eChapters

Introduction

Growth of Science is never ending process. In that, technology development is dynamic in nature. It is applicable to all the fields come under the Science, including Agriculture also. Continuous evaluation of improved technologies had taken place in Agriculture. On the other hand, communication network through Cyber techniques or E-Extension plays a crucial role. By the way, there is a need of innovative approaches for effective technology transfer for which no one is clear like that of deriving new technologies. Starting from the 20^th century, many programmes were launched for development of rural India. As these were official dominated and top-down system, the ‘Panchayati Raj’ -the three-tier system was introduced at village, block and district levels in 1960’s keeping the local leaders as Kingpins with more participation of rural people. This had also not given due dividends owing to political infiltration and less co-operation by the development departments and lack of coordination among all concerned. A panoramic view of extension world over gives varieties of models and experiences. But no single model would suit to our conditions and here we need louder thinking on this line.

Looking forward, it is clear that traditional and western medicine have the potential for rich collaboration that benefits both disciplines. There is growing interest in this partnership, as shown by the number of international journals now dedicated to such research, such as Journal of Ethnopharmacology, Complementary Therapies in Medicine, eCAM, Alternative Therapies in Health and Medicine, and the Journal of Alternative and Complementary Medicine. Even the WHO has taken note of the rich possibilities of the future of TM, having put out such documents as ‘WHO General Guidelines for Methodologies on Research and Evaluation of Traditional Medicine’ and ‘WHO Guidelines on Good Agricultural and Collection Practices (GACP) for Medicinal Plants’. Despite this enthusiasm, there are several areas where the international community will need to focus their attention if the goal of integrating botanical medicines for the good of human health is to be reached.

1. Introduction

By 2030, sustainable development must be achieved through cross-sector cooperation, creativity and comprehensive initiatives. Aquaculture has contributed to SDGs; however, its contribution depends on the effectiveness of local and international governance (Farmery et al., 2020). Because it includes all aquatic ecosystems, it is one of the global food-producing industries that does so at one of the fastest rates (Mugimba et al., 2021), accounting for approximately half (46%) of the total global fish production (FAO, 2020). Understanding the various environmental, social, and economic aspects of aquaculture offers a more specialized method for handling opportunities and challenges for future development (Troell et al., 2023). Global seafood consumption has risen from 9.0 kg in 1961 to 20.2 kg in 2020, accounting for over 17% of the world's intake of animal proteins (FAO 2022). Indeed, there are considerable regional differences in the production potential and value of the aquaculture sector (Naylor et al., 2021). Over the past 20 years, China, India, Indonesia, Vietnam, Bangladesh, and Egypt have been the major producing countries that have consolidated their share of regional or global production (FAO 2020). Moreover, developing nations account for more than 95% of global aquaculture production, growing at an average annual rate of 6.13 percent (FAO, 2020). As the name aquaculture indicates, it involves farming various aquatic organisms, ranging from the production of unicellular Chlorella algae within indoor bioreactors (Gors et al., 2010) for Atlantic salmon (Salmo salar) production in outdoor floating net cages (FAO, 2019). The aquaculture production of fish is the largest, accounting for over half (53.4 million tonnes) of all farmed aquatic species. Aquatic plants (31.8 million tonnes), mollusks (17.4 million tonnes), crustaceans (8.4 million tonnes), amphibians and reptiles (471,784 tons), and miscellaneous invertebrate animals (422,124 tons) are among the other important aquatic species farmed (Tacon 2019). Although aquaculture is a fast-expanding industry that provides billions of people with food and is a means of subsistence worldwide, several obstacles could prevent this sector's expansion and sustainability on a global scale.

Current status of researches on VA mycorrhiza and their benefits to the plants carried out by the mycorrhizasts of the country has been described in detail in chapters II to X.

