Works by Haikuan Feng

Results: 83

Estimation of Leaf Chlorophyll Content of Maize from Hyperspectral Data Using E2D-COS Feature Selection, Deep Neural Network, and Transfer Learning.

Published in:

Agriculture; Basel, 2025, v. 15, n. 10, p. 1072, doi. 10.3390/agriculture15101072

By:

Chen, Riqiang;
Ren, Lipeng;
Yang, Guijun;
Cheng, Zhida;
Zhao, Dan;
Zhang, Chengjian;
Feng, Haikuan;
Hu, Haitang;
Yang, Hao

Publication type:

Article

Sensitivity Analysis of AquaCrop Model Parameters for Winter Wheat under Different Meteorological Conditions Based on the EFAST Method.

Published in:

Polish Journal of Environmental Studies, 2025, v. 34, n. 1, p. 329, doi. 10.15244/pjoes/186111

By:

Huimin Xing;
Qi Sun;
Zhiguo Li;
Zhen Wang;
Haikuan Feng

Publication type:

Article

Remote sensing of regional-scale maize lodging using multitemporal GF-1 images.

Published in:

Journal of Applied Remote Sensing, 2020, v. 14, n. 1, p. 14514, doi. 10.1117/1.JRS.14.014514

By:

Zhou, Longfei;
Cheng, Shu;
Sun, Qian;
Gu, Xiaohe;
Yang, Guijun;
Shu, Meiyan;
Feng, Haikuan

Publication type:

Article

Leaf nitrogen spectral reflectance model of winter wheat (Triticum aestivum) based on PROSPECT: simulation and inversion.

Published in:

Journal of Applied Remote Sensing, 2015, v. 9, p. 095976-1, doi. 10.1117/1.JRS.9.095976

By:

Guijun Yang;
Chunjiang Zhao;
Ruiliang Pu;
Haikuan Feng;
Zhenhai Li;
Heli Li;
Chenhong Sun

Publication type:

Article

Analysing and Correcting the Differences between Multi-Source and Multi-Scale Spatial Remote Sensing Observations.

Published in:

PLoS ONE, 2014, v. 9, n. 11, p. 1, doi. 10.1371/journal.pone.0111642

By:

Dong, Yingying;
Luo, Ruisen;
Feng, Haikuan;
Wang, Jihua;
Zhao, Jinling;
Zhu, Yining;
Yang, Guijun

Publication type:

Article

Estimating fractional coverage of crop, crop residue, and bare soil using shortwave infrared angle index and Sentinel-2 MSI.

Published in:

International Journal of Remote Sensing, 2022, v. 43, n. 4, p. 1253, doi. 10.1080/01431161.2022.2032454

By:

Yue, Jibo;
Fu, Yuanyuan;
Guo, Wei;
Feng, Haikuan;
Qiao, Hongbo

Publication type:

Article

Estimation of winter-wheat above-ground biomass using the wavelet analysis of unmanned aerial vehicle-based digital images and hyperspectral crop canopy images.

Published in:

International Journal of Remote Sensing, 2021, v. 42, n. 5, p. 1602, doi. 10.1080/01431161.2020.1826057

By:

Yue, Jibo;
Zhou, Chengquan;
Guo, Wei;
Feng, Haikuan;
Xu, Kaijian

Publication type:

Article

Mapping winter-wheat biomass and grain yield based on a crop model and UAV remote sensing.

Published in:

International Journal of Remote Sensing, 2021, v. 42, n. 5, p. 1577, doi. 10.1080/01431161.2020.1823033

By:

Yue, Jibo;
Feng, Haikuan;
Li, Zhenhai;
Zhou, Chengquan;
Xu, Kaijian

Publication type:

Article

Estimation of potato chlorophyll content using composite hyperspectral index parameters collected by an unmanned aerial vehicle.

