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2020 – today
- 2024
- [j147]Yang Liu, Haikuan Feng
, Yiguang Fan, Jibo Yue, Riqiang Chen, Yanpeng Ma, Mingbo Bian, Guijun Yang:
Improving potato above ground biomass estimation combining hyperspectral data and harmonic decomposition techniques. Comput. Electron. Agric. 218: 108699 (2024) - [j146]Hanyu Xue
, Xingang Xu
, Qingzhen Zhu, Yang Meng, Huiling Long, Heli Li, Xiaoyu Song, Guijun Yang, Min Yang, Yafeng Li, Xiangtai Jiang:
Rice yield and quality estimation coupling hierarchical linear model with remote sensing. Comput. Electron. Agric. 218: 108731 (2024) - [j145]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) - [j144]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) - [j143]Yang Liu, Yiguang Fan, Haikuan Feng
, Riqiang Chen, Mingbo Bian, Yanpeng Ma, Jibo Yue, Guijun Yang:
Estimating potato above-ground biomass based on vegetation indices and texture features constructed from sensitive bands of UAV hyperspectral imagery. Comput. Electron. Agric. 220: 108918 (2024) - [j142]Chengjian Zhang, Zhibo Chen, Guijun Yang, Bo Xu, Haikuan Feng, Riqiang Chen, Ning Qi, Wenjie Zhang, Dan Zhao, Jinpeng Cheng, Hao Yang
:
Removal of canopy shadows improved retrieval accuracy of individual apple tree crowns LAI and chlorophyll content using UAV multispectral imagery and PROSAIL model. Comput. Electron. Agric. 221: 108959 (2024) - [j141]Jibo Yue
, Guijun Yang, Changchun Li, Yang Liu, Jian Wang, Wei Guo, Xinming Ma, Qinglin Niu, Hongbo Qiao, Haikuan Feng:
Analyzing winter-wheat biochemical traits using hyperspectral remote sensing and deep learning. Comput. Electron. Agric. 222: 109026 (2024) - [j140]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) - [j139]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) - [j138]Dan Zhao, Tongyu Xu
, Michael Henke
, Hao Yang, Chengjian Zhang, Jinpeng Cheng, Guijun Yang:
A method to rapidly construct 3D canopy scenes for maize and their spectral response evaluation. Comput. Electron. Agric. 224: 109138 (2024) - [j137]Ziheng Feng
, Zhida Cheng, Lipeng Ren, Bowei Liu, Chengjian Zhang, Dan Zhao, Heguang Sun, Haikuan Feng, Huiling Long, Bo Xu, Hao Yang, Xiaoyu Song, Xinming Ma, Guijun Yang
, Chunjiang Zhao:
Real-time monitoring of maize phenology with the VI-RGS composite index using time-series UAV remote sensing images and meteorological data. Comput. Electron. Agric. 224: 109212 (2024) - [j136]Jibo Yue, Ting Li, Yang Liu, Jia Tian, Qingjiu Tian, Suju Li, Haikuan Feng, Wei Guo, Hao Yang, Guijun Yang, Hongbo Qiao:
A novel vegetation-water resistant soil moisture index for remotely assessing soil surface moisture content under the low-moderate wheat cover. Comput. Electron. Agric. 224: 109223 (2024) - [j135]Riqiang Chen, Hao Yang, Wenping Liu, Miao Liu, Ning Qi, Haikuan Feng, Chengjian Zhang, Haifeng Xu, Guijun Yang
:
An orchard mapping index and mapping algorithm coupling orchard phenology and green-holding characteristics from time-series sentinel-2 images. Comput. Electron. Agric. 226: 109437 (2024) - [j134]Gengze Wang, Di Meng, Riqiang Chen, Guijun Yang, Laigang Wang, Hailiang Jin, Xiaosan Ge, Haikuan Feng
