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2020 – today
- 2024
[j42]Yang Liu, Haikuan Feng
, Jibo Yue, Xiuliang Jin, Yiguang Fan, Riqiang Chen, Mingbo Bian, Yanpeng Ma, Jingbo Li, Bo Xu, Guijun Yang:
Improving potato AGB estimation to mitigate phenological stage impacts through depth features from hyperspectral data. Comput. Electron. Agric. 219: 108808 (2024)- [j41]Riqiang Chen, Wenping Liu, Hao Yang, Xiuliang Jin, Guijun Yang, Yan Zhou, Chengjian Zhang, Shaoyu Han, Yang Meng, Changyuan Zhai, Haikuan Feng:
A novel framework to assess apple leaf nitrogen content: Fusion of hyperspectral reflectance and phenology information through deep learning. Comput. Electron. Agric. 219: 108816 (2024) - [j40]Shidan Zhu, Ningbo Cui, Li Guo, Huaan Jin, Xiuliang Jin, Shouzheng Jiang, Zongjun Wu, Min Lv, Fei Chen, Quanshan Liu, Mingjun Wang:
Enhancing precision of root-zone soil moisture content prediction in a kiwifruit orchard using UAV multi-spectral image features and ensemble learning. Comput. Electron. Agric. 221: 108943 (2024) - [j39]Yang Liu, Yiguang Fan, Jibo Yue, Xiuliang Jin, Yanpeng Ma, Riqiang Chen, Mingbo Bian, Guijun Yang, Haikuan Feng:
A model suitable for estimating above-ground biomass of potatoes at different regional levels. Comput. Electron. Agric. 222: 109081 (2024) - [j38]Yiguang Fan, Yang Liu, Jibo Yue, Xiuliang Jin, Riqiang Chen, Mingbo Bian, Yanpeng Ma, Guijun Yang, Haikuan Feng:
Estimation of potato yield using a semi-mechanistic model developed by proximal remote sensing and environmental variables. Comput. Electron. Agric. 223: 109117 (2024) - [j37]Xuexing Fan, Huichun Zhang, Lei Zhou, Liming Bian, Xiuliang Jin, Luozhong Tang, Yufeng Ge:
Evaluating drought stress response of poplar seedlings using a proximal sensing platform via multi-parameter phenotyping and two-stage machine learning. Comput. Electron. Agric. 225: 109261 (2024) - [j36]Yingpu Che, Yongzhe Gu, Dong Bai, Delin Li, Jindong Li, Chaosen Zhao, Qiang Wang, Hongmei Qiu, Wen Huang, Chunyan Yang, Qingsong Zhao, Like Liu, Xing Wang, Guangnan Xing, Guoyu Hu, Zhihui Shan, Ruizhen Wang, Ying-hui Li, Xiuliang Jin, Li-juan Qiu:
Accurately estimate soybean growth stages from UAV imagery by accounting for spatial heterogeneity and climate factors across multiple environments. Comput. Electron. Agric. 225: 109313 (2024) - [j35]Yali Bai, Chenwei Nie, Xun Yu, Mingyue Gou, Shuaibing Liu, Yanqin Zhu, Tiantian Jiang, Xiao Jia, Yadong Liu, Fei Nan, Liming Li, Bedir Tekinerdogan, Yang Song, Qingzhi Liu, Xiuliang Jin:
Comprehensive analysis of hyperspectral features for monitoring canopy maize leaf spot disease. Comput. Electron. Agric. 225: 109350 (2024) - 2023
- [j34]Shuaibing Liu, Xiuliang Jin, Yi Bai, Wenbin Wu, Ningbo Cui, Minghan Cheng, Yadong Liu, Lin Meng, Xiao Jia, Chenwei Nie, Dameng Yin:
UAV multispectral images for accurate estimation of the maize LAI considering the effect of soil background. Int. J. Appl. Earth Obs. Geoinformation 121: 103383 (2023) - [j33]Mingchao Shao, Chenwei Nie, Aijun Zhang, Liangsheng Shi, Yuanyuan Zha, Honggen Xu, Hongye Yang, Xun Yu, Yi Bai, Shuaibing Liu, Minghan Cheng, Tao Lin, Ningbo Cui, Wenbin Wu, Xiuliang Jin:
