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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
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
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
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
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
Stable foliar colonization of nanocoated nitrogen-fixing bacteria enhances crop nitrogen supply
Introduction: Modern agriculture relies heavily on synthetic nitrogen fertilizers, which contribute to soil degradation, water eutrophication, and greenhouse gas emissions, making biological nitrogen
Subsurface placement of controlled-release blended fertilizers mitigates ammonia volatilization by promoting nitrogen transformation in rice fields
Introduction: Intensive rice production relies heavily on chemical fertilizers, particularly nitrogen (N), but substantial N losses through ammonia (NH₃) volatilization can reduce nitrogen-use efficie
Aug 27, 2026
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Biochar-based slow-release fertilizers: From nutrient carrier to intelligent regulator in soil-plant systems-a review and perspective
Introduction: Conventional fertilizers release nutrients rapidly and often fail to synchronize nutrient availability with crop demand, resulting in substantial nutrient losses through leaching, volati
Aug 27, 2026
56
Fully bio-based polyurethane coating for environmentally friendly controlled release fertilizer: Construction, degradation mechanism and effect on plant growth
Introduction: Controlled-release fertilizers (CRFs) can improve nutrient-use efficiency by gradually releasing nutrients according to crop demand. However, conventional CRFs commonly use petroleum-bas
Aug 27, 2026
53
Enhanced efficiency fertilizers: Overview of production methods, materials used, nutrients release mechanisms, benefits and considerations
Introduction: Chemical fertilizers have been essential to boosting food production worldwide, but nutrients that crops fail to take up can be lost to the atmosphere or waterways, leading to greenhouse
Aug 27, 2026
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