An Integrated Framework for Multi-Commodity Agricultural Price Forecasting and Anomaly Detection Using Attention-Boosted Models DOI Creative Commons
Eko Sediyono, Kristoko Dwi Hartomo, Christian Arthur

et al.

Journal of Agriculture and Food Research, Journal Year: 2025, Volume and Issue: unknown, P. 102021 - 102021

Published: May 1, 2025

Language: Английский

Towards Climate-Smart Agriculture: Strategies for Sustainable Agricultural Production, Food Security, and Greenhouse Gas Reduction DOI Creative Commons
Wogene Kabato, Girma Tilahun Getnet, Tamrat Sinore

et al.

Agronomy, Journal Year: 2025, Volume and Issue: 15(3), P. 565 - 565

Published: Feb. 25, 2025

Without transformative adaptation strategies, the impact of climate change is projected to reduce global crop yields and increase food insecurity, while rising greenhouse gas (GHG) emissions further exacerbate crisis. While agriculture a major contributor through unsustainable practices, it also offers significant opportunities mitigate these adoption sustainable practices. This review examines climate-smart (CSA) as key strategy for enhancing productivity, building resilience, reducing GHG emissions, emphasizing need strategic interventions accelerate its large-scale implementation improved security. The analysis revealed that nitrogen use efficiency (NUE) has in developed countries, NUE remains at 55.47%, precision nutrient management integrated soil fertility strategies enhance productivity minimize environmental impacts. With 40% world’s agricultural land already degraded, sustainability alone insufficient, necessitating shift toward regenerative practices restore degraded water by improving health, biodiversity, increasing carbon sequestration, thus ensuring long-term resilience. CSA including agriculture, biochar application, agroforestry, improve security, emissions. However, result variability highlights site-specific optimize benefits. Integrating multiple enhances health more effectively than implementing single practice alone. Widespread faces socio-economic technological barriers, requiring supportive policies, financial incentives, capacity-building initiatives. By adopting technologies, can transition sustainability, securing systems addressing challenges.

Language: Английский

Citations

10

Smart Farming Revolution: A Cutting-Edge Review of Deep Learning and IoT Innovations in Agriculture DOI

J. Siva Prashanth,

G. Bala Krishna,

A. V. Krishna Prasad

et al.

Operations Research Forum, Journal Year: 2025, Volume and Issue: 6(1)

Published: March 14, 2025

Language: Английский

Citations

1

PRISMA-Guided Systematic Review on the Adoption of Artificial Intelligence and Embedded Systems for Smart Irrigation DOI
Nisrine Lachgar, Hajar Saikouk, Moad Essabbar

et al.

Pure and Applied Geophysics, Journal Year: 2025, Volume and Issue: unknown

Published: March 31, 2025

Language: Английский

Citations

0

An Integrated Framework for Multi-Commodity Agricultural Price Forecasting and Anomaly Detection Using Attention-Boosted Models DOI Creative Commons
Eko Sediyono, Kristoko Dwi Hartomo, Christian Arthur

et al.

Journal of Agriculture and Food Research, Journal Year: 2025, Volume and Issue: unknown, P. 102021 - 102021

Published: May 1, 2025

Language: Английский

Citations

0