Published in:

International Journal of Remote Sensing, 2020, v. 41, n. 21, p. 8176, doi. 10.1080/01431161.2020.1757779

By:

Li, Changchun;
Chen, Peng;
Ma, Chunyan;
Feng, Haikuan;
Wei, Fengyuan;
Wang, Yilin;
Shi, Jinjin;
Cui, Yingqi

Publication type:

Article

Estimating winter wheat ( Triticum aestivum ) LAI and leaf chlorophyll content from canopy reflectance data by integrating agronomic prior knowledge with the PROSAIL model.

Published in:

International Journal of Remote Sensing, 2015, v. 36, n. 10, p. 2634, doi. 10.1080/01431161.2015.1041176

By:

Li, Zhenhai;
Jin, Xiuliang;
Wang, Jihua;
Yang, Guijun;
Nie, Chenwei;
Xu, Xingang;
Feng, Haikuan

Publication type:

Article

Fuzzy Clustering of Maize Plant-Height Patterns Using Time Series of UAV Remote-Sensing Images and Variety Traits.

Published in:

Frontiers in Plant Science, 2019, p. 1, doi. 10.3389/fpls.2019.00926

By:

Han, Liang;
Yang, Guijun;
Dai, Huayang;
Yang, Hao;
Xu, Bo;
Feng, Haikuan;
Li, Zhenhai;
Yang, Xiaodong

Publication type:

Article

Unmanned Aerial Vehicle Remote Sensing for Field-Based Crop Phenotyping: Current Status and Perspectives.

Published in:

Frontiers in Plant Science, 2017, p. 1, doi. 10.3389/fpls.2017.01111

By:

Guijun Yang;
Jiangang Liu;
Chunjiang Zhao;
Zhenhong Li;
Yanbo Huang;
Haiyang Yu;
Bo Xu;
Xiaodong Yang;
Dongmei Zhu;
Xiaoyan Zhang;
Ruyang Zhang;
Haikuan Feng;
Xiaoqing Zhao;
Zhenhai Li;
Heli Li;
Hao Yang

Publication type:

Article

Estimation of maize above-ground biomass based on stem-leaf separation strategy integrated with LiDAR and optical remote sensing data.

Published in:

PeerJ, 2019, p. 1, doi. 10.7717/peerj.7593

By:

Yaohui Zhu;
Chunjiang Zhao;
Hao Yang;
Guijun Yang;
Liang Han;
Zhenhai Li;
Haikuan Feng;
Bo Xu;
Jintao Wu;
Lei Lei

Publication type:

Article

Winter Wheat Nitrogen Estimation Based on Ground-Level and UAV-Mounted Sensors.

Published in:

Sensors (14248220), 2022, v. 22, n. 2, p. 549, doi. 10.3390/s22020549

By:

Song, Xiaoyu;
Yang, Guijun;
Xu, Xingang;
Zhang, Dongyan;
Yang, Chenghai;
Feng, Haikuan

Publication type:

Article

Estimation of Crop Growth Parameters Using UAV-Based Hyperspectral Remote Sensing Data.

Published in:

Sensors (14248220), 2020, v. 20, n. 5, p. 1296, doi. 10.3390/s20051296

By:

Tao, Huilin;
Feng, Haikuan;
Xu, Liangji;
Miao, Mengke;
Long, Huiling;
Yue, Jibo;
Li, Zhenhai;
Yang, Guijun;
Yang, Xiaodong;
Fan, Lingling

Publication type:

Article

Estimation of the Yield and Plant Height of Winter Wheat Using UAV-Based Hyperspectral Images.

Published in:

Sensors (14248220), 2020, v. 20, n. 4, p. 1231, doi. 10.3390/s20041231

By:

Tao, Huilin;
Feng, Haikuan;
Xu, Liangji;
Miao, Mengke;
Yang, Guijun;
Yang, Xiaodong;
Fan, Lingling

Publication type:

Article

Hyperspectral-Based Estimation of Leaf Nitrogen Content in Corn Using Optimal Selection of Multiple Spectral Variables.

