eChapters

Introduction

Indian agriculture, including fisheries, is highly monsoon dependent and effect of climate change is immense on its large tracts of rainfed farms. The effects of climate change could be thwarted through better adaptation techniques using all information available with various agencies concerned with agriculture and using advanced analytical tools. Presently, in the country, there is a gap in the capability in capturing, processing and analyzing huge source of information generated in Indian agriculture. This task can be accomplished using Big Data Platform which works in cluster mode and provides the capability of handling huge volume of data, capturing streaming data or real time data and also can accommodate unstructured data. As per FAO, 70 percent in increase in food production in another 30 years is required to overcome the increasing global food demand. It may not be possible to achieve that target due to variety of problems such as reduction in land for cultivation, climate change, and various other factors, such as increasing the fish production etc. Improvement in crop genetics, application of fertilizer in higher dosages, irrigation facilities, etc. may not be possible in future. We need to create a big data platform involving important parameters on crop production viz., soil, soil temperature, water requirements, and relative humidity, pests and diseases, and micro and macro nutrients in temporal and spatial. Now, since available data is properly utilized for making valid analytics by the farming community due to certain issues. Even the data created is incompatible, data available from various sources is also not compatible among themselves due to which decision making is also a big challenge. Due to the incompatibility of agricultural data from different sources, farmers do not have the accessibility to vast pool of available information for making effective, efficient and timely decisions.

Big Data in Agriculture (including fisheries)

Big data, an emerging data driven system helps in precision agriculture based on data collected. This helps farmers in making efficient decisions on sowing, planting, fertilizing and various other farm operations including

harvesting crops at the appropriate time. Of late, sensors are placed in the fields to collect data on related parameters viz., soil temperature and moisture relative humidity, wind speed, weather, etc. which help in crop growth. Images obtained using satellites are helpful in monitoring the crop growth during crop period. Agro-produce includes not only yields obtained from crops but also include produce from horticulture, livestock, fisheries, and other systems also. Agriculture is dependent on various parameters such as climate, seed, soil cultivation practices, agronomic practices, irrigation requirement, fertilizers pesticides, weeds, harvesting, post harvesting techniques, etc. Data collected on all these parameters would help in estimation of yield and other relevant parameters. Governments, Universities, Research departments, Agro-business and Agri-input companies generate, maintain and use voluminous data related to various farm management practices and other related issues say insurance marketing, supply chain, packaging, distribution, etc. This voluminous and wide variety of data poses several challenges for making effective decisions. Information on various fish related parameters can be collected from the stakeholders and a big data platform can be developed for effective decision making.

Introduction

Resources are used unscientifically commonly. For example applying feed somewhere in the pond results in loss, but by using technology, we can know when to apply where to apply, and how to apply which leads to efficient management of resources. Monitoring should be continuous which is not possible and very difficult for humans, but with technology, it could be monitored and the status could be known even from home which is communicated through mobile, which is sent by sensors installed. The data are also easily maintained. When technology is used, resources are efficiently utilized, since everything has a demand and that can be satisfied. So resources can easily be maintained which reduces wastage. Field management is a very skilled activity and it needs years of experience and onsite exposure which needs skilled labour, in such cases technologies aids with better methodologies. When the resources are applied at the right time, at the right amount, the growth becomes normal which increases the produce quality. After a product is produced, it has to be sent to a series of channels such as transport, market etc. and a technology should backup and monitor everything. The produce after being produced should be sold and many apps can be downloaded to improve the marketing. The whole world is changing within a period of time. So one should stay updated to impress the livelihood and the wide knowledge on technology helps to lead a better life with easy management practices. Thus data driven technology interventions are needed for efficient management of resources, monitoring of things anytime & anywhere, reduction of wastage of resources, reduction of dependence on trained and skilled manpower, enhanced product quality, better integration, better marketability, to stay updated with latest knowledge and access to other knowledge source for better upgrades.

Introduction

The agricultural sector in India has focussed more on agricultural output and food security. From the year 1965 to 2016, India’s food production was multiplied by 3.7 times while the population was multiplied by 2.55 times. More than one f ifth of rural households with self-employment in agriculture as their principal occupation were having income less than the poverty line (NSSO, 2011-12). In the early 1980s, the farm income per cultivator was 34 per cent of the income of non agricultural workers. In the year 1993-1994, the relative income of farmers was one-fourth of the income of the non-agricultural workers. According to SAS 2012 2013, the average annual income of farm households from the farm as well as non farm sources was Rs. 77,112 which is 60 per cent from farm activities and 40 per cent from non-farm activities. In April 2016, the Government constituted an Inter Ministerial Committee to examine issues relating to DFI and recommend strategies to achieve the same. The target was to change the farm to non-farm income ratio from the existing 60:40 in 2015-16 to 70:30 by 2022-23. A seven-point strategy was proposed and several initiatives were taken to increase the income of farmers. The last available estimates on the income of agricultural households are based on the Situation Assessment Survey of Agricultural Households conducted by the National Sample Survey Office (NSSO) during 77th round (January – December 2019). As per the survey results, the average monthly income per agricultural household from all sources was estimated to be. Rs. 10218. Thus, the present study was taken to know the awareness, knowledge and perception of farmers towards doubling farmers income. Understanding the farmers awareness, knowledge and perception would help to develop specific strategies for increasing the farmers income.

Introduction

Agriculture is the main occupation in India which engages nearly 119 million of farmers and 144 million landless labourers (Census 2011). According to the Agriculture Census (2012), about 80 per cent of Indian farmers fall under the small and marginal category. The average size of land holding in India is 1.15 ha which will tend to decrease in coming years due to land fragmentation, industrialization and urbanization which are forcing farmers to quit farming and look for more viable livelihood options (Bhattacharyya et al. 2018). Specially small and marginal farmers are exposed to high risk of farming due to climate vagaries, uncertainties in production and market demand, lack of access to support services and markets, limited scope of farm mechanization and the consistent failure of half-hearted government efforts which have been unable to make farming an exciting profession to the old as well as new generations. In Indian context, agriculture has never been a profession for the literate section of the society due to lower production and profitability. NSSO report (2012-13), in alignment with the current scenario, says 40 per cent farmers want to quit agriculture if they get alternatives.

Owing to several biotic and abiotic stresses, the problem of agrarian distress in India has accentuated in recent years. Government of India has taken initiative in its annual budget of 2016-17 and initiate a number of steps to alleviate agrarian distress and improve the situation before the fight for food security faces disastrous challenge from mass migration of Indian farmers to other occupations. The steps taken by the Government of India are improving irrigation efficiency, providing crop insurance, improving market infrastructure and its efficiency, promoting organic farming, restoring soil health and so on.

Introduction

India pre-dominantly an agriculture-based country, requires constant endeavors to seewhether rural and agricultural credit facilities are enhanced with time. As a part of theseefforts, agricultural credit cards and cash credit facility were introduced in lending system. The Kisan Credit Card is a credit card programme launched by Indian banks in August 1998. The National Bank for Agriculture and Rural Development (NABARD) developed this model scheme to supply term loans for agricultural needs based on the suggestions of the R.V. Gupta Committee. Its goal is to provide financial assistance to farmers in order to address the agricultural sector’s comprehensive credit needs. All commercial banks, Regional Rural Banks, and state cooperative banks are among the participants. Short-term credit limitations for crops are in place, as are term loans. Personal accident insurance covers KCC credit card members up to Rs. 50,000 for death and permanent disability and up to Rs. 25,000 for other risks. The premium is split evenly between the bank and the borrower. The validity period is five years, with the option of an additional three year extension, Kisan Credit Card provides cash and term credit to farmers for a variety of linkedoperations such as pump sets, land expansion, planting, and drip irrigation. Soil Wellbeing Card programming has been institutionalized and online programming built for eight statesunderthee-Government Program to provide coordinated supplement administration suggestions based on soil test edit reaction approach. Ranchers receive data through avariety of channels, including Common Service Centres, Internet Kiosks, and SMS, as partofthe Nationale-Governance Plan for Agriculture. Farmers are spared from the exorbitant interest rates charged by traditional banks under the KCC plan. The interest rate on KCC loans ranges from 2% to 4%. This low interest rate aids farmers in repaying loans more quickly, taking into account the crop’s harvesting season and the date the loan was provide.

