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 …

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 …

A multi-omics approach to solving problems in plant disease ecology

SG Crandall, KM Gold, MM Jiménez-Gasco… - PLoS …, 2020 - journals.plos.org
The swift rise of omics-approaches allows for investigating microbial diversity and plant-
microbe interactions across diverse ecological communities and spatio-temporal scales. The …

Detection of rice panicle blast with multispectral radiometer and the potential of using airborne multispectral scanners

T Kobayashi, E Kanda, K Kitada, K Ishiguro… - …, 2001 - Am Phytopath Society
Rice reflectance was measured to determine the spectral regions most sensitive to panicle
blast infection. Reflectance increased in the 430-to 530-, 580-to 680-, and 1,480-to 2,000 …

Plant pest surveillance: From satellites to molecules

G Silva, J Tomlinson, N Onkokesung… - Emerging topics in …, 2021 - portlandpress.com
Plant pests and diseases impact both food security and natural ecosystems, and the impact
has been accelerated in recent years due to several confounding factors. The globalisation …

Remote sensing of biotic stress in crop plants and its applications for pest management

M Prabhakar, YG Prasad, MN Rao - Crop stress and its management …, 2011 - Springer
Remote sensing (RS) of biotic stress is based on the assumption that stress interferes with
photosynthesis and physical structure of the plant at tissue and canopy level, and thus …

Plant disease sensing: studying plant-pathogen interactions at scale

KM Gold - Msystems, 2021 - Am Soc Microbiol
Plant disease threatens the environmental and financial sustainability of crop production,
causing $220 billion in annual losses. The dire threat disease poses to modern agriculture …

Scalable early detection of grapevine viral infection with airborne imaging spectroscopy

FER Galvan, R Pavlick, G Trolley… - …, 2023 - Am Phytopath Society
The US wine and grape industry loses $3 B annually due to viral diseases including
grapevine leafroll-associated virus complex 3 (GLRaV-3). Current detection methods are …

Computer vision for plant pathology: A review with examples from cocoa agriculture

JR Sykes, KJ Denby, DW Franks - Applications in Plant …, 2024 - Wiley Online Library
Plant pathogens can decimate crops and render the local cultivation of a species
unprofitable. In extreme cases this has caused famine and economic collapse. Timing is vital …

[图书][B] Comparative epidemiology of plant diseases

J Kranz - 2003 - Springer
Comparison is an important cognitive research tool in science. Results in practically every
study are compared with various hypotheses, other results or practices. These comparative" …