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AI-Powered Soil, Crop, and Climate Analytics: Advances and Applications in Climate-Smart Agriculture

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ORIGINAL RESEARCH

Published on 07 May 2026

Enhancing weed detection in wheat with hybrid attention mechanism CBAM: a comparative study with deep learning approaches

Ritika Ritika
Savita Kumari Sheoran
Arjun Singh
Dilip Kumar

doi 10.3389/fagro.2026.1706873

1,419 views

SYSTEMATIC REVIEW

Published on 20 Apr 2026

Maize yield prediction using machine learning: a systematic literature review

Jabulani Nyengere
Frank Tchuwa
Harineck Mayamiko Tholo
Lucius Malalu
Allena Laura Njala
Petros Kachulu
Rodney Maganga
Brenda Matewere
Lackson Jamu
5 more
Agness Mwangwela

doi 10.3389/frai.2026.1735157

2,997 views
3 citations

ORIGINAL RESEARCH

Published on 04 Mar 2026

The quantum-enhanced agri-ledger: a simulation-based pathway to incentivized climate-smart agronomy

A Harsha Kumar
N Saran
K Kumaran
G Saranya
Disha Daniel
Preetham Venkatram C
Himeswar Potnuru

doi 10.3389/fagro.2026.1768500

1,084 views

REVIEW

Published on 05 Nov 2025

Harnessing AI and Remote sensing for precision sugarcane farming: tackling water stress, salinity, and nitrogen challenges

. Vinayaka
P. Rama Chandra Prasad
G. Avinash
Amaresh
R. Arun Kumar
P. Murali
C. Palaniswami
P. Govindaraj

doi 10.3389/fagro.2025.1681294

6,141 views
5 citations

ORIGINAL RESEARCH

Published on 27 Oct 2025

Integrating weather variables and AI models for forecasting major pests in jute: applications in climate-smart crop management

Pradip Basak
Shifat Sultana
Deb Sankar Gupta
Tarun Paul
Manoj Kanti Debnath
Prahlad Sarkar
Satyajit Hembram
Shyamal Kheroar

doi 10.3389/fagro.2025.1687988

1,789 views
1 citation

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Frontiers in Agronomy

Frontiers in Agronomy

Climate-Smart Agronomy

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