Introduction

A woman is the nucleus of a family, particularly in rural India. For the rural women, the day starts early in the morning with the responsibilities of fetching water, fodder and fuel, cooking food and looking after the livestock and children. Promila et al. (2003) revealed that farm women spent 15:64 hrs/day and 16:58 hrs/ day for productive work during the slack and peak period, respectively. The time saved by farm women from farm activities during the slack period was diverted towards care of children, family members and household works. Still, there is no recognition for their hard work; just because their work is not evaluated in terms of money.

The contribution of women in agriculture is estimated to be about 50 to 60 per cent. In many places, the entire livestock management is looked after by women only. They help in farm operation, take their animals on distant lands for grazing, washing, milking, fodder, breeding management, sale of milk, if necessary by taking it to the market and so on in addition, perform the functions related to house management. Even though, women are playing a very important role in innovation decision process, they are not allowed to try and see whether they are capable of managing farm and family affairs independently or with the help of family members.Adequate attention is also not being paid for the social and economic development of farm women and to encourage them to avail training facilities on farm and dairy management practices for supplementing their family income through development of occupational skills and proficiency.

Introduction

Horticulture crops cover large varieties of fruits, vegetables, flowers and plantation and spices crops. Among these, vegetable cultivation is the major attraction to farmers as it is comparatively more remunerative the field crops. Vegetables not only provide maximum output but also give more income per unit area of land. Vegetable cultivation among small land holders has always been source of supplementary source of income and provides gainful employment through intensive cultivation and thus vegetable growers are normally more prosperous than those who grow cereals, because of higher returns.

Brinjal (Solanummelongena L) is a commercial vegetable crop belongs to the family of solanaceae. It is a nannual crop. It is mainly used for culinary purpose. Brinjal has been considered as one of the important vegetable crop. The brinjal growers can increase production of brinjal through adoption of new varieties and with improved technologies. A first-hand knowledge regarding existing status of adoption of improved technology helpful to the extension workers for concentrating their efforts to create favorable condition for better adoption of the innovations of brinjal cultivation. Arvind kumar singh (2017) revealed that more than half of the respondents belong to middle age group, educated up to higher secondary, had medium level ofland holding, medium level of annual income, sources of information and low level of material possession. Further headded, that he possessed low level of farm power.

Introduction

India is the second-largest producer of vegetables in the world after China. India accounts for 16 percent of the world’s production of vegetables. India home to 17.74% of the world’s population has only accounted for about 2.4% of the world’s geographical area and 4% of its water resources. Vegetables play an imperative role in nutritional security, economic viability and fit well into the predominant intensive cropping systems prevailing in different parts of our country. More than 60 kinds of vegetables are grown in India in tropical, subtropical and temperate agro-climates. India is the largest producer of okra and ranks 2nd in the production of potato, onion, cauliflower, and cabbage. During 2013-2014, India produced 162.19 million tonnes of vegetables and vegetable export from our country was worth Rs. 5462.93 crores. For a balanced diet, an adult who works moderately needs about 300 grams of vegetables per day, of which about 50 grams should comprise root vegetables, 50 grams of leafy vegetables and 200 grams of other kinds of vegetables as per Dietary Guidelines for Indians, NIN, 2011.

The vegetable is one of the important crops of Jharkhand, which is being cultivated on a commercial scale. About 3.2% of the gross cropped area of the State is devoted to vegetable crops. Vegetable development depends not only on production but also on the marketing system. Vegetable cultivation being labour intensive can substantially increase employment and livelihood avenues too. Vegetable growers face many challenges in the course of marketing their products and their marketing behaviour varies under different circumstances. Keeping this in view, the present investigation entitled “Marketing Behaviour of vegetable growers in East Singhbhum district of Jharkhand” was undertaken.

Introduction

Agriculture is one of the important pillars of the Indian economy. According to a report from FICCI, about 54 percent of Indian population depends directly on agriculture and it accounts for around 17.3 percent of GDP (FICCI, 2018). In the last two decades, powered by the Government policies and strong engagement of the industry and institutions, agriculture is rapidly evolving into agribusiness in terms of approach and structure. Transformation of Agriculture to Agri-business is one of the important strategies where enterprising farmers practice profitable agriculture.

India has become the third largest startup ecosystem hub. India is home to highest number of unicorn startups after US and China with 26 unicorns out of 250 plus total unicorns globally. At a time where with the increasing population and demand for better quality and higher quantity of food. India currently has more than 49,000 plus startups, 1500 plus investors, 250 plus incubators, and 26 unicorns (NASSCOM, Srivastav, 2018). The Indian startup ecosystem is ranked at number 37 and the global ranking of its top three cities are Bengaluru, New Delhi and Mumbai for the year 2018. In 2020, Bengaluru again continued its title “silicon valley of India” (Spews, 2021).

In a bid to double the farmer’s income by 2022, the Government of India is continuously looking for ways to boost agricultural production, food processing and marketing avenues through the integration of latest technologies and innovations; thus creating a huge scope for food and agritech startups in the country (Balaji, 2018). Many agritech startups in India are mainly in marketplace segment where e-commerce companies provide fresh and organic fruits and vegetables procured directly from farmers. Very recently many startups have come up providing innovative and sustainable solutions for farmer’s problems. Startups have provided solutions such as biogas plants, solar powered cold storage, fencing and water pumping, weather prediction, spraying machines, seed drills, vertical farming, etc (Sachitanand, 2018). EM3 Agriservices offers farming services and machinery rentals to farmers on a pay-for-use basis.

Introduction

Silk also known as the “Golden Fibre” is admired all over the world for its lustre, strength and smoothness. Sericulture industry is an ecofriendly agro based activity of mulberry cultivation, silkworm rearing and production. It is a labour intensive, rural cottage industry providing subsidiary employment and supplementing the income of semi-literate and semi-skilled poor workers throughout the year [Chanotraet al., 2019]. The term ‘sericulture’ includes economic activities which receive poor workers in the value addition at each stage like (i) raising plants for feeding the silk-worms (in the form of the mulberry plantation); (ii) production of disease-free silkworm layings (dfls), eggs, or seeds; (iii) indoor rearing of silkworms till the cocoon stage which produces silk (about 30-day egg-to-cocoon cycle), and (iv) sale of silk cocoons produced.

Silk industry can be broadly classified into; (a) sericulture, (b) post-cocoon technology – reeling (yarn production), spinning and twisting of silk yarn from the cocoons; and (c) weaving, fabric production, printing and dyeing, finishing, garment designing, marketing etc. These activities also provide the auxiliary enterprises of by-product utilization and machine manufacture including spun silk yarn manufacture and pupae oil extraction, thus creating livelihood for the small and marginal farmers and labour force.

Asia is the key producer of silk in the world producing over 98.5 per cent of the global output. There are more than 40 silk producing countries, but the majority of its production comes from China and India, followed by Brazil, Uzbekistan, Thailand, Vietnam, Korea and Japan. Unlike temperate countries, India has a distinct advantage of practising sericulture all around the year, as a result of its tropical climate, yielding a stream of about 4-6 crops (Savithri and Sujathamma, 2019).

Scheduled Caste Sub Plan (SCSP) and Tribal Sub Plan (TSP) were initiated by the government to guarantee funds to SC/STs both at State and Centre in pro portion to the size of their respective population. It was in 1974-75 in the Fifth Five Year Plan period that the Government of India introduced the policy of the Tribal Sub-Plan (TSP) and later in 1979-80 in the Sixth Five Year Plan period the Special Component plan (SCP) which was renamed as Scheduled Caste Sub Plan in April, 2006 and renamed as Allocation for the Welfare of Scheduled Caste (AWSC) in February, 2017.Specifically, the SCSP and TSP mandated that pub lic resources towards SC/ ST welfare must be earmarked in proportion to their share in total population.The Narendra Jadhav Committee was constituted by the Planning Commission in 2010 in this regard.Every year, the Union Budget makes allocations exclusively for the Scheduled Caste and Scheduled Tribe.This fund is spent through the Scheduled Caste Sub Plan (SCSP) and the Tribal Sub Plan (TSP).As per the recommendations of the committee the earmarking of funds for all Central Ministries/Departments taken together should be at least 16.2% and 8.2% of the total Plan outlay respectivel under the SCSP and the TSP. The aim of such dedicated allocation is to promote nutritional security, livelihood security and entrepreneurship among these communities.