:
Automatic Rice Early-Season Mapping Based on Simple Non-Iterative Clustering and Multi-Source Remote Sensing Images. Remote. Sens. 16(2): 277 (2024) - [j133]Meiling Zhou, Zhenhong Li
, Meiling Gao, Wu Zhu
, Shuangcheng Zhang
, Jingjing Ma, Liangyu Ta, Guijun Yang
:
Revealing the Eco-Environmental Quality of the Yellow River Basin: Trends and Drivers. Remote. Sens. 16(11): 2018 (2024) - [j132]Yafeng Li, Xingang Xu
, Wenbiao Wu, Yaohui Zhu, Guijun Yang, Xiaodong Yang, Yang Meng, Xiangtai Jiang, Hanyu Xue
:
Hyperspectral Estimation of Chlorophyll Content in Grape Leaves Based on Fractional-Order Differentiation and Random Forest Algorithm. Remote. Sens. 16(12): 2174 (2024) - [j131]Youyi Jiang, Zhida Cheng, Guijun Yang, Dan Zhao, Chengjian Zhang, Bo Xu, Haikuan Feng
, Ziheng Feng, Lipeng Ren, Yuan Zhang, Hao Yang
:
Fine-Scale Quantification of the Effect of Maize Tassel on Canopy Reflectance with 3D Radiative Transfer Modeling. Remote. Sens. 16(15): 2721 (2024) - [j130]Dan Zhao, Hao Yang
, Guijun Yang, Fenghua Yu, Chengjian Zhang, Riqiang Chen, Aohua Tang, Wenjie Zhang
, Chen Yang, Tongyu Xu:
Estimation of Maize Biomass at Multi-Growing Stage Using Stem and Leaf Separation Strategies with 3D Radiative Transfer Model and CNN Transfer Learning. Remote. Sens. 16(16): 3000 (2024) - [j129]Yuan Zhang, Youyi Jiang, Bo Xu, Guijun Yang, Haikuan Feng
, Xiaodong Yang, Hao Yang
, Changbin Liu, Zhida Cheng, Ziheng Feng:
Study on the Estimation of Leaf Area Index in Rice Based on UAV RGB and Multispectral Data. Remote. Sens. 16(16): 3049 (2024) - [j128]Lipeng Ren, Changchun Li, Guijun Yang, Dan Zhao, Chengjian Zhang, Bo Xu, Haikuan Feng
, Zhida Chen, Zhongyun Lin, Hao Yang
:
The Detection of Maize Seedling Quality from UAV Images Based on Deep Learning and Voronoi Diagram Algorithms. Remote. Sens. 16(19): 3548 (2024) - [j127]Lei Lei
, Zhenhong Li
, Hao Yang
, Trevor Hoey
, Jintao Wu
, Bo Xu, Xiaodong Yang, Haikuan Feng, Guijun Yang:
A Two-Stage Leaf-Stem Separation Model for Maize With High Planting Density With Terrestrial, Backpack, and UAV-Based Laser Scanning. IEEE Trans. Geosci. Remote. Sens. 62: 1-19 (2024) - [c43]Xingang Xu, Hao Yang, Wenbiao Wu, Guijun Yang, Xiaoyu Song, Xiaodong Yang, Yang Meng, Haikuan Feng:
Estimation of leaf C/N in crops based on hyperspectral measurements and machine learning methods. Agro-Geoinformatics 2024: 1-5 - [c42]Dan Zhao, Hao Yang, Guijun Yang, Xingang Xu, Bo Xu:
Maize Leaf Biomass Retrieval at Multi-growing Stage Using UAV Multispectral Images Based on 3D Radiative Transfer Process-guided Machine Learning. Agro-Geoinformatics 2024: 1-5 - 2023
- [j126]Jinpeng Cheng
, Shaoyu Han, Jochem Verrelst, Chunjiang Zhao, Na Zhang, Yu Zhao, Lei Lei, Han Wang, Guijun Yang, Hao Yang:
Deciphering maize vertical leaf area profiles by fusing spectral imagery data and a bell-shaped function. Int. J. Appl. Earth Obs. Geoinformation 120: 103355 (2023) - [j125]Jinpeng Cheng