Published in:

Sensors (14248220), 2019, v. 19, n. 13, p. 2898, doi. 10.3390/s19132898

By:

Fan, Lingling;
Zhao, Jinling;
Xu, Xingang;
Liang, Dong;
Yang, Guijun;
Feng, Haikuan;
Yang, Hao;
Wang, Yulong;
Chen, Guo;
Wei, Pengfei

Publication type:

Article

Monitoring leaf nitrogen content in rice based on information fusion of multi-sensor imagery from UAV.

Published in:

Precision Agriculture, 2023, v. 24, n. 6, p. 2327, doi. 10.1007/s11119-023-10042-8

By:

Xu, Sizhe;
Xu, Xingang;
Zhu, Qingzhen;
Meng, Yang;
Yang, Guijun;
Feng, Haikuan;
Yang, Min;
Zhu, Qilei;
Xue, Hanyu;
Wang, Binbin

Publication type:

Article

Estimating maize seedling number with UAV RGB images and advanced image processing methods.

Published in:

Precision Agriculture, 2022, v. 23, n. 5, p. 1604, doi. 10.1007/s11119-022-09899-y

By:

Liu, Shuaibing;
Yin, Dameng;
Feng, Haikuan;
Li, Zhenhai;
Xu, Xiaobin;
Shi, Lei;
Jin, Xiuliang

Publication type:

Article

Combining UAV Remote Sensing with Ensemble Learning to Monitor Leaf Nitrogen Content in Custard Apple (Annona squamosa L.).

Published in:

Agronomy, 2025, v. 15, n. 1, p. 38, doi. 10.3390/agronomy15010038

By:

Jiang, Xiangtai;
Gao, Lutao;
Xu, Xingang;
Wu, Wenbiao;
Yang, Guijun;
Meng, Yang;
Feng, Haikuan;
Li, Yafeng;
Xue, Hanyu;
Chen, Tianen

Publication type:

Article

Potato Leaf Chlorophyll Content Estimation through Radiative Transfer Modeling and Active Learning.

Published in:

Agronomy, 2023, v. 13, n. 12, p. 3071, doi. 10.3390/agronomy13123071

By:

Ma, Yuanyuan;
Qiu, Chunxia;
Zhang, Jie;
Pan, Di;
Zheng, Chunkai;
Sun, Heguang;
Feng, Haikuan;
Song, Xiaoyu

Publication type:

Article

Integrating Spectral, Textural, and Morphological Data for Potato LAI Estimation from UAV Images.

Published in:

Agronomy, 2023, v. 13, n. 12, p. 3070, doi. 10.3390/agronomy13123070

By:

Bian, Mingbo;
Chen, Zhichao;
Fan, Yiguang;
Ma, Yanpeng;
Liu, Yang;
Chen, Riqiang;
Feng, Haikuan

Publication type:

Article

Improving the Estimation of Apple Leaf Photosynthetic Pigment Content Using Fractional Derivatives and Machine Learning.

Published in:

Agronomy, 2022, v. 12, n. 7, p. 1497, doi. 10.3390/agronomy12071497

By:

Cheng, Jinpeng;
Yang, Guijun;
Xu, Weimeng;
Feng, Haikuan;
Han, Shaoyu;
Liu, Miao;
Zhao, Fa;
Zhu, Yaohui;
Zhao, Yu;
Wu, Baoguo;
Yang, Hao

Publication type:

Article

Remotely estimate the cropland fractional vegetation cover using linear spectral mixture analysis and improved band operations.

Published in:

International Journal of Remote Sensing, 2025, v. 46, n. 9, p. 3466, doi. 10.1080/01431161.2025.2478665

By:

Yao, Yihan;
Shen, Jianing;
Yue, Jibo;
Liu, Yang;
Feng, Haikuan;
Shu, Meiyan;
Fu, Yuanyuan;
Qiao, Hongbo;
Sun, Tong;
Zheng, Guang

Publication type:

Article

Winter wheat harvest detection via Sentinel-2 MSI images.

