Wastewater Management Using a Neural Network-Assisted Novel Paradigm for Waste Prediction from Vermicomposting DOI Open Access

Thanjai Vadivel,

K. Barathi,

G. Arulkumaran

et al.

Water, Journal Year: 2024, Volume and Issue: 16(23), P. 3450 - 3450

Published: Nov. 30, 2024

Vermicomposting is one of the most important waste management techniques in process vermiculture. In this study, a neural network-assisted novel paradigm proposed to predict from vermicomposting. The network skeleton based on gallium arsenide processing schema, which used separate wastes. By comparing system with existing methods, it was found that approach had highest average prediction ratio 91.32%, outperforming other like encoder-recurrent decoder (ERD) network, recurrent (RNN), and deep long short-term memory (deep LSTM) network. separation analysis also demonstrated effectiveness method, range 45–94%. Furthermore, study emphasizes importance chemical equilibrium our schema achieving high accuracies, showcasing its potential for practical application processes. Lastly, evolution stages detailed, indicating efficiency various levels separation. Overall, provides valuable insights into methods optimizing wastewater processes, paving way more effective sustainable vermicomposting practices.

Language: Английский

Livestock manure: From waste to resource in a circular economy DOI Creative Commons
Amir Sadeghpour,

Reza Keshavarz Afshar

Journal of Agriculture and Food Research, Journal Year: 2024, Volume and Issue: 17, P. 101255 - 101255

Published: June 6, 2024

This article provides an overview of the pivotal role played by manure in animal agriculture and circular economy. We delve into technological advancements policy frameworks that harness as a valuable resource for generating both fertilizer energy. Additionally, we explore future considerations integrating ecosystem marketplace, emphasizing its potential environmental sustainability. The discussion emphasizes critical need robust interdisciplinary collaboration involving researchers, policymakers, outreach specialists, stakeholders throughout value chain. Such collaborative efforts are indispensable economy context, ultimately seeking to enhance overall sustainability agriculture.

Language: Английский

Citations

13

An Integrated MCDM-Based Mathematical Modeling Approach for Sustainable Practices of Vermicomposting in Educational Institutions DOI
Mayank Singh Bhakuni, Utpal Das, Pooja Bhakuni

et al.

Process Integration and Optimization for Sustainability, Journal Year: 2025, Volume and Issue: unknown

Published: Feb. 5, 2025

Language: Английский

Citations

1

Emerging Trends in the Valorization of Agricultural Waste and Their Utilization in Agricultural, Pharmaceuticals, and Environmental Cleanup DOI
Virendra Kumar Yadav, Anish Kumar Sharma, Amel Gacem

et al.

Waste and Biomass Valorization, Journal Year: 2025, Volume and Issue: unknown

Published: April 1, 2025

Language: Английский

Citations

0

Sustainable vineyard management: Assessing the environmental impact of vermicompost compared over mineral fertilizers DOI Creative Commons
Sara Lago-Olveira,

Pablo Antelo-Lijo,

Danielle dos Santos Tavares Pereira

et al.

Journal of Environmental Management, Journal Year: 2025, Volume and Issue: 382, P. 125192 - 125192

Published: April 20, 2025

Language: Английский

Citations

0

Design and experimental analysis of a closed-loop autonomous rotary hydroponics system for revolutionizing fenugreek yield and enhancing food security DOI Creative Commons

Sudhir Kadam,

Payal Kadam, Dadaso D. Mohite

et al.

Discover Sustainability, Journal Year: 2024, Volume and Issue: 5(1)

Published: July 2, 2024

Abstract The rotary hydroponics system offers a space-saving and potentially high-yielding solution for soilless cultivation, promoting efficient resource use automation sustainable food production. This research investigates closed-loop designed to revolutionize fenugreek yield enhance security through resource-efficient automated cultivation. Building upon the established benefits of aeroponics, particularly its space resources, introduces groundbreaking, cylindrical design. innovative approach not only maximizes efficiency but also paves way further within cultivation process. proposed study delves into design, development, experimental analysis closed-loop, self-sustaining, low-maintenance specifically prioritizes minimal human intervention integration software-controlled monitoring parameter adjustments. effectiveness in plant growth analyzes stages seedlings transplanted system. experiment yielded promising results, with plants reaching full maturity 30 days achieving an average height 15–20 cm. These findings highlight potential bolster approach.

Language: Английский

Citations

1

Performance Assessment of Innovative Waste Management System developed for the Production of Bio-fertilizer DOI Creative Commons
Shivam Srivastava, Pushpendra Singh, Lepakshi Barbora

et al.

