Brackish Water Aquaculture Research Articles

Reprint of “Optimizing aeration efficiency and forecasting dissolved oxygen in brackish water aquaculture: Insights from paddle wheel aerator”

Reprint of “Optimizing aeration efficiency and forecasting dissolved oxygen in brackish water aquaculture: Insights from paddle wheel aerator”

Brackish water parameters monitoring dashboard using Internet of things and industry 4.0

INTRODUCTION: Brackish water aquaculture plays a crucial role in meeting the growing global demand for seafood. It offers an opportunity to diversify aquaculture production and reduce pressure on overexploited marine resources. OBJECTIVES: By harnessing the unique properties of brackish ecosystems, this practice contributes to food security, economic growth, and sustainable resource management, while also promoting the conservation of valuable marine habitats. The development of a cutting-edge Indigenous Water Quality Monitoring Prototype named "Aqua BuoySis" for precision brackish water aquaculture utilizing machine intelligence. METHODS: The prototype integrates sensors for Dissolved Oxygen (DO), pH, Temperature, Turbidity, and Total Dissolved Solids (TDS). These sensors are calibrated using a dynamic temperature-based machine-learning approach to ensure accuracy in real-time environments. Sensor calibration constants are uploaded to a server for comprehensive data calibration. RESULTS: The system collects data at 20-second intervals, associating it with specific pond IDs. Data refinement is achieved through Long Short-Term Memory (LSTM) processing. An Android and Web application, available in native languages such as Tamil and Telugu, has been developed to provide live updates to aqua farmers, facilitating informed decision-making. CONCLUSION: This technology represents a significant step towards enhancing precision in brackish water aquaculture through the fusion of machine intelligence and water quality management.

Molecular Characteristics Demonstrate the Occurrence of Phylogenetic Similar Isolates of <i>Vibrio alginolyticus</i> and <i>Vibrio parahaemolyticus</i> in Aquatic Environments

Vibrio alginolyticus is an opportunistic fish pathogen with a potential to cause septicemia and often associated with other Vibrio infections, particularly Vibrio parahaemolyticus, and can pose a significant threat to aquatic health. This study investigated the biochemical and phylogenetic characteristics of V. alginolyticus isolated from various aquaculture farms, focusing on its prevalence, hemolysin genes, genetic relatedness, and antibiotic susceptibility. Out of 92 brackish water aquaculture farm samples, 16 isolates were biochemically confirmed as V. alginolyticus, with 12 subsequently confirmed by polymerase chain reaction targeting collagenase gene. Molecular analysis of the thermolabile hemolysin gene (tlh) via specific PCR amplified a 450 bp fragment in 8 isolates, confirming the presence of the tlh gene. Pulsed Field Gel Electrophoresis (PFGE) typing differentiated tlh-positive and tlh-negative V. alginolyticus isolates with 92% genetic similarity. The isolates exhibited proteolytic, lipolytic, and lecithinase activities. Notably, the isolates showed intermediate resistance to most of the tested antibiotics, indicating exposure to antimicrobial agents. This study provides evidence of the presence of similar phylogenetical isolates of V. alginolyticus and V. parahaemolyticus in aquatic environments. Furthermore, this study emphasizes the importance of expanding surveillance programs by incorporating strain-specific characterization to better understand and control vibriosis in aquaculture.

Environmental and human health risk of potentially toxic metals in freshwater and brackish water Nile tilapia (Oreochromis niloticus) aquaculture.

