eChapters

Introduction

“Quality” of fish refers to the aesthetic appearance and freshness or degree of spoilage which the fish has undergone or involves safety aspects such as being free from harmful bacteria, parasites or chemicals. “Quality’’ is a term which must be defined in association with an individual product type. For example, it is often thought that the best quality fish is the one which is consumed within the first few hours of post mortem. However, very fresh fish which are in rigor mortis will be of hard texture and difficult to fillet and skin are often unsuitable for smoking or drying. Thus, for the processor, a slightly older fish which have passed through the rigor process are more desirable.

Introduction

The role of knowledge management as the key source for competitive advantage in our organizations has become a hotly debated topic. Indeed, it is a core competency for creating competitive advantage. In this environment that knowledge management is vital, therefore, at first we should determine knowledge management situation, and then to achieve a desired point, formulate a knowledge management strategy.

Introduction

Gamhian concept of development gained inspiration from villages where local resources met the optimum needs of the poorest of the poor. Gandhiji was of the view that the process of development of the Nation must begin from its villages. In a country like India, where villages are in the majority the prosperity of the Nation can only be ensured when fanners are considered as development managers. The economic liberty of individuals and villages in effect will lead to the prosperity of the Nation. The anomaly in this regard in our country can be seen in the overcrowded cities and desolated a village that is indicative of major gaps in our approach. Acute migration has created a dearth of strong hands in the villages resulting in overcrowded cities, putting tremendous strains on its infrastructure. Thus economy and-ecology of most regions in the country, both rural as well as the urban areas are threatened.

The Independence has been attained by the nation 65 years ago but Economic Slavery is pervasive everywhere in the Rural India. There must be an Economic Independence drive in the country. This will check rising Economic inequity between rural urban regions.

Impact Assessment Approach-Quantitative, Qualitative Participatory and Mixed Methods with Their Advantages and Disadvantages

Quantitative research approach

 Qualitative research approach

 Participatory research approach

Mixed method research approach

Advantages of Quantitative Research

Impact assessment approaches
Impact assessment approaches can be classified into four broad categories i.e. quantitative, qualitative, participatory and mixed methods.
i. Quantitative impact assessment approaches
• It focuses on assessing the degree and extent of the impacts quantitatively.
• Some degree of quantification may be necessary in all impact assessments, in order to evaluate the success of the Intervention and the extent of any adverse effects.
• Largely depends on micro-economic approaches following econometric models
• Involving baseline studies: The precise identification of baseline conditions, definition of objectives, target setting, rigorous performance evaluation and outcome measurement
• Costly and limited scope: Limited in the types of impacts which can be accurately measured and may pose difficulties for inference of cause and effect.

Monitoring and Evaluation are the two management tools that help in keeping a control on the extension programmes as well as raising the level of performance. Monitoring refers to an organized process of overseeing and checking the activities undertaken in a project, to ascertain whether it is capable of achieving the planned results or not. Conversely, evaluation is a scientific process that gauges the success of the projector programme in meeting the objectives. The primary difference between monitoring and evaluation is that while monitoring is a continuous activity, performed at the functional level of management, evaluation is a periodic activity, performed at the business level.

RURAL DEVELOPMENT

Meaning

The word “Rural” comes from the word “Rurale” which means close to nature and environment, and “Development” means growth or maturation.

Rural development is utilization, protection and enhancement of the natural, physical and human resources to make long-term improvements in rural living conditions. It involves provision of jobs and income opportunities while maintaining and protecting the environment of rural areas.

General Definition

1)     It is based on an operational approach with practicalities with the people covering maximum end users for maximum economic return.

2) Definition by Axinn

R.D. is a process of change among the rural people through change in environment, technology institutions and attitude to eliminate the poverty and improve the way of life.

3) Definition by Miller

R.D. is based on the following components

a)     Development of human resource - It includes the development of rural people by providing education to the rural children and employment to rural youth, socio-economic condition of village can be improved.

b)     Expansion of physical resources - Construction of infrastructures like roads, schools, colleges, post office, bank etc will improve the rural condition.

c)     Extension of communit’s control over the resources.

• Content approach

We can identify several different ‘traditional’ approaches to curriculum development. The most common approach until recently is the ‘content’ approach. This is where the curriculum is basically a list of knowledge – things that the agricultural graduating learners need to know. Usually this list is made by a curriculum development committee or group of experts identified at the national level.

