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 …

[HTML][HTML] Four Decades of Bacillus Biofertilizers: Advances and Future Prospects in Agriculture

X Wu, Y Liu, B Jia, L Tao, H Li, J Wang, Z Yuan, X Sun… - Microorganisms, 2025 - mdpi.com
Over the past four decades, Bacillus biofertilizers, which are microbial formulations based on
Bacillus species, have significantly contributed to sustainable agriculture by enhancing crop …

The evaluation of the grade of leaf disease in apple trees based on PCA-logistic regression analysis

B Xing, D Wang, T Yin - Forests, 2023 - mdpi.com
Extensive research suggested that the core of how to use pesticides scientifically is the
careful and accurate determination of the severity of crop diseases. The existing grading …

Integrating machine learning and change detection for enhanced crop disease forecasting in rice farming: A multi-regional study

G Zhao, Q Zhao, H Webber, A Johnen, V Rossi… - European Journal of …, 2024 - Elsevier
Crop diseases are increasingly causing devastating yield losses each year, posing a
significant threat to global food security. Currently, fungicide treatment is one of the most …

Chipless RFID-inspired Sensing for Smart Agriculture: A Review

X Shen, G Shi, L Cheng, L Gu, Y Rao, Y He - Sensors and Actuators A …, 2023 - Elsevier
As traditional agriculture gradually transitions into smart agriculture, cost-effective, long-
lasting, and low-power sensing methods under ambient conditions hold significant value for …

Dynamic geospatial modeling of mycotoxin contamination of corn in Illinois: unveiling critical factors and predictive insights with machine learning

L Castano-Duque, E Winzeler, JM Blackstock… - Frontiers in …, 2023 - frontiersin.org
Mycotoxin contamination of corn is a pervasive problem that negatively impacts human and
animal health and causes economic losses to the agricultural industry worldwide. Historical …

Green solutions and new technologies for sustainable management of fungus and oomycete diseases in the citrus fruit supply chain

EI Rovetto, F La Spada, F Aloi, M Riolo, A Pane… - Journal of Plant …, 2024 - Springer
This review deals with major diseases caused by fungi and oomycetes in the citrus supply
chain, including post-harvest fruit diseases, and summarizes the strategies and techniques …

Key discoveries in plant pathology during the past half century: Impacts on the life sciences and on plant disease management

N Wang, H Scherm - Phytopathology®, 2023 - Am Phytopath Society
Plant pathology plays a critical role in safeguarding plant health, food security, and food
safety through science-based solutions to protect plants against recurring and emerging …

Temporal Dynamics and Dispersal Patterns of the Primary Inoculum of Coniella diplodiella, the Causal Agent of Grape White Rot

T Ji, L Languasco, I Salotti, M Li, V Rossi - Plant Disease, 2024 - Am Phytopath Society
Grape white rot can cause considerable yield losses in viticulture areas worldwide and is
principally caused by Coniella diplodiella. The fungus overwinters in berry mummies on the …

Influence of berry ripening on susceptibility to Coniella diplodiella infection in grapevine

T Ji, L Luca, I Salotti, M Li, V Rossi - Plant Pathology, 2024 - Wiley Online Library
White rot, caused by the fungus Coniella diplodiella, is an important but poorly studied
disease that mainly affects grapevine clusters. White rot control typically involves the …