Assessment of water and soil quality parameters in earthen ponds of vannamei shrimp at Ankola, Uttara Kannada district, Karnataka
Abstract
The present study was carried out assess the water, soil quality parameters and health status of selected earthen ponds of Litopenaeus vannamei (white leg shrimp) situated at Fisheries Research and Information Center (Marine), Bela, Ankola, Uttara Kannada district of Karnataka over a culture period. Physico-chemical parameters of water and soil were analysed by standard methods. The study was conducted during the period of March-June (P1 and P2). The results indicated that some parameters with slight deviation compared with the optimal water quality values. Soil quality and pond bottom soil processes, as well as the association between ponds soil and water, are important for fish or shrimp growth. Water and sediment quality play an important part in enhancing the pond's overall production. The water quality parameters namely temperature, pH, alkalinity, salinity, DO, BOD, TSS, TDS, NH3-N, NO2-N, NO3-N, PO4-P and SiO3-Si were found to vary from 28.5-34.0° C, 7.8-8.2, 73-115 ppm, 14-34 PSU, 4.07-8.95 mg/l, 2.03-6.10 mg/l, 0.032-0.21 g/l, 18.23-67.04 g/l, 0.25-10.48 µg-at/l, 0.20-1.52 µg-at/l, 0.06-6.57 µg-at/l, 0.17-2.31 µg-at/l and 7.63-90.80 µg-at/l respectively. The soil parameters comprising of temperature, pH, organic carbon, texture ranged from 29.0-34.5°C, 7.4-8.4, 0.26-1.38%, Sand:59.51-86.45%; Clay:1.30-2.45%; Silt:11.55-38.04%, respectively. The results of health status analysis showed negative for commonly tested viruses namely WSSV, MBV, IHHNV, HPV and EHP due to good pre-stocking management practices. By adopting better management practices, the production could be increased. Thus, with the ideal range of water and soil parameters, there exists a great potential for brackish water shrimp farming in the Uttara Kannada district of Karnataka.
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Introduction
Brackish water aquaculture presents significant potential in India, which has an estimated 11.9 lakh hectares of brackish water area, of which only 1.02 lakh hectares are currently under utilization (Krishnan et al., 2014) [25] . In 2019, India produced 7.5 lakh tonnes of shrimp, with Litopenaeus vannamei contributing 7.11 lakh tonnes (CIBA, 2019) [15] . Whiteleg shrimp (L. vannamei) is the dominant farmed species and a commercially important crustacean (Ackefors, 2009) [2] . Native to the Eastern Pacific coast, it thrives in tropical marine waters where temperatures exceed 20 °C year-round. Shrimp is a globally popular seafood and a rich source of protein, with 100 g of cooked shrimp providing approximately 21 g of protein (FDA, 2008; Mahmoud, 2009) [21,31] . The intensification of shrimp pond culture has necessitated the adoption of strict pond management practices to prevent disease outbreaks and maintain water quality, which are critical for consistent production. Key water quality parameters influencing shrimp behavior and growth include temperature, salinity, dissolved oxygen, pH, alkalinity, total hardness, nutrients, primary productivity, and the abundance of phytoplankton, zooplankton, and heterotrophic bacteria (Boyd and Green, 2002) [12] . A healthy aquatic environment and sufficient plankton production are essential for successful pond culture. While water is the primary medium supporting aquatic life, soil plays a critical role in water retention and nutrient cycling, releasing nutrients into the overlying water through chemical and biochemical processes to sustain biological productivity.
Shrimp culture faces multiple challenges, including viral and bacterial diseases such as White Spot Syndrome Virus (WSSV), Monodon Baculovirus (MBV), Infectious Hypodermal and Hematopoietic Necrosis Virus (IHHNV), Enterocytozoon hepatopenaei (EHP), Hepatopancreatic Parvovirus (HPV), White Feces Syndrome (WFS), Loose Shell Syndrome and Black Gill Disease (BGD). Additional constraints include limited availability of quality seeds, price fluctuations, environmental pollution, antibiotic residues, climate change, and crop failures due to poor management. To address these challenges, the adoption of Better Management Practices (BMPs) and biosecurity protocols is essential for sustainable shrimp farming (Babu et al., 2013) [6] . Poor pond preparation and inadequate water quality management have been linked to outbreaks of diseases such as white feces and white spot disease, emphasizing the need for increased awareness and capacitybuilding among farmers. L. vannamei culture has expanded rapidly over the past three decades, significantly contributing to the aquaculture sector, with production expected to double by 2030 (FAO, 2016) [20] . Despite its economic significance, systematic studies evaluating water and soil quality in L. vannamei ponds are limited. Therefore, the present study was undertaken to assess the water and soil quality parameters of earthen shrimp ponds at the Fisheries Research and Information Centre (Marine), Bela, Ankola, Uttara Kannada District, Karnataka, with the aim of providing baseline data to support sustainable and productive L. vannamei shrimp culture.