Stride of ICAR-IIVR and Operational Are

Amid nutritional and livelihood security of tribal population ICAR- Indian Insti tute of Vegetable Research (ICAR-IIVR), Varanasi has adopted 2724 tribal house holds from 24 villages of six clusters namely Faripan, Manvasa, Bakuliya, Chet wa, Jugail, Dahakudandi of Sonbhadra district of Uttar Pradesh and one cluster from Ranchi, Jharkhand for implementation of TSP programme of the institute. Similarly 2566 Scheduled Caste (SC) households have been adopted from 33 vil lages of five different clusters of Varanasi, Mirzapur and Chandauli districts for implementing SCSP programme.

AMR has been prevalent in almost all European countries from past decades. A 2021-2022 report published by the European Food Safety Authority (EFSA) and the European Centre for Disease Prevention and Control (ECDC) on AMR in zoonotic and indicator bacteria from humans, animals and food origin reported vast differences in antimicrobials resistance levels among the European countries, with comparatively higher AMR percentages in the southern and eastern parts of Europe (ECDC, 2022, 2023). The resistance levels ranged from very high for tetracyclines, sulfonamides and ampicillin, moderate for ciprofloxacin to low levels for third-generation cephalosporins (cefotaxime and ceftazidime) in human cases infected with Salmonella spp. in 2022 (ECDC, 2023). The trends are dynamic and over a decade of 2013 2022, the human isolates from 12 and 15 countries reported a statistically significant reduction in tetracycline and ampicillin resistance, particularly for S. typhimurium (ECDC, 2023). The ciprofloxacin and cefotaxime combination, a highest priority critically important antimicrobials (CIA), had very low and rare resistance levels for Salmonella isolates of humans and animal and their derived meat.

Livestock species wise variation was also observed in the resistance pattern in imported meat, being higher in poultry meat isolates compared to pig or cattle meat for Escherichia coli (ECDC, 2023). High to extremely high levels of f luoroquinolone resistance from Campylobacter jejuni and C. coli of both human and animal origin isolates exist, due to which the fluoroquinolones can no more be used as a treatment option for human Campylobacter infections (ECDC 2023). The combined occurrence of erythromycin resistance and ciprofloxacin in Campylobacter spp is considered of high public health importance, and the report mentioned that the combined resistance for these antimicrobials was higher in C. coli compared to C. jejuni from food-producing animals and humans. However, while the ciprofloxacin resistance showed an increase in over 13 study countries, seven countries reported reduced erythromycin resistance for C. jejuni. Overall, resistance to conventional antimicrobials was frequent in Campylobacter and Salmonella from humans and animals. Increasing trend in resistance to one of two CIA for treatment in humans has been observed in poultry-originated Salmonella serovars and Campylobacter while combined resistance was is low in few Salmonella serovars and C. coli isolates from humans and animals in some countries (ECDC, 2023).

Introduction

Until the 20thcentury, bacterial infections were the number one cause of human death. In the 1940s, antibiotics became the lifelines for treating serious infections that saved millions of lives. Despite the advantages derived from the use of antibiotics, resistance to these drugs emerged. Unfortunately, resistance to most antibiotics emerged in time-course even for the most powerful antibiotics developed.Resistance to antibiotics is a challenge to the scientific community in keeping up the pace of antibiotic discovery.World Economic Forum’s Global Risks Reporthas listed antibiotic resistance as one of the greatest threats (WEF, 2020).United Nations (UN) has warned that drug-resistant diseases could account for 10 million deaths each year by 2050. By 2030, antimicrobial resistance (AMR) could likelylead up to 24 million people into extreme poverty(IACG,2019). Currently, at least 7,00,000 people die each year due to drug-resistant diseases (IACG,2019). The emergence and widespread of antibiotic-resistant organisms is a global challenge and needs a multi-dimensional approach to address the fundamental issues to minimize drug-resistance.The Antibiotic Resistance Genes Database (ARDB) contains a repository of around 23,000 antibiotic resistance gene or protein sequences conferring resistance against over 240 antibiotics (ARDB). Computational Biology (Bioinformatics) has become one of the important tools in studying antimicrobial resistance. It employs a range of computation techniques to make predictions about the biological phenomenon.

Introduction

The epidemiological risk and hazards to global health security posed by AMR has been reiterating in several World Health Assembly (WHA) declarations and has been prioritized under the Global Health Security Agenda (GHSA). The Indian Ministry of Health & Family Welfare (MoHFW) has also identified AMR as one of the top priorities for collaborative work with WHO and the first National Action Plan on AMR has been implemented (2017-2022). India ranked fifth in antibiotic consumption in food producing animals (ruminants, pigs, and poultry) in 2010. Even though there has been a gradual reduction of 3.6% in antibiotic consumption during 2011-2019 (Koya et al., 2022), with mounting incomes and shifting in dietary patterns in favour of the consumption of animal protein, especially for poultry, the veterinary antibiotic utilization is projected to further rise by 312%, elevating India to the fourth rank by 2030 (Van Boeckel et al., 2015). FAO has already reported some of the peak resistance rates among common commensal and environmental bacteria against antibiotics like penicillin, cephalosporins, erythromycin and co-trimazoles in India (INFAAR). Resistance to the broad spectrum fluoroquinolones and third generation cephalosporin antibiotics is already more than 70% in Escherichia coli, Klebsiella pneumoniae, and, Acinetobacter baumannii and more than 50% in Pseudomonas aeruginosa. Even the microbial resistance to carbapenems, the last-resort antibiotics, is extremely high among gram-negative microorganisms (Sumanth et al., 2016). To overcome these incidences, it is impulsive to understand the microbe and drug interaction in host system.

Introduction

Malnutrition remains a pervasive global challenge, affecting millions of individuals across the world, particularly in low- and middle-income countries. Despite significant advancements in agriculture and food production, a large segment of the population still lacks access to essential nutrients, leading to severe health consequences and perpetuating cycles of poverty and underdevelopment (Müller and Krawinkel, 2005). Malnutrition, defined as the inadequate intake of essential nutrients required for optimal health and development, encompasses both undernutrition and over-nutrition (WHO, 2023). While undernutrition, characterized by deficiencies in energy, protein, vitamins, and minerals, remains a significant concern, over nutrition, manifesting as obesity and diet-related non-communicable diseases, is also on the rise, particularly in urban settings (Wells et al., 2020). The consequences of malnutrition are far-reaching, impacting physical growth, cognitive development, immune function, and overall well-being, with long term implications for productivity, economic prosperity, and societal stability (Saunders and Smith, 2010).

Rice, a staple food for more than half of the world’s population, plays a central role in global food security and nutrition. However, conventional rice varieties often lack sufficient levels of key nutrients, such as iron, zinc, vitamin A, and certain amino acids, leaving populations reliant on rice-based diets vulnerable to micronutrient deficiencies and associated health risks (Peña-Rosas and Mithra, 2019). Iron deficiency anaemia, zinc deficiency, and vitamin A deficiency, are among the most prevalent forms of malnutrition worldwide, particularly affecting women and children in resource-constrained settings where rice consumption is high (Dipti et al., 2012)

Significant Progress and Prospects

It is widely acknowledged that biofortification presents a promising and cost effective agricultural strategy to enhance the nutritional status of malnourished populations globally. Approaches to biofortification, including crop breeding, targeted genetic modification, and mineral fertilizer application, offer significant potential for combatting mineral deficiencies in human diets. The development of biofortified food crops with enhanced nutrient content such as iron, zinc, selenium, and provitamin A has shown promise in addressing micronutrient deficiencies prevalent in both developing and developed nations. Over the past decade, both national and international initiatives have made substantial contributions toward achieving these goals. These efforts have resulted in the release of biofortified varieties across various crops, including rice, maize, wheat, potatoes, vegetables, and millets. The majority of these varieties have been developed through conventional breeding methods without sacrificing crop yield, making them readily accepted by both growers and consumers.

