Integrative approaches in modern agriculture: IoT, ML and AI for disease forecasting amidst climate change

P Delfani, V Thuraga, B Banerjee, A Chawade - Precision Agriculture, 2024 - Springer
Plant disease forecasting models, driven by concurrent data and advanced technologies,
are reliable tools for accurate prediction of disease outbreaks in achieving sustainable and …

Some reasons why the latent period should not always be considered constant over the course of a plant disease epidemic

F Suffert, RN Thompson - Plant Pathology, 2018 - Wiley Online Library
The latent period is a crucial life history trait, particularly for polycyclic plant diseases,
because it determines how many complete infection cycles could theoretically occur during …

A discussion on disease severity index values. Part I: warning on inherent errors and suggestions to maximise accuracy

KS Chiang, HI Liu, CH Bock - Annals of Applied Biology, 2017 - Wiley Online Library
A special type of ordinal scale comprising a number of intervals of known numeric ranges
can be used when estimating severity of a plant disease. The interval ranges are most often …

A threshold-based weather model for predicting stripe rust infection in winter wheat

M El Jarroudi, L Kouadio, CH Bock… - Plant …, 2017 - Am Phytopath Society
Wheat stripe rust (caused by Puccinia striiformis f. sp. tritici) is a major threat in most wheat
growing regions worldwide, which potentially causes substantial yield losses when …

Effects of regional climate change on brown rust disease in winter wheat

J Junk, L Kouadio, P Delfosse, M El Jarroudi - Climatic Change, 2016 - Springer
Projected climate changes will affect wheat crop production both in the main processes of
plant growth and development but also in the occurrences and severities of plant diseases …

Optimal fungicide application timings for disease control are also an effective anti-resistance strategy: a case study for Zymoseptoria tritici (Mycosphaerella …

F Van den Berg, F Van den Bosch… - Phytopathology, 2013 - Am Phytopath Society
Strategies to slow fungicide resistance evolution often advocate early “prophylactic”
fungicide application and avoidance of “curative” treatments where possible. There is little …

Modelling and mapping potential epidemics of wheat diseases—examples on leaf rust and Septoria tritici blotch using EPIWHEAT

S Savary, S Stetkiewicz, F Brun, L Willocquet - European Journal of Plant …, 2015 - Springer
Policy makers and researchers need to develop long-term priorities using reliable,
quantitative tools to assess the risks associated with plant diseases over a range of plant …

Varietal susceptibility overcomes climate change effects on the future trends of rice blast disease in Northern Italy

H Wang, G Mongiano, D Fanchini, P Titone… - Agricultural …, 2021 - Elsevier
CONTEXT Rice blast manifests with different symptoms according to the affected plant
organ, ie, leaf and panicle blast, the latter being the primary determinant of yield losses in …

Effects of rater bias and assessment method on disease severity estimation with regard to hypothesis testing

KS Chiang, CH Bock, M El Jarroudi, P Delfosse… - Plant …, 2016 - Wiley Online Library
The effects of bias (over‐and underestimates) in estimates of disease severity on hypothesis
testing using different assessment methods was explored. Nearest percentage estimates …

Estimating regional wheat yield from the shape of decreasing curves of green area index temporal profiles retrieved from MODIS data

L Kouadio, G Duveiller, B Djaby, M El Jarroudi… - International Journal of …, 2012 - Elsevier
Earth observation data, owing to their synoptic, timely and repetitive coverage, have been
recognized as a valuable tool for crop monitoring at different levels. At the field level, the …