Prior to the establishment of any specific forum, the pace of research on VA mycorrhiza in the country was not of desired level. However, the activities related to research on VA mycorrhiza gained unexpected momemtum when Mycorrhiza network came into exixtence in the year 1989. The network provided not only assistance and guidance of various types to the scientists working on VA mycorrhiza in the country but also offered them periodical platforms to exchange their informations and thoughts on status of researches on VA mycorrhiza and to propose future strategies of research. During the National conferences held in different parts of the country the panel of experts made certain observations regarding future prospects and strategies for research on VA mycorrhiza. They have been mentioned in the present chapter.

1. Genomic selection and CRISPR technology
• The adoption of genomic selection (GS) and CRISPR-Cas9 technology in spice breeding is likely to accelerate. These technologies can significantly improve the precision of breeding programs, enabling the development of varieties with enhanced traits like disease resistance, yield, and quality.
2. Climate-resilient varieties
• With climate change impacting agriculture globally, there is a growing trend towards breeding spices that are resilient to extreme weather conditions. This includes the development of drought-resistant, heat-tolerant, and
flood-tolerant varieties.
3. Biofortification
• Breeding programs are increasingly focusing on biofortification, which involves increasing the nutritional value of spices. This could lead to spices that are richer in essential nutrients like vitamins, minerals, and antioxidants.
4. Digital phenotyping and AI
• The integration of digital phenotyping tools and artificial intelligence (AI) is expected to revolutionize spice breeding. These technologies can enhance the efficiency of breeding programs by providing real-time data analysis
and predictive modeling.
5. Sustainable breeding practices
• There is a rising emphasis on sustainability in agriculture. Breeding programs are likely to incorporate practices that reduce environmental impact, such as using less water, reducing pesticide usage, and developing
organic farming-compatible varieties.

Introduction
With advancements in molecular biology, DNA-based technologies have shown great potential in enhancing the efficiency of crop breeding programs, preserving germplasm resources, improving the quality and yield of agricultural products, and protecting the environment. As a result, their role in modern agriculture is becoming increasingly important.
DNA is the main genetic materials of all cellular organisms; preserving DNA itself is one way of preserving germplasm resources (Geptset al.,2006). The advancement of biotechnology and molecular biology has made it possible to regulate or even control plant traits using DNA sequence information, including its structure, function, and mechanisms.DNA technologies based on DNA molecular markers, transgenic technology and gene expression have been widely used in agricultural production which have showed great potential in improving agricultural yields and quality, reducing the loss that various biotic and abiotic stress caused, promoting the utilization of germplasm resource, improving breeding efficiency and strengthening the regulation of plant growth. (Garciaet al.,2005)
These modern DNA technologies, with their high feasibility and necessity, play a crucial role in ensuring the sustainable development of agriculture. Although agriculture encompasses both plant and animal production, DNA technologies in these fields share similar technical purposes and types. Therefore, this study focuses on reviewing the agricultural applications of DNA technologies by exploring their utilization in plant production. Numerous reports have documented the application of various DNA technologies in agricultural production. However, as these technologies continue to evolve and advance, it becomes challenging to cover every DNA technique in detail..DNA technology holds immense promise for the future of crop identification, enabling precise and efficient breeding, accelerating the development of improved varieties, and contributing to sustainable food systems. Here’s a breakdown of the key future prospects:

1. INTRODUCTION

Dielectric-barrier discharges (DBDs) also referred to as barrier discharges or silent discharges. DBDs have for a long time been regarded as the ozonizer discharge. In 1932 Buss observed that in a plane parallel gap with insulated electrodes air breakdown occurs in a number of individual tiny breakdown channels.^1,2 Recently, it was realised that plasma can be influenced, modelled and optimised for a given application through microdischarges. The most important characteristic of dielectric-barrier discharges is that non-equilibrium plasma conditions can be provided in a much simpler way than with other alternatives like low pressure discharges, fast pulsed high pressure discharges or electron beam injection. Moreover, the DBDs can breakdown most of the gases at about atmospheric pressure in a large number of independent current filaments or microdischarges. The dielectric barrier limits the amount of charge and energy deposited in a microdischarge and distributes the microdischarges over the entire electrode surface. When a dielectric-barrier discharge is operated in rare gases or a rare gas halogen mixture plasma conditions in a microdischarge channel are similar to those in pulsed excimer lasers. Consequently, each microdischarge can act as an intense source of ultraviolet (UV) or vacuum ultraviolet (VUV) radiation. The absorption coefficient of most substances increases at shorter wavelengths. So, in many cases the UV radiation is absorbed in a very thin surface layer. The xenon excimer lamp can induce photo-cleavage of water and oxygen.²