Tilapia aquaculture is rapidly expanding worldwide, particularly in Bangladesh. However, metal pollution in aquaculture presents significant environmental and human health risks. This study aimed to evaluate the concentrations of 13 potentially toxic metals (As, Be, Cd, Co, Cr, Cu, Hg, Ni, Pb, V, Mn, Se, and Zn) in Nile tilapia (Oreochromis niloticus), surface water, and sediment from freshwater and brackish water aquaculture ponds. The study also assessed the associated environmental and human health risks. Samples of tilapia, water, and sediment were collected between October and November 2021 and analyzed using Inductively Coupled Plasma Mass Spectrometry (ICP-MS). The estimated daily intake (EDI) of As, Cr, Pb, Se, and Zn in tilapia muscle of both freshwater and brackish water, as well as Cd and Ni in brackish water, exceeded recommended EDI values. The Target Hazard Quotient (THQ) was less than 1 for most metals, except for As in brackish water tilapia and Cr in both freshwater and brackish water tilapia, indicating potential health risks. The Target Cancer Risk (TR) values for As in both freshwater and brackish water tilapia, and for Cr and Ni in freshwater tilapia, exceeded acceptable ranges. While the concentrations of metals in surface water of both freshwater and brackish water tilapia farms varied, all mean concentrations were below WHO recommended limits. The contamination factor (Cf) values were less than 1 for all metals in both types of aquaculture ponds, except for Zn in freshwater sediment and Se in brackish water sediment. Additionally, the calculated risk indices including the Pollution Load Index (PLI), Geoaccumulation Index (Igeo), Ecological Risk Factor (Er), and Potential Ecological Risk Factor (PER) for sediment were below the risk thresholds values (PLI < 1, Igeo < 0, Er < 40, and PER < 150). The significant positive correlations were found between tilapia muscle and the sediment of the respective ponds for arsenic (As) (ρ= 0.8, p<0.002) and Cr (ρ= 0.7, p<0.02). Although the levels of studied metals in water and sediment from freshwater and brackish water aquaculture ponds were generally within recommended guidelines, this study underscores the need for continuous monitoring and preventative measures, particularly to address elevated levels of As and Cr in tilapia muscle, which may pose potential risks to human health.

Study of Life Feed in Cantang Grouper Hatcheries (Epinephelus fuscoguttatus x Epinephelus lanceolatus)

Abstract Cantang grouper (Epinephelus fuscoguttatus x Epinephelus lanceolatus) is a cross between female tiger grouper (Epinephelus lanceolatus) and male tiger grouper (Epinephelus fuscoguttatus), according to statistical data from the Ministry of Maritime Affairs and Fisheries (KKP) it has a production value of 4,406 tons in 2022 and experienced an increase in growth of 33.92%. Fulfilling this need can be done by maximizing the hatchery process, the key to which is natural food, namely for broodstock (flying fish, tuna and squid) and larvae (chlorella, artemia, rotifers, rebon shrimp). The aim of this article is to study natural feed in the hatchery of cantang grouper (Epinephelus fuscoguttatus x Epinephelus lanceolatus). This study was conducted at the Pecaron Brackish Water Aquaculture Fisheries Center (BPBAP), Situbondo, East Java on 19 June - 19 August 2023. The work method used was a descriptive method with primary and secondary data collection. The study results showed that the Hatching Rate (HR) was 73.25%, the Survival Rate (SR) was 15.98%, the Specific Grow Rate (SGR) was 0.24 g/day. Water quality measured is temperature ranging from 28-30°C, pH between 7.78-8.44, salinity between 31-32 ppt, dissolved oxygen (DO) between 5.72-6.20 mg/L, ammonia between 0.001-0.031 mg/L, nitrite is 0.001 mg/L. Natural feed has complete amino acids, fatty acids, enzymes and minerals which function in the maturation of the parent gonads and larval growth.

Soil remediation and nano-biosilica: a potential combination to improve the environmental quality of brackishwater aquaculture ponds affected by acid sulfate soils.

