Frontiers in Plant Science | Sustainable and Intelligent Phytoprotection

Original Research

Published on 24 Dec 2024

A novel lightweight YOLOv8-PSS model for obstacle detection on the path of unmanned agricultural vehicles

in Sustainable and Intelligent Phytoprotection

Zhijian Chen
Yijun Fang
Jianjun Yin
Shiyu Lv
Farhan Sheikh Muhammad
Lu Liu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1509746

2,322 views
5 citations

Original Research

Published on 19 Dec 2024

DCP-YOLOv7x: improved pest detection method for low-quality cotton image

in Sustainable and Intelligent Phytoprotection

Yukun Ma
Yajun Wei
Minsheng Ma
Zhilong Ning
Minghui Qiao
Uchechukwu Awada

Frontiers in Plant Science

doi 10.3389/fpls.2024.1501043

2,121 views
1 citation

Original Research

Published on 18 Dec 2024

TCSRNet: a lightweight tobacco leaf curing stage recognition network model

in Sustainable and Intelligent Phytoprotection

Panzhen Zhao
Songfeng Wang
Shijiang Duan
Aihua Wang
Lingfeng Meng
Yichong Hu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1474731

2,012 views
4 citations

Original Research

Published on 18 Dec 2024

From laboratory to field: cross-domain few-shot learning for crop disease identification in the field

in Sustainable and Intelligent Phytoprotection

Sen Yang
Quan Feng
Jianhua Zhang
Wanxia Yang
Wenwei Zhou
Wenbo Yan

Frontiers in Plant Science

doi 10.3389/fpls.2024.1434222

2,604 views
5 citations

Original Research

Published on 12 Dec 2024

A novel dataset and deep learning object detection benchmark for grapevine pest surveillance

in Sustainable and Intelligent Phytoprotection

Giorgio Checola
Paolo Sonego
Roberto Zorer
Valerio Mazzoni
Franca Ghidoni
Alberto Gelmetti
Pietro Franceschi

Frontiers in Plant Science

doi 10.3389/fpls.2024.1485216

2,846 views
6 citations

Editorial

Published on 09 Dec 2024

Editorial: Autonomous weed control for crop plants

in Sustainable and Intelligent Phytoprotection

Wen-Hao Su

Frontiers in Plant Science

doi 10.3389/fpls.2024.1527610

992 views

Original Research

Published on 09 Dec 2024

Discrimination of leaf diseases in Maize/Soybean intercropping system based on hyperspectral imaging

in Sustainable and Intelligent Phytoprotection

Xin Liu
Kaixin Meng
Kaixing Zhang
Wujie Yang
Jiutao Yang
Lingyang Feng
Haoran Gong
Chang’an Zhou

Frontiers in Plant Science

doi 10.3389/fpls.2024.1434163

2,048 views
5 citations

Original Research

Published on 06 Dec 2024

A lightweight MHDI-DETR model for detecting grape leaf diseases

in Sustainable and Intelligent Phytoprotection

Zilong Fu
Lifeng Yin
Can Cui
Yi Wang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1499911

3,825 views
6 citations

Original Research

Published on 06 Dec 2024

DINOV2-FCS: a model for fruit leaf disease classification and severity prediction

in Sustainable and Intelligent Phytoprotection

Chunhui Bai
Lilian Zhang
Lutao Gao
Lin Peng
Peishan Li
Linnan Yang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1475282

2,749 views
2 citations

Original Research

Published on 05 Dec 2024

Experimental investigation on modes of spray formation, droplet size and size distribution in a spinning disc atomizer

in Sustainable and Intelligent Phytoprotection

Jian Chen
Wei Hu
Xiaoya Dong
Jinlong Lin
Zhouming Gao
Baijing Qiu

Frontiers in Plant Science

doi 10.3389/fpls.2024.1470745

2,490 views
2 citations

Editorial

Published on 04 Dec 2024

Editorial: Pests and diseases monitoring and forecasting algorithms, technologies, and applications

in Sustainable and Intelligent Phytoprotection

Yingying Dong
Wenjiang Huang
Kejian Lin
Liangxiu Han
Giovanni Laneve
Jingcheng Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1518814