One of the United Nations’ sustainable development goals is the cultivation of nutritionally rich crop varieties with heightened levels of micronutrients such as iron, zinc, calcium, total protein, lysine, tryptophan, anthocyanin, provitamin A, and oleic acid, coupled with reduced levels of anti-nutritional factors. In the past decade, 142 biofortified varieties, spanning rice, wheat, maize, pearl millet, small millet, lentil, chickpea, and other crops, have been developed under the auspices of the Indian Council of Agricultural Research (ICAR). Biofortified varieties typically do not impact ecological conditions, soil, or water requirements differently from traditional varieties. Additionally, they do not incur extra cultivation costs, and their economic output is comparable to traditional produce, leading to their widespread adoption. In India, the scale-up of biofortified varieties has gained momentum, with substantial quantities of breeder seeds being produced and distributed to public and private seed agencies for further multiplication and dissemination to farmers. Over the past six years, approximately 10 million hectares of land have been cultivated with biofortified rice, wheat, pearl millet, mustard, and lentil varieties.

7.1 Summary

Climate change is a complex global phenomenon that poses significant challenges for agriculture including uncertainty about future weather patterns, soil conditions, and other environmental factors. Farmers are facing the difficult task of interpreting and responding to these changes in order to maintain their livelihoods and ensure food security for growing populations. In this context, mental modelling has emerged as a useful approach for understanding how farmers interpret and respond to climate change. Mental models are cognitive representations of how individuals understand and make decisions about complex systems, and can be used to identify key drivers of behaviour and decision-making.

The present study has explored the social, ecological, and economic factors that influence farmers’ mental models on perception of climate change, level of uncertainty and trend of agricultural change in the selected study area. It argues that farmers’ mental models are shaped by a range of factors, including their own experiences and observations, social networks and interactions, access to information and resources, and broader economic and political contexts. The present study has also highlighted the role of uncertainty in shaping farmers’ mental models and decision-making. Uncertainty about the future impacts of climate change can create significant challenges for farmers, as they must make decisions based on incomplete information and uncertain predictions.

Introduction

The Government of India created a historic act, by enacting the Mahatma Gandhi National Rural Employment Guarantee Act (MGNREGA), the largest employment generating programme in the world, ensuring the right to work in a country with a population of over one billion. The Government of India passed the NREGA 2005, (Central Act No. 42 of 2005). NREGA was renamed as Mahatma Gandhi National Rural Employment Guarantee Act (MGNREGA) on October 2nd, 2009. MGNREGA is the first ever law, in the world that guarantees wage employment at an unprecedented scale. This Act gives legal guarantee of at least one hundred days of wage employment in a financial year to a rural household, whose adult members volunteer to do unskilled and manual work. The Act is applicable in the Districts notified by the Government of India, the implementation of the Act calls for the formulation of Rural Employment Guarantee Scheme by the State Governments.

The key processes in the implementation of MGNREGA are the adult members of rural households submit their name, age and address with photo to the Gram Panchayat, which in turn registers households after making enquiry and issues a job card which contains the details of adult member enrolled and his/her photo. Registered person can submit an application for work in writing (for at least fourteen days of continuous work) either to Panchayat or to Programme Officer, who will accept the valid application and issue dated receipt of application, letter providing work will be sent to the applicant and displayed at Panchayat office. The employment will be provided within a radius of 5 kilometers and if it is above 5 kilometers extra wage will be paid. If employment under the scheme is not provided within fifteen days of receipt of the application, daily unemployment allowance will be paid to the applicant.

Introduction

Agriculture is vital to the Indian economy in terms of job creation, with nearly half of the Indian population relying on agriculture and related activities for a living. A large proportion of the population, particularly in rural areas, is illiterate. The rural population, which is illiterate and ignorant, is unable to cope with the complexities of agricultural technology management. As a result, vocational training and technology dissemination are few viable options for increasing production efficiency and achieving rapid and sustainable agricultural development. The State of Odisha derives more than a quarter of its revenue from agriculture. More than 40% of the people in the state of Odisha depend on farming as their primary source of income and way of life, making up more than 53% of the state’s workforce. whereas agricultural technology has developed into a logical extension of the traditions, conventions, knowledge, and skills that date back to the early days of human civilization and have continued to evolve over time. It was not just agriculture that produced food or other biological means; rather, it essentially presented a wide range of traditional values to make it abundantly evident that “TECHNOLOGY and TECHNIQUE” are the cultural means to satisfy the biological as well as social demand for life. To provide the necessary acceleration to the agricultural development, Agricultural Technology Management Agency (ATMA) Scheme was launched during 2005-06 in order to enrich farmer’s skills, knowledge and competency several developmental programmes/projects, in agriculture and allied sectors. In the state Odisha, a district level autonomous institute has taken the main responsibility of all technology dissemination activities at district level for development of farmers and farm women through its bottom –up approach. During 2010 the reforms made in ATMA project and farm persons were given due importance to its multifarious activities like training, demonstration, information support, input supply, market-oriented facilities, linking credit and exposure visit etc. These multi-purpose activities provide ample opportunities for the farm communities and makes the resources accessible for them. Additionally, ATMA served as a link between individuals in need and those with the means necessary for undergoing rapid technological change. It is also critical to evaluate various stakeholders of ATMA in order to enhance both its organisational and functional approach. This includes various parameters such as efficiency of skilled professionals of ATMA, availability of resources and feedback from farmer beneficiaries among other factors.

Introduction

The term, “non-governmental organization” or NGO, came into use in 1945 because of the need for the UN to differentiate in its Charter between participation rights for intergovernmental specialized agencies and those for international private organizations. At the UN, virtually all types of private bodies can be recognized as NGOs .They only have to be independent from government control, not seeking to challenge governments either as a political party or by a narrow focus on human rights, non-profit-making and non-criminal (Ali Mostashari, 2005). On the contrary India is one the poorest countries housing one third of the total world poor population. 43% of Indian children are malnourished, a third ofthe world’s total. Over 25% of Indians are illiterate, and more than 20 million children are out of school (Asheesh Bisht et al., 2013). India is a highly populated and predominantly rural country. It is classified as a country of medium human development, ranked 128th in the United Nations Development Programme’s Human Development Index 2007. Life expectancy is 63.7 years at birth, and four fifths of the population lives on less than $2/day. The adult literacy rate is 61 percentages. India has a long history of civil society based on the concepts of daana (giving) and seva (service). Numerous organizations were established during this period, including the Friend-in-Need Society (1858), Prathana Samaj (1864), Satya Shodhan Samaj (1873), Arya Samaj (1875), the National Council for Women in India (1875), and the Indian National Conference (1887). Mahatma Gandhi’s return to India in 1916 shifted the focus of development activities to economic self sufficiency.

Introduction

Corona viruses are a huge family of viruses that cause many chronic diseases. A novel corona virus is an advanced strain of virus that has not been formerly identified in humans. Accepted recommendations to avert the spread of disease include regular hand washing, covering of mouth and nose when coughing and sneezing, avoid close contact (social distancing) with anyone showing symptoms,etc. Since majority of the people, especially children are sitting inside their home the usage of digital platforms are also increased dramatically.

COVID-19 and the associated lockdown in the country, has made a significant impact on the life of the population, across boundaries. Roughly saying, it has been near to a year since the foremost case of corona virus was reported in India, which was reported on January 30th 2020. Today that is, on 10th December 2020, 69,383,534 corona cases were reported, 1,578,707 deaths and 48,155,526 cases were recovered globally. In India 9,768,643 corona cases were reported, Of which 141,817 deaths and 9,253,388 cases were recovered. Whereas in Kerala, 2562 deaths, 658633 confirmed cases and 596593 recovered cases were reported. The only fluctuations are in the statistics, but the conditions are the same in each day. Of this study, we aim to create awareness on COVID-19 through interactive and pleasure seeking games. This helps to make them aware about the severity of the pandemic and also improves their psychological health. Lack of awareness and the passive attitude of people is the major factor of this situation. Children and the older adults are the major two communities more convenient to disseminate the information and at the same time they are the most vulnerable groups to the corona virus. Children are more enthusiastic and older people are more precaution. By providing the same games for both age groups, the interaction between both becomes closer and thereby improves the mental well-being of both in a family. So that the games were most effective in all respects. Games are activities usually undertaken for fun and enjoyment, but it not only meant for fun but also gives edutainment. Games are an effective tool to disseminate information by entertaining way.

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.