Materials and Methods
Study area: The present study was carried out in the Litopenaeus vannamei culture ponds of Ankola, Uttara Kannada District, Karnataka. Two shrimp ponds belong to the Fisheries Research and Information Center (Center (Marine), Ankola and Keni Creek1 water were studied water source was drawn from Keni Creek for FRIC (M) ponds during high tide. The present study was carried out for one complete culture cycle, from stocking of the shrimp seed to harvesting. The stocking density of Litopenaeus vannamei shrimp seed in each pond was 60, 000 No's/ha and the total culture period was 115 days. The coordinates of the locations of two shrimp culture ponds and Creek 1 are mentioned in Table 1. The satellite images and experimental shrimp ponds P1 & P2 at FRIC (M), Ankola are depicted in Map 1 and Photos 1&2 respectively.
P1 P2
Sampling and analysis Fortnightly samples were collected during morning hours. Parameters such as air temperature, water temperature, salinity, water pH and sediment temperature were measured in-situ. Water and sediment samples were collected and carried to the laboratory for further analyses. Water temperature, pH and salinity were measured using standard mercury thermometer, pocket pH meter (Hanna) and handheld refractometer respectively. Water samples were collected from the shrimp ponds for the analysis of dissolved oxygen, ammonia-nitrogen and alkalinity was performed in the laboratory as per the standard methods (APHA, 2017) [5] . For dissolved oxygen analysis, water samples were collected in glass bottles of 125 ml capacity and fixed on the field using Winkler's reagents. For the estimation of ammonia-nitrogen, 50 ml of water sample was collected in clean amber-colored glass bottles (125 ml capacity) and fixed in the field by following the phenolhypochlorite method (Parsons et al., 1989) [33] . For the nutrients analysis, surface water samples were collected in clean polythene bottles and kept immediately in an icebox and transported to the laboratory and the water samples were filtered and analysed for nitrite-nitrogen, nitratenitrogen, phosphate-phosphorous and silicate-silicon by adopting standard procedures. Sediment organic carbon was determined by the El-Wakeel and Riley method (1957) [19] and the values were expressed as % of organic carbon. Sediment samples were weighed and wet sieved through a 0.0625 mm sieve to separate sand from silt and clay fractions. The sand fractions were dried, weighed and percentage was determined. Further, the percentages of silt and clay were determined by employing pipette analysis (Buchanan and Kain, 1971) [14] . [29,26] .
Statistical analysis
The simple correlation was determined between various water and soil parameters such as water temperature, pH, salinity, dissolved oxygen, biological oxygen demand, total alkalinity, total hardness, total suspended solids, total dissolved solids, ammonia, nutrients, sediment temperature, sediment pH, sediment organic carbon and sediment texture.