1,816 views
2 citations

Original Research

Published on 04 Dec 2024

Simulation of Pseudostellaria heterophylla distribution in China: assessing habitat suitability and bioactive component abundance under future climate change scenariosplant components

in Sustainable and Intelligent Phytoprotection

Xu Li
Taosheng Wu
Chuangzhi Kang
Xiaobo Zhang
Jinqiang Zhang
Changgui Yang
Qingsong Yuan
Tao Zhou
Chenghong Xiao

Frontiers in Plant Science

doi 10.3389/fpls.2024.1498229

2,343 views
6 citations

Original Research

Published on 03 Dec 2024

Design and validation of a real-time cassava planter seed quality monitoring system based on optical fiber sensors and rotary encoders

in Sustainable and Intelligent Phytoprotection

Bin Yan
Zhende Cui
Ganran Deng
Guojie Li
Shuang Zheng
Fengguang He
Ling Li
Pinlan Chen
Xilin Wang
Sili Zhou

Frontiers in Plant Science

doi 10.3389/fpls.2024.1481909

2,823 views
2 citations

Original Research

Published on 29 Nov 2024

Study on the fusion of improved YOLOv8 and depth camera for bunch tomato stem picking point recognition and localization

in Sustainable and Intelligent Phytoprotection

Guozhu Song
Jian Wang
Rongting Ma
Yan Shi
Yaqi Wang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1447855

2,922 views
5 citations

Original Research

Published on 29 Nov 2024

Unlocking vegetation health: optimizing GEDI data for accurate chlorophyll content estimation

in Sustainable and Intelligent Phytoprotection

Cuifen Xia
Wenwu Zhou
Qingtai Shu
Zaikun Wu
Mingxing Wang
Li Xu
Zhengdao Yang
Jinge Yu
Hanyue Song
Dandan Duan

Frontiers in Plant Science

doi 10.3389/fpls.2024.1492560

1,437 views
3 citations

Original Research

Published on 28 Nov 2024

A method of identification and localization of tea buds based on lightweight improved YOLOV5

in Sustainable and Intelligent Phytoprotection

Yuanhong Wang
Jinzhu Lu
Qi Wang
Zongmei Gao

Frontiers in Plant Science

doi 10.3389/fpls.2024.1488185

2,619 views

Original Research

Published on 28 Nov 2024

MaxEnt and Marxan modeling to predict the potential habitat and priority planting areas of Coffea arabica in Yunnan, China under climate change scenario

in Sustainable and Intelligent Phytoprotection

Xia Li
Zihao Wang
Shaoqiang Wang
Zhaohui Qian

Frontiers in Plant Science

doi 10.3389/fpls.2024.1471653

3,906 views
7 citations

Original Research

Published on 22 Nov 2024

Assessment of field performance and bruchid resistance during seed storage of a genetically modified cowpea expressing the alpha-amylase inhibitor 1 protein from common bean

in Sustainable and Intelligent Phytoprotection

Jerry A. Nboyine
Muhammad L. Umar
Gloria A. Adazebra
Iliyasu M. Utono
Philip Agrengsore
Frederick J. Awuku
Mohammed F. Ishiyaku
Jose M. Barrero
Thomas J. V. Higgins
Donald J. MacKenzie

Frontiers in Plant Science

doi 10.3389/fpls.2024.1478700

6,815 views
3 citations

Review

Published on 22 Nov 2024

Nitrogen monitoring and inversion algorithms of fruit trees based on spectral remote sensing: a deep review

in Sustainable and Intelligent Phytoprotection

Ruiqian Xi
Yanxia Gu
Xiaoqian Zhang
Zhenhui Ren

Frontiers in Plant Science

doi 10.3389/fpls.2024.1489151

3,228 views
10 citations

Original Research

Published on 22 Nov 2024

Persistent monitoring of insect-pests on sticky traps through hierarchical transfer learning and slicing-aided hyper inference

in Sustainable and Intelligent Phytoprotection

Fateme Fotouhi
Kevin Menke
Aaron Prestholt
Ashish Gupta
Matthew E. Carroll
Hsin-Jung Yang
Edwin J. Skidmore
Matthew O’Neal
Nirav Merchant
Sajal K. Das