The successful management of ASS-affected brackishwater aquaculture ponds necessitates overcoming associated environmental limitations. This study investigated the potential application of nano-biosilica from rice husk ash (RHA) and soil remediation techniques to improve the environmental quality of ASS-affected brackishwater ponds. The study followed a completely randomized design (CRD) with four treatments and three replicates. The treatments comprised applying soil remediation, nano-biosilica fertilizer, and their combination. The study generally revealed that the combination of soil remediation technique and RHA-driven nano-biosilica improved the water quality of ASS-affected brackishwater ponds. Soil remediation improved water quality by reducing acidity levels. However, excessive lime application as an integral part of the remediation might release acidity and toxic metals into water, potentially increasing calcium-phosphorus fixation. Despite liming potential negative consequences, if mixed with nano-biosilica could increase diatom-phytoplankton growth by reducing dissolved Al and Fe levels while boosting P and Si availability. Liming could also help boost diatom photosynthesis and inhibit unwanted algae blooms by decreasing water turbidity and increasing sunlight penetration. This study emphasized that the effectiveness of nano-biosilica in promoting diatom growth depends on appropriate nitrogen (N) and phosphorus (P) concentrations and ratios, which should not be a limiting factor. However, the required N/P concentration and ratio are only met if the remediation method is effectively implemented. The combination of nano-biosilica and soil remediation treatment maintained SiO2 concentrations above the average natural seawater concentration; however, availability may be limited due to complexes containing Ca, Al, Mg, and Fe. Regularly applying cost-effective nano-biosilica fertilizer in combination with N and P fertilizers is recommended to enhance water remediation efficiency by boosting Si availability and decreasing the toxicity of dissolved toxic metal ions.

Detection and mitigation of soil salinization risk from saline/brackish water aquaculture in coastal areas: an application of remote sensing and managed aquifer recharge

This study focuses on detecting and mitigating soil salinization in four coastal areas of the Mekong Delta (Vietnam). Salinity patterns in the soils of the Mekong River Delta are not random but linked to land use practices and distance to the sea. We examine two quick yet reliable remote sensing-based techniques to detect the coastal aquaculture area and separate it from the inland freshwater farmland. These techniques can eventually be used to identify locations with an elevated risk of salinization in other coastal regions. Finally, we investigate a salinization mitigation solution based on creating a managed aquifer recharge system along the buffer zone that separates the coastal aquaculture area from the inland freshwater agriculture area. The implementation of an infiltration pond system is technically feasible in the Mekong Delta provided that hydrogeological characteristics, the fresh-saline interface position, and freshwater demands are considered. The transitional zone between freshwater agriculture and brackish water aquaculture in Bac Lieu, Soc Trang, Tra Vinh and Ben Tre provinces is optimal for implementing an aquifer recharge/freshwater barrier scheme.

Teknik Pembenihan Ikan Kerapu Cantang (Ephinephelus sp.) di Balai Budidaya Air Payau, Situbondo, Jawa Timur

Grouper fish (Epinephelus sp.) is one of the popular marine fish species in the market in Indonesia and abroad in Southeast Asia, this fish has high economic value, good taste. Currently, the development of grouper aquaculture has been growing, so the seeds must be available continuously to meet the demand for seeds, therefore the foundation of interspecies crosses between groupers that have a high heterosis effect in growth traits, disease resistance and environmental resistance. This research activity was carried out at the Brackish Water Aquaculture Center located in Situbondo, East Java and was carried out from June 19, 2023 to August 19, 2023. The working method used in the Field Work Practice is descriptive method with data collection including primary and secondary. The technique of grouper hatchery conducted at the Brackish Water Aquaculture Fisheries Center stages include tub preparation, broodstock rearing, hybridization, hatching and egg stocking, larval development, feeding, water quality management, growth sampling and grading, pests and diseases, and harvesting and marketing. The results of the observed parameters are HR 73.25%, SR 15.98%, FR 74.16%. Water quality management carried out in grouper hatcheries is water reduction and water changes according to larval age, siphon once a week and water quality tests.