In the world of academic publishing, Article Processing Charges (APCs) have emerged as a significant barrier, particularly for researchers from countries with limited resources like India. These charges, often levied by open-access journals to cover the costs of peer review, editing, and dissemination, have created a financial divide that impedes equitable access to scholarly communication. This chapter delves into the multifaceted challenges posed by APCs and outlines potential solutions to address the inequities they perpetuate (Fig. 6.1).
6.1. The Burden of Article Processing Charges
The financial burden of APCs is disproportionately felt by researchers in developing nations. Many prestigious open-access journals charge APCs ranging from $1,000 to $5,000 or more per article. For researchers in high-income countries, these charges might be manageable, supported by robust institutional funding or grants. However, for their counterparts in countries like India, where research funding is limited and often tied to modest institutional budgets, such costs are prohibitive. The disparity in income and currency exchange rates further amplifies this challenge. A charge of $2,000, for instance, could equate to several months’ salary for a researcher in India, compared to a fraction of that amount for a researcher in the United States or Europe.

9.1. Introduction

The human population of the world will reach nearly 10 billion by 2050, boosting agricultural order-in a situation of humble financial development (FAO, 2017). At present, approximately 37.7% of total land surface is being utilized for crop production. From employment generation to contribution to National Income, agriculture sector is contributing a significant role in economic prosperity of the developed nations and is playing an active part in the economy of the developing countries as well. The growth of agriculture has resulted in a significant increase in the per-capita income of the rural community. Thus, a greater emphasis on agricultural sector is the need of the hour. For countries, like India, the agricultural sector accounts for 18% of GDP and provides employment to 50% of the country’s workforce. Development in the agricultural sector will enrich the rural development which will lead toward rural transformation and ultimately the desired structural transformation (Mogili and Deepak, 2018; Shah et al., 2019). The role of Artificial Intelligence (AI) has been obvious in the agricultural sector recently. The sector needs the impetus from AI based technology to maximize its yield including improper soil treatment, disease and pest infestation, big data requirements, low output, and knowledge gap between farmers and technology.

What is Artificial Intelligence

‘Artificial’ is taken to mean a property of a human-made machine. ‘Intelligence’ will be that when something is able to perform a new action or change its state to achieve the optimal response it could perform given external inputs. This term is coined by- John McCarthy (American computer and cognitive scientist) during 1956 So, AI is basically a machine able to mimic human intelligence by having the ability to predict, classify, learn, plan, reason and perceive.

AI is an emerging technology in the field of agriculture. AI-based equipment and machines, has taken today’s agriculture system to a different level. This technology has enhanced crop production and improved real-time monitoring, harvesting, processing and marketing . The latest technologies of automated systems using agricultural robots and drones have made a tremendous contribution in the agro-based sector. Various hi-tech computer-based systems are designed to determine various important parameters like weed detection, yield detection and crop quality and many other techniques.

Artificial intelligence is founded on the idea that human intelligence may be described in such a way that a computer can simply imitate it and carry out tasks ranging from simple to sophisticated. Artificial intelligence is assisting several agricultural sectors in increasing output and efficiency. In every industry, AI technologies are assisting in overcoming traditional hurdles.

AI intervention in agriculture is assisting farmers in increasing their farming efficiency while reducing harmful environmental impacts. The agriculture business has embraced AI with open arms in order to improve overall results. The way food is produced is changing as a result of artificial intelligence. Incorporating AI technology into agriculture aids in the control and management of any unwelcome natural occurrence.

Artificial Intelligence (AI) is technology which can store, retrieve, manipulate, manufacture, transmit or receive, analyze any digital information and can apply machine vision for increasing efficiency and workability of the system. The AI permits systematically scope of ‘3S’ i.e. Safety, Security and Surveillance, which is also known as manmade intelligence. In fact, it needs more reliable and accurate data or information for processing and correction for predicting performance of any system and devices.

12.1. Introduction

Artificial Neural Networks (ANNs) are computational models inspired by the way biological neural networks in the human brain process information. They consist of interconnected nodes or “neurons” arranged in layers: an input layer, one or more hidden layers, and an output layer. Each neuron in the network processes data and passes the results to the next layer. ANNs are designed to recognize patterns, learn from data, and make predictions or classifications based on that learning.

In an ANN, the connections between neurons are weighted, meaning each connection has a strength or value that determines the influence of one neuron on another. Through a process called training, the network adjusts these weights to minimize errors in its predictions. This is typically done using techniques like backpropagation, where the error is propagated backward through the network to update the weights (Abiodunet al., 2018).

ANNs are highly versatile and have been applied across various domains, including image and speech recognition, natural language processing, and decision-making systems. Their ability to model complex relationships in large datasets makes them a crucial component in the field of machine learning and artificial intelligence (Ahmed et al., 2023).

According to Indian Philosophy (Bhat, 2012) the physical body is called Annamaya Kosha.A body, when well nourished grows well by absorbing the energies from the food consumed. Fasting is another aspect of traditional food system. It is meant to purify the mind and the body.

