eChapters

The Indian farm women have extensive workloads with triple responsibility for farm, household and community. Gradually their work is becoming harder due to climate change, degradation of natural resources, natural calamities, male migration and changing agricultural technologies. Women are extensively involved in crop production, horticulture, livestock management, post harvest operation, fisheries, agroforestry and household activities. Majority of their time is devoted towards collection of fuel, fodder and water, growing vegetables in homestead and rearing backyard poultry. They also considerably contribute for household income as agriculture wage earners and through cottage industry.

Women play a significant and crucial role in agricultural development and allied fields. The nature and extent of women’s involvement in agriculture varies greatly from region to region. But regardless of these variations, women are actively involved in various agricultural activities.

As per Census 2011, out of total female main workers, 55 per cent were agricultural labourers and 24 per cent were cultivators. However, only 12.8 per cent of the operational holdings were owned by women, which reflect the gender disparity in ownership of landholdings in agriculture. Moreover, there is concentration of operational holdings (25.7 per cent) by women in the marginal and small holdings categories. Worker Population Ratio (WPR) of women (24 %) is lower as against men (54.4 %) in the country. The workforce participation rate for rural females is higher at 30.5 percent against urban women participation rate of 20.20 percent (Mo SPI, 2022-23). As per the Annual Periodic Labour Force Survey (PLFS) Report 2022-23, agriculture had the highest estimated percentage distribution of female workers, ie. 64.3 %, with 76.2 % in rural areas and 11.7 % in urban areas.

Sex

Sex is the biological make-up of male and female human beings. It is biological difference between men and women. Sex is universal, permeant, Biological. John money draw the distinction between the biological differences and behavioural characteristics that differentiates male and Female. First person used Gender opposite to sex. Founder of Gender Identity clinic at John Hopkins University in the Baltimore in US in 1966.

Gender

First used by anna Oakley. It is neutral term, dynamic, change over time and place. It is a socially constructed roles and responsibilities assigned to men and women in a given society. It refers to socio-cultural differences between males and females. Gender determines what is expected, allowed and valued in a woman / man in different contexts. In simple words, gender refers to the set of relationships between men and women at a particular point of time in a given society

Gender Blindness

It is the failure to recognize that gender as an essential determinant of social outcomes impacting projects and policies. Gender-blind policy ignores the different situation, roles, needs and interests of women, men, girls and boys.

A student investigator confronted time constraints, such as course credit pressure, and resource constraints, such as physical, budgetary, and managerial constraints, in the current investigation. However, every effort and consideration made the study as objective and scientific as feasible. Despite the researcher’s best efforts, the study depends on the respondents’ opinions, which may or may not be devoid of their perceptions and biases.

As a result, it is a modest piece of labour that may be completed over a more extended period.

Suggestions for Future Research

• The findings of the present study warrant the need for further investigations in several directions. The following suggestions are made for further research in the following areas.

• The study was confined to one state; therefore, the results cannot be generalised to the whole country. Similar analyses can be taken up in other states to generalise the results.

The quality and effectiveness of extension services are critical to the agricultural sector’s long-term viability and output. Farmers have been getting agricultural information from extension workers via interpersonal communication for many years. Still, the number of extension employees has been declining while the number of farming families has increased. As a result, the country’s current extension service needs to improve in reaching out to farmers with timely and relevant agricultural information. ICTs are considered a partial answer to quickly getting information to the growing number of farming households because relevant and timely information is vital in agriculture. Farmers may receive up-to-date knowledge and information on agricultural technologies, best practices, markets, price patterns, and customer preferences through its use.

Since farmers in many parts of India, including West Bengal , are becoming more mobile and internet savvy, disseminating useful real-time information about crops, soils, climate, cultivation practices, financing, produce storage, and marketing to farming communities is more important and challenging. Many concerted efforts from the government, non-government organizations, and industry are now required to make our farmers ICT -friendly so that the benefits of rapidly evolving technological advancements in farm production, storage, and marketing can be shared equally among all communities and sectors of farming.

This chapter deals with the research findings of the study together with a relevant discussion of the facts. Results of the study have been presented, and inferences are drawn from them about the specific objectives of the study set forth. Findings of the present investigation on Webometric Content Analysis of Websites of Agriculture and allied sectors in West Bengal and the inferences drawn from them about objectives are presented under the following headings:

6.1 The current web presence of institutions under agricultural and allied sectors in West Bengal . The number of websites under each sector and their URL domain.