Published in:

International Journal of Remote Sensing, 2025, v. 46, n. 6, p. 2482, doi. 10.1080/01431161.2025.2452318

By:

Yue, Jibo;
Yao, Yihan;
Shen, Jianing;
Li, Ting;
Xu, Nianxu;
Feng, Haikuan;
Wei, Yihao;
Xu, Xin;
Lin, Yinghao;
Guo, Wei;
Fu, Yuanyuan;
Qiao, Hongbo;
Ma, Xinming;
Wang, Jian

Publication type:

Article

Inversion of biophysical parameters of potato based on an active learning pool-based sampling strategy.

Published in:

International Journal of Remote Sensing, 2025, v. 46, n. 1, p. 320, doi. 10.1080/01431161.2024.2413027

By:

Ma, Yuanyuan;
Song, Xiaoyu;
Zhang, Jie;
Pan, Di;
Feng, Haikuan;
Yang, Guijun;
Qiu, Chunxia;
Sun, Heguang;
Zheng, Chunkai;
Li, Pingping

Publication type:

Article

A robust spectral angle index for remotely assessing soybean canopy chlorophyll content in different growing stages.

Published in:

Plant Methods, 2020, v. 16, n. 1, p. 1, doi. 10.1186/s13007-020-00643-z

By:

Yue, Jibo;
Feng, Haikuan;
Tian, Qingjiu;
Zhou, Chengquan

Publication type:

Article

Modeling maize above-ground biomass based on machine learning approaches using UAV remote-sensing data.

Published in:

Plant Methods, 2019, v. 15, n. 1, p. N.PAG, doi. 10.1186/s13007-019-0394-z

By:

Han, Liang;
Yang, Guijun;
Dai, Huayang;
Xu, Bo;
Yang, Hao;
Feng, Haikuan;
Li, Zhenhai;
Yang, Xiaodong

Publication type:

Article

Estimation of potato leaf area index based on spectral information and Haralick textures from UAV hyperspectral images.

Published in:

Frontiers in Plant Science, 2024, p. 1, doi. 10.3389/fpls.2024.1492372

By:

Fan, Jiejie;
Liu, Yang;
Fan, Yiguang;
Yao, Yihan;
Chen, Riqiang;
Bian, Mingbo;
Ma, Yanpeng;
Wang, Huifang;
Feng, Haikuan

Publication type:

Article

Monitoring and Forecasting Winter Wheat Freeze Injury and Yield from Multi-Temporal Remotely Sensed Data.

Published in:

Intelligent Automation & Soft Computing, 2016, v. 22, n. 2, p. 255, doi. 10.1080/10798587.2015.1095475

By:

Wang, Huifang;
Huo, Zhiguo;
Zhou, Guangsheng;
Wu, Li;
Feng, Haikuan

Publication type:

Article

Winter Wheat Cropland Grain Protein Content Evaluation through Remote Sensing.

Published in:

Intelligent Automation & Soft Computing, 2014, v. 20, n. 4, p. 599, doi. 10.1080/10798587.2014.934593

By:

Song, Xiaoyu;
Wang, Jihua;
Yang, Guijun;
Feng, Haikuan

Publication type:

Article

A COMPARATIVE ANALYSIS OF SPECTRAL VEGETATION INDICES TO ESTIMATE CROP LEAF AREA INDEX.

Published in:

Intelligent Automation & Soft Computing, 2013, v. 19, n. 3, p. 315, doi. 10.1080/10798587.2013.824176

By:

YUANYUAN FU;
GUIJUN YANG;
JIHUA WANG;
HAIKUAN FENG

Publication type:

Article

COMPARING BROAD-BAND AND RED EDGE-BASED SPECTRAL VEGETATION INDICES TO ESTIMATE NITROGEN CONCENTRATION OF CROPS USING CASI DATA.

Published in:

International Archives of the Photogrammetry, Remote Sensing & Spatial Information Sciences, 2016, v. 41, n. B7, p. 137, doi. 10.5194/isprsarchives-XLI-B7-137-2016

By:

Yanjie Wang;
Qinhong Liao;
Guijun Yang;
Haikuan Feng;
Xiaodong Yang;
Jibo Yue

Publication type:

Article

Monitoring of Nitrogen and Grain Protein Content in Winter Wheat Based on Sentinel-2A Data.