ABSTRACT

Assessment of technical and financial feasibility of two resource conservation technologies suitable for rice establishment1. Zero Tillage Machine (ZTM) for direct seeded rice (DSR) and; 2. Paddy transplanter machine (PTM) for mechanical transplanted rice(MTR) in Rohtas district was carried out at the demonstration farm of Krishi Vigyan Kendra (KVK), Rohtas during Kharif-2012 and 2013 in a view to reduce the drudgery and cost of cultivation. An eight row self-propelled PTM (Model 2ZT-238-8) and 9 tined National Make ZTM were used for the purpose. Technical performance of these resource conservation technologies was found satisfactory. The field capacity, field efficiency, fuel consumption and cost of establishment of rice by these technologies were evaluated for the purpose. For the assessment of financial feasibility; benefit-cost ratio, internal rate of return, pay-back period and net present worth of these technologies were evaluated and demonstrated to rural youths for their quick adoption and get rid of labour-shortage and delayed transplanting of rice crop and hence saving of significant loss of Rabi crops that happens due to delayed harvesting of rice crop.

Introduction

Research and development (R&D) is one of the main components to tackle the problems persisting or likely to take place in future. Priority areas of research are depending upon the overall situation and requirements of the problem under consideration. Under these broad areas, topic of interest for research may be varying at different geographical level from household to nation or global. If it is addressing vast geographical area like states, nations, regions and/or global, there may be many individuals/groups/institutions are working over similar type of problems. With the growing communication facilities and rising fund requirements, collaborative research programmes emerged to provide effective and economic solution to the problem with respect to time, money and manpower etc. Earlier, it was limited to high priority areas like defense and long run planning of the nations or kingdom at nation or state level. Declining environmental conditions and biological diversity became global concern in seventh decade of twentieth century. To tackle this problem, The United Nations Conference on the Human Environment (Stockholm) resolved to establish the United Nations Environment Programme (UNEP) in 1972. Further, to speed up the progress, global community through world leaders had identified two burning priority areas during conference United Nations (U N) Environmental Programme Rio de Janeiro, Brazil in 1992, well known as Earth Summit. One of those two priority areas was Biological Diversity. To address the issues at global levels, The Convention on Biological Diversity was signed by party nations, which was later ratified by the 187 countries. India is also one of the signatory nations and need to fulfill some time bound commitments. Moreover, later, importance of biodiversity and germplasm has been underlined by different forum at regional and global level for its present and future values in the life of human kind. Countries and various geographical regions are now becoming more and more aware about its judicious exploitation, conservation and sustained higher output over period of time.

Introduction

Water hyacinth, Eichhornia crassipes, is such an aquatic plant that needs hardly any introduction. This aquatic plant is considered as nuisance weed found floating freely on fresh water bodies, proliferates aggressively and therefore, spreads like wild fire. It can infest all types of water bodies, chokes waterways, canals, channels, dams, and thus damages potential water resources. Evidently, two plants produces 300 offspring within 23 days only and under ideal environment, 10 plants can multiply to 6 lakh and may cover an acre area within a period

Introduction

Aquarium fish keeping has become increasingly popular in industrialized countries and has been rated as the second biggest hobby and the most popular type of pet (Oliver, 2001). The National Pet Owners Survey 2007-08 revealed that 142 million freshwater and 9.6 million salt water fish were kept as pet in the USA alone (APPMA, 2008). The growing interest in aquarium fish has resulted in steady increase in aquarium fish trade globally. Today, with a turn over of US $ 9.0 billion a year and an annual growth of 8.0%, production of ornamental fish is an important business activity as well as one of the most popular hobbies in the world (Yanar et al., 2008).

Introduction

The success of green revolution strategies for raising agricultural productivity and production has depended on the development of crop varieties that are more responsive to increased applications of water, manure, fertilizer, and agrochemical means of protection against pests. For farmers to benefit from this process whereby investing in more inputs can lead to production of more outputs, they had to begin by buying and using improved seeds. The green revolution was clearly seed dependent. The system of rice intensification (SRI) and other agro ecological approaches follow a different strategy, on the other hand. They work with whatever crop varieties the farmer already has or prefers to use (recognizing that it is always most productive to start with whatever genotype is best suited to the farmers’ circumstances and goals). Agro ecological methods are more likely to reduce the use of external input than to increase this as they mobilize and capitalize upon potentials that already within plants and upon the interactions between plants and their biotic and abiotic environments, i.e., mutual influences among plants, other organisms, climate, soil and other inanimate factors (Altieri, 1995; Gliessman, 1998; Uphoff, 2002). This is a very different envisioning of the agricultural domain.