ReviewHeliyon2024
Hydroponics: Exploring innovative sustainable technologies and applications across crop production, with Emphasis on potato mini-tuber cultivation.
Review in Heliyon, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
16 citing papers in PubMed.
- Design, development, and performance evaluation of a vertical hydroponic system for fodder crop production and enhanced resource-use efficiency.BMC plant biology · 2026Article
- Mechanistic Insights into Houttuynia cordata Thunb. as a Potential Therapeutic Strategy Targeting Metabolic Disorders in Preclinical Models.Current nutrition reports · 2026Review
- Beyond Starch: Towards a Scalable Potato Platform for Molecular Farming.Plant biotechnology journal · 2026Review
- Exogenous Hormones Affect the Corm Expansion ofPlants (Basel, Switzerland) · 2026Article
- Agrowaste-Derived Liquid Organic Fertilizer and Temperature Stabilization in Vertical Aeroponics for Crop Production.Plant-environment interactions (Hoboken, N.J.) · 2026Article
- Exploration of anti-oomycete components from wild plants againstFrontiers in plant science · 2026Article
- Dynamic graph learning framework based seasonal and trend decomposition approach for potato crop evapotranspiration prediction.Scientific reports · 2025Article
- Article
- Sustainable hydroponic production using solar energy and treated greywater within the water-energy-food-environment nexus.Scientific reports · 2025Article
- Evaluation of the efficient propagation ofApplied and environmental microbiology · 2025Article
- Optimization of ionic strength of nutrient solution for enhanced hydroponic watermelon yield and quality in greenhouse.Scientific reports · 2025Article
- Uptake, Partitioning, and Accumulation of High and Low Rates of Carbamazepine in Hydroponically Grown Lettuce (Plants (Basel, Switzerland) · 2025Article
- Exploring plant responses to altered gravity for advancing space agriculture.Plant communications · 2025Review
- Extraction and Characterization of Inulin-Like Fructans from Hydroponically Grown Stevia rebaudiana Roots for Food Applications.Plant foods for human nutrition (Dordrecht, Netherlands) · 2025Article
- Polyethylene Glycol (PEG) Application Triggers Plant Dehydration but Does Not Accurately Simulate Drought.Plants (Basel, Switzerland) · 2024Article
- Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
There is an urgent need to explore climate-resilient alternative agriculture production systems that focus on resilience, resource efficiency, and disease management. Hydroponics, a soilless cultivation system, gaining interest as it reduces the dependency on agricultural land, and pesticides, and can be implemented in areas with poor soil quality, thus mitigating the negative effects of extreme weather events. Potato is an essential dietary staple crop grown throughout the world and is a major source of food security in underdeveloped countries. However, due to the climatic changes, it is predicted that a significant loss in the suitability of land for potato production would occur, thus leading to potato yield loss. Recently, many case studies have emerged to highlight the advancement of agricultural hydroponic systems that provide a promising solution to the massive production of potato mini tuber at high efficiency. This review paper evaluates popular hydroponic methods and demonstrates how hydroponic has emerged as the go-to, long-term, sustainable answer to the perennial problem of insufficient access to high-quality potato seed stock. The paper discusses the research and innovation possibilities (such as artificial intelligence, nanoparticles, and plant growth-promoting rhizobacteria) that potentially increase tuber production per plant under optimal hydroponic growth circumstances. These approaches are examined considering new scientific discoveries and practical applications. Furthermore, it emphasizes that by enduring significant reforms in soilless food production systems (particularly for potatoes), the food supply of a rapidly growing population can be addressed. Since hydroponics systems are productive and easily automated without soil and optimal environmental conditions, future hydroponics farming is promising. In conclusion, the hydroponics system provides better yield and crop productivity by saving water, energy, and space. Henceforth, it can be the alternate choice for modern sustainable agriculture.
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What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.