Frontiers in Plant Science | Technical Advances in Plant Science

Original Research

Published on 14 Jan 2025

Hyperspectral estimation of chlorophyll density in winter wheat using fractional-order derivative combined with machine learning

in Technical Advances in Plant Science

Chenbo Yang
Meichen Feng
Juan Bai
Hui Sun
Rutian Bi
Lifang Song
Chao Wang
Yu Zhao
Wude Yang
Lujie Xiao

Frontiers in Plant Science

doi 10.3389/fpls.2024.1492059

990 views

Original Research

Published on 10 Jan 2025

Developing affordable and efficient heating devices for enhanced live cell imaging in confocal microscopy

in Technical Advances in Plant Science

Abhishesh Bajracharya
Sampada Timilsina
Ruofan Cao
Qingrui Jiang
Berry A. Dickey
Anupa Wasti
Jing Xi
Magdalena Weingartner
Scott R. Baerson
Gregg W. Roman

Frontiers in Plant Science

doi 10.3389/fpls.2024.1499831

1,682 views

Original Research

Published on 10 Jan 2025

LWheatNet: a lightweight convolutional neural network with mixed attention mechanism for wheat seed classification

in Technical Advances in Plant Science

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

Frontiers in Plant Science

doi 10.3389/fpls.2024.1509656

1,038 views

Original Research

Published on 09 Jan 2025

Development of a vegetation canopy reflectance sensor and its diurnal applicability under clear sky conditions

in Technical Advances in Plant Science

Naisen Liu
Jingyu Guo
Fuxia Liu
Xuedong Zha
Jing Cao
Yuezhen Chen
Haixia Yan
Chenggong Du
Xuqi Wang
Jiping Li

Frontiers in Plant Science

doi 10.3389/fpls.2024.1512660

781 views

Original Research

Published on 08 Jan 2025

Next-gen agriculture: integrating AI and XAI for precision crop yield predictions

in Technical Advances in Plant Science

R. N. V. Jagan Mohan
Pravallika Sree Rayanoothala
R. Praneetha Sree

Frontiers in Plant Science

doi 10.3389/fpls.2024.1451607

5,659 views
3 citations

Original Research

Published on 07 Jan 2025

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

1,603 views

Original Research

Published on 31 Dec 2024

Pepper-YOLO: an lightweight model for green pepper detection and picking point localization in complex environments

in Technical Advances in Plant Science

Yikun Huang
Yulin Zhong
Deci Zhong
Changcai Yang
Lifang Wei
Zhoupei Zou
Riqing Chen

Frontiers in Plant Science

doi 10.3389/fpls.2024.1508258

1,584 views
2 citations

Methods

Published on 23 Dec 2024

An Iterative Pseudo Label Generation framework for semi-supervised hyperspectral image classification using the Segment Anything Model

in Technical Advances in Plant Science

Zheng Zhao
Guangyao Zhou
Qixiong Wang
Jiaqi Feng
Hongxiang Jiang
Guangyun Zhang
Yu Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1515403

1,139 views

Editorial

Published on 23 Dec 2024

Editorial: Vision, learning, and robotics: AI for plants in the 2020s

in Technical Advances in Plant Science

Zhenghong Yu
Luca Iocchi
Jeffrey Too Chuan Tan
Huabing Zhou
Changcai Yang
Hao Lu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1539626

944 views

Original Research

Published on 20 Dec 2024

GLNet: global-local feature network for wheat leaf disease image classification

in Technical Advances in Plant Science

Shangze Li
Shen Liu
Mingyu Ji
Yuhao Cao
Bai Yun

Frontiers in Plant Science

doi 10.3389/fpls.2024.1471705

1,001 views
1 citation

Original Research

Published on 20 Dec 2024

Quantitative relationship model between soil profile salinity and soil depth in cotton fields based on data assimilation algorithm: forecasting cotton field yields and profits

in Technical Advances in Plant Science

Yang Gao
Lin Chang
Mei Zeng
Quanze Hu
Jiaojiao Hui
Qingsong Jiang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1519200

718 views
1 citation

Original Research

Published on 19 Dec 2024

Advanced deep transfer learning techniques for efficient detection of cotton plant diseases

in Technical Advances in Plant Science

Prashant Johri
SeongKi Kim
Kumud Dixit
Prakhar Sharma
Barkha Kakkar
Yogesh Kumar
Jana Shafi
Muhammad Fazal Ijaz

Frontiers in Plant Science

doi 10.3389/fpls.2024.1441117

1,503 views
2 citations

Original Research

Published on 19 Dec 2024

Efficient detection of eyes on potato tubers using deep-learning for robotic high-throughput sampling

in Technical Advances in Plant Science

L. G. Divyanth
Salik Ram Khanal
Achyut Paudel
Chakradhar Mattupalli
Manoj Karkee

Frontiers in Plant Science

doi 10.3389/fpls.2024.1512632

2,013 views
2 citations

Original Research

Published on 17 Dec 2024

Fuzzy backstepping controller for agricultural tractor-trailer vehicles path tracking control with experimental validation

in Technical Advances in Plant Science

Anzhe Wang
Yefei Wang
Xin Ji
Kun Wang
Meiling Qian
Xinhua Wei
Qi Song
Wenming Chen
Shaocen Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1513544

1,078 views

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

828 views

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

1,849 views
2 citations