Introduction

Non Governmental Organizations (NGOs) are the organizations engaged in particular plethora of activities aimed at protecting and promoting the varied interests of the people. As the name suggests, NGOs are the state independent voluntary groups working towards various social causes – ‘Charitable Purposes’. Section 2 (15) of the Income Tax Act 1961 explains charitable purpose as those activities aimed at the relief of the poor, education, yoga, medical relief, preservation of environment including the watersheds, wild life forests and preservation of monuments or places or objects of artistic or historic interest and the advancement of any other object of general public utility. These ‘Not–for Profit’ organizations differ from other business as the main aim of such ventures is charity not generating profits. These NGOs are prohibited from distributing the income generated from their working among its members. There is no single consolidated act dealing with the formation and registration of NGOs. This is because an NGO is an umbrella term for all the charitable ventures. An NGO, in itself, can have various structures. These can be registered as societies, trusts and as private limited. Non-profit companies commonly referred to as section 8 companies therefore an NGO can be registered under any of the three acts i.e., Company Act (2013), Societies Registration Act (1860) and Indian Trust Act (1862).

Methodology

In the present study, the researcher has tried to present a broad picture of the role of media with his empirical observations on news in some selected print media and TV channels. The content analysis of news along with comparative method between print and electronic, news related to problems in rural governance and other news were taken into consideration.

Introduction

As Mahatma Gandhi, the Father of Nation, rightly pointed out that “The true India is to be found not in its few cities, but in its seven hundred thousand villages. If the villages perish, India will perish too”. (GoI website) Primarily India is an agrarian society, where more than 70% people lives in countryside. As majority of our population reside in rural hinterland and their livelihood depends on agricultural and economic activities related to it. People from rural areas migrating to mega cities or urban areas or industrial townships to seek jobs in service sectors. The seasonal migration of laborers to big cities has become a regular feature in our economy. These uprooted people feel lucky to get something to earn for near and dear ones. 58 per cent of these rural households are employed in farming sector i.e. cultivation, livestock rearing and other agricultural activity, which in turn contributes less than 60 per cent to their average monthly income. These were the findings of the ‘Situation Assessment Survey of Agriculture Households’ for the 2012-2013 crop years, from July to June. A brief overview of Indian economy reveals that agriculture contributes 16.5 per cent of the GDP contribution, compared to Industry’s 29.8 per cent and service sector’s 54.4, as per the census of 2015. It is also worth to recall that despite the big claim of booming Indian economy, the share of informal employment in total employment has remained above 90 per cent throughout the period 2004-05 to 2011-12, the Economic Survey 2014-15 revealed.

Introduction

Enhancing productivity and profitability are two major factors of agricultural growth for the future. Over dependence on monsoon and limited scope for area expansion made agriculture development is critical to generate employment and additional income for the rural poor. Major part of agricultural population is small and marginal farmers who are economically vulnerable and poor. The consequence of inclement weather on crop production affects ultimately livelihoods of farmers. In the changing scenario improvements in farmers’ productivity and profitability, diversification of agriculture have been acknowledged to enhance profit, generate additional employment for rural masses and to conserve the natural resources.

Integration of different component at farm level is the need of hour to enhance the profitability of agriculture production system. Jharkhand state a resource rich state wheremonocroping in rainfed agriculture with small undulated upland is in practice. Rural economy is mixed type where forest produce particularly lac play important role. To enhance rural economy, integration of agriculture with forest based intervention appears to be viable option to enhance profits and productivity of upland which is almost sixty percent of total cultivable land. Even though moisture is available during Rabi free grazing made imperative cultivation of second crop. Continuous aberrant weather demand the inclusion of forest resources to be exploited in diversified and integrated manner as forest interventions require little water.

The salts of the milk include those constituents that are present as ions or in equilibrium with ions. The main salts of milk are phosphates, citrates, chlorides, sulfates, carbonates, and bicarbonates of sodium, potassium, calcium, and magnesium. Approximately 20 other elements are found in milk in trace quantities including copper, iron, lead, boron, manganese, zinc, iodine, etc. These ions are more or less associated with themselves and with proteins. Some metals act as catalysts in the oxidation of milk fat leading to oxidative rancidity and certain metals like Ca, P, Mg, Mo, Co, Fe, etc. are components of metalloproteins such as lactoferrin, lactoperoxidase, xanthine oxidase, and parts of phospholipids.

Distribution of Salts Between Casein Micelles and Serum

The phosphorus is present as orthophosphate, but part of it is bound to organic components like serine and threonine residues of casein, molecules of hexoses and glycerol, phospholipids, etc. Phosphorus is also found in the hydroxyapatite structure of the colloidal calcium phosphate in the micellar structure of casein. The sulfur content of milk is about 0.36 g/kg, but most of it is in the amino acid residues methionine and cysteine of the proteins. About 10% is present as inorganic sulfate.

Physical Equilibria Among Salts

Milk contains several elements but all of them are not entirely in a soluble state. Some minerals exist in colloidal and ionic states at the normal pH of milk. The compounds that are in soluble condition play an important role in keeping various milk constituents in stable condition. A balance exists between the components that are in a soluble state and those which are in colloidal state.

Types of Enazymes in milk

1. Endogenous and 2. Exogenous.

Three sources of enzyme in milk:

1. The blood via defective mammary cells.

2. Secretory cell cytoplasm. Some of which are occasionally entrapped with fat globules by the encircling MFGM.

3. The outer layer of MFGM is probably the principal source of endogenous enzymes in milk. The outer layer of MFGM is derived from the apical membrane of the secretory cell which in turn originates from the Golgi membrane and acts as the principal source of enzyme in milk.

General Characteristics of Milk Enzymes

1. Deteriorative character e.g. lipase (commercially most important enzyme in milk), proteinase, acid phosphatase, xanthine oxidase.

2. Preservative enzymes. e.g. superoxide dismutase, sulfhydryl oxidase.

3. As an indicator of the thermal treatment history of milk. Related enzymes are alkaline phosphatase, ϒ glutamyl transpeptidase, and lactoperoxidase.

4. Mastitis infection indicator. Related enzymes are catalase, n-Acetyl-β D-glucosaminidase, and acid phosphatase.

5. Antimicrobial activity.

6. Commercial source of ribonuclease and lactoperoxidase

Common Milk Enzymes and their Role in Dairy Industry

Chemistry of Creaming

After being drawn from animals, normal milk will form a cream layer on standing. Because of the difference in density between fat globules (920 kg m−3 at room temperature) and milk plasma (density 1030 kg m−3), the granules tend to rise. This causes creaming, which we often want to prevent and it enables milk to be separated into cream and skim milk. Creaming is much enhanced when the globules have been aggregated into flocculates, clusters, or granules.

Cream Ripening

This unit operation serves as an intensive preparation of the cream for the churning process. It is divided into two categories.

1. Physical ripening;

2. biochemical ripening The following criteria are influenced by the cream ripening:

• Consistency, firmness, and spreadability of butter.

• Basic water content of butter during the manufacturing process (bound water in butter, which cannot be removed by any mechanical treatment).

• Buttermilk fat content, which has to be minimized.

The melting and solidification behavior of fat depends on the attached fatty acid, which indicate the hardness of the butterfat.

Natural hardness is caused mainly by seasonal feeding of the milk animals. Winter feed with a great deal of dry feed or roughage yields a hard butterfat with a high percentage of saturated and short-chain fatty acids and few double bonds in the fat molecules.

Summer feeding (green grass) results in fat with longer chains and a higher percentage of unsaturated fatty acids with many double bonds. We therefore distinguish between summer fat and winter fat or summer cream and winter cream.

Concentrated milk products are obtained through partial removal of water which increases the dry matter content of milk. The increase in dry matter content in concentrated milk is proportional to the degree of concentration. The milk concentrate may be prepared from either full-cream whole milk or fat-free skim milk.

Depending on the nature of raw material and other non-milk additives concentrated milks are classified into four broad categories.