, Hao Yang, Jianbo Qi, Shaoyu Han, Zhendong Sun, Haikuan Feng
, Riqiang Chen, Chengjian Zhang, Jingbo Li, Guijun Yang
:
Evaluation of the effect of leaf spatial aggregation on chlorophyll content retrieval in open-canopy apple orchards. Int. J. Appl. Earth Obs. Geoinformation 121: 103367 (2023) - [j124]Ning Qi, Yanzheng Yang, Guijun Yang, Weizhong Li, Chunjiang Zhao, Jun Zhao, Boheng Wang, Shaofeng Su, Pengxiang Zhao:
Pre-seasonal temperature trend break dominating the trend break in autumn grassland phenology in China. Int. J. Appl. Earth Obs. Geoinformation 125: 103590 (2023) - [j123]Jibo Yue, Hao Yang, Guijun Yang, Yuanyuan Fu, Han Wang, Chengquan Zhou:
Estimating vertically growing crop above-ground biomass based on UAV remote sensing. Comput. Electron. Agric. 205: 107627 (2023) - [j122]Heli Li, Guijun Yang, Huiling Long, Haikuan Feng
, Bo Xu, Chunjiang Zhao:
Estimating characteristic coefficient of vertical leaf nitrogen profile within wheat canopy from spectral reflectance. Comput. Electron. Agric. 206: 107652 (2023) - [j121]Jibo Yue
, Hao Yang, Haikuan Feng
, Shaoyu Han, Chengquan Zhou, Yuanyuan Fu, Wei Guo, Xinming Ma, Hongbo Qiao, Guijun Yang:
Hyperspectral-to-image transform and CNN transfer learning enhancing soybean LCC estimation. Comput. Electron. Agric. 211: 108011 (2023) - [j120]Changhong Xu, Maofang Gao, Jingwen Yan, Yunxiang Jin, Guijun Yang, Wenbin Wu:
MP-Net: An efficient and precise multi-layer pyramid crop classification network for remote sensing images. Comput. Electron. Agric. 212: 108065 (2023) - [j119]Ning Qi, Hao Yang, Guowen Shao, Riqiang Chen, Baoguo Wu, Bo Xu, Haikuan Feng
, Guijun Yang
, Chunjiang Zhao:
Mapping tea plantations using multitemporal spectral features by harmonised Sentinel-2 and Landsat images in Yingde, China. Comput. Electron. Agric. 212: 108108 (2023) - [j118]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) - [j117]Bo Xu, Xiangyuan Wan, Hao Yang, Haikuan Feng
, Yuanyuan Fu, Haiyan Cen, Binbin Wang, Zhoufeng Zhang, Siyuan Li, Chunjiang Zhao, Guijun Yang:
TIPS: A three-dimensional phenotypic measurement system for individual maize tassel based on TreeQSM. Comput. Electron. Agric. 212: 108150 (2023) - [j116]Fukang Feng, Maofang Gao
, Ronghua Liu, Shuihong Yao, Guijun Yang:
A deep learning framework for crop mapping with reconstructed Sentinel-2 time series images. Comput. Electron. Agric. 213: 108227 (2023) - [j115]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) - [j114]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) - [j113]Jingbo Li, Guijun Yang, Hao Yang, Weimeng Xu, Haikuan Feng
, Bo Xu, Riqiang Chen, Chengjian Zhang, Han Wang:
Orchard classification based on super-pixels and deep learning with sparse optical images. Comput. Electron. Agric. 215: 108379 (2023) - [j112]Jibo Yue, Qingjiu Tian, Yang Liu, Yuanyuan Fu, Jia Tian, Chengquan Zhou, Haikuan Feng
, Guijun Yang:
Mapping cropland rice residue cover using a radiative transfer model and deep learning. Comput. Electron. Agric. 215: 108421 (2023) - [j111]Heguang Sun, Xiaoyu Song, Wei Guo, Mei Guo, Yanzhi Mao, Guijun Yang, Haikuan Feng