Published in:

Remote Sensing, 2019, v. 11, n. 14, p. 1724, doi. 10.3390/rs11141724

By:

Zhao, Haitao;
Song, Xiaoyu;
Yang, Guijun;
Li, Zhenhai;
Zhang, Dongyan;
Feng, Haikuan

Publication type:

Article

Effect of Leaf Occlusion on Leaf Area Index Inversion of Maize Using UAV–LiDAR Data.

Published in:

Remote Sensing, 2019, v. 11, n. 9, p. 1067, doi. 10.3390/rs11091067

By:

Lei, Lei;
Qiu, Chunxia;
Li, Zhenhai;
Han, Dong;
Han, Liang;
Zhu, Yaohui;
Wu, Jintao;
Xu, Bo;
Feng, Haikuan;
Yang, Hao;
Yang, Guijun

Publication type:

Article

Quantitative Identification of Maize Lodging-Causing Feature Factors Using Unmanned Aerial Vehicle Images and a Nomogram Computation.

Published in:

Remote Sensing, 2018, v. 10, n. 10, p. 1528, doi. 10.3390/rs10101528

By:

Han, Liang;
Yang, Guijun;
Feng, Haikuan;
Zhou, Chengquan;
Yang, Hao;
Xu, Bo;
Li, Zhenhai;
Yang, Xiaodong

Publication type:

Article

A Comparison of Crop Parameters Estimation Using Images from UAV-Mounted Snapshot Hyperspectral Sensor and High-Definition Digital Camera.

Published in:

Remote Sensing, 2018, v. 10, n. 7, p. 1138, doi. 10.3390/rs10071138

By:

Yue, Jibo;
Feng, Haikuan;
Jin, Xiuliang;
Yuan, Huanhuan;
Li, Zhenhai;
Zhou, Chengquan;
Yang, Guijun;
Tian, Qingjiu

Publication type:

Article

A Comparison of Regression Techniques for Estimation of Above-Ground Winter Wheat Biomass Using Near-Surface Spectroscopy.

Published in:

Remote Sensing, 2018, v. 10, n. 1, p. 66, doi. 10.3390/rs10010066

By:

Yue, Jibo;
Feng, Haikuan;
Yang, Guijun;
Li, Zhenhai

Publication type:

Article

Estimation of Winter Wheat Above-Ground Biomass Using Unmanned Aerial Vehicle-Based Snapshot Hyperspectral Sensor and Crop Height Improved Models.

Published in:

Remote Sensing, 2017, v. 9, n. 7, p. 708, doi. 10.3390/rs9070708

By:

Jibo Yue;
Guijun Yang;
Changchun Li;
Zhenhai Li;
Yanjie Wang;
Haikuan Feng;
Bo Xu

Publication type:

Article

The DOM Generation and Precise Radiometric Calibration of a UAV-Mounted Miniature Snapshot Hyperspectral Imager.

Published in:

Remote Sensing, 2017, v. 9, n. 7, p. 642, doi. 10.3390/rs9070642

By:

Guijun Yang;
Changchun Li;
YanjieWang;
Huanhuan Yuan;
Haikuan Feng;
Bo Xu;
Xiaodong Yang

Publication type:

Article

Retrieving Soybean Leaf Area Index from Unmanned Aerial Vehicle Hyperspectral Remote Sensing: Analysis of RF, ANN, and SVM Regression Models.

Published in:

Remote Sensing, 2017, v. 9, n. 4, p. 309, doi. 10.3390/rs9040309

By:

Huanhuan Yuan;
Guijun Yang;
Changchun Li;
Yanjie Wang;
Jiangang Liu;
Haiyang Yu;
Haikuan Feng;
Bo Xu;
Xiaoqing Zhao;
Xiaodong Yang

Publication type:

Article

An Improved Combination of Spectral and Spatial Features for Vegetation Classification in Hyperspectral Images.