1. Sweetened condensed milk

2. Evaporated milk or unsweetened condensed milk

3. Sterile milk concentrate

4. Reconstituted concentrated milk

Sweetened Condensed Milk

One of the earliest dairy products to be produced industrially is sweetened condensed milk. According to FSSA (2006), sweetened condensed milk is the product obtained by partial removal of water from the milk of cow/buffalo with the addition of sugar or a combination of sucrose with other sugars or by any other process that leads to a product of the same composition and characteristics. The fat and/or protein content of the milk may be adjusted by the addition and/or withdrawal of milk constituents in such a way as not to alter the whey protein to casein ratio of the milk being adjusted. It shall have a pleasant taste and flavor and be free from off-flavor and rancidity. It shall be free from any substance foreign to milk. It may contain food additives. It shall conform to the microbiological requirement as laid down by FSSA. The said product shall also conform to the following requirements

Commercially, one of the most significant milk products is ice cream. It is a frozen product which is usually made from milk or cream that has been f lavored with fruits like peaches or strawberries, and spices like vanilla or cocoa, or with sugar or a substitute. Stabilizers are sometimes combined with food coloring. Ice cream mix typically contains 10.0% milk fat, 11.0% solids not-fat, 14.0% added sugar, and 0.3% additives like an emulsifier, stabilizer, f lavor, and color substances.

Standard of Ice Cream

According to FSSA (2006), ice cream, kulfi, chocolate ice cream or softy ice cream means the product obtained by freezing pasteurized milk prepared from milk and/or other products derived from milk with the addition of sweetening agents and fruit products, egg products, coffee, cocoa, ginger, and nuts. It may also contain chocolate, and bakery products such as cake or cookies as a separate layer and/or coating. It may be frozen hard or frozen to a soft consistency. It shall be free from artificial sweeteners. It shall have a pleasant taste and smell free from flavor and rancidity. It may contain food additives. It shall conform to the microbiological requirements as given in FSSA (2006).

Food adulteration is a global issue, and because there are insufficient regulations and oversight, developing nations are more vulnerable to it. But in many nations, food adulteration has gone unnoticed. Contrary to popular assumption, milk adulterants can, regrettably, present major health risks that result in fatal diseases. Modern milk adulteration involves increasingly complex techniques, necessitating state- of- the- art research to identify the adulterants. Because milk contains so many nutrients that are needed by both adults and infants, it is referred to as the ideal food. In terms of protein, fat, carbohydrates, vitamins, and minerals, it is among the best sources. Regretfully, milk adulteration is a very common problem worldwide. Potential causes could be the gap between supply and demand, the perishable nature of milk, the low purchasing power of the consumer, and the absence of appropriate detection tests. Because there is insufficient oversight and inadequate law enforcement, the situation is substantially worse in developing and underdeveloped nations. While quantitative detections of adulterants in milk are varied and complex, qualitative detections can be carried out simply using chemical reactions. The type of quantitative detection methods used depends on the milk’s adulterants.

Typical Adulterants in Milk

The addition of vegetable protein, milk from different species, whey addition, and watering are the main adulterants in milk that are known to be economically motivated. There is no serious health risk associated with these adulterations. Some adulterants, though, are too dangerous to ignore. Urea, formalin, detergents, ammonium sulfate, boric acid, caustic soda, benzoic acid, salicylic acid, hydrogen peroxide, sugars, and melamine are a few of the main adulterants in milk that have been shown to have serious negative health effects.

Vitamins are natural and indispensable nutrients that are essential for our bodies in small quantities. Vitamins are indispensable for a multitude of biological functions, including growth, development, wound healing, maintaining healthy bones and tissues, supporting the immune system, and more. These vital organic compounds exhibit diverse biochemical functions and are essential for metabolic processes. The discovery of vitamins dates back to 1912 when Casimir Funk, a Polish American biochemist, initiated research on their sources, functions, and deficiency disorders. Because of his groundbreaking work, Funk is widely recognized as the pioneer of vitamins.

Types of vitamins

The classification of vitamins is determined by their solubility, resulting in two distinct groups: fat-soluble vitamins and water-soluble vitamins.

Fat-soluble vitamins

Fat-soluble vitamins, as their name implies, need fat for absorption and are stored in the fat cells. These vitamins include Vitamin A, D, E, and K.

Introduction

Acute lung injury (ALI) is the manifestation of an inflammatory response of lung resulting from severe sepsis, bacterial or viral pneumonia, trauma, and burns in animals (Ali et al., 2020).It is distinguwashed by disruption to the alveolar capillary membranes, atelectasis of the pulmonary airspaces, and neutrophil and protein-rich fluid infiltration into the alveolar space (Li et al., 2019). Although advances in treatment, the disability and fatality rates of ALI remain high, that is around 30-40% (Ali et al., 2020). At the moment, new therapeutic alternatives are urgently required to treat ALI. As a result, this is a very active area of research to understand the molecular principles underlying pulmonary inflammation and ALI (Reiss et al., 2012). The use of animal models of inflammatory lung has allowed for the probing of pathways of inflammation responsible for injury. Specially, rodent models may serve a link between in vitro research to large animals and clinical studies by allowing for high quantities of samples under physiological circumstances at low expenses (Domscheit et al., 2020).LPS, found in the outer membrane of gram-negative bacteria, consists of a polar lipid head group (lipid A) and a chain of repeating disaccharides (Gao et al., 2023). LPS induced lung injury model, closely mimic sepsis and inflammatory lung diseases, is a well-establwashed model in this field of research (Reiss et al., 2012). To mimic acute lung injury, LPS can be administered either directly through intratracheal or intranasal route (direct pulmonary insult) or indirectly through intraperitoneally and intravenous routes (indirect extra pulmonary insult) (Perl et al., 2011). This chapter focuses mostly on rodent model of acute lung injury caused by lipopolysaccharide (LPS), both direct and indirect. Additionally, it also includes the characteristics and underlying molecular mechanism of LPS induced lung injury along with applications in drug development.

Introduction

The immense use of chemicals and pharmacological entities has put the public health at brisk of potential health hazards. These substances in modern days are presented in the form of common constituents of food, medicines, beverages and junk foods etc. However, long term consumption of these substances might be responsible for chronic toxicity, but the accidental ingestion of large quantities of these substances may result into adverse acute toxic reactions. Hence an experimenter should have the acumen to develop and perform the acute toxic tests in order to find out the lethal dose 50 i.e. LD50 of the substances.

Acute Toxicity Studies

Acute toxicity studies helps to establish the dose dependent adverse effect including mortalities. The LD50 has been used as a major parameter in screening of pharmacological agents for acute toxic potential. Apart from mortality, other biological effects and the time of onset, duration and degree of recovery on survived animals, are also important in evaluation of acute toxicity. Hence, acute toxicity study solely gives information about LD50, therapeutic index and the degree of safety of a pharmacological agent.

Acute toxicity is defined as adverse effects occur following oral or dermal administration of a single dose of a substance, or multiple doses given within 24 hours, or an inhalation exposure of 4 hours. Oral administration is the most common form of acute systemic toxicity testing.

Insects development

Once an insect hatches from the egg it is usually able to survive on its own, but it is small, wingless, and sexually immature. Its primary role in life is to eat and grow. If it survives, it will periodically outgrow and replace its exoskeleton (a process known as molting). In many species, there are other physical changes that also occur as the insect gets older (growth of wings and development of external genitalia, for example). Collectively, all changes that involve growth, molting, and maturation are known as morphogenesis.

Metamorphosis

• Metamorphosis actually means change in form Metamorphosis is derived from Greek word ‘Meta’ = Change, ‘morph’ = form or structure.

• The changes in the development from egg to adult, collectively called Metamorphosis (life cycle).

• Post-embryonic changes in form are collectively called as metamorphosis.

• Metamorphosis refers to the way that insects develop, grow, and change form. Metamorphosis include three developmental processes namely growth, differentiation and reproduction which takes place in larval, pupal and adult stages, respectively.

• Majority of insects pass through profound metamorphosis. The growth of an immature insect is accompanied by a series of molts or ecdysis, in which the cuticle is shed off and renewed. The number of molts varies in most insects from 4-8. However some undergo as many as 20 or more molts. A few insects like Bristle tail silver fish (apterygota) may continue molting even after reaching the adult stage. But most of the insects neither molt nor increase in size once then adult stage is reached. The intervals between the ecdysis are called Stadia. The term instar is applied to form of an insect during stadium. In numbering the instar, the form assumed by the insect between hatching from the egg and the first post embryonic molt is termed “First Instar”.