6.2 Contents features of the websites , the form of web contents used, information domain and language used in websites.

6.3 Thematic areas intended audience (internal and external users), and the media presence of the websites .

6.1 Current Web Presence of Institutions Under Agricultural and Allied Sectors in West Bengal

An attempt was made to explore the web presence of the institutions related to agricultural and allied sectors viz-a-viz website domain and URL in West Bengal . The variables like the number of websites , their URL address, and domain use status under different institutions were presented in this section.

This chapter deals with an in-depth description of the methods and procedures employed in conducting the research in an organized manner. The research methodology gives the study’s work plan. The research objectives and theoretical base offer an initial framework for identifying the appropriate methodology to answer the research questions.

The procedures followed were described under the following headings.

5.1 Research design

5.2 Locale of the study

5.3 Content analysis of websites

5.4 Statistical tools used for the analysis of data.

5.5 Preparation of report

India is considered a pioneer in software development and a favourite destination for IT-enabled services. West Bengal is predominantly an agrarian State. Comprising only 2.7% of India’s geographical area, it supports nearly 8% of its population. There are 71.23 lakh farm families, of whom 96% are small and marginal farmers. The average size of land holding is only 0.77 ha. However, the State is bestowed with diverse natural resources and varied agro climatic conditions that support the cultivation of a wide range of crops.

The net cropped area is 52.05 lakh ha, comprising 68% of the geographical area and 92% of arable land. The cropping intensity is 184%. However, as the State is in the humid tropic and the Bay of Bengal is close by, it often must face natural vagaries like floods, cyclones, hailstorms, etc. Though the State has a surplus production of rice, vegetables and potatoes, a huge gap exists between the requirement and production of pulses, oilseeds, and maize. The deterioration of soil health due to imbalances in chemical fertilizers, the paucity of suitable improved seed varieties, inadequate farm mechanization, unorganized marketing structure, etc., is a major challenge to agricultural growth.

Websites

Information science is an interdisciplinary field that skirts the study of the organization, production, retrieval, storage, retrieval, use of information, and dissemination. Information and Metric studies of storage and recovery are the primary areas of Information Science. Today’s challenges for information personnel are to pave the way through enormous volumes of information brought about by different means.

The World Wide Web (WWW ), an information space, is a complex structure that incorporates all types of information that need different users and a layperson to the researcher. It is a system of interlinked hypertext documents approached via the Internet . The web pages can be viewed in a way that contains images, text, videos, and several multimedia through the forms of a web browser and negotiated between them with the help of hyperlinks.

It is also a system of multimedia that supports uniquely formatted, using markup languages like HTML or digital documents. These scripting languages support links to other documents, video files, graphics, and audio.

The term ‘Webometrics ’ (Bajorneborne & Ingwersen, 2001) was coined for content analysis , search engine performances, quantitative analysis of web related phenomena, links, and web technology analysis from an information science perspective.

A literature review attempts to discover, locate, and synthesize relevant research reports, articles, books, and other resources relating to a study subject. The review can be based on published sources like journal articles, conference papers, research abstracts, chapter books, research institution websites , and so on, as well as unpublished materials like theses and dissertations. By examining the literature, a researcher can take advantage of past research and results made by professionals to get the most out of their research.

Examining literature is an important part of every research project since it gives the investigator the information, they need to frame the study on the chosen topic. It directs an investigation on the appropriate path, keeping up with the most recent data.

Studies on Broad Areas of Webometrics

Webometric studies, ranging from earlier to more contemporary studies, have been recognized and organized under the following headings:

• Studies on the Growth and Development of Webometrics

• Studies on theoretical studies of content analysis

• Studies on Web Content Analysis

• Studies on web usage analysis

The agriculture sector in India accounts for about 20.2 per cent of its gross value added (GVA) and 17.34 per cent of the total export earnings. It employs approximately 60 per cent of the country’s workforce. It is an unavoidable source for generating demand for industrial goods and services, and domestic savings in rural India are a huge source of resource mobilization in the Indian economy. This sector plays a key role in ensuring national food security and, in the meantime, national security as well. For these reasons, the development of agriculture has a strong multiplier effect on the economy. There is also an increasing consensus that a globalizing economy and a long-term economic development plan for India are practicable only if it has agriculture and raises rural incomes as its central concern.

ICT and Information Needs of the Stakeholders

Information and communications technology (ICT) is an extension-related term used in information technology (IT) that emphasizes the role of unified communications and the integration of telecommunications like wireless signals and telephone systems and computers; it is also useful in the software system, middleware, storage, and audio-visual, that enable users to store, transmit, access, manipulate information by understanding the whole process.