Published in:

Remote Sensing, 2017, v. 9, n. 3, p. 261, doi. 10.3390/rs9030261

By:

Yuanyuan Fu;
Chunjiang Zhao;
Jihua Wang;
Xiuping Jia;
Guijun Yang;
Xiaoyu Song;
Haikuan Feng

Publication type:

Article

Combined Multi-Temporal Optical and Radar Parameters for Estimating LAI and Biomass in Winter Wheat Using HJ and RADARSAR-2 Data.

Published in:

Remote Sensing, 2015, v. 7, n. 10, p. 13251, doi. 10.3390/rs71013251

By:

Xiuliang Jin;
Guijun Yang;
Xingang Xu;
Hao Yang;
Haikuan Feng;
Zhenhai Li;
Jiaxiao Shen;
Chunjiang Zhao;
Yubin Lan

Publication type:

Article

Assimilation of Two Variables Derived from Hyperspectral Data into the DSSAT-CERES Model for Grain Yield and Quality Estimation.

Published in:

Remote Sensing, 2015, v. 7, n. 9, p. 12400, doi. 10.3390/rs70912400

By:

Zhenhai Li;
Jihua Wang;
Xingang Xu;
Chunjiang Zhao;
Xiuliang Jin;
Guijun Yang;
Haikuan Feng

Publication type:

Article

Comparison of three models for winter wheat yield prediction based on UAV hyperspectral images.

Published in:

International Journal of Agricultural & Biological Engineering, 2024, v. 17, n. 2, p. 260, doi. 10.25165/j.ijabe.20241702.5869

By:

Xiaobin Xu;
Cong Teng;
Hongchun Zhu;
Haikuan Feng;
Yu Zhao;
Zhenhai Li

Publication type:

Article

Should phenological information be applied to predict agronomic traits across growth stages of winter wheat?

Published in:

Crop Journal (2095-5421), 2022, v. 10, n. 5, p. 1346, doi. 10.1016/j.cj.2022.08.003

By:

Yu Zhao;
Yang Meng;
Shaoyu Han;
Haikuan Feng;
Guijun Yang;
Zhenhai Li

Publication type:

Article

Estimating potassium in potato plants based on multispectral images acquired from unmanned aerial vehicles.

Published in:

Frontiers in Plant Science, 2023, p. 01, doi. 10.3389/fpls.2023.1265132

By:

YanPeng Ma;
ZhiChao Chen;
YiGuang Fan;
MingBo Bian;
GuiJun Yang;
RiQiang Chen;
HaiKuan Feng

Publication type:

Article

Estimation of the nitrogen content of potato plants based on morphological parameters and visible light vegetation indices.

Published in:

Frontiers in Plant Science, 2022, v. 13, p. 1, doi. 10.3389/fpls.2022.1012070

By:

Yiguang Fan;
Haikuan Feng;
Xiuliang Jin;
Jibo Yue;
Yang Liu;
Zhenhai Li;
Zhihang Feng;
Xiaoyu Song;
Guijun Yang

Publication type:

Article

Estimation of potato above-ground biomass based on unmanned aerial vehicle redgreen-blue images with different texture features and crop height.

Published in:

Frontiers in Plant Science, 2022, v. 13, p. 1, doi. 10.3389/fpls.2022.938216

By:

Yang Liu;
Haikuan Feng;
Jibo Yue;
Xiuliang Jin;
Zhenhai Li;
Guijun Yang

Publication type:

Article

Estimation of potato above-ground biomass based on unmanned aerial vehicle redgreen-blue images with different texture features and crop height.

Published in:

Frontiers in Plant Science, 2022, v. 13, p. 1, doi. 10.3389/fpls.2022.938216

By:

Yang Liu;
Haikuan Feng;
Jibo Yue;
Xiuliang Jin;
Zhenhai Li;
Guijun Yang

Publication type:

Article