# Innovations in Aquaponics and Hydroponics Systems

**Type:** Topics  
**Canonical URL:** https://scholariq.org/topics/innovations-in-aquaponics-and-hydroponics-systems/

## Facts

| Field | Value |
| --- | --- |
| Description | This cluster of papers explores the challenges and opportunities in aquaponic systems, focusing on sustainability, nutrient recycling, commercial production, water quality, fish welfare, urban agriculture, microbial communities, and IoT monitoring. The research covers topics such as the integration of aquaculture and hydroponics, nutrient management, economic feasibility, and the potential for aquaponics to address global food challenges. |
| Domain | Life Sciences |
| Field | Agricultural and Biological Sciences |
| OpenAlex ID | t13391 |
| Works | 12 |

## Topic papers all

- [Comparison of Land, Water, and Energy Requirements of Lettuce Grown Using Hydroponic vs. Conventional Agricultural Methods](https://scholariq.org/papers/comparison-of-land-water-and-energy-requirements-of-lettuce-grown-using/)
- [Recognition pest by image‐based transfer learning](https://scholariq.org/papers/recognition-pest-by-image-based-transfer-learning/)
- [Empowering vertical farming through IoT and AI-Driven technologies: A comprehensive review](https://scholariq.org/papers/empowering-vertical-farming-through-iot-and-ai-driven-technologies-a/)
- [Energy consumption for different greenhouse constructions](https://scholariq.org/papers/energy-consumption-for-different-greenhouse-constructions/)
- [An AIoT-based hydroponic system for crop recommendation and nutrient parameter monitorization](https://scholariq.org/papers/an-aiot-based-hydroponic-system-for-crop-recommendation-and-nutrient-parameter/)
- [Navigating the future: exploring technological advancements and emerging trends in the sustainable ornamental industry](https://scholariq.org/papers/navigating-the-future-exploring-technological-advancements-and-emerging-trends/)
- [IoT based Farming Techniques in Indoor Environment: A Brief Survey](https://scholariq.org/papers/iot-based-farming-techniques-in-indoor-environment-a-brief-survey/)
- [Analysis of opportunities and challenges of smart aquaponic system: a summary of research trends and future research avenues](https://scholariq.org/papers/analysis-of-opportunities-and-challenges-of-smart-aquaponic-system-a-summary-of/)
- [Deep convolutional network for plant monitoring in precision agriculture](https://scholariq.org/papers/deep-convolutional-network-for-plant-monitoring-in-precision-agriculture/)
- [Efficient Tomato Leaf Disease Classification Using Adapter Based Fine Tuning of Vision Transformers](https://scholariq.org/papers/efficient-tomato-leaf-disease-classification-using-adapter-based-fine-tuning-of/)
- [High-Accuracy Estimation of Reference Evapotranspiration Using Classical and AI-Supported System Identification Approaches Under Different Climatic Conditions in Arid Zones](https://scholariq.org/papers/high-accuracy-estimation-of-reference-evapotranspiration-using-classical-and-ai/)
- [A Comprehensive Review on Banana Leaf Disease Detection Using Modern Learning Methodologies](https://scholariq.org/papers/a-comprehensive-review-on-banana-leaf-disease-detection-using-modern-learning/)

## Topic primary papers

- [Comparison of Land, Water, and Energy Requirements of Lettuce Grown Using Hydroponic vs. Conventional Agricultural Methods](https://scholariq.org/papers/comparison-of-land-water-and-energy-requirements-of-lettuce-grown-using/)
- [Analysis of opportunities and challenges of smart aquaponic system: a summary of research trends and future research avenues](https://scholariq.org/papers/analysis-of-opportunities-and-challenges-of-smart-aquaponic-system-a-summary-of/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.