Original Research

Published on 16 Dec 2024

Mitigating saturation effects in rice nitrogen estimation using Dualex measurements and machine learning

in Technical Advances in Plant Science

Peihua Shi
Yuan Wang
Congfei Yin
Kaiqing Fan
Yinfei Qian
Gui Chen

Frontiers in Plant Science

doi 10.3389/fpls.2024.1518272

190 views

Original Research

Accepted on 13 Dec 2024

SSATNet: Spectral-spatial attention transformer for hyperspectral corn image classification

in Technical Advances in Plant Science

Bin Wang
Gongchao Chen
Juan Wen
Songlin Jin
Yan Li
Ling Zhou
Weidong Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1458978

Original Research

Accepted on 13 Dec 2024

Adaptive Spatial-Channel Feature Fusion and Self-Calibrated Convolution for Early Maize Seedlings Counting in UAV Images

in Technical Advances in Plant Science

Zhenyuan Sun
Zhi Yang
Yimin Ding
Boyan Sun
Saiju Sun
Zhen Guo
Lei Zhu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1496801

Original Research

Accepted on 13 Dec 2024

An Explainable Bi-LSTM Model for Winter Wheat Yield Prediction

in Technical Advances in Plant Science

Abhasha Joshi
Biswajeet Pradhan
Subrata Chakraborty
Renuganth Varatharajoo
Abdullah Alamri
Shilpa Gite
Chang-Wook Lee

Frontiers in Plant Science

doi 10.3389/fpls.2024.1491493

Original Research

Accepted on 13 Dec 2024

Segmentation of Tobacco Shred Point Cloud and 3-D Measurement Based on Improved PointNet++ Network with DTC algorithm

in Technical Advances in Plant Science

Yihang Wang
haiwei Zheng
Jie Yang
Yan Wang
Li Wang
Qunfeng Niu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1508449

Original Research

Accepted on 12 Dec 2024

LWheatNet: A Liteweight Convolutional Neural Network with Mixed Attention Mechanism for Wheat Seed Classification

in Technical Advances in Plant Science

Xiaojuan Guo
Wang Jianping
Guohong Gao
Zihao Cheng
Zongjie Qiao
Ranran Zhang
Zhanpeng Ma
Xing Wang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1509656

Original Research

Accepted on 11 Dec 2024

Effects of Coupled Application of Magnetoelectric Activated Water and Amendments on Photosynthetic Physiological Characteristics and Yield of Maize in Arid Regions

in Technical Advances in Plant Science

Qingyuan Lei
Wanghai Tao
Fan Yang
Jianqi Liu
Zixuan Xi
Quanjiu Wang
Mingjiang Deng

Frontiers in Plant Science

doi 10.3389/fpls.2024.1497806

Original Research

Published on 11 Dec 2024

Forest aboveground biomass estimation based on spaceborne LiDAR combining machine learning model and geostatistical method

in Technical Advances in Plant Science

Li Xu
Jinge Yu
Qingtai Shu
Shaolong Luo
Wenwu Zhou
Dandan Duan

Frontiers in Plant Science

doi 10.3389/fpls.2024.1428268

333 views

Original Research

Published on 11 Dec 2024

A new BWO-based RGB vegetation index and ensemble learning strategy for the pests and diseases monitoring of CCB trees using unmanned aerial vehicle

in Technical Advances in Plant Science

Keliang Hu
Junchen Liu
Hai Xiao
Qiangguo Zeng
Jun Liu
Lei Zhang
Man Li
Zhihui Wang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1464723

352 views

Original Research

Published on 10 Dec 2024

Enhancing Nitrogen Nutrition Index estimation in rice using multi-leaf SPAD values and machine learning approaches

in Technical Advances in Plant Science

Yuan Wang
Peihua Shi
Yinfei Qian
Gui Chen
Jiang Xie
Xianjiao Guan
Weiming Shi
Haitao Xiang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1492528

247 views

Original Research

Accepted on 09 Dec 2024

Iterative Optimization Annotation Pipeline and ALSS-YOLO-Seg for Efficient Banana Plantation Segmentation in UAV Imagery

in Technical Advances in Plant Science

Ang He
Ximei Wu
Xing Xu
Jing Chen
Xiaobin Guo
Sheng Xu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1508549