Impact of soil and water quality on the sustainable management of mangrove-compatible brackishwater aquaculture practices in Indonesia

The widespread degradation of mangroves has been attributed to their conversion into other land uses and purposes, most notably their destruction to construct extensive brackishwater aquaculture ponds. This study investigated the relationship between environmental factors and management alternatives for an integrated mangrove-aquaculture system in Derawan Island District, Berau Regency, East Kalimantan Province, Indonesia. The study collected a total of 56 soil and water samples from around 50 ha to assess environmental limiting factors for integrated mangrove-brackishwater aquaculture management. The measured soil quality variables included field pH (pHF), pH of hydrogen peroxide extract (pHFOX), peroxide oxidizable sulfur (SPOS), pyrite (FeS2), organic matter (OM), nitrogen-total (N-TOT), iron (Fe), and aluminum (Al). Water quality variables included salinity, temperature, pH, dissolved oxygen (DO), different forms of nitrogen (NH3–ammonia, NO3–nitrate, and NO2–nitrite), phosphate (PO4), Fe, and total organic matter (TOM). The study employed a hydrological restoration approach to suggest a mangrove-friendly aquaculture pond design and layout. The study generally showed that Acid Sulfate Soils (ASS) significantly restricted the existing mixed-mangrove aquaculture pond management by negatively impacting water quality. This study highlights that, given the characteristics of ASS-affected aquaculture ponds, reducing pond size for shrimp culture (mangrove-to-pond ratio of 80% and 20%) will simplify managing ASS environmental limiting factors through cost-effective remediation techniques and a Balanced Fertilization Strategy (BFS). The reduced shrimp pond size will also provide direct opportunities for mangrove restoration and allow effective hydrological restoration. The economic benefit of the proposed pond design and management model focuses on diversifying production units which include shrimp aquaculture ponds, milkfish or tilapia culture in the peripheral canals of the mangrove compartment, juvenile shrimp production, and periodic harvest from the primary pond canal. The study findings are particularly applicable to ponds that have already been built in ASS to improve productivity in addition to supporting the mangrove rehabilitation program. Converting mangrove and ASS-affected land is not advisable for constructing new aquaculture ponds.

The Effect of Leadership Style, Compensation and Competence on Optimizing Organizational Performance

The purpose of this study is to determine the influence of leadership style, compensation, and competence on the optimization of organizational performance at the Brackishwater Aquaculture Fisheries Research Institute and Fisheries Extension (BRPBAPPP) Maros. The research design is quantitative, with data analysis techniques including classical assumption tests and multiple linear regression. The results of this study demonstrate that the leadership style implemented at BRPBAPPP Maros has a significant impact on organizational performance. Effective, transparent, and communicative leadership can enhance employee motivation and productivity, ultimately leading to a positive impact on the overall performance of the organization. Additionally, a fair and competitive compensation system significantly influences organizational performance, as does employee competence. Collectively, leadership style, compensation, and competence jointly contribute significantly to the optimization of organizational performance at BRPBAPPP Maros. Enhancing leadership style, improving compensation, and developing employee competence can increase the operational effectiveness and efficiency of the organization.

Land Suitability Analysis For Brackishwater Aquaculture Development In In Morotai Island District

Land Suitability Analysis For Brackishwater Aquaculture Development In In Morotai Island District

IMMUNOSTIMULANT EVALUATION OF NEEM LEAVES AGAINTS NON-SPECIFIC IMMUNE OF TILAPIA INFECTED BY A. hydrophila

The aim of this study was to find out how neem leaf extract affected the immune systems of Tilapia (O. niloticus) that had A. hydrophila in their bodies. This included looking at its phytochemistry, antibacterial properties, bioactive compounds, and ability to make the immune system stronger. The extraction uses methanol. The phytochemical test of neem leaf extract includes flavonoids, alkaloids, tannins, saponins, and triterpenoids. We obtained the isolate A. hydrophila from the Jepara Brackish Water Aquaculture. Before use, we store these bacteria in Trypticase Soy Agar (TSA) media at 4 oC and Trypticase Soy Broth (TSB) subcultures. re use. Test antibacterial using published We confirmed flavonoids, tannins, saponins, and triterpenoids through phytochemical tests. firmed. The test against A. hydrophila bacteria found that 100% of the extract was the most effective concentration at stopping the growth of A. hydrophila bacteria. After feeding A. hydrophilla bacteria to Tilapia (O. niloticus), the extract of neem leaf (A. indica) significantly boosted the immune system. bserved.