, Jie Zhang, Ziheng Feng
, Jiao Wang, Yuanyuan Ma, Chunkai Zheng, Pingping Li, Di Pan:
Potato late blight severity monitoring based on the relief-mRmR algorithm with dual-drone cooperation. Comput. Electron. Agric. 215: 108438 (2023) - [j110]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) - [j109]Sizhe Xu
, Xingang Xu
, Clive Blacker, Rachel Gaulton
, Qingzhen Zhu
, Meng Yang, Guijun Yang, Jianmin Zhang, Yongan Yang, Min Yang, Hanyu Xue
, Xiaodong Yang, Liping Chen:
Estimation of Leaf Nitrogen Content in Rice Using Vegetation Indices and Feature Variable Optimization with Information Fusion of Multiple-Sensor Images from UAV. Remote. Sens. 15(3): 854 (2023) - [j108]Han Wang, Wangfei Zhang, Guijun Yang, Lei Lei, Shaoyu Han, Weimeng Xu, Riqiang Chen, Chengjian Zhang, Hao Yang
:
Maize Ear Height and Ear-Plant Height Ratio Estimation with LiDAR Data and Vertical Leaf Area Profile. Remote. Sens. 15(4): 964 (2023) - [j107]Hanyu Xue
, Xingang Xu
, Qingzhen Zhu
, Guijun Yang, Huiling Long, Heli Li, Xiaodong Yang, Jianmin Zhang, Yongan Yang, Sizhe Xu, Min Yang, Yafeng Li:
Object-Oriented Crop Classification Using Time Series Sentinel Images from Google Earth Engine. Remote. Sens. 15(5): 1353 (2023) - [j106]Binbin Wang
, Guijun Yang, Hao Yang
, Jinan Gu, Sizhe Xu
, Dan Zhao, Bo Xu:
Multiscale Maize Tassel Identification Based on Improved RetinaNet Model and UAV Images. Remote. Sens. 15(10): 2530 (2023) - [j105]Riqiang Chen, Hao Yang
, Guijun Yang, Yang Liu, Chengjian Zhang, Huiling Long, Haifeng Xu, Yang Meng, Haikuan Feng
:
Land-Use Mapping with Multi-Temporal Sentinel Images Based on Google Earth Engine in Southern Xinjiang Uygur Autonomous Region, China. Remote. Sens. 15(16): 3958 (2023) - [j104]Pengting Ren, Heli Li, Shaoyu Han, Riqiang Chen, Guijun Yang, Hao Yang
, Haikuan Feng
, Chunjiang Zhao:
Estimation of Soybean Yield by Combining Maturity Group Information and Unmanned Aerial Vehicle Multi-Sensor Data Using Machine Learning. Remote. Sens. 15(17): 4286 (2023) - [j103]Di Pan, Changchun Li, Guijun Yang, Pengting Ren, Yuanyuan Ma, Weinan Chen, Haikuan Feng
, Riqiang Chen, Xin Chen, Heli Li:
Identification of the Initial Anthesis of Soybean Varieties Based on UAV Multispectral Time-Series Images. Remote. Sens. 15(22): 5413 (2023) - [j102]Meiling Gao
, Huihui Xu
, Zhenyu Tan
, Zhenhong Li
, Guijun Yang
:
A 40-Year 1-km Daily Seamless Near-Surface Air Temperature Product Over Yellow River Basin of China. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 7433-7446 (2023) - [j101]Lei Lei, Zhenhong Li
, Guijun Yang
, Hao Yang
:
High-Throughput Extraction of the Distributions of Leaf Base and Inclination Angles of Maize in the Field. IEEE Trans. Geosci. Remote. Sens. 61: 1-28 (2023) - 2022
- [j100]Zhendong Sun, Qilei Zhu
, Shangqi Deng, Xu Li, Xueqian Hu, Riqiang Chen, Guowen Shao, Hao Yang
, Guijun Yang
:
Estimation of crop residue cover in rice paddies by a dynamic-quadripartite pixel model based on Sentinel-2A data. Int. J. Appl. Earth Obs. Geoinformation 106: 102645 (2022) - [j99]Jingbo Li, Changchun Li, Weimeng Xu, Haikuan Feng