Methods

Accepted on 09 Dec 2024

SerpensGate-YOLOv8: An Enhanced YOLOv8 Model for Accurate Plant Disease Detection

in Technical Advances in Plant Science

Miao Yongzheng

Frontiers in Plant Science

doi 10.3389/fpls.2024.1514832

Original Research

Published on 09 Dec 2024

BRA-YOLOv7: improvements on large leaf disease object detection using FasterNet and dual-level routing attention in YOLOv7

in Technical Advances in Plant Science

Rong Ye
Quan Gao
Tong Li

Frontiers in Plant Science

doi 10.3389/fpls.2024.1373104

290 views

Original Research

Published on 06 Dec 2024

Mapping rapeseed (Brassica napus L.) aboveground biomass in different periods using optical and phenotypic metrics derived from UAV hyperspectral and RGB imagery

in Technical Advances in Plant Science

Chuanliang Sun
Weixin Zhang
Genping Zhao
Qian Wu
Wanjie Liang
Ni Ren
Hongxin Cao
Lidong Zou

Frontiers in Plant Science

doi 10.3389/fpls.2024.1504119

456 views

Systematic Review

Published on 06 Dec 2024

Research progress and prospect of key technologies of fruit target recognition for robotic fruit picking

in Technical Advances in Plant Science

Shaohua Liu
Jinlin Xue
Tianyu Zhang
Pengfei Lv
Huanhuan Qin
Tianxing Zhao

Frontiers in Plant Science

doi 10.3389/fpls.2024.1423338

354 views

Methods

Published on 06 Dec 2024

Comparative analysis of stomatal pore instance segmentation: Mask R-CNN vs. YOLOv8 on Phenomics Stomatal dataset

in Technical Advances in Plant Science

Thanh Tuan Thai
Ki-Bon Ku
Anh Tuan Le
San Su Min Oh
Ngo Hoang Phan
In-Jung Kim
Yong Suk Chung

Frontiers in Plant Science

doi 10.3389/fpls.2024.1414849

263 views

Navigation group

Articles

Mitigating saturation effects in rice nitrogen estimation using Dualex measurements and machine learning

SSATNet: Spectral-spatial attention transformer for hyperspectral corn image classification

Adaptive Spatial-Channel Feature Fusion and Self-Calibrated Convolution for Early Maize Seedlings Counting in UAV Images

An Explainable Bi-LSTM Model for Winter Wheat Yield Prediction

Segmentation of Tobacco Shred Point Cloud and 3-D Measurement Based on Improved PointNet++ Network with DTC algorithm

LWheatNet: A Liteweight Convolutional Neural Network with Mixed Attention Mechanism for Wheat Seed Classification

Effects of Coupled Application of Magnetoelectric Activated Water and Amendments on Photosynthetic Physiological Characteristics and Yield of Maize in Arid Regions

Forest aboveground biomass estimation based on spaceborne LiDAR combining machine learning model and geostatistical method

A new BWO-based RGB vegetation index and ensemble learning strategy for the pests and diseases monitoring of CCB trees using unmanned aerial vehicle

Enhancing Nitrogen Nutrition Index estimation in rice using multi-leaf SPAD values and machine learning approaches

Iterative Optimization Annotation Pipeline and ALSS-YOLO-Seg for Efficient Banana Plantation Segmentation in UAV Imagery

SerpensGate-YOLOv8: An Enhanced YOLOv8 Model for Accurate Plant Disease Detection

BRA-YOLOv7: improvements on large leaf disease object detection using FasterNet and dual-level routing attention in YOLOv7

Mapping rapeseed (Brassica napus L.) aboveground biomass in different periods using optical and phenotypic metrics derived from UAV hyperspectral and RGB imagery

Research progress and prospect of key technologies of fruit target recognition for robotic fruit picking

Comparative analysis of stomatal pore instance segmentation: Mask R-CNN vs. YOLOv8 on Phenomics Stomatal dataset