Results
Physico-chemical characteristics of water
The research stations two shrimp ponds and source water samples were analysed for selected physico-chemical parameters for every fortnight during culture period (summer crop). The variations in water quality and soil characteristics during cultured period of Vannamei shrimp ponds are given in Table 2. The health status analysis of experimental shrimp samples is shown in Table 3. The significant correlation coefficient between water quality and soil parameters in P1 and P2 shrimp ponds are presented in Table 4. Air, water and sediment temperatures of selected earthen shrimp ponds were shown in .854 **(P1) .832 **(P2)
.945 **(P1) .951 **(P2) -.750 **(P1) TSS -.593 *(P1) NO2 -.830 **(P1) -.770 **(P2)
-.643 *(P1) -.754 **(P1) -.776 **(P2)
-.658 *(P1) -.624 *(P2) .678 *(P1) NO3
.661 *(P2) .700 *(P1) .738 *(P1) .797 **(P1) PO4 -.660 *(P1) .684 *(P2) .669 *(P2) .650 *(P1) .733 *(P2) .757 **(P1) .863 **(P2) .731 *(P1) SiO3
.603 *(P2) ST .932 **(P1) .901 **(P2)
.665 *(P1) .803 **(P2) -.658 *(P1)
.757 **(P1) .822 **(P2) -.615 *(P1) SOC -.613 *(P2) -.645 *(P2) -.693 *(P1) AT-air temperature, WT-water temperature, SAL-salinity, WpH-water pH, ALK-total alkalinity, DO-dissolved oxygen, BOD-biological oxygen demand, TDS-total dissolved solids, TSS-total suspended solids, NH3-ammonia, NO2-nitrite, NO3-nitrate, PO4-phosphate, SiO3silicate, ST-sediment temperature, SOC-sediment organic carbon. Note: *. Correlation is significant at the 0.05 level **. Correlation is significant at the 0.01 level
Discussion
Water, sediment and soil quality are fundamental determinants of shrimp pond productivity, influencing growth, survival, and overall pond ecosystem health. The physico-chemical and nutrient parameters assessed in the experimental shrimp ponds provide insights into pond dynamics, crop period variations, and management effectiveness. Temperature: Temperature is a critical factor affecting water quality and metabolic activity of aquatic organisms. During the study, air and water temperatures ranged from 27-33.5 °C and 28.5-34.0 °C, respectively, with sediment temperatures ranging from 29-34.5 °C. Maximum water and sediment temperatures were observed during May, coinciding with high solar radiation and low water depth, which increased thermal conductivity. Elevated temperatures influenced bacterial load and microbial activity, consistent with Abdelrahman et al. (2018) [1] who noted that deviations in air temperature can directly alter water temperatures. Temperature regulates shrimp feeding, metabolism, and growth, where higher temperatures can increase specific growth rates if food supply is adequate (Brett, 1979; Talbot, 1993) [13,39] . The observed temperature range supports optimal metabolic activity in Litopenaeus vannamei ponds, aligning with previous studies in Indian shrimp farms (Priyadarsani and Abraham, 2016; Govindasamy et al., 2000) [35,22] . Water pH: Water pH, reflecting acidity or alkalinity, is vital for maintaining pond health and controlling chemical reactions. In the FRIC (M) ponds, water pH ranged from 7.8-8.2 in P1 and P2, and 7.1-8.5 in Creek 1. These slightly alkaline values fall within the optimal range (6.5-8.5) for most aquatic organisms (Boyd, 2015) [11] corroborating observations from Priyadarsani and Abraham (2016) [35] and Chittem and Kunda (2017) [17] . Maintaining pH in this range supports enzymatic activity, shrimp physiology, and microbial decomposition processes essential for pond productivity. Sediment pH: Sediment pH significantly affects organic matter decomposition and nutrient cycling. In the study, sediment pH ranged from 7.4-8.4 in ponds and 7.7-8.4 in creek1 water, slightly higher than the optimal 6.5-7.5 (Banerjea, 1967) [7] . Elevated sediment pH is attributed to the application of calcium carbonate and dolomite to buffer pond water, promoting microbial activity and decomposition. Similar alkaline conditions have been reported in Andhra Pradesh and other coastal shrimp farms (Chittem and Kunda 2017; Priyadarsani and Abraham, 2016) [17,35] . Slightly alkaline sediment is favorable for aquaculture, enhancing nutrient availability and pond ecosystem stability (Schaeperclaus, 1933) [37] . Salinity and Total Dissolved Solids (TDS): Salinity and TDS are crucial for osmotic regulation in shrimp. Salinity in P1 and P2 varied from 14-35 PSU, with higher values during pre-monsoon due to evaporation and seawater intrusion, and lower values (14 PSU) during July due to precipitation dilution. These values are within the recommended 10-25 PSU range for shrimp culture (Chien, 1992; Boyd, 1995) [16,10] . TDS values mirrored salinity trends, ranging from 18.23-67.04 g/L, with peaks during summer months due to low rainfall and evaporation. The seasonal fluctuations in salinity and TDS reflect natural hydrological dynamics while maintaining suitable conditions for L. vannamei. Alkalinity: Alkalinity, an indicator of the water's buffering capacity and productivity, ranged from 73-115 ppm, within the optimum range for shrimp culture (Mazid, 2009) [32] . Adequate alkalinity