Rural development is greatly aided by aquaculture funding, which improves rural people's standards of living and promotes sustainable economic growth. By analyzing its effects on job possibilities, food security, income production, and poverty reduction, this study investigates the role of aquaculture finance in rural development. It addresses several funding sources and tools used in aquaculture, such as grants, microloans, investment plans, and microfinance, emphasizing the success of these financial tools in helping small-scale rural farmers and business owners. This study also discusses market linkages, risk management, regulatory frameworks, credit availability, and other issues related to aquaculture finance. Legislators, financial institutions, and other stakeholders can create plans to optimize the socioeconomic advantages of aquaculture while fostering inclusive growth by comprehending the relationship between financing for aquaculture and rural development.

The global aquaculture and fisheries industries are essential for maintaining environmental sustainability, economic growth, and food security. With these sectors confronting historically unseen obstacles, such as excessive fishing, habitat destruction, and climate change, government policy will play a bigger role in shaping their futures. A summary of the key concepts and elements influencing how government regulations impact the long-term sustainability of fishing and aquaculture industries. The union administration is committed to providing a favorable climate in collaboration with the States and UTs so that the fishing industry can realize its full potential, achieve excellence, and fulfill its obligations to farmers and customers. To achieve the policy objectives, the government will enlist the support and involvement of all relevant parties. The National Fisheries Policy 2020 provides a planned path ahead for responsible and sustainable development, exploitation, management, and regulation of capture and culture fisheries. In order to achieve the objectives of the "Blue Economy," the Policy will guarantee fruitful integration with other economic sectors, including agriculture, coastal area development, and eco-tourism. Universities are also involved in accessing resources and knowledge.

1. Introduction

The global aquaculture industry has experienced rapid growth in recent decades, driven by increasing demand for seafood, declining wild fish stocks, and advancements in aquaculture technology. However, along with this expansion comes a heightened awareness of the environmental and social impacts associated with conventional aquaculture practices. Concerns about water pollution, habitat destruction, and the use of antibiotics and chemicals have led consumers to seek more sustainable alternatives. In response to this demand, organic fish farming has emerged as a viable solution that aligns with principles of environmental conservation, animal welfare, and food quality.

Organic fish farming represents a paradigm shift in aquaculture, emphasizing natural and holistic approaches to production while minimizing negative environmental impacts. Unlike conventional methods that often rely on intensive stocking densities, artificial feeds, and chemical inputs, organic fish farming prioritizes ecological balance, biodiversity preservation, and sustainable resource management. By integrating organic principles into aquaculture operations, farmers can mitigate environmental degradation, enhance ecosystem resilience, and produce seafood that meets stringent organic standards.

Integrated fish farming, a sustainable aquaculture practice, combines the cultivation of fish with other complementary activities such as agriculture or livestock farming in a mutually beneficial system. This chapter explores the importance of integrated fish farming as a solution to enhance the income and livelihoods of fish farmers while promoting environmental sustainability (Pauly et al., 2003). By leveraging the synergies between different farming components, integrated fish farming systems can optimize resource utilization, improve productivity, and diversify income streams for farmers. The chapter discusses various integrated fish farming models, including aquaponics, rice-fish culture, and integrated livestock-fish systems, highlighting their potential to increase profitability and resilience in the face of climate change and market uncertainties. Furthermore, the chapter examines the challenges and opportunities associated with integrated fish farming and provides recommendations for policymakers, researchers, and practitioners to promote its widespread adoption and long-term success.

This innovation introduces a system aimed at enhancing the nutritional quality of fried fish through the integration of artificial intelligence. This system consists of three fundamental elements: a microcontroller, a stainless steel probe featuring a temperature sensor, and an oil-level detection sensor. Additionally, it includes a mobile application powered by artificial intelligence, facilitating the evaluation of the polyunsaturated fatty acid to saturated fatty acid ratio and the index of atherogenicity profile of fried fish. The data collected by the microcontroller undergo thorough processing using an artificial neural network model, along with meta-heuristic optimization techniques such as genetic algorithms and particle swarm optimization (PSO). This processing led to the determination of the PUFA/ SFA and IA profiles of fried fish. Upon alignment of the derived data with the predetermined ideal PUFA/SFA and IA values stored in the application database, the application transmits this information to the system, triggering an alert through the integration of a buzzer within the device.

