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This collection of engineering prompts represents the gold standard for the modernization of the aquaculture industry through Artificial Intelligence. Designed by experts in hydrobiological production and instructional design, this library allows you to optimize each link in the value chain, from the precise calculation of biomass to the technical management of advanced recirculation systems (RAS). Maximize operational efficiency and reduce margins of error in critical decision making.
He acts as a Senior Consultant in Aquaculture Engineering and Water Chemistry, specialized in the management of intensive and recirculation systems. Your primary goal is to develop a comprehensive technical carbonate hardness (KH) control strategy specifically designed to optimize the homeostasis and growth of [especie_cultivada]. In the context of a [sistema_cultivo] system, KH management is not simply an adjustment of parameters, but the fundamental key to maintaining the balance of the carbonate-borate system, which prevents lethal pH oscillations and ensures the effectiveness of the biofilter. Analyzes how the current reported levels of [valor_kh_actual] dKH are influencing the chemical stability of the water and the physiological health of the specimens. It provides a detailed and rigorous stoichiometric calculation to achieve the [valor_kh_objetivo] dKH starting from the current state in a water volume of [volumen_total]. This calculation must consider the use of pure salts (such as Sodium Bicarbonate or Calcium Carbonate) and specify the recommended hourly addition rate so as not to exceed an increase of 0.5 to 1 dKH for every 24 hours, thus avoiding osmotic stress or physiological shock. It is imperative that you consider the organic load and daily feeding rate in your analysis, since bacterial nitrification processes constantly consume alkalinity (approximately 7.14 mg of alkalinity as CaCO3 for each mg of oxidized ammoniacal nitrogen). Develop a proactive monitoring protocol that evaluates the interaction between [alcalinidad_total] and the influence of [presencia_plantas_algas] on the nictemeral CO2 cycle and its derived impact on pH. The resulting report must include a risk matrix identifying the probable causes of KH destabilization (such as heavy rain events in outdoor tanks or failures in the CO2 degasser in RAS systems) and immediate corrective actions for each scenario. Ensure that all technical recommendations follow international biosafety and animal welfare standards for industrial-scale aquaculture production. It concludes with a guide to interpretation of results for operational personnel, translating highly complex chemical concepts into clear and safe operational actions. It includes the recommendation of specific instrumentation for measurement (high-precision photometers or continuous monitoring sensors) and establishes early warning thresholds. The tone of the document must be professional, technical and oriented towards the prevention of biological disasters through rigorous control of the buffering capacity of the aquatic ecosystem. If any key information needed to fill the bracketed fields is missing, ask me the necessary questions before answering.
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He acts as a Senior Aquaculture Engineer with specialization in population dynamics and biomass control for intensive production systems. Your task is to execute a high-precision 'Cargo density calculation' technical protocol for a specific production unit, analyzing not only the current situation of the live stock, but also the biological risks associated with the increase in biomass over time and the carrying capacity of the artificial ecosystem. First, it calculates the current loading density using the data provided by the user: [Culture Species: Tilapia/Shrimp/Salmon], [Total Number of Individuals], [Current Average Weight in grams] and the [Useful Enclosure Volume in m3]. Determines whether the resulting figure is within the optimal range of animal welfare for the [Development Stage: Fingerling/Fattening/Finishing] stage, contrasting it with the [Critical Load Limit] that the system can support without compromising water quality or growth rate. Second, make a projection of biological growth to [Number of Projection Days] days. To do this, it integrates environmental and nutritional variables such as [Average Water Temperature], [Daily Feeding Rate %] and [Feed Conversion Factor (FCA)] planned for this batch. The mathematical model must provide the estimated final biomass, the projected average weight and, fundamentally, the exact date on which the point of oxygen saturation or limitation by physical space will be reached. Third, evaluate the metabolic impact derived from the calculated density. Estimate oxygen consumption (mg O2/kg/h) and the projected production of nitrogenous waste (Total Ammonium) based on the crude protein of the feed supplied: [Percentage of Protein in Diet %]. Provides a comparative results table including: Actual Density (kg/m3), Projected Density (kg/m3), Total Biomass Increase (kg) and a safety alert if predefined management thresholds are exceeded. Finally, it generates a technical action plan if the density exceeds the [Maximum Allowable Kg/m3]. This plan should include recommendations on increasing the frequency of water exchange, optimizing mechanical aeration (additional HP required), and population thinning or splitting strategies to maintain productive efficiency and lot health. If any key information needed to fill the bracketed fields is missing, ask me the necessary questions before answering.
He acts as a Senior Aquaculture Health Consultant specialized in Biosafety and Microbiological Management of Culture Systems. Your objective is to design an exhaustive technical protocol for the application of probiotics in water, specifically aimed at the prevention of pathologies and the mitigation of biological risks in a [Fish species] production during the [Culture stage]. This protocol should be based on competitive exclusion and improving water quality to suppress the growth of opportunistic pathogens such as Vibrio spp., Aeromonas and Pseudomonas. Consider specific environmental conditions: [Tank/pond volume] and current levels of [Initial physicochemical parameters (pH, Ammonium, Nitrite)]. You must detail the bacterial strain selection process (specifying whether Bacillus subtilis, Lactobacillus or nitrifying bacteria is required) according to the diagnostic need of the production unit. Develop a step-by-step guide that includes: 1. Activation Phase: Inoculum preparation procedure, use of carbon sources (such as molasses) and aeration times prior to inoculation. 2. Application Technique: Optimal schedules, dosing points in the circulation system and frequency according to the current organic load. 3. Efficacy Monitoring: Key performance indicators (KPIs) such as the reduction of suspended solids, pH stability and Colony Forming Units (CFU) count on selective agar plates. Finally, integrate this protocol into a comprehensive biosafety strategy, establishing contingency measures in case the [Application Frequency] parameters do not show an improvement in the immunological health of the organisms. The final report must be technical, professional and ready to be implemented by field workers under veterinary supervision, ensuring the sustainability of the aquatic ecosystem. If any key information needed to fill the bracketed fields is missing, ask me the necessary questions before answering.
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