellite images and considering life history information. - Juhua Luo; Hongtao Duan 001; Ronghua Ma; Xiuliang Jin; Fei Li; Weiping Hu; Kun Shi 001; Wenjiang Huang (Int. J. Appl. Earth Obs. Geoinformation, 2017)

Evaluation of Seed Emergence Uniformity of Mechanically Sown Wheat with UAV RGB Imagery. - Tao Liu; Rui Li; Xiuliang Jin; Jinfeng Ding; Xinkai Zhu; Chengming Sun; Wenshan Guo (Remote. Sens., 2017)

Estimating genetic parameters of DSSAT-CERES model with the GLUE method for winter wheat (Triticum aestivum L.) production. - Zhenhai Li; Jianqing He; Xingang Xu; Xiuliang Jin; Wenjiang Huang; Beth Clark; Guijun Yang; Zhenhong Li 001 (Comput. Electron. Agric., 2018)

Time-Series Multispectral Indices from Unmanned Aerial Vehicle Imagery Reveal Senescence Rate in Bread Wheat. - Muhammad Adeel Hassan; Mengjiao Yang; Awais Rasheed; Xiuliang Jin; Xianchun Xia; Yonggui Xiao; Zhonghu He (Remote. Sens., 2018)

Remote Sensing of Leaf and Canopy Nitrogen Status in Winter Wheat (Triticum aestivum L.) Based on N-PROSAIL Model. - Zhenhai Li; Xiuliang Jin; Guijun Yang; Jane Drummond; Hao Yang 009; Beth Clark; Zhenhong Li 001; Chunjiang Zhao 001 (Remote. Sens., 2018)

A Comparison of Crop Parameters Estimation Using Images from UAV-Mounted Snapshot Hyperspectral Sensor and High-Definition Digital Camera. - Jibo Yue; Haikuan Feng; Xiuliang Jin; Huanhuan Yuan; Zhenhai Li; Chengquan Zhou; Guijun Yang; Qingjiu Tian (Remote. Sens., 2018)

Phenotyping flag leaf nitrogen content in rice using a three-band spectral index. - Jian-Jun Wang; Zhikang Li; Xiuliang Jin; Guohua Liang; Paul C. Struik; Junfei Gu; Yong Zhou (Comput. Electron. Agric., 2019)

Field-Scale Rice Yield Estimation Using Sentinel-1A Synthetic Aperture Radar (SAR) Data in Coastal Saline Region of Jiangsu Province, China. - Jianjun Wang; Qixing Dai; Jiali Shang; Xiuliang Jin; Quan Sun; Guisheng Zhou; Qigen Dai (Remote. Sens., 2019)

A Novel Approach for the Detection of Standing Tree Stems from Plot-Level Terrestrial Laser Scanning Data. - Wuming Zhang; Peng Wan 003; Tiejun Wang; Shangshu Cai; Yiming Chen 007; Xiuliang Jin; Guangjian Yan (Remote. Sens., 2019)

Editorial for the Special Issue "Estimation of Crop Phenotyping Traits using Unmanned Ground Vehicle and Unmanned Aerial Vehicle Imagery". - Xiuliang Jin; Zhenhai Li; Clement Atzberger (Remote. Sens., 2020)

Improving Soil Thickness Estimations Based on Multiple Environmental Variables with Stacking Ensemble Methods. - Xinchuan Li; Juhua Luo; Xiuliang Jin; Qiaoning He; Yun Niu (Remote. Sens., 2020)

Prediction of Wheat Grain Protein by Coupling Multisource Remote Sensing Imagery and ECMWF Data. - Xiaobin Xu; Cong Teng; Yu Zhao; Ying Du; Chunqi Zhao; Guijun Yang; Xiuliang Jin; Xiaoyu Song; Xiaohe Gu; Raffaele Casa; Liping Chen; Zhenhai Li (Remote. Sens., 2020)

Detection and Analysis of Degree of Maize Lodging Using UAV-RGB Image Multi-Feature Factors and Various Classification Methods. - Zixu Wang; Chenwei Nie; Hongwu Wang; Yong Ao; Xiuliang Jin; Xun Yu; Yi Bai; Yadong Liu; Mingchao Shao; Minghan Cheng; Shuaibing Liu; Siyu Wang; et al. (ISPRS Int. J. Geo Inf., 2021)