1. Introduction

Starting a fish hatchery has the potential to be a profitable endeavor with substantial income growth. Fish hatcheries are essential to the aquaculture sector because they breed and raise fish for a variety of uses, including commercial operations, recreational fishing, and stocking. This business has numerous advantages such as the opportunity for sustainable production methods, consistent demand for fish products, and very low initial investment expenses. Furthermore, fish hatcheries offer a practical way to address the growing global demand for seafood while also promoting economic development and job creation in nearby communities. The context for discussing the benefits and potential of establishing a fish hatchery as a way to double revenue was established by this introduction. In an established fish hatchery, fish eggs are produced and reared under carefully monitored circumstances in preparation for their eventual release into the wild or transfer to aquaculture farms. The potential of fish hatcheries to double income is examined in this introduction, which also emphasizes important aspects such as market demand, sustainability, technological improvements, and financial feasibility.

The major concern of fisheries and aquaculture is to reduce the widening gap between fish demand and supply and achieve the ultimate goal of self-sufficiency in fish production; however, this can only be achieved if technology advances. The world's fishery resources require scientific management to preserve their long-term viability and availability for future generations. Overfishing and its detrimental effects on ecosystems have become increasingly evident in recent years. Recent developments in fishing technology have focused on reducing the bycatch of non-target species, protected species, and juveniles, minimizing the environmental impact of fishing gear and their operation, and minimizing the energy use per unit volume of fish landed during fishing operations. Fishing innovations have been around for thousands of years, and they were primarily motivated by the goal of enhancing capture efficiency, which was sparked by a growing comprehension of the habits and behaviors of the species that were being sold. The degree of adoption of responsible fishing technologies strongly depends on the robustness of the fisheries management system.

Sustainable aquaculture is crucial for meeting the increasing global demand for seafood while minimizing environmental impact and ensuring long-term viability. This chapter explores various sustainable aquaculture practices and approaches aimed at enhancing productivity, environmental stewardship, and socio-economic benefits. From integrated multitrophic aquaculture to recirculating aquaculture systems, this chapter examines innovative techniques and management strategies that promote sustainability across the aquaculture sector. Through case studies and best practices, the chapter highlights the importance of adopting holistic approaches to aquaculture that consider ecological, social, and economic dimensions.

1. Introduction

Aquaculture, the cultivation of aquatic organisms, has emerged as a critical component of global food production, contributing significantly to meeting the increasing demand for seafood. Over the past few decades, aquaculture has experienced exponential growth, fueled by advancements in technology, increasing consumer demand, and declining wild fish stocks. This expansion has positioned aquaculture as one of the fastest-growing food sectors worldwide, providing essential protein sources and livelihoods for millions of people (Ayyappan et al., 2006).

Precision fisheries, a concept adapted from precision agriculture, involves the application of advanced technologies and data-driven approaches to optimize fishing operations and resource management. This chapter explores the potential of precision fisheries as the future of fishing, offering benefits such as increased efficiency, reduced environmental impact, and improved sustainability. By integrating cutting-edge technologies such as remote sensing, GIS (Geographic Information Systems), IoT (Internet of Things), and machine learning, precision fisheries aim to enhance decision-making, maximize yield, and minimize resource wastage. The chapter discusses key components of precision fisheries, including real-time monitoring, predictive modeling, and targeted harvesting, and examines their implications for the fishing industry, ecosystems, and coastal communities. Furthermore, the chapter highlights challenges and opportunities associated with the adoption of precision fisheries and provides recommendations for policymakers, researchers, and stakeholders to harness its full potential for sustainable fisheries management and food security.

The sustainable management of water resources is paramount in modern aquaculture practices to mitigate environmental impacts and ensure long term viability. This chapter explores innovative methods and innovations meant to reduce water consumption in aquaculture systems. We start with a summary of the significance of water conservation in aquaculture before going into several strategies including aquaponics, biofloc technology, and recirculating aquaculture systems (RAS). Recirculating aquaculture systems (RAS) consume less water and area while producing fish in large quantities. A balance between water use, waste discharge, energy consumption, and productivity must be found to accomplish both environmentally friendly and economically viable production. The biofloc systems emphasise the significance of heterotrophic bacteria in transforming organic materials into microbial aggregates that function as a source of nutrients and a mechanism for water treatment. The creation of microbial biomass is encouraged by biofloc systems, which also maintain excellent water quality by means of carbon and nitrogen cycling. These benefits include less water exchange needs, increased resistance to disease, and increased feed conversion efficiency. In a symbiotic system, hydroponically grown plants are fertilized by fish excrement, while plants filter water for fish, resulting in aquaponics. This closed-loop method uses less water, doesn't require artificial fertilizers, and reduces environmental impact.