PEMANFAATAN POTENSI AGROMARITIM KOTA BATAM UNTUK KESEJAHTERAAN MASYARAKAT REMPANG

This article intends to review agromaritime potential within the scope of aquaculture, capture fisheries and fisheries processing in Batam City where Rempang Island is located. Only a small portion of this potential has been used by the community. This article hopes that it can be compatible and give a new perspective to the Program Strategis Nasional (PSN), or become an alternative to other development programs if the PSN is suspended. Batam City's agromaritime sector has high economic potential. From aquaculture alone, the economic potential is estimated at IDR 2.62 trillion/year, originating from mariculture production, brackish water aquaculture and freshwater aquaculture. This development potential is faced with issues and problems of human resource capacity (fish farmers) and institutions, the availability of production inputs, especially feed and seeds at the right time, right quantity, right quality, and right price (4T), and the decline in water quality due to physical industrial development. The recommendation for the Batam City Government is to prioritize development of the agromaritime industry, especially aquaculture, capture fisheries and fisheries processing. This sector is more in line with the socio-culture of the local community and is thought to be more sustainable, apart from making a very high economic contribution. This sector is believed to be able to provide prosperity to the community and financial income to the city government and central government.

On-site colorimetric determination of pH in brackish water aquaculture

Purpose This study aims to describe on-site determination of pH in aquaculture using a portable colorimeter. Design/methodology/approach A basic and inexpensive portable colorimeter having light sources of different wavelength has been optimized for the determination of pH. A chromic reagent is optimized to develop colors depending on different pHs. Then, the color is measured using portable colorimeter in terms of resistance. Using the resistance to absorbance relationship, the resistance values are converted to absorbance. The performance of the developed colorimetric system is compared with commercially available colorimeter and pH meter. Eighty brackish water aquaculture samples were tested using the developed colorimetric system to check its adaptability in aquaculture farms. Findings A chromic reagent optimized in this study exhibited linear relationship with the pH changes of pH standards. Portable colorimeter having three different light sources is optimized using this chromic agent for determination of pH. Colorimeter possessing yellow light revealed more linear results than the others. The developed colorimetric system determines the pH of aquaculture water with an accuracy of ±0.14 in comparison with commercial colorimeter at the pH range of 6.0−9.0. Originality/value pH plays a pivotal role in aquaculture, impacting not only productivity but also profitability. The colorimetric system introduced in this research is promising for pH measurement in the field of brackish water aquaculture. The on-site pH assessment facilitated by this colorimetric system holds significant potential for adoption within the aquaculture sector, owing to its precision, portability, simplicity of use and user-friendly nature.

Feeding ecology analysis of sand lobsters (Panulirus homarus)

This research is scheduled to take place from May to August 2022 at the Marine and Brackish Water Aquaculture Fisheries Center in West Sumatra. The method employed will be observation, which entails monitoring the eating behavior of lobsters and their feeding schedule every time food is provided within a 24-hour timeframe. Data pertaining to lobster eating behavior will be analyzed descriptively based on these observations. Throughout the research, various feeding activities of sand lobsters were documented. The observational results indicated that the lobster feeding process remained consistent. The lobster typically initiates the process by gripping the food with its claws and feet, subsequently breaking it into smaller pieces with its claws, and then placing these fragments into its mouth. As the lobster tears apart the food, the next step involves transferring it to the mouth using the nearest upper and lower jaws. In light of this research, it can be inferred that lobster feeding behavior encompasses the following steps: firstly, the lobster approaches the food after spotting it; secondly, lobsters employ their claws to grasp the food; and finally, lobsters tear and ingest the food. Lobster feeding activities are most commonly observed between 6:00 PM - 10:00 PM and 10:00 PM - 2:00 AM.Keywords: eating behavior; lobster; Lobster feeding schedule.