supports molting, primary productivity, and carbon availability for phytoplankton (Raven et al., 2012) [36] , ensuring a stable culture environment. Dissolved Oxygen (DO) and Biochemical Oxygen Demand (BOD): Dissolved oxygen, essential for aerobic respiration, ranged from 4.07-8.95 mg/L in ponds and 4.88-8.14 mg/L in Creek 1, exceeding the minimum requirement of 2-4 mg/L (Law, 1988; Chien, 1992) [28,16] . BOD reflecting the biodegradable organic matter, ranged from 2.03-6.10 mg/L. Seasonal fluctuations in BOD were observed, with higher values during summer due to increased microbial activity and organic matter decomposition. Overall, DO and BOD values indicate good oxygen availability for shrimp growth and minimal pollution stress (Davies et al., 2008) [18] . Total Suspended Solids (TSS): TSS influences light penetration, oxygen availability, and nutrient dynamics. P1 and P2 exhibited TSS concentrations of 0.032-0.21 g/L, initially low, increasing mid-culture due to feed input and phytoplankton, and declining at the end of culture due to sedimentation and precipitation. The observed TSS was suitable for shrimp development and did not limit culture productivity (Lien and Giao, 2020) [30] . Nitrogenous Nutrients: Ammonia, Nitrite, and Nitrate: Ammonia levels were 0.25-10.48 µg-at/L, remaining below the recommended <0.1 mg/L for shrimp (Boyd, 1989; Chien, 1992) [9,16] , with higher concentrations toward the end of culture due to feeding and metabolic excretion. Nitrite ranged from 0.2-1.52 µg-at/L, slightly elevated during the rainy season but within safe limits (Smith and Russo, 1975; Molnar et al., 2013). Nitrate levels were 0.06-6.57 µg-at/L, influenced by organic matter accumulation and microbial nitrification, remaining well below toxic thresholds of <0.1 mg/L (Karthikeyan and Srimurali, 1995) [24] . These nitrogenous nutrient levels indicate effective pond management, preventing toxic accumulation while supporting primary productivity. Phosphorus and Silicate: Phosphate (PO₄-P) ranged from 2.25-2.31 µg-at/L in ponds, within the optimal range of 0.01-3.0 ppm (Precilla and Myrana, 1991) [34] , with higher values in Creek 1 during monsoon due to runoff. Silicate concentrations ranged from 7.63-90.8 µg-at/L, sufficient to support diatom growth and primary productivity, aligning with recommended thresholds (Kilham, 1986; Barua and Rahman, 2020) [27,8] . Controlled nutrient levels maintained a balanced planktonic community, supporting the pond food web. Sediment pH: Sediment pH influences nutrient cycling, microbial activity, and shrimp health. Acidified sediments (pH 6.0-7.0) can increase hemolymph osmotic pressure in shrimp, affecting growth, while optimal decomposition occurs at pH 6.5-7.5 (Banerjea, 1967) [7] . In FRIC (M) ponds, sediment pH ranged from 7.4-8.4, and Creek 1 water ranged from 7.7-8.4, slightly above the optimal range. This alkalinity likely results from routine liming with calcium carbonate and dolomite, which buffers pond systems and enhances microbial decomposition. Similar alkaline sediments were reported in Andhra Pradesh (Chittem and Kunda 2017) [17] and in inlet waters of shrimp ponds (Priyadarsani and Abhram, 2016) [35] . Slightly alkaline sediments are favourable for aquaculture, promoting nutrient availability and microbial activity (Schaeperclaus, 1933) [37] . Sediment organic carbon: Sediment organic carbon ranged from 0.26-1.38% at P1 and 0.45-0.83% at P2. While P1 fell within the optimal 1-3% range (Boyd and Green, 2002) [12] , P2 exhibited lower values, likely due to limited phytoplankton biomass or reduced feed deposition. Adequate organic carbon supports microbial activity, benthic organisms, and nutrient cycling, critical for sustaining shrimp growth (Ameeri and Cruz, 1992; Anna and Dinesh, 2021) [3,4] . Sediment texture: Soil texture analysis revealed coarse soils in both ponds: sandy loam (P1) and loamy sand (P2), with clay contents of 1.68-1.75%. Such coarse soils have higher seepage and lower intrinsic fertility compared to clay-rich soils, which can retain water and nutrients better (Boyd, 1995; Ilyas et al., 1987) [10,23] . Therefore, these ponds may be classified as lower in natural productivity, requiring supplemental water and nutrient management to optimize shrimp culture. Health status analysis: The threat of infections persisted due to inadequate implementation of biosecurity measures such as pond preparation, water filtering and disinfection before and after pumping water into the pond, failure to set up bird and crab fencing and obtaining seed from unregistered hatcheries that sell non-SPF seed (Siripong et al., 2016) [38] . The FRIC (M) experimental shrimp ponds (P1 and P2) showed negative results for all tested pathogens namely White Spot Syndrome Virus (WSSV), Infectious Hypodermal and Hematopoietic Necrosis Virus (IHHNV), Enterocytozoon heoatopenaei (EHP), Monodon Baculovirus (MBV) and Hepatopancreatic Parvo (HPV) viruses throughout the culture period, as effective biosecurity measures were implemented and the ponds were maintained without any dissolved oxygen (DO) problems.