Quantifying effect of maize tassels on LAI estimation based on multispectral imagery and machine learning methods. Comput. Electron. Agric. 211: 108029 (2023) - [j32]Yiguang Fan, Haikuan Feng, Jibo Yue, Xiuliang Jin, Yang Liu, Riqiang Chen, Mingbo Bian, Yanpeng Ma, Xiaoyu Song, Guijun Yang:
Using an optimized texture index to monitor the nitrogen content of potato plants over multiple growth stages. Comput. Electron. Agric. 212: 108147 (2023) - [j31]Yang Liu, Haikuan Feng, Jibo Yue, Yiguang Fan, Mingbo Bian, Yanpeng Ma, Xiuliang Jin, Xiaoyu Song, Guijun Yang:
Estimating potato above-ground biomass by using integrated unmanned aerial system-based optical, structural, and textural canopy measurements. Comput. Electron. Agric. 213: 108229 (2023) - [j30]Yang Liu, Haikuan Feng, Jibo Yue, Xiuliang Jin, Yiguang Fan, Riqiang Chen, Mingbo Bian, Yanpeng Ma, Xiaoyu Song, Guijun Yang:
Improved potato AGB estimates based on UAV RGB and hyperspectral images. Comput. Electron. Agric. 214: 108260 (2023) - [j29]Yi Bai, Liangsheng Shi, Yuanyuan Zha, Shuaibing Liu, Chenwei Nie, Honggen Xu, Hongye Yang, Mingchao Shao, Xun Yu, Minghan Cheng, Yadong Liu, Tao Lin, Ningbo Cui, Wenbin Wu, Xiuliang Jin:
Estimating leaf age of maize seedlings using UAV-based RGB and multispectral images. Comput. Electron. Agric. 215: 108349 (2023) - [j28]Yiguang Fan, Haikuan Feng, Jibo Yue, Yang Liu, Xiuliang Jin, Xingang Xu, Xiaoyu Song, Yanpeng Ma, Guijun Yang:
Comparison of Different Dimensional Spectral Indices for Estimating Nitrogen Content of Potato Plants over Multiple Growth Periods. Remote. Sens. 15(3): 602 (2023) - [j27]Quanshan Liu, Zongjun Wu, Ningbo Cui, Xiuliang Jin, Shidan Zhu, Shouzheng Jiang, Lu Zhao, Daozhi Gong:
Estimation of Soil Moisture Using Multi-Source Remote Sensing and Machine Learning Algorithms in Farming Land of Northern China. Remote. Sens. 15(17): 4214 (2023) - 2022
- [j26]Xun Yu, Dameng Yin, Chenwei Nie, Bo Ming, Honggen Xu, Yuan Liu, Yi Bai, Mingchao Shao, Minghan Cheng, Yadong Liu, Shuaibing Liu, Zixu Wang, Siyu Wang, Lei Shi, Xiuliang Jin:
Maize tassel area dynamic monitoring based on near-ground and UAV RGB images by U-Net model. Comput. Electron. Agric. 203: 107477 (2022) - [j25]Yang Liu, Haikuan Feng, Jibo Yue, Zhenhai Li, Xiuliang Jin, Yiguang Fan, Zhihang Feng, Guijun Yang:
Estimation of Aboveground Biomass of Potatoes Based on Characteristic Variables Extracted from UAV Hyperspectral Imagery. Remote. Sens. 14(20): 5121 (2022) - [j24]Yang Liu, Haikuan Feng, Jibo Yue, Yiguang Fan, Xiuliang Jin, Xiaoyu Song, Hao Yang, Guijun Yang:
Estimation of Potato Above-Ground Biomass Based on Vegetation Indices and Green-Edge Parameters Obtained from UAVs. Remote. Sens. 14(21): 5323 (2022) - [j23]Yang Liu, Haikuan Feng, Jibo Yue, Yiguang Fan, Xiuliang Jin, Yu Zhao, Xiaoyu Song, Huiling Long, Guijun Yang:
Estimation of Potato Above-Ground Biomass Using UAV-Based Hyperspectral images and Machine-Learning Regression. Remote. Sens. 14(21): 5449 (2022) - [j22]Xiao Ma, Pengfei Chen, Xiuliang Jin:
