Precision agriculture

From Smart Farming towards Agriculture 5.0: A Review on Crop Data Management

Verónica Sáiz-Rubio, Francisco Rovira-Más

Citations: 932 • 2020

Implementation of artificial intelligence in agriculture for optimisation of irrigation and application of pesticides and herbicides

Tanha Talaviya, Dhara Shah, Nivedita Patel, Hiteshri Yagnik, Manan Shah

Citations: 868 • 2020

Autonomous robotic weed control systems: A review

David C. Slaughter, D. K. Giles, D. Downey

Citations: 801 • 2007

Towards leveraging the role of machine learning and artificial intelligence in precision agriculture and smart farming

Tawseef Ayoub Shaikh, Tabasum Rasool, Faisal Rasheed Lone

Citations: 724 • 2022

Agricultural robots for field operations: Concepts and components

Avital Bechar, Clément Vigneault

Citations: 712 • 2016

Enhancing smart farming through the applications of Agriculture 4.0 technologies

Mohd Javaid, Abid Haleem, Ravi Pratap Singh, Rajiv Suman

Citations: 539 • 2022

Research and development in agricultural robotics: A perspective of digital farming

Redmond R. Shamshiri, Cornelia Weltzien, Ibrahim A. Hameed, Ian J. Yule, Tony E. Grift, Siva K. Balasundram, Lenka Pitonakova, Desa Ahmad, Girish Chowdhary

Citations: 520 • 2018

Smart farming for improving agricultural management

Elsayed Said Mohamed, AA. Belal, Sameh Kotb Abd‐Elmabod, Mohammed A. El-Shirbeny, A. Gad, Mohamed Zahran

Citations: 439 • 2021

Advances in Agriculture Robotics: A State-of-the-Art Review and Challenges Ahead

Luiz Fernando Pinto de Oliveira, António Paulo Moreira, Manuel F. Silva

Citations: 403 • 2021

UAV-based crop and weed classification for smart farming

Philipp Lottes, Raghav Khanna, Johannes Pfeifer, Roland Siegwart, Cyrill Stachniss

Citations: 384 • 2017

Automatic segmentation of relevant textures in agricultural images

María Guijarro, Gonzalo Pájares, I. Riomoros, Pedro Javier Herrera, Xavier P. Burgos-Artizzu, Ángela Ribeiro

Citations: 379 • 2010

Field Scanalyzer: An automated robotic field phenotyping platform for detailed crop monitoring

Nicolas Virlet, Kasra Sabermanesh, Pouria Sadeghi‐Tehran, Malcolm J. Hawkesford

Citations: 376 • 2016

A survey of public datasets for computer vision tasks in precision agriculture

Yuzhen Lu, Sierra Young

Citations: 364 • 2020

Agricultural robot dataset for plant classification, localization and mapping on sugar beet fields

Nived Chebrolu, Philipp Lottes, Alexander Schaefer, Wera Winterhalter, Wolfram Burgard, Cyrill Stachniss

Citations: 327 • 2017

Plant detection and mapping for agricultural robots using a 3D LIDAR sensor

Ulrich Weiß, Peter Biber

Citations: 307 • 2011

WeedMap: A Large-Scale Semantic Weed Mapping Framework Using Aerial Multispectral Imaging and Deep Neural Network for Precision Farming

Inkyu Sa, Marija Popović, Raghav Khanna, Zetao Chen, Frank Liebisch, Juan Nieto, Cyrill Stachniss, Achim Walter, Roland Siegwart

Citations: 287 • 2018

Machine Vision Systems in Precision Agriculture for Crop Farming

Efthimia Mavridou, Εleni Vrochidou, George A. Papakostas, Theodore Pachidis, Vassilis G. Kaburlasos

Citations: 280 • 2019

Application of digital technologies for ensuring agricultural productivity

Rambod Abiri, Nastaran Rizan, Siva K. Balasundram, Arash Bayat Shahbazi, Hazandy Abdul Hamid

Citations: 276 • 2023

Drones: Innovative Technology for Use in Precision Pest Management

Fernando Henrique Iost Filho, Wieke Heldens, Zhaodan Kong, Elvira S. de Lange

Citations: 274 • 2019

Fully Convolutional Networks With Sequential Information for Robust Crop and Weed Detection in Precision Farming

Philipp Lottes, Jens Behley, Andres Milioto, Cyrill Stachniss

Citations: 273 • 2018