Estimating Agricultural Soil Moisture Content through UAV-Based Hyperspectral Images in the Arid Region. - Xiangyu Ge; Jianli Ding; Xiuliang Jin; Jingzhe Wang; Xiangyue Chen; Xiaohang Li; Jie Liu; Boqiang Xie (Remote. Sens., 2021)

Maize tassel area dynamic monitoring based on near-ground and UAV RGB images by U-Net model. - Xun Yu; Dameng Yin; Chenwei Nie; Bo Ming; Honggen Xu; Yuan Liu; Yi Bai; Mingchao Shao; Minghan Cheng; Yadong Liu; Shuaibing Liu; Zixu Wang; et al. (Comput. Electron. Agric., 2022)

Estimation of Potato Above-Ground Biomass Based on Vegetation Indices and Green-Edge Parameters Obtained from UAVs. - Yang Liu 251; Haikuan Feng; Jibo Yue; Yiguang Fan; Xiuliang Jin; Xiaoyu Song; Hao Yang 009; Guijun Yang (Remote. Sens., 2022)

Estimation of Potato Above-Ground Biomass Using UAV-Based Hyperspectral images and Machine-Learning Regression. - Yang Liu 251; Haikuan Feng; Jibo Yue; Yiguang Fan; Xiuliang Jin; Yu Zhao; Xiaoyu Song; Huiling Long; Guijun Yang (Remote. Sens., 2022)

Estimation of Aboveground Biomass of Potatoes Based on Characteristic Variables Extracted from UAV Hyperspectral Imagery. - Yang Liu 251; Haikuan Feng; Jibo Yue; Zhenhai Li; Xiuliang Jin; Yiguang Fan; Zhihang Feng; Guijun Yang (Remote. Sens., 2022)

Predicting Wheat Leaf Nitrogen Content by Combining Deep Multitask Learning and a Mechanistic Model Using UAV Hyperspectral Images. - Xiao Ma; Pengfei Chen; Xiuliang Jin (Remote. Sens., 2022)

UAV multispectral images for accurate estimation of the maize LAI considering the effect of soil background. - Shuaibing Liu; Xiuliang Jin; Yi Bai; Wenbin Wu; Ningbo Cui; Minghan Cheng; Yadong Liu; Lin Meng; Xiao Jia 017; Chenwei Nie; Dameng Yin (Int. J. Appl. Earth Obs. Geoinformation, 2023)

Comparison of Different Dimensional Spectral Indices for Estimating Nitrogen Content of Potato Plants over Multiple Growth Periods. - Yiguang Fan; Haikuan Feng; Jibo Yue; Yang Liu 251; Xiuliang Jin; Xingang Xu; Xiaoyu Song; Yanpeng Ma; Guijun Yang (Remote. Sens., 2023)

Quantifying effect of maize tassels on LAI estimation based on multispectral imagery and machine learning methods. - Mingchao Shao; Chenwei Nie; Aijun Zhang; Liangsheng Shi; Yuanyuan Zha; Honggen Xu; Hongye Yang; Xun Yu; Yi Bai; Shuaibing Liu; Minghan Cheng; Tao Lin; et al. (Comput. Electron. Agric., 2023)

Using an optimized texture index to monitor the nitrogen content of potato plants over multiple growth stages. - Yiguang Fan; Haikuan Feng; Jibo Yue; Xiuliang Jin; Yang Liu 251; Riqiang Chen; Mingbo Bian; Yanpeng Ma; Xiaoyu Song; Guijun Yang (Comput. Electron. Agric., 2023)

Estimation of Soil Moisture Using Multi-Source Remote Sensing and Machine Learning Algorithms in Farming Land of Northern China. - Quanshan Liu; Zongjun Wu; Ningbo Cui; Xiuliang Jin; Shidan Zhu; Shouzheng Jiang; Lu Zhao; Daozhi Gong (Remote. Sens., 2023)

Estimating potato above-ground biomass by using integrated unmanned aerial system-based optical, structural, and textural canopy measurements. - Yang Liu 251; Haikuan Feng; Jibo Yue; Yiguang Fan; Mingbo Bian; Yanpeng Ma; Xiuliang Jin; Xiaoyu Song; Guijun Yang (Comput. Electron. Agric., 2023)

Improved potato AGB estimates based on UAV RGB and hyperspectral images. - Yang Liu 251; Haikuan Feng; Jibo Yue; Xiuliang Jin; Yiguang Fan; Riqiang Chen; Mingbo Bian; Yanpeng Ma; Xiaoyu Song; Guijun Yang (Comput. Electron. Agric., 2023)