Frontiers in Plant Science

doi 10.3389/fpls.2024.1484587

3,351 views
5 citations

Original Research

Published on 20 Nov 2024

YOLO-Ginseng: a detection method for ginseng fruit in natural agricultural environment

in Sustainable and Intelligent Phytoprotection

Zhedong Xie
Zhuang Yang
Chao Li
Zhen Zhang
Jiazhuo Jiang
Hongyu Guo

Frontiers in Plant Science

doi 10.3389/fpls.2024.1422460

2,734 views
7 citations

Original Research

Published on 19 Nov 2024

Early detection of pine wilt disease based on UAV reconstructed hyperspectral image

in Sustainable and Intelligent Phytoprotection

Wentao Liu
Ziran Xie
Jun Du
Yuanhang Li
Yongbing Long
Yubin Lan
Tianyi Liu
Si Sun
Jing Zhao

Frontiers in Plant Science

doi 10.3389/fpls.2024.1453761

2,741 views
8 citations

Original Research

Published on 15 Nov 2024

Prediction of the potentially suitable areas of Eucommia ulmoides Oliver in China under climate change based on optimized Biomod2 and MaxEnt models

in Sustainable and Intelligent Phytoprotection

Guoqiong Cao
Xiaofeng Yuan
Qilin Shu
Yayang Gao
Taosheng Wu
Chenghong Xiao
Jian Xu
Yongping Zhang

Frontiers in Plant Science

doi 10.3389/fpls.2024.1359271

3,352 views
11 citations

Original Research

Published on 12 Nov 2024

Spatial heterogeneity response of soil salinization inversion cotton field expansion based on deep learning

in Sustainable and Intelligent Phytoprotection

Jinming Zhang
Jianli Ding
Jinjie Wang
Zihan Zhang
Jiao Tan
Xiangyu Ge

Frontiers in Plant Science

doi 10.3389/fpls.2024.1437390

2,371 views
4 citations

871 articles

articles

A novel lightweight YOLOv8-PSS model for obstacle detection on the path of unmanned agricultural vehicles

DCP-YOLOv7x: improved pest detection method for low-quality cotton image

TCSRNet: a lightweight tobacco leaf curing stage recognition network model

From laboratory to field: cross-domain few-shot learning for crop disease identification in the field

A novel dataset and deep learning object detection benchmark for grapevine pest surveillance

Editorial: Autonomous weed control for crop plants

Discrimination of leaf diseases in Maize/Soybean intercropping system based on hyperspectral imaging

A lightweight MHDI-DETR model for detecting grape leaf diseases

DINOV2-FCS: a model for fruit leaf disease classification and severity prediction

Experimental investigation on modes of spray formation, droplet size and size distribution in a spinning disc atomizer

Editorial: Pests and diseases monitoring and forecasting algorithms, technologies, and applications

Simulation of Pseudostellaria heterophylla distribution in China: assessing habitat suitability and bioactive component abundance under future climate change scenariosplant components

Design and validation of a real-time cassava planter seed quality monitoring system based on optical fiber sensors and rotary encoders

Study on the fusion of improved YOLOv8 and depth camera for bunch tomato stem picking point recognition and localization

Unlocking vegetation health: optimizing GEDI data for accurate chlorophyll content estimation

A method of identification and localization of tea buds based on lightweight improved YOLOV5

MaxEnt and Marxan modeling to predict the potential habitat and priority planting areas of Coffea arabica in Yunnan, China under climate change scenario

Assessment of field performance and bruchid resistance during seed storage of a genetically modified cowpea expressing the alpha-amylase inhibitor 1 protein from common bean

Nitrogen monitoring and inversion algorithms of fruit trees based on spectral remote sensing: a deep review

Persistent monitoring of insect-pests on sticky traps through hierarchical transfer learning and slicing-aided hyper inference

YOLO-Ginseng: a detection method for ginseng fruit in natural agricultural environment

Early detection of pine wilt disease based on UAV reconstructed hyperspectral image

Prediction of the potentially suitable areas of Eucommia ulmoides Oliver in China under climate change based on optimized Biomod2 and MaxEnt models

Spatial heterogeneity response of soil salinization inversion cotton field expansion based on deep learning