Artificial intelligence: A promising tool for application in phytopathology

VE González-Rodríguez, I Izquierdo-Bueno… - Horticulturae, 2024 - mdpi.com
Artificial intelligence (AI) is revolutionizing approaches in plant disease management and
phytopathological research. This review analyzes current applications and future directions …

Machine learning and artificial intelligence for smart agriculture, volume II

S Zhang, C Zhang, DS Park, S Yoon - Frontiers in Plant Science, 2023 - frontiersin.org
Currently, AI is being widely used in various agricultural scenarios, including intelligent
perception, real-time field monitoring, intelligent early warning, disease and pest detection …

Climate change effects on pathogen emergence: Artificial intelligence to translate big data for mitigation

KA Garrett, DP Bebber, BA Etherton… - Annual Review of …, 2022 - annualreviews.org
Plant pathology has developed a wide range of concepts and tools for improving plant
disease management, including models for understanding and responding to new risks from …

Bluster or Lustre: Can AI Improve Crops and Plant Health?

LJ Gardiner, R Krishna - Plants, 2021 - mdpi.com
In a changing climate where future food security is a growing concern, researchers are
exploring new methods and technologies in the effort to meet ambitious crop yield targets …

Computer Vision for Plant Disease Recognition: A Comprehensive Review

M Dang, H Wang, Y Li, TH Nguyen, L Tightiz… - The Botanical …, 2024 - Springer
Agriculture has undergone a remarkable transformation, transitioning from traditional
methods that were used for centuries to technology-driven practices. The advent of image …

Mitigating Crop Losses: AI-enabled Disease Detection in Tomato Plants

H Ashfaq, U Arshad, RH Ali… - … on Frontiers of …, 2023 - ieeexplore.ieee.org
Fostering crop health is vital for global food security, underscoring the need for effective
disease detection. This research introduces an innovative artificial intelligence (AI) model …

Towards artificial intelligence applications in precision and sustainable agriculture

N Son, CR Chen, CH Syu - Agronomy, 2024 - mdpi.com
Agriculture is the backbone of many economies across the globe. More than one billion
people today make living from agriculture [1]. Agricultural development is among the most …

Relevance of advanced plant disease detection techniques in disease and Pest Management for Ensuring Food Security and Their Implication: A review

MA John, I Bankole, O Ajayi-Moses… - American Journal of …, 2023 - archive.jibiology.com
Plant diseases and pests present significant challenges to global food security, leading to
substantial losses in agricultural productivity and threatening environmental sustainability …

Scaling up agricultural research with artificial intelligence

BT Bestelmeyer, G Marcillo, SE McCord… - IT …, 2020 - ieeexplore.ieee.org
Agricultural systems are enormously variable in space and time. New and developing
artificial intelligence (AI)-based tools can leverage site-based science and big data to help …

Digital plant pathology: A foundation and guide to modern agriculture

MT Kuska, RHJ Heim, I Geedicke, KM Gold… - Journal of Plant …, 2022 - Springer
Over the last 20 years, researchers in the field of digital plant pathology have chased the
goal to implement sensors, machine learning and new technologies into knowledge-based …