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2025	A robust two-stage framework for maize above-ground biomass prediction integrating spectral remote sensing and allometric growth model Computers and Electronics in Agriculture Mohan Yang, Qiang Wu, Jianbo Qi, Guijun Yang, Zanpu Wang, Zhenyu Wang, Jun Zhang, Hao Yang, Jinpeng Cheng, Shuping Xiong, Xinming Ma
2025	Estimation Model for Cotton Canopy Structure Parameters Based on Spectral Vegetation Index Life Yaqin Qi, Xi Chen, Zhengchao Chen, Xin Zhang, Congju Shen, Yan Chen, Yuanying Peng, Bing Chen, Qiong Wang, Taijie Liu, Hao Zhang
2025	Inversion of cotton leaf area index under Verticillium wilt stress from UAV multispectral images: Deep learning-based vs. classical-based algorithms Industrial Crops and Products Yujing Tian, Yefeng Jiang, Mei Zeng, Jiaojiao Hui, Qingsong Jiang
2025	Overinterpretation of evaluation results in machine learning studies for maize yield prediction: A systematic review Computers and Electronics in Agriculture Joerg Leukel, Luca Scheurer, Tobias Zimpel
2024	Leveraging Deep Learning Models for Targeted Aboveground Biomass Estimation in Specific Regions of Interest Sustainability Selvin Samuel Arumai Shiney, Ramachandran Geetha, Ramasamy Seetharaman, Madhavan Shanmugam
2024	A Comprehensive Evaluation of Machine Learning Algorithms for Digital Soil Organic Carbon Mapping on a National Scale Applied Sciences Dorijan Radočaj, Danijel Jug, Irena Jug, Mladen Jurišić
2024	Combining spectral and texture feature of UAV image with plant height to improve LAI estimation of winter wheat at jointing stage Frontiers in Plant Science Mengxi Zou, Yu Liu, Maodong Fu, Cunjun Li, Zixiang Zhou, Haoran Meng, Enguang Xing, Yanmin Ren
2024	Detection of a vascular wilt disease in potato (‘Blackleg’) based on UAV hyperspectral imagery: Can structural features from LiDAR or SfM improve plant-wise classification accuracy? Computers and Electronics in Agriculture Marston H.D. Franceschini, Benjamin Brede, Jan Kamp, Harm Bartholomeus, Lammert Kooistra
2024	Can Multi-Temporal Vegetation Indices and Machine Learning Algorithms Be Used for Estimation of Groundnut Canopy State Variables? Horticulturae Shaikh Yassir Yousouf Jewan, Ajit Singh, Lawal Billa, Debbie Sparkes, Erik Murchie, Deepak Gautam, Alessia Cogato, Vinay Pagay
2024	Using Optimized Spectral Indices and Machine Learning Algorithms to Assess Soil Copper Concentration in Mining Areas Sustainability Chang Meng, Mei Hong, Yuncai Hu, Fei Li
2024	High-throughput phenotypic traits estimation of faba bean based on machine learning and drone-based multimodal data Computers and Electronics in Agriculture Yishan Ji, Zehao Liu, Rong Liu, Zhirui Wang, Xuxiao Zong, Tao Yang
2024	Using spectral vegetation indices and machine learning models for predicting the yield of sugar beet (Beta vulgaris L.) under different irrigation treatments Computers and Electronics in Agriculture Hasan Ali İrik, Ewa Ropelewska, Necati Çetin
2024	A Comprehensive Review of LiDAR Applications in Crop Management for Precision Agriculture Sensors Sheikh Muhammad Farhan, Jianjun Yin, Zhijian Chen, Muhammad Sohail Memon
2024	Crop canopy volume weighted by color parameters from UAV-based RGB imagery to estimate above-ground biomass of potatoes Computers and Electronics in Agriculture Yang Liu, Fuqin Yang, Jibo Yue, Wanxue Zhu, Yiguang Fan, Jiejie Fan, Yanpeng Ma, Mingbo Bian, Riqiang Chen, Guijun Yang, Haikuan Feng
2024	Remote sensing of quality traits in cereal and arable production systems: A review The Crop Journal Zhenhai Li, Chengzhi Fan, Yu Zhao, Xiuliang Jin, Raffaele Casa, Wenjiang Huang, Xiaoyu Song, Gerald Blasch, Guijun Yang, James Taylor, Zhenhong Li
2024	Estimating potato above-ground biomass based on vegetation indices and texture features constructed from sensitive bands of UAV hyperspectral imagery Computers and Electronics in Agriculture Yang Liu, Yiguang Fan, Haikuan Feng, Riqiang Chen, Mingbo Bian, Yanpeng Ma, Jibo Yue, Guijun Yang
2024	Estimation of Winter Wheat Stem Biomass by a Novel Two-Component and Two-Parameter Stratified Model Using Proximal Remote Sensing and Phenological Variables Remote Sensing Weinan Chen, Guijun Yang, Yang Meng, Haikuan Feng, Heli Li, Aohua Tang, Jing Zhang, Xingang Xu, Hao Yang, Changchun Li, Zhenhong Li