6.1 Strength of India
    ·    In India, pomegranate is cultivated over 1.31 lakh ha with a production of 13.46 lakh tonnes and a productivity of 10.27 t/ha. 
    ·    India is the largest producer of pomegranates in the world.
    ·    Pomegranate is currently ranked 10th in terms of fruit consumed annually in the world. India is the only country in the world where pomegranate is available throughout the year i.e. From January to December. It is cultivated in 3 seasons (Ambia bahar, Mrig bahar and hasth bahar) in Deccan plateau of India. 
    ·    India is endowed with wide agro climatic conditions that offer immense scope for cultivation of various kinds of fruit crops. This provides an excellent platform for the country to emerge as a leading producer of fruit crop. 

In recent years, the demand for rabbit meat and products has been steadily increasing in India. This has led to a growing interest in rabbit farming and research in the country. The future of rabbit research in India looks promising, with ongoing efforts to improve breeding techniques, nutrition, and disease management. Some of the key areas of focus include developing high-yielding breeds that are well adapted to the Indian climate and improving feed formulations to optimize growth and productivity. As there is also a rising interest in rabbit fur production, research is being conducted on ways to enhance fur quality and increase its market value. Furthermore, studies are being carried out on the potential health benefits of consuming rabbit meat as a source of lean protein. 

The soil fertility is depleting in the current scenario of gap between nutrient removal from soil and supplies. Moreover, increase in the fertilizer prices has become unaffordable to small and marginal farmers. There is also a growing concern about the environmental hazards and its threat to sustainable crop production. Indiscriminate use of synthetic fertilizers for intensive crop production has resulted in large quantity of nutrient (particularly P) accumulation in soils which has resulted in generating a dead soil. In this context, the long term use of biofertilizers are considered to be economical, eco-friendly, more efficient, productive and accessible to marginal and small farmers over chemical fertilizers (Subba Rao, 2001). Biofertilizers mainly consists of specific living cells which supplies nutrients to plants through their root system. Microbes in these fertilizers provide nutrients to the plants by nitrogen fixation, phosphate solubilization, phosphate mobilization, and promotion of beneficial rhizobacteria (Bhat et al., 2010). Biofertilizer application improves the supply of nutrients, organic carbon, accumulation of soil enzymes, productivity, soil fertility index, economy of farmers, and maintenance of sustainability in natural soil ecosystem and horticultural crops. The production of efficient and sustainable biofertilizers for crop plants needs to be undertaken to make the biofertilizers popular and efficient. The important and specific research in future may be focused on the following aspects.

Micropropagation through artificial seeds may be commercially exploited on a large scale, generating millions of plantlets within a few days, and this may become a profitable multibillion rupees industry in near future. This technology would be feasible and even competitive economically with the other seed production methods.

In the near future, the synthetic seed technology could be the key to overcome these problems, e.g., through automated procedures of artificial seed production (Aitken-Christie et al. 1995) followed by autotrophic micropropagation (Jeong et al. 1995). The synthetic seed systems coupled with artificial intelligence and microcomputer systems like the most advanced robots, which can mimic the motions, and functions of living beings (i.e. automated encapsulations). It would tremendously increase the efficiency of encapsulation and production of artificial seeds, and revolutionized the plant propagation method in the years ahead. This technology is gradually moving towards the commercial propagation of high value crops. However, there is a great need for refinement of this technology by tackling of certain technical problems such as the need to produce high quality and high fidelity somatic embryos and to avoid the genetic instability and variability of tissue culture derived plants. The somatic variation can be overcome if the process and regulation of somatic embryogenesis and origin of somaclonal variation are well understood. The understanding about the storage, transport, handling growth habit and harvest index of artificial seeds is essential. The efforts are also needed to increase the output of embryos or plants per gram of callus tissue and conversion frequency of artificial seeds are also needed.

