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Enhancing autonomous agriculture control systems in greenhouses for sustainable resource usage using deep learning techniques
March 2026 | PLoS One | Volume 21Introduction: Greenhouse production requires precise control of temperature, irrigation, CO₂, and other environmental conditions, but conventional fixed-control strate
Autonomous navigation method for agricultural robots in high-bed cultivation environments
April 2025 | Computers and Electronics in Agriculture | Volume 231Introduction: Agricultural robots could help automate labor-intensive tasks such as harvesting, pruning, and crop monitoring, but depl
Optimal sizing of a grid-connected DC microgrid for agricultural applications with water-energy management system considering battery cycle life
June 2025 |Energy Nexus |Volume 18Introduction: Agricultural irrigation is becoming increasingly costly and carbon-intensive as farms continue to rely on grid electricity and diesel-powered pumping. W
Oct 01, 2026
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Enhancing sustainable and climate-resilient agriculture: Optimization of greenhouse energy consumption through microgrid systems utilizing advanced meta-heuristic algorithms
uly 2024 | Energy Strategy Reviews | Volume 54Introduction: Greenhouse farming can support stable crop production under controlled conditions, but maintaining suitable temperatures can require substan
Oct 01, 2026
35
Hybrid Machine learning models for PV output prediction: Harnessing Random Forest and LSTM-RNN for sustainable energy management in aquaponic system
April 2025 | Energy Conversion and Management | Volume 330Introduction: Dewi and her research team demonstrated how hybrid machine learning could improve solar energy forecasting and support more reli
Oct 01, 2026
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Drawing transformation pathways for making use of joint effects of food and energy production with biodiversity agriphotovoltaics and electrified agricultural machinery
June 2023 | Journal of Environmental Management | Volume335Introduction: Agricultural land does not have to choose between producing food, generating renewable energy, and protecting biodiversity. Sch
Oct 01, 2026
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Off-road electric vehicles and autonomous robots in agricultural sector: Trends, challenges, and opportunities
August 2022 | Vehicles | Volume 4Introduction: Agriculture is under growing pressure to increase productivity while reducing greenhouse gas emissions, fossil fuel dependence, soil degradation, and lab
Oct 01, 2026
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World off-track on nearly every food system goal, latest assessment reveals
10 Augus 2026 | FAO |Global food systems are falling far behind their 2030 goals. The 2026 Food Systems Countdown initiative, covering 197 countries and 44 indicators, finds that progress remains insu
When an old fix needs an upgrade: inside CSIRO's search for cotton's next resistance gene
4 August 2026 | CSIRO | Even a resistance gene that has protected crops for decades can eventually fail. Australian cotton has long relied on genetic resistance against bacterial blight, but when that
Can climate finance deliver more equitable rice systems?
Climate finance can do more than fund irrigation systems, climate-smart rice varieties, and digital technologies—it can also determine who has the capacity to adapt to climate change. Building more re
From waste to resource: how livestock manure can help to close Europe's nutrient loop
 15 July 2026 |European Commission – Agriculture and Rural Development |Livestock manure could become part of Europe’s answer to rising fertilizer costs and import dependence. The EU-funded FertiCover
Oct 01, 2026
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Black soldier fly organic fertilizer: An integrated approach to soil health, low-carbon agriculture, and pest management
Black soldier flies may be small, but they could play a surprisingly big role in more sustainable farming. By breaking down organic waste,  they can turn by-products into nutrient-rich fertilizer that
Oct 01, 2026
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