Present scenario of marine ornamental fish trade in India captive breeding, culture, trade and management strategies

The marine ornamental fish industry has been expanding rapidly in recent years. The global annual marine om a me n fa I trade as at present is estimated at US$ 200 - 330 million. Nearly 98"/0 of the marine omamental fish species marketed are from the wild collected mainly from coral reefs of tropical developing countries

Seed production of marine ornamental fishes for trade

The marine ornamental fish industry has been expanding in recent years and the global marine ornamental fish trade is estimated at US $ 200-330 million. Nearly 98% of the marine ornamental species marketed are wild-collected mainly from coral reefs of tropical developing countries

A robust sequential hypothesis testing method for brake squeal localisation

This contribution deals with the in situ detection and localisation of brake squeal in an automobile. As brake squeal is emitted from regions known a priori, i.e., near the wheels, the localisation is treated as a hypothesis testing problem. Distributed microphone arrays, situated under the automobile, are used to capture the directional properties of the sound field generated by a squealing brake. The spatial characteristics of the sampled sound field is then used to formulate the hypothesis tests. However, in contrast to standard hypothesis testing approaches of this kind, the propagation environment is complex and time-varying. Coupled with inaccuracies in the knowledge of the sensor and source positions as well as sensor gain mismatches, modelling the sound field is difficult and standard approaches fail in this case. A previously proposed approach implicitly tried to account for such incomplete system knowledge and was based on ad hoc likelihood formulations. The current paper builds upon this approach and proposes a second approach, based on more solid theoretical foundations, that can systematically account for the model uncertainties. Results from tests in a real setting show that the proposed approach is more consistent than the prior state-of-the-art. In both approaches, the tasks of detection and localisation are decoupled for complexity reasons. The localisation (hypothesis testing) is subject to a prior detection of brake squeal and identification of the squeal frequencies. The approaches used for the detection and identification of squeal frequencies are also presented. The paper, further, briefly addresses some practical issues related to array design and placement. (C) 2019 Author(s)

Captive Breeding and Seed Production of Marine Ornamental Fishes of India

The marine ornamental fishes are one of the most popular attractions in world wide due to their adaptability to live in confinement. Over the past decade, globally the marine aquarium industry has undergone a significant transformation and this industry is readily growing day by day due to their high commercial value

A New Paradigm for Development of Data Imputation Approach for Missing Value Estimation

Many real-world applications encountered a common issue in data analysis is the presence of missing data value and challenging task in many applications such as wireless sensor networks, medical applications and psychological domain and others. Learning and prediction in the presence of missing value can be treacherous in machine learning, data mining and statistical analysis. A missing value can signify important information about dataset in the mining process. Handling missing data value is a challenging task for the data mining process. In this paper, we propose new paradigm for the development of data imputation method for missing data value estimation based on centroids and the nearest neighbours. Firstly, identify clusters based on the k-means algorithm and calculate centroids and the nearest neighbour data records. Secondly, the nearest distances from complete dataset as well as incomplete dataset from the centroids and estimated the nearest data record which tends to be curse dimensionality. Finally, impute the missing value based nearest neighbour record using statistical measure called z-score. The experimental study demonstrates strengthen of the proposed paradigm for the imputation of the missing data value estimation in dataset. Tests have been run using different types of datasets in order to validate our approach and compare the results with other imputation methods such as KNNI, SVMI, WKNNI, KMI and FKNNI. The proposed approach is geared towards maximizing the utility of imputation with respect to missing data value estimation

Breeding, larval rearing and seed production of maroon clown Premnas biaculeatus under captive conditions

The maroon clown Premnas biaculeatus is the sole member in the genus Premnas. P. biaculeatus is commonly known as 'Spine-Cheek Anemone fish' because of the presence of a pair of long spines on its pre-operculum. In India, this species is abundant in the coral reef ecosystem of Andaman and Nicobar Islands situated in Bay of Bengal. Their most striking bright red to maroon colouration on entire body and fin, demarcated abruptly with white to golden yellow narrow bands make them as one of the most attractive species among the marine ornamental clown fishes. Most of the salt water ornamental fishes are collected from the wild and hence there is a serious concern in respect of their conservation. Recent studies also showed that wild collected specimens have a dismal survival history in captivity, whereas captivebred clownfish are generally hardier, more disease free, easily adjust to life in aquaria and retain normal colouration. Due to the very high demand of the species in the aquarium fish trade, development of an appropriate technology for its captive production is felt as an alternative means of providing fish for the trade rather than wild collection which may cause depletion of the stocks. In this juncture, a viable technique has been developed in the marine hatchery of CMFRI, Kochi for the captive breeding and juvenile production of P. biaculeatus for the first time in India

Marine Ornamental Fish Culture – Package of Practices

In recent years, the trade of marine ornamentals has been expanding and it is estimated that 1.5 – 2.0 million people worldwide keep marine aquaria and the value of annual marine ornamental trade is estimated to range between US$ 200 – 330 million. Almost the entire trade is contributed by collections from coral reef habitats which raises doubts regarding its sustainability. The damaging techniques such as use of sodium cyanide are non selective methods used to capture fish and they adversely affect the health of the fish and kill the non target organisms. The over harvesting of target organisms is another aspect of concern. In addition there are high levels of mortality associated with insensitive shipping and poor husbandry practice

Broodstock development, breeding and seed production of selected marine food fishes and ornamental fishes

In recent years the contribution of marine finfish in the global aquaculture production has been steadily increasing. Marine food fishes like groupers, snappers, siganids, pompano, cobia and ornamental fishes have great potential for domestic and export trade

Larvi-feed Culture for Seed Production of Ornamentals Fishes

Marine ornamental fish production is considered as one of the most important trade in international markets. In the captive production system, the larval rearing of aquatic organisms is an indispensable step and it heavily relies on the supply of suitable live feed organisms

Analysis of Factors Responsible For of Work Stress In Chemical Industries In Kerala, India

This study examines the influence of factors responsible for work stress among the employees in the chemical industries in Kerala, India. The sample size of the subjects selected for the study consists of 75 Engineers, 110 Supervisors and 675 Workers in the selected chemical industries in kerala ,India. Seven factors were identified with the existing literatures, and in consultation with safety experts for the evaluation of work stress. The instrument developed by using these factors had validity, unidimensionality and reliability. The response rate was 81.3%. It is observed that existence the factors responsible for work stress among all the categories of employees in these industries