Advancing site-specific disease and pest management in precision agriculture: From reasoning-driven foundation models to adaptive, feedback-based learning

Your feelings are reasonable: Emotional validation promotes persistence among preschoolers
by: Jeewon Jeon, et al.
Published: (2024)

Humanitarian reason and the representation and management of migrant agricultural labour
by: Nick Dines
Published: (2018)

Integration of deep learning and IIoT for automated soil moisture management in precision agriculture
by: Ayesha Ahmed Dhool, et al.
Published: (2026)

XAI‐driven model for crop recommender system for use in precision agriculture
by: Parvathaneni Naga Srinivasu, et al.
Published: (2024)

Machine learning provides insights for spatially explicit pest management strategies by integrating information on population connectivity and habitat use in a key agricultural pest
by: Jinyu Li, et al.
Published: (2024)

Demonstrating specification gaming in reasoning models
by: Bondarenko, Alexander, et al.
Published: (2025)

Evaluation of segmentation and semi‐supervised learning for spotted spurge recognition in bermudagrass turf
by: Mikerly M. Joseph, et al.
Published: (2024)

Toward precision soil health: A regional framework for site-specific management across Missouri
by: Shah, Dipal, et al.
Published: (2025)

Biorational methods for effective pest control management in stored products for agricultural sustainability
by: Pazhanisamy Murugesan, et al.
Published: (2024)

Advances in biostimulants as an integrated pest management tool in horticulture
by: Dara, Surendra K.
Published: (2023)

Clinical sensemaking: Advancing a conceptual learning model of clinical reasoning
by: Charilaos Koufidis, et al.
Published: (2024)

Advances in insect pest and disease monitoring and forecasting in horticulture
by: Vänninen, Irene
Published: (2023)

Text-to-Battery Recipe: A language modeling-based protocol for automatic battery recipe extraction and retrieval
by: Lee, Daeun, et al.
Published: (2024)

Building evidence-based knowledge bases from full-text literature for disease-specific biomedical reasoning
by: Zong, Chang, et al.
Published: (2026)

Climate‐specific dynamics of fall armyworm on maize: Implications for pest monitoring and management
by: Djima Koffi, et al.
Published: (2025)

A dependency learning approach to delineate site‐specific management zones
by: Salvador J. Vicencio‐Medina, et al.
Published: (2025)

Adaptive Video Understanding Agent: Enhancing efficiency with dynamic frame sampling and feedback-driven reasoning
by: Jeoung, Sullam, et al.
Published: (2024)

A Bayesian latent class reinforcement learning framework to capture adaptive, feedback-driven travel behaviour
by: Sfeir, Georges, et al.
Published: (2025)

Individual-specific precision neuroimaging of learning-related plasticity
by: Leipold, Simon, et al.
Published: (2025)

Tools for pest and disease management by stakeholders: a case study on Plantwise
by: Otieno, Washington, et al.
Published: (2023)

EResNet‐SVM: an overfitting‐relieved deep learning model for recognition of plant diseases and pests
by: Haitao Xiong, et al.
Published: (2024)

Advancing precision livestock farming through ontology-driven interoperable health data management: Extending the Livestock Health Ontology (LHO) for enhanced disease surveillance
by: Noor, Saba
Published: (2024)

Measurement and feedback-driven adaptive dynamics in the classical and quantum kicked top
by: Prasad, Mahaveer, et al.
Published: (2026)

Vehicle maintenance management based on machine learning in agricultural tractor engines
by: Carlos Nolasco Mafla-Yépez
Published: (2023)

Robustness tests for biomedical foundation models should tailor to specifications
by: Xian, R. Patrick, et al.
Published: (2025)

Convergence of machine learning methods for feedback control laws: averaged feedback learning scheme and data driven methods
by: Kunisch, Karl, et al.
Published: (2024)

AgGym: An agricultural biotic stress simulation environment for ultra-precision management planning
by: Khosravi, Mahsa, et al.
Published: (2024)

MATEY: multiscale adaptive foundation models for spatiotemporal physical systems
by: Zhang, Pei, et al.
Published: (2024)

New foundations of reasoning via real-valued first-order logics
by: Badia, Guillermo, et al.
Published: (2022)

Towards Predicting Temporal Changes in a Patient's Chest X-ray Images based on Electronic Health Records
by: Kyung, Daeun, et al.
Published: (2024)

Surrogate-assisted search for compact multitask rice disease and variety phenotyping in precision agriculture
by: Singh, Chatter
Published: (2026)

An overview of domain-specific foundation model: key technologies, applications and challenges
by: Chen, Haolong, et al.
Published: (2024)

Isolation and molecular characterization of indigenous soil entomopathogenic fungi from agricultural and highland ecosystems of Pakistan for sustainable pest management
by: Yousaf Gul Kakar, Muhammad Oneeb, Mian Abdul Hafeez, Aneela Zameer Durrani, Aftab Ahmad Anjum, Khadija Tariq
Published: (2026)

Entropy After </Think> for reasoning model early exiting
by: Wang, Xi, et al.
Published: (2025)

Backstepping based adaptive iterative learning control for non‐strict feedback systems with unknown input nonlinearities
by: Huihui Shi, et al.
Published: (2024)

What makes tablet‐based learning effective? A study of the role of real‐time adaptive feedback
by: Tiphaine Colliot, et al.
Published: (2024)