, Fa Zhao, Huiling Long, Yang Meng, Weinan Chen, Hao Yang, Guijun Yang:
Fusion of optical and SAR images based on deep learning to reconstruct vegetation NDVI time series in cloud-prone regions. Int. J. Appl. Earth Obs. Geoinformation 112: 102818 (2022) - [j98]Chengquan Zhou, Hongbao Ye, Dawei Sun
, Jibo Yue, Guijun Yang, Jun Hu:
An automated, high-performance approach for detecting and characterizing broccoli based on UAV remote-sensing and transformers: A case study from Haining, China. Int. J. Appl. Earth Obs. Geoinformation 114: 103055 (2022) - [j97]Linchao Li, Bin Wang
, Puyu Feng, De Li Liu
, Qinsi He
, Yajie Zhang, Yakai Wang, Siyi Li, Xiaoliang Lu, Chao Yue, Yi Li, Jianqiang He, Hao Feng, Guijun Yang
, Qiang Yu
:
Developing machine learning models with multi-source environmental data to predict wheat yield in China. Comput. Electron. Agric. 194: 106790 (2022) - [j96]Liang Han, Guijun Yang
, Xiaodong Yang, Xiaoyu Song, Bo Xu, Zhenhai Li, Jintao Wu, Hao Yang
, Jianwei Wu:
An explainable XGBoost model improved by SMOTE-ENN technique for maize lodging detection based on multi-source unmanned aerial vehicle images. Comput. Electron. Agric. 194: 106804 (2022) - [j95]Fan Wang, Chunjiang Zhao, Hao Yang, Hongzhe Jiang, Long Li, Guijun Yang
:
Non-destructive and in-site estimation of apple quality and maturity by hyperspectral imaging. Comput. Electron. Agric. 195: 106843 (2022) - [j94]Yaohui Zhu, Guijun Yang
, Hao Yang
, Liang Guo, Bo Xu, Zhenhai Li, Shaoyu Han, Xicun Zhu, Zhenhong Li, Glyn Jones:
Forecasting regional apple first flowering using the sequential model and gridded meteorological data with spatially optimized calibration. Comput. Electron. Agric. 196: 106869 (2022) - [j93]Qiong Cao, Guijun Yang, Dandan Duan, Longyue Chen, Fan Wang, Bo Xu, Chunjiang Zhao, Xiao-Fan Niu:
Combining multispectral and hyperspectral data to estimate nitrogen status of tea plants (Camellia sinensis (L.) O. Kuntze) under field conditions. Comput. Electron. Agric. 198: 107084 (2022) - [j92]Yang Liu
, Haikuan Feng
, Jibo Yue, Zhenhai Li, Guijun Yang, Xiaoyu Song, Xiaodong Yang, Yu Zhao:
Remote-sensing estimation of potato above-ground biomass based on spectral and spatial features extracted from high-definition digital camera images. Comput. Electron. Agric. 198: 107089 (2022) - [j91]Riqiang Chen
, Chengjian Zhang, Bo Xu, Yaohui Zhu, Fa Zhao, Shaoyu Han, Guijun Yang, Hao Yang:
Predicting individual apple tree yield using UAV multi-source remote sensing data and ensemble learning. Comput. Electron. Agric. 201: 107275 (2022) - [j90]Qiong Cao, Guijun Yang, Fan Wang, Longyue Chen, Bo Xu, Chunjiang Zhao, Dandan Duan, Ping Jiang, Ze Xu, Haibin Yang:
Discrimination of tea plant variety using in-situ multispectral imaging system and multi-feature analysis. Comput. Electron. Agric. 202: 107360 (2022) - [j89]Miao Liu, Yaohui Zhu, Hao Yang, Ruiliang Pu, Chunxia Qiu, Fa Zhao, Shaoyu Han, Weimeng Xu, Yang Meng, Huiling Long, Guijun Yang:
Prediction of apple first flowering date using daily land surface temperature spatio-temporal reconstruction and machine learning. Comput. Electron. Agric. 202: 107366 (2022) - [j88]Jinpeng Cheng
, Hao Yang, Jianbo Qi, Zhendong Sun, Shaoyu Han, Haikuan Feng
, Jingyi Jiang, Weimeng Xu, Zhenhong Li, Guijun Yang, Chunjiang Zhao:
Estimating canopy-scale chlorophyll content in apple orchards using a 3D radiative transfer model and UAV multispectral imagery. Comput. Electron. Agric. 202: 107401 (2022) - [j87]Jidai Chen
, Xinjie Liu
, Guijun Yang, Shaoyu Han, Yan Ma, Liangyun Liu
:
Different Responses of Solar-Induced Chlorophyll Fluorescence at the Red and Far-Red Bands and Gross Primary Productivity to Air Temperature for Winter Wheat. Remote. Sens. 14(13): 3076 (2022) - [j86]Shaoyu Han, Yu Zhao, Jinpeng Cheng, Fa Zhao, Hao Yang
, Haikuan Feng
, Zhenhai Li, Xinming Ma, Chunjiang Zhao, Guijun Yang:
Monitoring Key Wheat Growth Variables by Integrating Phenology and UAV Multispectral Imagery Data into Random Forest Model. Remote. Sens. 14(15): 3723 (2022) - [j85]Haikuan Feng
, Huilin Tao, Zhenhai Li, Guijun Yang, Chunjiang Zhao:
Comparison of UAV RGB Imagery and Hyperspectral Remote-Sensing Data for Monitoring Winter Wheat Growth. Remote. Sens. 14(15): 3811 (2022) - [j84]Jie Zhang, Xiaoyu Song
, Xia Jing, Guijun Yang, Chenghai Yang
, Haikuan Feng
, Jiaojiao Wang, Shikang Ming:
Remote Sensing Monitoring of Rice Grain Protein Content Based on a Multidimensional Euclidean Distance Method. Remote. Sens. 14(16): 3989 (2022) - [j83]Haikuan Feng
, Huilin Tao, Yiguang Fan, Yang Liu
, Zhenhai Li, Guijun Yang, Chunjiang Zhao:
Comparison of Winter Wheat Yield Estimation Based on Near-Surface Hyperspectral and UAV Hyperspectral Remote Sensing Data. Remote. Sens. 14(17): 4158 (2022) - [j82]Jing Zhang, Guijun Yang, Liping Yang, Zhenhong Li, Meiling Gao, Chen Yu, Enjun Gong, Huiling Long, Haitang Hu:
Dynamic Monitoring of Environmental Quality in the Loess Plateau from 2000 to 2020 Using the Google Earth Engine Platform and the Remote Sensing Ecological Index. Remote. Sens. 14(20): 5094 (2022) - [j81]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) - [j80]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) - [j79]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) - [j78]Yu Zhao, Shaoyu Han, Yang Meng, Haikuan Feng
, Zhenhai Li
, Jingli Chen, Xiaoyu Song
, Yan Zhu
, Guijun Yang:
Transfer-Learning-Based Approach for Yield Prediction of Winter Wheat from Planet Data and SAFY Model. Remote. Sens. 14(21): 5474 (2022) - [j77]Jie Zheng, Xiaoyu Song
, Guijun Yang, Xiaochu Du, Xin Mei, Xiaodong Yang
:
Remote Sensing Monitoring of Rice and Wheat Canopy Nitrogen: A Review. Remote. Sens. 14(22): 5712 (2022) - [j76]Xiaoyu Song
, Guijun Yang
, Xingang Xu
, Dongyan Zhang
, Chenghai Yang
, Haikuan Feng
:
Winter Wheat Nitrogen Estimation Based on Ground-Level and UAV-Mounted Sensors. Sensors 22(2): 549 (2022) - [j75]Jun Hu
, Yanfeng Zhang, Dandan Zhao, Guijun Yang
, Feiyun Chen, Chengquan Zhou
, Wenxuan Chen:
A Robust Deep Learning Approach for the Quantitative Characterization and Clustering of Peach Tree Crowns Based on UAV Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j74]Lei Lei
, Zhenhong Li, Jintao Wu
, Chengjian Zhang
, Yaohui Zhu
, Riqiang Chen
, Zhen Dong
, Hao Yang
, Guijun Yang
:
Extraction of Maize Leaf Base and Inclination Angles Using Terrestrial Laser Scanning (TLS) Data. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - [j73]Daoyong Wang
, Dongyan Zhang, Guijun Yang
, Bo Xu, Yaowu Luo, Xiaodong Yang
:
SSRNet: In-Field Counting Wheat Ears Using Multi-Stage Convolutional Neural Network. IEEE Trans. Geosci. Remote. Sens. 60: 1-11 (2022) - 2021
- [j72]Chengquan Zhou, Guijun Yang
, Dong Liang, Jun Hu, Hao Yang
, Jibo Yue, Ruirui Yan, Liang Han, Linsheng Huang, Lijun Xu:
Recognizing black point in wheat kernels and determining its extent using multidimensional feature extraction and a naive Bayes classifier. Comput. Electron. Agric. 180: 105919 (2021) - [j71]Yuanfeng Luo, Chuantao Yao, Yue Mo, Baoji Xie, Guijun Yang, Huiyang Gui:
A creative approach to understanding the hidden information within the business data using Deep Learning. Inf. Process. Manag. 58(5): 102615 (2021) - [j70]Yuanyuan Fu, Guijun Yang
, Xiaoyu Song, Zhenhong Li
, Xingang Xu
, Haikuan Feng
, Chunjiang Zhao:
Improved Estimation of Winter Wheat Aboveground Biomass Using Multiscale Textures Extracted from UAV-Based Digital Images and Hyperspectral Feature Analysis. Remote. Sens. 13(4): 581 (2021) - [j69]Yaohui Zhu
, Guijun Yang
, Hao Yang
, Fa Zhao, Shaoyu Han, Riqiang Chen, Chengjian Zhang, Xiaodong Yang, Miao Liu, Jinpeng Cheng, Chunjiang Zhao:
Estimation of Apple Flowering Frost Loss for Fruit Yield Based on Gridded Meteorological and Remote Sensing Data in Luochuan, Shaanxi Province, China. Remote. Sens. 13(9): 1630 (2021) - [j68]Fa Zhao, Guijun Yang
, Xiaodong Yang, Haiyan Cen, Yaohui Zhu
, Shaoyu Han, Hao Yang
, Yong He
, Chunjiang Zhao:
Determination of Key Phenological Phases of Winter Wheat Based on the Time-Weighted Dynamic Time Warping Algorithm and MODIS Time-Series Data. Remote. Sens. 13(9): 1836 (2021) - [j67]Stefano Pignatti
, Raffaele Casa
, Giovanni Laneve
, Zhenhai Li
, Linyi Liu, Pablo Marzialetti, Nada Mzid
, Simone Pascucci
, Paolo Cosmo Silvestro
, Massimo Tolomio
, Deepak Upreti
, Hao Yang
, Guijun Yang
, Wenjiang Huang:
Sino-EU Earth Observation Data to Support the Monitoring and Management of Agricultural Resources. Remote. Sens. 13(15): 2889 (2021) - [j66]Xueyuan Bai, Zhenhai Li
, Wei Li, Yu Zhao, Meixuan Li, Hongyan Chen, Shaochong Wei
, Yuanmao Jiang, Guijun Yang
, Xicun Zhu:
Comparison of Machine-Learning and CASA Models for Predicting Apple Fruit Yields from Time-Series Planet Imageries. Remote. Sens. 13(16): 3073 (2021) - [j65]Fa Zhao, Guijun Yang
, Hao Yang
, Yaohui Zhu
, Yang Meng, Shaoyu Han, Xinlei Bu:
Short and Medium-Term Prediction of Winter Wheat NDVI Based on the DTW-LSTM Combination Method and MODIS Time Series Data. Remote. Sens. 13(22): 4660 (2021) - 2020
- [j64]Wenjing Li, Beth Clark
, James A. Taylor