A landscape in turmoil: characterizing the multi-decadal growth trajectory of brackishwater aquaculture in Medinipur Coastal Plain, India

The spatio-temporal growth trajectory of coastal brackishwater aquaculture (CBA) in the coastal tracts of Purba Medinipur, India and its impending repercussions on the immediate environs, was primarily assessed in this study through application of geostatistics, landscape metrics, and geospatial technologies. Three Community Development (CD) Blocks, namely, Contai-I, Deshapran, and Ramnagar-II were considered to analyze the growth pattern of the area under CBA. Landsat datasets of the assessment years (1991, 2001, 2011, 2021, and 2023) were used to prepare the land use/ land cover (LULC) maps and to derive pertinent landscape metrics of patch and class levels for this region. This brought forward a highly fragmented and dispersive spatial concentration of the CBA farms in the entire study area. Additionally, Census Village-wise growth pattern of CBA was analyzed by conducting a spatial autocorrelation analysis which depicted prominent clustering of villages with a higher concentration of CBA. Results showed that there has been an incessant growth of CBA in the last three decades, however, a sharp drop has been recorded owing to recurrent bouts of diseases, swelling production costs, and a sharp drop-in market rate. The nature of growth and/ or decay of the CBA was predicted for the year 2025 using Cellular Automata and Artificial Neural Network (CA-ANN) model. After careful calibration and validation, the model projected further lessening of the CBA area along with a continued expansion of abandoned aquaculture. Accordingly, ecologically viable livelihood alternatives and environmentally sustainable management measures were suggested for the efficient monitoring of these highly fragile tropical ecosystems.

PERFORMA REPRODUKSI IKAN BANDENG (CHANOS CHANOS FORSSKAL) SKALA HATCHERY

Milkfish (Chanos chanos Forsskal) is a food fish that is spread across several regions in Indonesia. Milkfish is quite high in protein, making the digestive process easier for the body when consumed by people of all ages. This causes an increase in demand for this fish on the market, both in local and international markets. This increase in production causes demand for seeds to also increase. However, this request often cannot be fulfilled. This is because the availability of seeds is limited. This research aims to determine the reproductive performance of hatchery scale milkfish. This research activity was carried out in March-April 2023 at the Center for Brackish Water Aquaculture Fisheries (BBPBAP) Jepara, Central Java. The data collection techniques used in this research were descriptive methods and field observations. The results obtained were milkfish hatchery activities including broodstock rearing, handling eggs, checking water quality, enriching broodstock feed, feeding broodstock, as well as larval rearing activities until harvest. Milkfish have euryhaline properties, can spawn more than once a year with an average number of eggs &gt;200,000 eggs for each spawning

Coastal Aquaculture in the Indian Sundarban: Evaluating Production Economics and Farmers Perception of Mangrove Ecosystem Benefits

Abstract: Expansion of shrimp-based aquaculture in Sundarban is one of the major causative factors for the degradation of mangroves though has proven positive impact on aquaculture. In order to understand the perception of the local coastal community on the contribution of Mangrove Ecosystem Service in brackish water aquaculture in Indian Sundarban, a situational analysis was carried out in 2019-2020 with 30 farmers of Kultali block under South 24 Parganas district of West Bengal. Based on the descriptive and inferential statistical analysis of the data collected from aquaculture pond owners, it was observed that the smaller farms, located in the vicinity of the mangroves (&lt;50 mts from the mangrove creek) showed significant benefits through higher yield and lower operational costs. The results also showed that the farmers were not adequately aware of ecosystem benefits and the need to conserve mangroves for sustainable pond-based aquaculture.