Estimating leaf age of maize seedlings using UAV-based RGB and multispectral images. - Yi Bai; Liangsheng Shi; Yuanyuan Zha; Shuaibing Liu; Chenwei Nie; Honggen Xu; Hongye Yang; Mingchao Shao; Xun Yu; Minghan Cheng; Yadong Liu; Tao Lin; et al. (Comput. Electron. Agric., 2023)

A model suitable for estimating above-ground biomass of potatoes at different regional levels. - Yang Liu 251; Yiguang Fan; Jibo Yue; Xiuliang Jin; Yanpeng Ma; Riqiang Chen; Mingbo Bian; Guijun Yang; Haikuan Feng (Comput. Electron. Agric., 2024)

Comprehensive analysis of hyperspectral features for monitoring canopy maize leaf spot disease. - Yali Bai; Chenwei Nie; Xun Yu; Mingyue Gou; Shuaibing Liu; Yanqin Zhu; Tiantian Jiang; Xiao Jia 017; Yadong Liu; Fei Nan; Liming Li; Bedir Tekinerdogan; et al. (Comput. Electron. Agric., 2024)

Accurately estimate soybean growth stages from UAV imagery by accounting for spatial heterogeneity and climate factors across multiple environments. - Yingpu Che; Yongzhe Gu; Dong Bai; Delin Li; Jindong Li 004; Chaosen Zhao; Qiang Wang; Hongmei Qiu; Wen Huang; Chunyan Yang; Qingsong Zhao; Like Liu; et al. (Comput. Electron. Agric., 2024)

A novel framework to assess apple leaf nitrogen content: Fusion of hyperspectral reflectance and phenology information through deep learning. - Riqiang Chen; Wenping Liu; Hao Yang 009; Xiuliang Jin; Guijun Yang; Yan Zhou; Chengjian Zhang; Shaoyu Han; Yang Meng 001; Changyuan Zhai; Haikuan Feng (Comput. Electron. Agric., 2024)

Estimation of potato yield using a semi-mechanistic model developed by proximal remote sensing and environmental variables. - Yiguang Fan; Yang Liu 251; Jibo Yue; Xiuliang Jin; Riqiang Chen; Mingbo Bian; Yanpeng Ma; Guijun Yang; Haikuan Feng (Comput. Electron. Agric., 2024)

Evaluating drought stress response of poplar seedlings using a proximal sensing platform via multi-parameter phenotyping and two-stage machine learning. - Xuexing Fan; Huichun Zhang; Lei Zhou 013; Liming Bian; Xiuliang Jin; Luozhong Tang; Yufeng Ge (Comput. Electron. Agric., 2024)

Improving potato AGB estimation to mitigate phenological stage impacts through depth features from hyperspectral data. - Yang Liu 251; Haikuan Feng; Jibo Yue; Xiuliang Jin; Yiguang Fan; Riqiang Chen; Mingbo Bian; Yanpeng Ma; Jingbo Li; Bo Xu 017; Guijun Yang (Comput. Electron. Agric., 2024)

Enhancing precision of root-zone soil moisture content prediction in a kiwifruit orchard using UAV multi-spectral image features and ensemble learning. - Shidan Zhu; Ningbo Cui; Li Guo 015; Huaan Jin; Xiuliang Jin; Shouzheng Jiang; Zongjun Wu; Min Lv; Fei Chen; Quanshan Liu; Mingjun Wang (Comput. Electron. Agric., 2024)

Satellite-Based Hydrothermal Variables Are Superior to Traditional Climate Data for Predicting Maize Yield. - Rui-Qing Li; Pei Leng; Xiuliang Jin; Xia Zhang; Guofei Shang (IEEE Geosci. Remote. Sens. Lett., 2024)

Synergistic use of stay-green traits and UAV multispectral information in improving maize yield estimation with the random forest regression algorithm. - Yuan Liu; Kaijian Fan; Lin Meng; Chenwei Nie; Yadong Liu; Minghan Cheng; Yang Song 018; Xiuliang Jin (Comput. Electron. Agric., 2025)

FEL-YoloV8: A New Algorithm for Accurate Monitoring Soybean Seedling Emergence Rates and Growth Uniformity. - Xun Yu; Tiantian Jiang; Yanqin Zhu; Liming Li; Fan Fan; Xiuliang Jin (IEEE Trans. Geosci. Remote. Sens., 2025)