Current and emerging trends in techniques for plant pathogen detection

M Venbrux, S Crauwels, H Rediers - Frontiers in Plant Science, 2023 - frontiersin.org
Plant pathogenic microorganisms cause substantial yield losses in several economically
important crops, resulting in economic and social adversity. The spread of such plant …

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 …

Data analytics for crop management: a big data view

N Chergui, MT Kechadi - Journal of Big Data, 2022 - Springer
Recent advances in Information and Communication Technologies have a significant impact
on all sectors of the economy worldwide. Digital Agriculture appeared as a consequence of …

农作物病虫害遥感监测关键技术研究进展与展望

廖娟, 陶婉琰, 臧英, 曾弘毅, 汪沛, 罗锡文 - 农业机械学报, 2023 - aeeisp.com
病虫害是影响农作物健康生长, 产量和质量的制约因素之一, 加强农作物病虫害的监测,
对农作物病虫害进行精准防控, 对保障粮食安全, 提高农产品产量和质量具有重要意义 …

Integrating spectral information and meteorological data to monitor wheat yellow rust at a regional scale: A case study

Q Zheng, H Ye, W Huang, Y Dong, H Jiang, C Wang… - Remote Sensing, 2021 - mdpi.com
Wheat yellow rust has a severe impact on wheat production and threatens food security in
China; as such, an effective monitoring method is necessary at the regional scale. We …

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 …

Farmer perspectives on benefits of and barriers to extended crop rotations in Iowa, USA

DA Weisberger, MD McDaniel… - Agricultural & …, 2021 - Wiley Online Library
The highly specialized maize (Zea mays L.) and soybean [Glycine max (L.) Merr.] production
system that dominates midwestern US agriculture has led to widespread on‐farm and off …

Implementing sentinel-2 data and machine learning to detect plant stress in olive groves

I Navrozidis, T Alexandridis, D Moshou… - Remote Sensing, 2022 - mdpi.com
Olives are an essential crop for Greece and constitute a major economic and agricultural
factor. Diseases, pests, and environmental conditions are all factors that can deteriorate the …

A gated recurrent units (GRU)-based model for early detection of soybean sudden death syndrome through time-series satellite imagery

L Bi, G Hu, MM Raza, Y Kandel, L Leandro, D Mueller - Remote Sensing, 2020 - mdpi.com
In general, early detection and timely management of plant diseases are essential for
reducing yield loss. Traditional manual inspection of fields is often time-consuming and …

Rice false smut detection and prescription map generation in a complex planting environment, with mixed methods, based on near earth remote sensing

F Chen, Y Zhang, J Zhang, L Liu, K Wu - Remote Sensing, 2022 - mdpi.com
Rice false smut is known as the cancer of rice. The disease is becoming increasingly
prominent and is one of the major diseases in rice. However, prevention and treatment of …