, Helen Kendall, Glyn Jones, Zhenhong Li, Shan Jin
, Chunjiang Zhao, Guijun Yang
, Chuanmin Shuai, Xin Cheng
, Jing Chen, Hao Yang
, Lynn J. Frewer
:
A hybrid modelling approach to understanding adoption of precision agriculture technologies in Chinese cropping systems. Comput. Electron. Agric. 172: 105305 (2020) - [j63]Yuanyuan Fu, Guijun Yang
, Zhenhai Li
, Heli Li, Zhenhong Li, Xingang Xu, Xiaoyu Song, Yunhe Zhang, Dandan Duan, Chunjiang Zhao, Liping Chen:
Progress of hyperspectral data processing and modelling for cereal crop nitrogen monitoring. Comput. Electron. Agric. 172: 105321 (2020) - [j62]Jintao Wu, Guijun Yang
, Hao Yang
, Yaohui Zhu, Zhenhai Li
, Lei Lei, Chunjiang Zhao:
Extracting apple tree crown information from remote imagery using deep learning. Comput. Electron. Agric. 174: 105504 (2020) - [j61]Jintao Wu
, Xing Guo, Guijun Yang
, Shuhui Wu, Jianguo Wu:
Substructure similarity search for engineering service-based systems. J. Syst. Softw. 165: 110569 (2020) - [j60]Yaohui Zhu
, Guijun Yang
, Hao Yang
, Jintao Wu
, Lei Lei, Fa Zhao, Lingling Fan, Chunjiang Zhao:
Identification of Apple Orchard Planting Year Based on Spatiotemporally Fused Satellite Images and Clustering Analysis of Foliage Phenophase. Remote. Sens. 12(7): 1199 (2020) - [j59]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) - [j58]Ning Zhang, Guijun Yang
, Yuchun Pan, Xiaodong Yang, Liping Chen, Chunjiang Zhao:
A Review of Advanced Technologies and Development for Hyperspectral-Based Plant Disease Detection in the Past Three Decades. Remote. Sens. 12(19): 3188 (2020) - [j57]Chengjian Zhang, Guijun Yang
, Youyi Jiang, Bo Xu, Xiao Li, Yaohui Zhu
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:
Apple Tree Branch Information Extraction from Terrestrial Laser Scanning and Backpack-LiDAR. Remote. Sens. 12(21): 3592 (2020) - [j56]Yuanyuan Fu, Guijun Yang
, Zhenhai Li
, Xiaoyu Song, Zhenhong Li
, Xingang Xu
, Pei Wang, Chunjiang Zhao:
Winter Wheat Nitrogen Status Estimation Using UAV-Based RGB Imagery and Gaussian Processes Regression. Remote. Sens. 12(22): 3778 (2020) - [j55]Huilin Tao, Haikuan Feng
, Liangji Xu, Mengke Miao, Guijun Yang
, Xiaodong Yang, Lingling Fan:
Estimation of the Yield and Plant Height of Winter Wheat Using UAV-Based Hyperspectral Images. Sensors 20(4): 1231 (2020) - [j54]Huilin Tao, Haikuan Feng
, Liangji Xu, Mengke Miao, Huiling Long, Jibo Yue
, Zhenhai Li
, Guijun Yang
, Xiaodong Yang, Lingling Fan:
Estimation of Crop Growth Parameters Using UAV-Based Hyperspectral Remote Sensing Data. Sensors 20(5): 1296 (2020) - [j53]Linsheng Huang, Taikun Li
, Chuanlong Ding, Jinling Zhao
, Dongyan Zhang
, Guijun Yang
:
Diagnosis of the Severity of Fusarium Head Blight of Wheat Ears on the Basis of Image and Spectral Feature Fusion. Sensors 20(10): 2887 (2020) - [j52]Linsheng Huang, Yuanyuan Zhang, Guijun Yang
, Dong Liang, Heli Li, Zhenhai Li
, Xiaodong Yang:
Simulation and Verification of Vertical Heterogeneity Spectral Response of Winter Wheat Based on the mSCOPE Model. Sensors 20(16): 4570 (2020)