The Indian economy, which meets its own dairy demands, has reached a turning point with its bovine breeding initiatives. The viability of this enterprise, however, depends largely on completing as many successful artificial insemination cycles at a cattle farm. Estrus behaviour observation is used to determine when artificial insemination should take place. But since not all cattle exhibit substantial estrus symptoms, insemination results are not always reliable. An estrus detecting instrument known as an Electronic Nose (eNose) is created to address these issues.

The study, which was conducted for nature and dynamics of farm ecology in occupational migration in some areas of West Bengal with the stipulated objectives, the following course of action can be considered in future while conduction repeating study.

• Gender dimensions on occupational migration is the future research area.

• Educational issues for families on transit could have been a very interesting area of research.

• Climate refuge; that is migration due to climate change can be an important area of research.

• Application of data analytics could be effective for modelling and simulation on occupational migration.

• The social ecology of migration itself, is a zone of future research.

1. The selection of more number of relevance variables could have added better understanding and comprehensive of the research.

2. Mathematical optimization and simulations could have been much effective in integrating as well as co-integrates the apparently different aspect of yield, income, livelihood and ecological resilience in the form of a common valley of management of a land.

3. Application of ARIMA (Autoregressive Integrated Moving average) and SEM (structural equation modeling) as instruments of interpretation and analysis can be more effective.

4. Ecological resilience metritis more active and dummy variable including outliers can be future research towards modelling with hard evidences

5. A pull of chronological data distribution over 30 years can undergo simulation and decision ecology for promulgating micro sociological policy and application.

6. Social resilience has been the predicament for perceiving ecology resilience and organic diode can help to make the entire thing strongly place on the foundation of ecological research at least.

1. Dr. Pitambar Sharma, Geographical Development Expert wrote that ‘mountain culture is different from other cultures. If you go to mountain regions of other parts of the world, say to Bolivia or Ecuador in South America, and come back to the mountains of Nepal, you’ll sense some commonalities. So, the same study can be expanded to other hill areas of any part of the World as an approach to study “Altitude Extension”.
2. The study can be made more multidisciplinary by including animal husbandry aspects, plant protections, geographical factors, metrological factors, etc.
3. Gender-dimension can be another scope of study in Altitude Extension.
4. The study can also be more focused and broadened in only one parameter. Example only in soil, only in geographical factor, etc.
5. The study can be only focused in finding only the appropriate farming system which are location specific according to different agro-climatic situations.
6. The importance of Germplasm maintenance of the biodiversities can be included.
7. The study can be focused on finding right extension approach and communication channels to reach the unreached farmers.
8. The study can be only done on collections of ITKs and TEKs and validating with the help of experts and amalgamation with the scientific techniques for supply to the farmers.
9. Marketing channel of the agricultural, forestry, horticulture and other products can be studied.
10. The study can also include the technology gap between the planners and the targeted farmers.

Depending on various findings of the study, the present section put forwards some of the policies that can be implemented for using population mobility as a tool of economic development in both rural and urban areas.

• Steps must be taken to boost up the urban services sector as it is the most attractive sector for urban in-migrants. Pro-migrant policies including some economic and social benefits e.g. free health insurance, employees’ provident fund, grater loan facilities at lower rate etc. must be provided to the migrants so that it helps the labors as well as self-employed persons of urban informal sector.

As the present study draws to a close, it opens up a myriad of possibilities for future research and exploration in the field of the present study. The insights gained and the findings presented in this thesis may provide a foundation for building upon and extending the existing body of knowledge. By identifying key areas that require additional attention and offering suggestions for future studies, this section of the chapter aims to inspire and guide researchers in their pursuit of enhancing our understanding and driving progress in this dynamic and evolving field.