Conclusion
The experimental shrimp ponds exhibited favorable water, sediment, and soil characteristics for L. vannamei shrimp culture. Physico-chemical parameters, nutrient levels, and sediment properties largely fell within optimal ranges, while soil texture and minor variations in organic carbon suggest the need for continued water management and supplementary inputs. Crop period variations influenced nutrient concentrations, dissolved solids, and water temperature, underscoring the importance of adaptive pond management practices. Health status analysis showed negative results for all tested pathogens throughout the culture period due to good pre-stocking management practices and effective biosecurity measures. Collectively, these results demonstrate that the FRIC (M) ponds provide a suitable environment for sustainable shrimp aquaculture.
Acknowledgement
AcknowledgmentsThe authors are grateful to the Director of Research, KVAFSU, Bidar, Karnataka and the Dean, College of Fisheries, KVAFSU, Mangaluru, Karnataka for providing necessary facilities to carry out research work. The authors are also thankful to the HOD, Department of Aquatic Animal Health Management, College of Fisheries, KVAFSU, Mangaluru, Karnataka for timely analysis of the health status of shrimp samples.
References
- Abdelrahman HA, Abebe A, Boyd CE. Influence of variation in water temperature on survival, growth and yield of Pacific white shrimp Litopenaeus vannamei in inland ponds for low-salinity culture. Aquaculture Research. 2018;50(2):658-672.
- Ackefors H. The evolution of a worldwide shrimp industry. World Aquaculture. 2009;40:46-55.
- Ameeri AAA, Cruz EM. Effect of sand substrate on growth and survival of Penaeus semisulcatus juveniles. Journal of Aquaculture in the Tropics. 1992;13:239244.
- Anna AT, Dinesh K. Feasibility study and seasonal variations in physico-chemical parameters of water and soil quality analysis and management of Litopenaeus vannamei shrimp farms in Kerala, India. International Journal of Fisheries and Aquatic Studies. 2021;9(6):113-119.
- American Public Health Association (APHA). Standard methods for the examination of water and wastewater. 23rd ed. Washington (DC): APHA; 2017.
- Babu YM, Ramudu KR, Dana SS, Dash G. An overview on Litopenaeus vannamei farming practices in India: current issues, problems and future perspectives. International Journal of Current Research. 2013;5(8):2118-2122.
- Banerjea SM. Water quality and soil condition of fish ponds in some states of India in relation to fish production. Indian Journal of Fisheries. 1967;14(12):115-144.
- Barua P, Rahman SH. Aquatic health index of coastal aquaculture activities at the south-eastern coast of Bangladesh. Water Conservation and Management. 2020;4(2):61-67.
- Boyd CE. Water quality management for pond fish culture. Amsterdam: Elsevier; 1989. p. 1-318.
- Boyd CE. Bottom soils, sediment and pond aquaculture. 1st ed. New York: Chapman and Hall; 1995. p. 1-348.
- Boyd CE. Water quality. Switzerland: Springer International Publishing; 2015. p. 1-243.
- Boyd CE, Green BW. Coastal water quality monitoring in shrimp farming areas: an example from Honduras. Consortium Program on Shrimp Farming and the Environment. 2002. p. 1-35.
- Brett TJ. Environmental factors and growth. Fish Physiology. 1979;8:599-675.
- Buchanan JB, Kain JM. Measurement of the physical and chemical environment. In: Holme NA, McIntyre AD, editors. Methods for the study of marine benthos. Oxford: Blackwell Scientific Publications; 1971. p. 3058.
- Chien YH. Water quality requirements and management for marine shrimp culture. In: Proceedings of the Special Session on Shrimp Farming. Baton Rouge (LA): World Aquaculture Society; 1992. p. 144156.
- Chittem PB, Kunda SK. Study on the quality of water and soil from Litopenaeus vannamei shrimp farming in coastal districts of Andhra Pradesh, India. International Research Journal of Environmental Sciences. 2017;6(8):1-6.