5.1 Crop modelling

• Crop model

• “Schematic representation of the system’’i.e. a model as defined by De Wit 1970.

• Such a model can be based on statistics applied to a set of experimental data or on physical laws (Guyot, 1997).e.g. Irrigation is able to satisfy a crop’s water needs provided its management relies on the measurement or estimation of evapotranspiration. The manager can either invest in equipment to monitor changes in water content in the soil or fluxes of water into the plant or the atmosphere, or rely on a ‘‘schematic representation of the system’’, i.e. a model.

• In very simple terms we can define a crop model as “a well-thought out plan of activities to grow the desired crop to get maximum possible yields of high-quality produce with the given resources. It can be a mental or a written exercise (a “schematic representation of the system”) that a farmer or a farm manager prepares for a crop or for an individual crop”.

• In other words, we can also say that a model is “an attempt to describe a certain process or system through the use of a simplified representation, preferably a quantitative mathematical expression, that focuses on a relatively a few key variables that control the process or system”.

• It is clear that in finalizing a crop model we have to assume some mean or standard values (based on the past record, experience, expert judgment, etc.) of the variables which we may not be taking explicitly in our model.

Introduction

• Successful horticultural production is not possible without sufficient moisture regimes and for that, the appropriate techniques should be adopted.

• In the total cultivated land of India, 75 % of land contributed as a rainfed area or dry land area in which 60% with semi-arid and 19.3 % of area with arid zone.

• The irrigation facilities are covered only 38 % of the total cultivated land of the country.

• The moisture is always the limiting factor in arid area.

• So, conservation of soil moisture or water management is the most important task for arid fruit production.

• Out of total cultivated area of Horticultural production, l lakh ha is under arid or semi-arid.

• In arid area, some fruit crops with specials features are adapted for their production. So, in this area, the soil moisture conservation or the water harvesting techniques is the prime important tools for crop production with best management systems.

Increasing pressures exerted on the environment by humans make protection of natural areas crucial for the preservation of biological diversity. Protected areas are one of the most effective tools available for conservation of biodiversity.

The IUCN defines a Protected Area as ‘an area of land and/or sea specially dedicated to the protection and maintenance of biological diversity, and of natural and associated cultured resources, and managed through legal or other effective means.

Since 1986, the IUCN commission on National Parks and Protected Areas (CNPPA) has been promoting the establishment and management of a global representative system of Marine Protected Areas (MPAs) which play a critical role in the conservation of biodiversity. MPAs are growing in importance globally as practical and potentially effective options for the management of fisheries, the protection of biodiversity and the generation of income from eco-tourism. The effective management of MPAs to ensure that they meet their declared objectives poses many challenges.

The IUCN has defined an Marine Protected Area (MPA) as ‘Any area of the intertidal or subtidal terrain, together with its overlying water and associated flora, fauna, historical and cultural features, which has been reserved by law or other effective means to protect part or all the enclosed environment (Kelleher,1999).

INTRODUCTION

The Food and Agriculture Organization (FAO) of the United Nations defines aquaculture as the cultivation of aquatic organisms such as fish, mollusks, crustaceans, and aquatic plants by individuals or corporations. In aquaculture, interventions are made in the rearing process to enhance production. While aquaculture is a practice with origins dating back more than 3000 years, Aquaculture products have only recently been recognized by the United Nations Statistical Commission as distinct global commodities, despite the practice having origins dating back more than 3000 years. According to the FAO's "Global Aquaculture Production" database, the annual global production of aquaculture has increased at an average rate of around 8% over the past three decades (since 1980). Despite a recent slowing in global trends, growth remains higher than any other major animal food production sector. This rapid global increase in production is occurring alongside a slow decline in marine fisheries catches. There is a growing global focus, largely driven by demand from Western countries, on increasing the intensive production of omnivorous and carnivorous species farmed and harvested in maritime and brackish coastal environments, a practice known as mariculture. The farming of these species, such as salmon, groupers, seabasses, and prawns, typically relies heavily on inputs such as wild post-larvae and juveniles, fishmeal, fish oils, as well as significant amounts of water, land, and energy. As a result, mariculture has faced widespread criticism due to its often negative impacts on marine and coastal ecosystem health. Negative associations have been drawn between mariculture and its effects on marine capture fisheries and food security.

INTRODUCTION

The genus Pallisentis was erected by Van Cleave, 1928 with P. umbellatus as its type species. The other species reported under this genus are P. gaoes (Mac Callum, 1918) Van Cleave, 1928; P. cleatus Van Cleave, 1928; P. ophiocephali (Thapar, 1930) Baylis, 1933; P. nagpurensis (Bhalerao, 1931) Baylis, 1933; P. nandai Sarkar, 1953; P. colisai Sarkar, 1956; P. basiri Farooqi, 1958; P. allahabadi Agarwal, 1958; P. buckleyi Tadross, 1966; P. pandei Rai, 1967; P. guntei Sahay et al., 1967; P. garuai n. comb. Davendrosentis garuai Sahay et al., 1971; P. magnum (Saeed & Bilqees, 1971); P. tetradontae Troncy, 1978; P. clupei Gupta and Gupta, 1979; P. cavasi, P. fasciati, P. gomtii Gupta and Verma, 1980; P. indica, P. croftoni Mithal and Lal, 1981; P. kalrai Khan and Bilqees, 1985; P. guptai, P. mehrai Gupta and Fatma, 1985; P. fotedari Gupta and Sinha, 1991 and P. jagani Koul et al., 1991.

MATERIALS AND METHODS

The fish hosts were collected from the study area and brought to the laboratory for parasitic examination. The external body surface as well as the internal body organs were thoroughly examined for the parasites. The collected acanthocephalan parasites were washed and relaxed in normal saline. Then the specimen was fixed and preserved in AFA (alcohol-formalin-acetic acid) solution. To facilitate identification of the worms the parasites were cleared in lactophenol and mounted in glycerine jelly. Diagrams were made with the help of camera lucida and measurements were taken with ocular micrometer. All the measurements are in millimetres. The collected parasites were identified following Yamaguti (1963) and Bhattacharya (2007).

INTRODUCTION

In nature water is considered as the most important natural resource which is utilized in large quantity throughout the world for drinking, washing, bathing, recreation, irrigation, aquaculture and many industries. Water also plays a fundamental role in regulation of water cycle in nature. India is a agriculture based country totally based on different water sources. The quality of water plays a important role to mankind because it is directly linked with human health. Lake water’s are mainly used for farming and domestic activities like cloth washing. Increasing human activities continuously in lake basins is posing a great threat to all forms of life in aquatic environment. Most of the people who live in villages use irrigation facilities for farms and use excessive use fertilizers and pesticides for agriculture purposes and subsequently and degrade the aquatic ecosystems of lakes. We need to conserve water for future generations and safeguard our natural resources for sustainable development and biodiversity conservation.

Many researchers investigated the freshwater lakes and ponds in the Indian subcontinent viz. Bagde and Verma (1985), Desai (2014), Patel and Patel (2012), Nirbhavanae and Khobragade (2017), Mehta et al (2016), Gupta (2018), Bastola (2013), Raj and Sevankodiyane (2018), Rana Phul Kunwar Singh (2016), Shyamala and Hemvathy (2018), Meshram et al (2014), Fule and Nimgare (2018), Chaudhary and Sitre (2020), Pimpalshende and Sitre (2021).

INTRODUCTION

India is rich in biodiversity and possesses about 108276 species of insects. Indian subcontinent is one of the mega biodiversity countries of the world occupying ninth position in terms of freshwater mega biodiversity (Mittermeier et al., 1997) comprising 30 order (Dijkstra et al. 2013). Inland wetlands of India serve as the habitat for more than 500 species of aquatic insects which are represented predominantly by Ephemeroptera (mayflies), Odonata (dragonflies) and Trichoptera (caddisflies), (Subramanian and Sivaramakrishnan, 2007). Aquatic insects play important ecological roles in keeping freshwater ecosystems functioning properly (Choudhary and Janak, 2015). The aquatic insects are important part of aquatic ecosystem which play vital role in ecosystem functioning and are known to be representative of structure and function of freshwater ecosystem due to their high abundance, high birthrate with short generation time, large and rapid colonization (Choudhary and Ahi 2015). Aquatic insect function on multiple trophic level such as shredders, collectors, scraper and predators on animal debris, wood and leaf litter reaching the wetland from the surrounding landscape. Nutrients processed by aquatic insects are further degraded into absorbable form by fungal and bacterial action. Plants in the riparian zone absorb this nutrient soup transported through the wetlands. In addition to this significant ecosystem function, aquatic insects are also a primary source of food for fishes and amphibians (Tachet et al., 2003 ; Kumar, 2014).They interact in nutrient cycling within lentic and lotic systems and are regarded as an effective bioindicator (Lundquist and Zhu 2018) and serve as an important component of natural foodweb in aquatic ecosystem. However, the aquatic insect fauna of this part in India is inadequately documented. Therefore, present study carried out to delineate the baseline status of aquatic insects of Anandwan lakes at Warora Dist: Chandrapur.