Sustainable Chemistry for the Environment, Journal Year: 2024, Volume and Issue: 7, P. 100148 - 100148

Published: Aug. 17, 2024

According to the Food and Agriculture Organization (FAO), around 33 % of world's food, equivalent 1.3 billion tonnes, is wasted annually as 2019. This wastage disproportionately high in developed regions like Europe North America, where individuals discard an average 95–115 kg per annum, compared 6–11 parts Asia Africa. Kitchen waste, comprising 30–40 Municipal Solid Waste (MSW), significantly contributes environmental degradation greenhouse gas emissions if not properly managed. To address these issues, integrated waste management approach being adopted, focusing on recycling resources from uncooked kitchen waste. Three different types organic waste; sawdust, fresh cow dung/digestate, which also served inoculum, have been considered optimize quality effectiveness biofertilizers. In-vessel reactor composting, studied under controlled conditions, digestate a 7.5:1.5:1 ratio effective showed promising results physio-chemical parameters other trials. Additionally, using dung inoculum led significant bioaccumulation pollutants, suggesting its potential for bioremediation purposes. These findings highlight importance innovative strategies reducing food mitigating impact, promoting sustainable resource utilization.

Language: Английский

Citations

0

Unveiling the Implications of Organic Nutrient Management Protocols on Soil Properties, Economic Sustainability, and Yield Optimization in Fenugreek Cultivation in Acidic Soils of Northeast India DOI Open Access

Chongtham Tania,

Ingudam Bhupenchandra,

Chingakham Premabati Devi

et al.

Sustainability, Journal Year: 2024, Volume and Issue: 16(16), P. 7241 - 7241

Published: Aug. 22, 2024

Utilizing yield, profitability, and environmental sustainability in terms of soil quality as the goal variables, we created a methodological protocol for thorough assessment nutrient management (NM) technologies feasibility optimized fenugreek production employing organic sources nutrients acid Northeast India. Five were tried tested comprising T1: absolute control; T2: 2.5 t ha−1 vermicompost (VC) + 250 kg lime; T3: 5 farmyard manure (FYM) T4: 10 FYM T5: VC lime with four replications laid out randomized block design two consecutive growing seasons during 2018–2020. Results indicated that across differential levels amendments (treatments) employed, addition maximum doses FYM, general, excelled over other treatments concerning seed its yield attributes, properties, better economic returns. Thus, overall findings elucidated higher (VC FYM) can sustainably improve productivity, returns growers

Language: Английский

Citations

0

Enhancing Photosynthesis Pigment, Protein Content, Nutrient Uptake and Yield in Maize (Zea mays L.) Cultivars Using Vermicompost, Livestock Manure and Azotobacter chroococcum DOI

Amir Moeinnamini,

Weria Weisany,

M. R. Hadi

et al.

Journal of soil science and plant nutrition, Journal Year: 2024, Volume and Issue: unknown

Published: Sept. 18, 2024

Language: Английский

Citations

0

Investigating the Synergistic Effect of Tillage System and Manure Application Rates on Selected Properties of Two Soil Types in Limpopo Province, South Africa DOI Open Access
Matome J. Mokgolo, J. Mzezewa, Mussie G. Zerizghy

et al.

Sustainability, Journal Year: 2024, Volume and Issue: 16(20), P. 8941 - 8941

Published: Oct. 16, 2024

Sustainable agricultural practices are needed to find a solution the problem of soil erosion and decreased quality. A study was conducted during 2021/2022 2022/2023 cropping seasons evaluate synergistic effect tillage system (TS) manure rates (MR) on selected properties at University Limpopo Experimental Farm (Syferkuil) Venda (UNIVEN). The experiment had split plot design with three replications. main plots used conventional (CON) in-field rainwater harvesting (IRWH) systems, while subplots poultry cattle 0, 20, 35 t ha−1. Bulk density (BD), aggregate stability (AS), pH, total N, organic carbon (OC), available P, exchangeable cations (Ca, Mg, K) were determined. IRWH significantly increased AS in 0–20 cm layer Syferkuil. TS × MR interaction influenced N 20–40 season Mg content OC, Syferkuil over CON. At UNIVEN, CON whereas P season. AS, Ca, K both sites. Syferkuil, seasons, UNIVEN significant increase observed OC It found that (35 ha−1) improved most sites; however, this recommends long-term experiments investigate combined rate validate findings study.

Language: Английский

Citations

0

Exploration of Bacterial Community Structure Profiling and Functional Characteristics in the Vermicomposting of Wasted Sludge and Kitchen Waste DOI Open Access
Zhongwei Gu, Lei He, Tao Liu

et al.

Water, Journal Year: 2024, Volume and Issue: 16(21), P. 3107 - 3107

Published: Oct. 30, 2024

Nowadays, the enormously growing amount of kitchen waste and wasted sludge has greatly received global attention. Vermicomposting been represented as an eco-friendly sustainable alternative for organic management. This study utilized generated by university canteen excess from municipal wastewater treatment to collaboratively realize resource through vermicomposting with a composting control. The results indicated that utilizing equal mass ratio (T3) exhibited greatest reduction in total carbon highest increase nitrogen. Furthermore, predominant phyla observed were Proteobacteria, Actinobacteriota, Bacteroidetes, Firmicutes. Functional prediction analysis demonstrated higher relative abundances β-glucosidase (ascF) 6-phospho-β-glucosidase (bglA, celF) vermicomposting, suggesting earthworms essentially enhanced cellulose degradation. More importantly, co-occurrence network showed stronger interaction between Gordonia other bacteria, thereby enhancing its ability degrade macromolecular compounds. In general, can smoothly remarkably stabilize waste, assisted sawdust.

Language: Английский

Citations

0