Predicting Wheat Leaf Nitrogen Content by Combining Deep Multitask Learning and a Mechanistic Model Using UAV Hyperspectral Images. Remote. Sens. 14(24): 6334 (2022) - 2021
- [j21]Zixu Wang, Chenwei Nie, Hongwu Wang, Yong Ao, Xiuliang Jin, Xun Yu, Yi Bai, Yadong Liu, Mingchao Shao, Minghan Cheng, Shuaibing Liu, Siyu Wang, Nuremanguli Tuohuti:
Detection and Analysis of Degree of Maize Lodging Using UAV-RGB Image Multi-Feature Factors and Various Classification Methods. ISPRS Int. J. Geo Inf. 10(5): 309 (2021) - [j20]Xiangyu Ge, Jianli Ding, Xiuliang Jin, Jingzhe Wang, Xiangyue Chen, Xiaohang Li, Jie Liu, Boqiang Xie:
Estimating Agricultural Soil Moisture Content through UAV-Based Hyperspectral Images in the Arid Region. Remote. Sens. 13(8): 1562 (2021) - 2020
- [j19]Xiuliang Jin, Zhenhai Li, Clement Atzberger:
Editorial for the Special Issue "Estimation of Crop Phenotyping Traits using Unmanned Ground Vehicle and Unmanned Aerial Vehicle Imagery". Remote. Sens. 12(6): 940 (2020) - [j18]Xiaobin Xu, Cong Teng, Yu Zhao, Ying Du, Chunqi Zhao, Guijun Yang, Xiuliang Jin, Xiaoyu Song, Xiaohe Gu, Raffaele Casa, Liping Chen, Zhenhai Li:
Prediction of Wheat Grain Protein by Coupling Multisource Remote Sensing Imagery and ECMWF Data. Remote. Sens. 12(8): 1349 (2020) - [j17]Xinchuan Li, Juhua Luo, Xiuliang Jin, Qiaoning He, Yun Niu:
Improving Soil Thickness Estimations Based on Multiple Environmental Variables with Stacking Ensemble Methods. Remote. Sens. 12(21): 3609 (2020)
2010 – 2019
- 2019
- [j16]Jian-Jun Wang, Zhikang Li, Xiuliang Jin, Guohua Liang, Paul C. Struik, Junfei Gu, Yong Zhou:
Phenotyping flag leaf nitrogen content in rice using a three-band spectral index. Comput. Electron. Agric. 162: 475-481 (2019) - [j15]Wuming Zhang, Peng Wan, Tiejun Wang, Shangshu Cai, Yiming Chen, Xiuliang Jin, Guangjian Yan:
A Novel Approach for the Detection of Standing Tree Stems from Plot-Level Terrestrial Laser Scanning Data. Remote. Sens. 11(2): 211 (2019) - [j14]Jianjun Wang, Qixing Dai, Jiali Shang, Xiuliang Jin, Quan Sun, Guisheng Zhou, Qigen Dai:
Field-Scale Rice Yield Estimation Using Sentinel-1A Synthetic Aperture Radar (SAR) Data in Coastal Saline Region of Jiangsu Province, China. Remote. Sens. 11(19): 2274 (2019) - 2018
- [j13]Zhenhai Li, Jianqing He, Xingang Xu, Xiuliang Jin, Wenjiang Huang, Beth Clark, Guijun Yang, Zhenhong Li:
Estimating genetic parameters of DSSAT-CERES model with the GLUE method for winter wheat (Triticum aestivum L.) production. Comput. Electron. Agric. 154: 213-221 (2018) - [j12]Muhammad Adeel Hassan, Mengjiao Yang, Awais Rasheed, Xiuliang Jin, Xianchun Xia, Yonggui Xiao, Zhonghu He:
Time-Series Multispectral Indices from Unmanned Aerial Vehicle Imagery Reveal Senescence Rate in Bread Wheat. Remote. Sens. 10(6): 809 (2018) - [j11]Jibo Yue, Haikuan Feng, Xiuliang Jin, Huanhuan Yuan, Zhenhai Li, Chengquan Zhou, Guijun Yang, Qingjiu Tian:
A Comparison of Crop Parameters Estimation Using Images from UAV-Mounted Snapshot Hyperspectral Sensor and High-Definition Digital Camera. Remote. Sens. 10(7): 1138 (2018) - [j10]Zhenhai Li, Xiuliang Jin, Guijun Yang, Jane Drummond, Hao Yang, Beth Clark, Zhenhong Li, Chunjiang Zhao:
Remote Sensing of Leaf and Canopy Nitrogen Status in Winter Wheat (Triticum aestivum L.) Based on N-PROSAIL Model. Remote. Sens. 10(9): 1463 (2018) - 2017
- [j9]Juhua Luo, Hongtao Duan, Ronghua Ma, Xiuliang Jin, Fei Li, Weiping Hu, Kun Shi, Wenjiang Huang:
Mapping species of submerged aquatic vegetation with multi-seasonal satellite images and considering life history information. Int. J. Appl. Earth Obs. Geoinformation 57: 154-165 (2017) - [j8]Tao Liu, Rui Li, Xiuliang Jin, Jinfeng Ding, Xinkai Zhu, Chengming Sun, Wenshan Guo:
Evaluation of Seed Emergence Uniformity of Mechanically Sown Wheat with UAV RGB Imagery. Remote. Sens. 9(12): 1241 (2017) - [c2]Haikuan Feng, Haojie Pei, Fuqin Yang, Guijun Yang, Zhenhai Li, Xiaodong Yang, Huiling Long, Xiuliang Jin:
Estimation of leaf nitrogen content of maize based on Akaike's information criterion in Beijing. IGARSS 2017: 5057-5060 - 2016
- [j7]Xinchuan Li, Youjing Zhang, Juhua Luo, Xiuliang Jin, Ying Xu, Wenzhi Yang:
Quantification winter wheat LAI with HJ-1CCD image features over multiple growing seasons. Int. J. Appl. Earth Obs. Geoinformation 44: 104-112 (2016) - [j6]Xiuliang Jin, Lalit Kumar, Zhenhai Li, Xingang Xu, Guijun Yang, Jihua Wang:
Estimation of Winter Wheat Biomass and Yield by Combining the AquaCrop Model and Field Hyperspectral Data. Remote. Sens. 8(12): 972 (2016) - 2015
- [j5]Zhenhai Li, Jihua Wang, Xingang Xu, Chunjiang Zhao, Xiuliang Jin, Guijun Yang, Haikuan Feng:
Assimilation of Two Variables Derived from Hyperspectral Data into the DSSAT-CERES Model for Grain Yield and Quality Estimation. Remote. Sens. 7(9): 12400-12418 (2015) - [j4]Xiuliang Jin, Guijun Yang, Xingang Xu, Hao Yang, Haikuan Feng, Zhenhai Li, Jiaxiao Shen, Yubin Lan, Chunjiang Zhao:
Combined Multi-Temporal Optical and Radar Parameters for Estimating LAI and Biomass in Winter Wheat Using HJ and RADARSAR-2 Data. Remote. Sens. 7(10): 13251-13272 (2015) - [j3]Xiuliang Jin, Jianhang Ma, Zhidan Wen, Kaishan Song:
Estimation of Maize Residue Cover Using Landsat-8 OLI Image Spectral Information and Textural Features. Remote. Sens. 7(11): 14559-14575 (2015) - [c1]Haikuan Feng, Zhenhai Li, Peng He, Xiuliang Jin, Guijun Yang, Haiyang Yu, Fuqin Yang:
Simulation of Winter Wheat Phenology in Beijing Area with DSSAT-CERES Model. CCTA (2) 2015: 259-268 - 2014
- [j2]Xinchuan Li, Youjing Zhang, Yansong Bao, Juhua Luo, Xiuliang Jin, Xingang Xu, Xiaoyu Song, Guijun Yang:
Exploring the Best Hyperspectral Features for LAI Estimation Using Partial Least Squares Regression. Remote. Sens. 6(7): 6221-6241 (2014) - [j1]Xiuliang Jin, Zhenhai Li, Haikuan Feng, Xingang Xu, Guijun Yang:
Newly Combined Spectral Indices to Improve Estimation of Total Leaf Chlorophyll Content in Cotton. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(11): 4589-4600 (2014)
Coauthor Index
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