Order: Siphonptera (Fleas)
Class: Insecta
Subclass: Pterygota 
Division: Endopterygota
Order: Siphonaptera
Siphonaptera derived from two greek words viz. siphon (sucking) and apteron (wingless)
General characters of fleas
1. Body is laterally compressed.
2. Tegument is highly scleritized. Outer chitinous layer is very thick and it is dark brown in colour.
3. A pair of simple eye or ocelli are present on head. Compound eyes absent.

Acaricides: Acaricides are agents that kill members of class Arachnida like ticks and mites.

Acaricides are used both in medicine and agriculture, although the desired selective toxicity differs between the two fields.

What is acaricide resistance?

The ability of a parasite strain to survive and/or to multiply despite the administration and absorption of a drug given in doses equal to or higher than those usually recommended but within the limits of tolerance of the subject.

How does resistance develop?

• Animals are treated with the chemical (Acaricide), exposing nearly all of the tick population to the toxin.

• Susceptible individuals are killed, and those rare individuals that have some genetic resistance, survive.

• They reproduce, and pass along those “resistance genes” to the general tick population.

1. Collection of arthropods

a. Collection of arthropods from the host’s body: The collection of arthropods from the host’s body involves various techniques tailored to different species and circumstances. For instance, the extraction of small ectoparasites such as lice, fleas, and wingless keds typically employs usage of forceps with pointed tips for precision. In poultry, a method of brushing against the grain of feathers enables dislodgement of ectoparasites, which are then collected on a black surface for examination. A highly effective strategy for harvesting ectoparasites from small or deceased hosts, such as poultry, involves sealing the carcasses within a polyethylene bag. This confinement prompts ectoparasites to detach from the host and accumulate within the bag, facilitating subsequent collection using a brush. The retrieval of ticks to prevent the rupture of their mouthparts is achieved by straightening the tick forward and pulling backwards before extraction. These ticks are further placed in a tube sealed with a ventilated stopper or a gauze covered with cotton wool plug. The tubes ought to include paper for the ticks to cling onto, along with a labelled piece of paper. These tubes are stored in a cool and humid container for transportation to the laboratory. This container should be well-insulated and equipped with ice blocks or freezer packs as well as damp pads to sustain elevated humidity levels. It’s crucial to ensure that the ticks do not directly touch the ice. A sizable thermos flask can be utilized for this purpose. Mange mites, on the other hand, are obtained by conducting deep skin scrapings from the periphery of affected lesions, enabling the collection of specimens for analysis.

Introduction

The most important function in the socioeconomic domain of India is played by agriculture, which is the foundation of the nation's economy. India's agriculture industry is vast, varied, and involves a lot of different players. With the use of Green Revolution technologies, it has become one of the most amazing success stories of the post-independence era. The Green Revolution enhanced rural welfare and allowed for food self-sufficiency, both of which boosted the Indian economy. In the framework of the Green Revolution, the National Agricultural Research System (NARS) played a crucial role. India boasts one of the world's biggest and most intricate agricultural research programs in terms of structure. The Imperial (now Indian) Council of Agricultural Research (ICAR) was established in 1929 on the advice of a Royal Commission on Agriculture, marking the culmination of a process that began in the 19th century and led to the creation of the current Indian agricultural research system [1].

The functioning of the agricultural sector, market dynamics, and policy consequences are all influenced by a complex web of interrelated components that make up agricultural economics dynamics. These dynamics shape the production, supply, demand, and competitiveness of agricultural products and involve the interactions between farmers, markets, technology, and government regulations [2],[5].

Introduction

The world of finance revolves around the management, generation, and analysis of money and investment opportunities. Financial professionals orchestrate a complex dance involving credit, borrowing, and various investment instruments like securities and stocks. This intricate choreography aims to fund present endeavours using a strategic allocation of anticipated future income. Since finance deals with the flow of money across time, grasping the time value of money is essential. Understanding interest rates and how they impact investments becomes paramount for making sound financial decisions that consider both present needs and future goals. This intricate web of concepts is what finance professionals navigate to ensure the optimal use of financial resources. Finance can be broadly divided into three types:

1. Public finance

2. Corporate finance

3. Personal finance

1. Public Finance: The government steps in to prevent the economy from going off track by managing how resources are distributed, income is shared fairly, and the economy remains stable. Taxes are the main way the government gets the money to fund these programs.

Introduction

The economic cycle, also known as the business cycle, refers to the fluctuating state of an economy characterized by periods of economic expansion and contraction. It involves the cyclical pattern of growth and decline in economic activity, impacting various indicators like gross domestic product (GDP), employment rates, interest rates, and consumer spending2. The economic cycle is a fundamental concept in economics that helps determine the overall state of an economy as it moves through four distinct stages: expansion, peak, contraction, and trough. Understanding the economic cycle is crucial for investors, businesses, and policymakers as it influences investment decisions, business strategies, and economic policies based on the prevailing stage of the cycle.

1. Expansion

The upswing of the business cycle towards a peak is called an economic expansion. An economic expansion is associated with: Firstly, an increase in production and output is a prominent feature of economic expansion. This uptick in production signifies growing economic activity, as businesses ramp up their operations to meet rising demand.

Introduction

Over the course of past decades India is one of the fastest growing economies of the world with a robust growth and transformations in its economy. In this journey subsidies played a crucial role in influencing market behaviour, support industries, address market failures, and achieve social and economic objectives of the country. Now what actually the economic subsidies are.

Subsidies are financial incentives provided by governments to individuals, businesses, or industries in the form of cash, grants, or tax breaks to influence economic behaviour and outcomes. They aim to correct market failures, promote specific industries, encourage production, and address economic challenges. Subsidies can be direct (cash payments) or indirect (tax breaks), benefiting recipients by reducing burdens or promoting certain actions. They are in the public interest, supporting social goods or economic policies.

The importance of subsidies lies in their ability to offset market failures and externalities, leading to greater economic efficiency. By providing financial aid, subsidies can stimulate production, increase supply, lower prices for consumers, and drive economic growth in targeted sectors. They play a crucial role in stabilizing economies, responding to economic shocks, and promoting long-term economic stability. Subsidies can also help governments address poverty, encourage investment in research and development, and support essential industries like agriculture, energy, and healthcare.

India has a unique social and cultural setting with diverse people, culture and religions. It is one of the oldest and greatest civilizations of the world. Geographically India extends snow clad Himalayan mountains in the north to the tropical rain forests of the south. It is the 7th largest country in the world and well recognised in Asia by its mountains, seas, deserts, and vast stretch of fertile plain land, which give the country a distinct geographical identity.

India has a very rich, diverse religious and cultural heritage. The four main religions of India are - Hinduism, Islam, Christianity and Sikhism. Hinduism is the largest religion in India, with approximately 80% of the population is Hindu while Islam (Muslim) is the second-largest religion having 14% (approx.) share.

Religion in India is characterised by the diversity of religious beliefs and practices. In Indian history, religion has been an important part of the country's culture. Indian subcontinent is the birthplace of four of the world's major religions, namely, Buddhism, Hinduism, Jainism and Sikhism, which are collectively known as native Indian religions and represent 83% of the total population of India approximately.

Hinduism

Hinduism is the main Indian religion. It is considered as a religious and universal order, a way of life which followed by the people who believed in Hinduism. The word ‘Hindu’ refers group of particular people who believes and follow Hinduism, the oldest religion in the world. It has also been described as ‘Sanatana dharma’.