A Comparison of Resources Usage for Two White-Leg Shrimp (Penaeus vannamei) Farming Systems (Earthen Pond System and Round Tank System)

Shrimp farming plays an important role in providing nutritious food and generating livelihoods for many millions of people worldwide. Asia is the biggest producer of shrimp contributing nearly 80% of the global shrimp aquaculture production. Black tiger shrimp (Penaeus monodon) is the main brackish water aquaculture species in Sri Lanka before 2018. White-leg shrimp (Penaeus vannamei) was a new species that was introduced in 2018 expecting a rapid increase in production in the country. Shrimp farming is classified into several categories: extensive, semi-intensive, intensive, and super-intensive based on the intensity of management practices such as stocking density, supply of feed and fertilizer, and management of water qualities. The round tank system is round-shaped and is a type of lined pond that uses an impermeable geomembrane for the retention of water. It belongs to the super-intensive category. The earthen pond is a water body that is basically enclosed by the earth. It belongs to the intensive category. The purpose of this study was to assess the amounts of land, water, and energy required per ton of harvested shrimp in two different production systems and identify the most sustainable system that is used minimum natural resources. The round tank system is located in the Erukkalampiddy area in the Mannar district, Sri Lanka. The earthen pond system is located in the Maikkulama area in the Puttalam district, Sri Lanka. Data on water usage, electricity usage, land area usage, and weight of harvested shrimp were collected during two cycles of production from August 2021 to May 2022. The t-tests were performed to compare resource usages. Land usage of the earthen pond system (950.00 m2/t shrimp, 1266.67 m2/t shrimp) is significantly greater than the round tank system (190.77 m2/t shrimp, 139.33 m2/t shrimp). Water usage of the earthen pond system (950.00 m3/t shrimp, 1266.67 m3/t shrimp) is significantly greater than the round tank system (190.77 m3/t shrimp, 139.33 m3/t shrimp). Energy usage of the round tank system (473.84 kWh/t shrimp, 591.46 kWh/t shrimp) is significantly greater than the earthen pond system (119.91 kWh/t shrimp, 154.78 kWh/t shrimp). It concludes that less land and water resources and high energy usage are required for a round tank system compared to an earthen pond system. Although establishing a round tank system will need more capital, compared to that of an earthen pond system, it is evident that the round tanksystem is more environmentally sustainable. &#x0D; Keywords: Shrimp farming, Round tank system, Earthen pond system, White-leg shrimp (Penaeus vannamei)

Optimizing aeration efficiency and forecasting dissolved oxygen in brackish water aquaculture: Insights from paddle wheel aerator

BackgroundAquaculture relies significantly on effective aeration systems to ensure optimal conditions for aquatic organisms. This 96-day study investigates the dynamic relationship between Oxygen Transfer Rates (OTR) and seasonal variations, with a specific focus on the impact of seasonal dynamics and the placement of paddle wheel aerators. The study recognizes the pivotal role of Total Dissolved Solids (TDS) and Total Suspended Solids (TSS) as key water quality parameters influencing aeration efficiency. MethodologyA series of water circulation experiments were conducted at regular intervals to assess mixing rates, revealing a nuanced trajectory ranging from 27.05 to 14.22 m³/kWh. The study scrutinized the influence of TDS and TSS on these rates. Additionally, water velocity variations, ranging from 0.45 to 1.67 m/s, were examined, highlighting density-dependent changes, particularly evident post four weeks of operation. Oxygen stratification analysis provided insights into deviations in Dissolved Oxygen (DO) concentrations, with particular attention to climatic aberrations. Rigorous statistical analyses, including chi-squared, Pearson correlation, Gaussian distribution checks, and student's t-tests, validated the methodological robustness and data reliability. Significant findingsEmploying a Seasonal Auto Regressive Integrated Moving Average (SARIMA) model, the study achieved a remarkable 97 % accuracy in forecasting DO levels for the subsequent 96 days. Real-time validation, complemented by a Chi-square goodness of fit test, reaffirmed the model's reliability, establishing congruence between observed and forecasted values. This research underscores the critical roles of strategic aerator placement and seasonal considerations in optimizing pond aeration efficiency, providing substantive insights for the sustainable management of aquaculture ecosystems.