The present study leaves behind the following domains which may be researched out in future:

1) The present research can be replicated with varied geo-spatial situations viz., in different locations and settings, with different respondents, with spatio-temporal expansion and methodological innovation.

As the present study draws to a close, it opens up a myriad of possibilities for future research and exploration in the field of the present study. The insights gained and the findings presented in this thesis may provide a foundation for building upon and extending the existing body of knowledge. By identifying key areas that require additional attention and offering suggestions for future studies, this section of the chapter aims to inspire and guide researchers in their pursuit of enhancing our understanding and driving progress in this dynamic and evolving field.

The present study leaves behind the following domains which may be researched out in future:

1) The present research can be replicated with varied geo-spatial situations viz., in different locations and settings, with different respondents, with spatio-temporal expansion and methodological innovation.

2) PRA tools and materials can be deployed to collect more specific data to compensate for the inadequate information to go for the classical statistical approaches.

3) Multi-criteria decision analysis (MCDA) techniques can be integrated with mental modelling and fuzzy logic cognitive mapping so to enhance the decision-making process.

4) To realize the full potential of these frameworks, collaboration and knowledge sharing among researchers, practitioners, policymakers, and farmers are essential. Continued research and development efforts are needed to refine and validate the models, enhance user-friendliness, and adapt them to diverse agricultural systems and contexts.

Future Scope of the research
1. Inclusion of more number of relevant variables to generate and delineate complex interactions in the ecosystem functioning with a focus on agriculture, livestock, and forest.
2. The future research merits application of data analytics for visualization, prediction, and prescription of CA beyond time and geography
3. A robust Management Information System (MIS) needs to be the possibility of related to CA and allied natural resource management can help better and effective research interpretation and policy formulation as well,
4. Application of artificial intelligence can go immensely important in monitoring, auditing, and analyzing ecological services.
Recommendations from the study/ Area of Intervention
1. Rationalization of chemical fertilizer and pesticides in a gradual manner and for which there will an environmental policy in place,
2. A data bank needs to be created on agricultural pollution and necessary recommendation from the environment and pollution department need to be made,
3. Fragmentation has come out as one of the barrier towards the socialization of Conservation Agriculture since small farms are energy and input prodigal, so we have to go for community based farming or farm enterprise creation in state of isolated and individual endeavours,
4. Through panchayat and rural development sector policies need to be promulgated,
5. Gender issues are coming up very strong and conspicuous in Conservation Agriculture, the more is the women participation in CA, the better has been the success, hence, gender mobilization can be a program and policy of the government in making CA sustainable,

The study on the nature and dynamics of farm ecology in relation to occupational migration in certain areas of West Bengal has yielded valuable insights. To enhance future research on this topic, several areas for further investigation can be considered:
1. Gender Dimensions in Occupational Migration: Examining the ways in which gender affects patterns and experiences of occupational migration can yield significant insights into how male and female migrants are differently impacted. By investigating these genderbased differences, we can better understand the distinct challenges and opportunities faced by individuals of different genders as they navigate job transitions across regions and countries. This exploration can reveal crucial factors such as variations in job opportunities, wage disparities, and professional growth prospects, highlighting the unique barriers and advantages experienced by male and female migrants. Ultimately, this understanding can inform more equitable policies and support mechanisms tailored to the specific needs of each gender, fostering a more inclusive approach to occupational migration.
2. Educational Issues for Migrant Families: Investigating the educational challenges encountered by families in transit can reveal profound effects on children’s education and development, making it a particularly important and compelling field of study. This research can shed light on how frequent relocations, disruptions in schooling, and varying educational standards impact children’s learning experiences, academic performance, and overall growth. Understanding these challenges can offer valuable insights into the specific obstacles faced by mobile families, such as inconsistencies in curriculum, interruptions in social and emotional development, and difficulties in accessing educational resources. By highlighting these issues, the study can inform the creation of targeted interventions and support systems aimed at mitigating the adverse effects on children and enhancing their educational outcomes during periods of transition.