- Davies OA, Ugwumba AA, Abolunde DS. Physicochemistry and DO-BOD quality of Trans-Amadi (Woji) Creek, Port Harcourt, Niger Delta, Nigeria. Journal of Fisheries International. 2008;3(3):91-97.
- El-Wakeel SK, Riley JP. The determination of organic carbon in sediments. Analyst. 1957;82(973):142-148.
- Food and Agriculture Organization (FAO). The state of world fisheries and aquaculture 2016: contributing to food security and nutrition for all. Rome: FAO; 2016. p. 1-200.
- Food and Drug Administration (FDA). Seafood nutrition facts. 2008. Available from: https://www.fda.gov/Food/GuidanceRegulation/UCM0
- Govindasamy C, Kannan L, Azariah J. Seasonal variation in physicochemical properties and primary production in the coastal water biotopes of Coromandal Coast, India. Journal of Environmental Biology. 2000;21:1-7.
- Ilyas S, Cholik F, Poernomo A, Ismail W, Arifudin R, Daulay T. Technical guidelines for operating the tiger shrimp enlargement business unit. Jakarta: Fisheries Research and Development Center; 1987. p. 1-100.
- Karthikeyan J, Srimurali M. Environmental impact analysis statement and environmental management plan of a proposed aqua farm at Nellore, Andhra Pradesh. Indian Journal of Environmental Health. 1995;37:251264.
- Krishnan M, Shyam SS, Narayanakumar R, Barik N, Ponnusamy K. Brackish water aquaculture. Kochi: CMFRI; 2014.
- Karthikeyan K, Sharma A, Mekata T, Itami T, Sudhakaran R. Rapid and sensitive real-time loopmediated isothermal amplification for the detection of Enterocytozoon hepatopenaei in shrimp. Aquaculture. 2017;481:119-123.
- Kilham SS. Dynamics of Lake Michigan phytoplankton communities in continuous culture along a Si:P loading gradient. Canadian Journal of Fisheries and Aquatic Sciences. 1986;43:351-360.
- Law AT. Water quality requirements for Penaeus monodon culture. In: Proceedings of the Seminar on Prawn Farming in Malaysia. Serdang: Malaysian Fisheries Society; 1988. p. 53-65.
- Lightner DV, Redman RM. Shrimp diseases and current diagnostic methods. Aquaculture. 1998;164:201-220.
- Lien BTB, Giao NT. Quality of water and sediment in white-leg shrimp (Litopenaeus vannamei) ponds. International Journal of Environmental Agriculture and Biotechnology. 2020;5(5):1319-1328.
- Mahmoud BS. Effect of X-ray treatments on inoculated Escherichia coli O157:H7, Salmonella enterica, Shigella flexneri and Vibrio parahaemolyticus in readyto-eat shrimp. Food Microbiology. 2009;26(8):860-864.
- Mazid MA. Training manual on water quality management in shrimp farms. Dhaka: Bangladesh Quality Support Programme-Fisheries, UNIDO; 2009. p. 1-108.
- Parsons TR, Maitha Y, Lalli CM. A manual of chemical and biological methods for seawater analysis. New York: Pergamon Press; 1989. p. 1-173.
- Precilla FS, Myrana NB. Influence of stocking density and fertilization regime on growth, survival and gross production of Penaeus monodon juveniles in brackishwater ponds. Israeli Journal of Aquaculture - Bamidgeh. 1991;43(2):69-76.
- Priyadarsani L, Abraham TJ. Water and sediment quality characteristics of medium saline traditional shrimp culture system (Bheri). Journal of Fisheries. 2016;4(1):309-316.
- Raven JA, Giordano M, Beardall J, Maberly SC. Algal evolution in relation to atmospheric CO₂: carboxylases, carbon-concentrating mechanisms and carbon oxidation cycles. Philosophical Transactions of the Royal Society B: Biological Sciences. 2012;367(1588):493-507.
- Schaeperclaus W. Textbook of pond culture: rearing and keeping of carp, trout and allied fishes. Washington (DC): Fish and Wildlife Service, US Department of the Interior; 1993.
- Thitamadee S, Prachumwat A, Srisala J, Jaroenlak P, Salachan PV, Sritunyalucksana K, et al. Review of current disease threats for cultivated penaeid shrimp in Asia. Aquaculture. 2016;452:69-87.
- Talbot C. Some aspects of the biology of feeding and growth in fish. Proceedings of the Nutrition Society. 1993;52(3):403-416.
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