2023	UAV Multisensory Data Fusion and Multi-Task Deep Learning for High-Throughput Maize Phenotyping Sensors Canh Nguyen, Vasit Sagan, Sourav Bhadra, Stephen Moose
2023	Fusion of LiDAR and Multispectral Data for Aboveground Biomass Estimation in Mountain Grassland Remote Sensing Ang Chen, Xing Wang, Min Zhang, Jian Guo, Xiaoyu Xing, Dong Yang, Huilong Zhang, Zhiyan Hou, Ze Jia, Xiuchun Yang
2023	Estimating potato above-ground biomass by using integrated unmanned aerial system-based optical, structural, and textural canopy measurements Computers and Electronics in Agriculture Yang Liu, Haikuan Feng, Jibo Yue, Yiguang Fan, Mingbo Bian, Yanpeng Ma, Xiuliang Jin, Xiaoyu Song, Guijun Yang
2023	Improved potato AGB estimates based on UAV RGB and hyperspectral images Computers and Electronics in Agriculture Yang Liu, Haikuan Feng, Jibo Yue, Xiuliang Jin, Yiguang Fan, Riqiang Chen, Mingbo Bian, Yanpeng Ma, Xiaoyu Song, Guijun Yang
2023	Simple, Low-Cost Estimation of Potato Above-Ground Biomass Using Improved Canopy Leaf Detection Method American Journal of Potato Research Sen Yang, Quan Feng, Wanxia Yang, Xueze Gao
2023	Integration of Landsat time-series vegetation indices improves consistency of change detection International Journal of Digital Earth Mingxing Zhou, Dengqiu Li, Kuo Liao, Dengsheng Lu
2023	Dual-polarization SAR rice growth model: A modeling approach for monitoring plant height by combining crop growth patterns with spatiotemporal SAR data Computers and Electronics in Agriculture Yu Liu, Bo Wang, Qinghong Sheng, Jun Li, Hong Zhao, Shuwei Wang, Xiaoli Liu, Honglin He
2023	An Overview of Using Unmanned Aerial System Mounted Sensors to Measure Plant Above-Ground Biomass Remote Sensing Aliasghar Bazrafkan, Nadia Delavarpour, Peter G. Oduor, Nonoy Bandillo, Paulo Flores
2023	Hyperspectral Estimation of Chlorophyll Content in Apple Tree Leaf Based on Feature Band Selection and the CatBoost Model Agronomy Yu Zhang, Qingrui Chang, Yi Chen, Yanfu Liu, Danyao Jiang, Zijuan Zhang
2023	Methods and Applications of 3D Ground Crop Analysis Using LiDAR Technology: A Survey Sensors Matias J. Micheletto, Carlos I. Chesñevar, Rodrigo Santos
2022	Assessing the Impacts of Tidal Creeks on the Spatial Patterns of Coastal Salt Marsh Vegetation and Its Aboveground Biomass Remote Sensing Ya-Nan Tang, Jun Ma, Jing-Xian Xu, Wan-Ben Wu, Yuan-Chen Wang, Hai-Qiang Guo
2022	Estimation of Potato Above-Ground Biomass Based on Vegetation Indices and Green-Edge Parameters Obtained from UAVs Remote Sensing Yang Liu, Haikuan Feng, Jibo Yue, Yiguang Fan, Xiuliang Jin, Xiaoyu Song, Hao Yang, Guijun Yang
2022	Estimation of potato above-ground biomass based on unmanned aerial vehicle red-green-blue images with different texture features and crop height Frontiers in Plant Science Yang Liu, Haikuan Feng, Jibo Yue, Xiuliang Jin, Zhenhai Li, Guijun Yang
2022	A Meta-Analysis of Remote Sensing Technologies and Methodologies for Crop Characterization Remote Sensing Hazhir Bahrami, Heather McNairn, Masoud Mahdianpari, Saeid Homayouni
2021	Using UAV LiDAR to Extract Vegetation Parameters of Inner Mongolian Grassland Remote Sensing Xiang Zhang, Yuhai Bao, Dongliang Wang, Xiaoping Xin, Lei Ding, Dawei Xu, Lulu Hou, Jie Shen
2021	Applications of UAS in Crop Biomass Monitoring: A Review Frontiers in Plant Science Tianhai Wang, Yadong Liu, Minghui Wang, Qing Fan, Hongkun Tian, Xi Qiao, Yanzhou Li
2021	Estimation of Cotton Leaf Area Index (LAI) Based on Spectral Transformation and Vegetation Index Remote Sensing Yiru Ma, Qiang Zhang, Xiang Yi, Lulu Ma, Lifu Zhang, Changping Huang, Ze Zhang, Xin Lv
2021	Estimating Above-Ground Biomass of Potato Using Random Forest and Optimized Hyperspectral Indices Remote Sensing Haibo Yang, Fei Li, Wei Wang, Kang Yu
2020	Multi-Temporal Predictive Modelling of Sorghum Biomass Using UAV-Based Hyperspectral and LiDAR Data Remote Sensing Ali Masjedi, Melba M. Crawford, Neal R. Carpenter, Mitchell R. Tuinstra
2020	Analysis of Plant Height Changes of Lodged Maize Using UAV-LiDAR Data Agriculture Longfei Zhou, Xiaohe Gu, Shu Cheng, Guijun Yang, Meiyan Shu, Qian Sun
2020	Identification of Apple Orchard Planting Year Based on Spatiotemporally Fused Satellite Images and Clustering Analysis of Foliage Phenophase Remote Sensing Yaohui Zhu, Guijun Yang, Hao Yang, Jintao Wu, Lei Lei, Fa Zhao, Lingling Fan, Chunjiang Zhao
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