eChapters

1. Ambwani S, Ambwani Tanuj Kumar and Chauhan RS (2014) Counteracting effects of cow urine on allethrin induced immunotoxicity and oxidative stress in chicken lymphocytes culture system. Journal of Immunology and Immunopathology.16: 58-63.
2. Ambwani S, Ambwani TK and Chauhan RS (2018) Ameliorating effects of Badri cow urine on cypermethrin induced immunotoxicity and oxidative stress in chicken lymphocyte culture system. Biosciences Biotechnology Research Asia.15 (3): 1-12.
3. Banga RK, Kumar P, Singhal LK, Sharma A and Chauhan RS. 2005. Red hill cattle is characters and body measurements. The Indian Cow, 3: 10-14.
4. Banga RK, Singhal LK and Chauhan RS. 2005. Cow urine and immunomodulation: An update on cowpathy. International Journal of Cow Science, 1(2): 26-29.
5. Chauhan Divya and Chauhan R.S, 2021. Badri Cattle - A Boon to Uttarakhand. In: Cowpathy and Human Health ( Eds : Sethi RS, Kaur Gurvinder, Malik Yashpal, Chauhan RS ). SIIP, Ludhiana. P_17
6. Chauhan Divya and Chauhan R.S. (2022). Cow Science Experts in India - 1. Shree Krishna A well known Cow Lover. International Journal of Cow Science. 6(1):2
7. Chauhan R S and Tulsa Devi. 2020. Immunity, Nutrients and Immunomodulation. International Journal of Emerging Technologies and Innovative Research, 7 (5):1030-1038.

Cowpathy

Panchgavya chikitsa is an age old system of medicine described in ancient Indian literature ‘Ayurveda’ and now it is known as ‘cowpathy’ means the therapy of human ailments through cow products. However, Cowpathy is different from Panchgavya as it also include cow cuddling, Backrub, Gau grass, Gauseva, and living with cow besides, Panchgavya products milk, curd, ghee, urine and dung. Since the cowpathy practice is to increase the aura of an individual, it prevents from many ailments and infections. In Ayurvedic system, the medicines are prepared either from plants or from animals besides the use of certain metals. The Ayurvedic medicines of animal origin are mainly prepared from indigenous cow products such as urine, dung, milk, curd and ghee. Medicinal use of cow urine has been in practice since time immemorial in India.

Botanical description

Cowpea belong to genus Vigna and species unguiculata (L) Walp (Syn V. sinensis Savi) of the family Leguminosae sub family Fabacae.

Floral biology

The flowers of cowpea are hermaphrodite. Self-pollination is effected though with some cross-pollination.

Climate and Soil

Cowpea is a warm season crop, and therefore it can be grown both in spring and in rainy seasons in the plains of India. It cannot tolerate cold weather, heavy rainfall and water logging.

The cowpea aphid: Aphis craccivora: Aphididae

Hosts
 
Groundnut, red gram, peas, beans, safflower, lab-lab niger

Symptoms of damage
 
Both nymphs and adults cause the damage by sucking the plant sap from shoot tips, pods and leaves.  Infested pods become malformed and withered.  Severe infestation may result in complete drying of affected pods.  They also act as vector of virus diseases in pea. 

I. FILL UPS

1. Cowpea is a _____ crop.
2. Isolation distance for cowpea foundation seed production is _____.
3. Spacing adopted for cowpea is _____.
4. Seed rate for cowpea seed production is _____.
5. The maximum permitted limit of offtypes for CS is _____.

Southern pea / black eyed pea are the other names associate with cowpea. It is grown for vegetable and also as pulse crop and varieties are specific for use.

Classification of Cowpea
1.    Vigna unguiculata (L.) Walp. Cv. Sesquipedalis: yard long bean or asparagus bean: Possess long pods and used as vegetable. 
2.    Vigna unguiculata (L.) Walp. Cv. Cylindrica: dual purpose, i.e. vegetable and pulse 
3.    Vigna unguiculata (L.) Walp cv. Radiata: Pulse type.
 
More emphasis is given for pulse types for crop improvement. Less attention is given to vegetable types. Pole and bush types are available in vegetable type. Cowpea improvement is from vine to bushy habit with low fiber content and low glucosides and increased protein content.
Origin and Distribution: Cowpea is in cultivation from ancient times in the tropics of old world. Country of origin is uncertain. In India, it has been known from the vedic times. Vavilov (1939) considered India as the primary centre of origin. But it is now generally agreed that Africa is centre of origin since wild forms are found in Africa and in Asia wild forms are absent (Smartt, 1990). Faris (1965) concluded that, cowpea arose from domestication of wild form Vigna unguiculata ssp dekindtiana in West Africa. But domestication is actually happened in Ethiopia and dissemination was West wards Africa, East ward across the Indian Ocean. It has spread from Africa to Asia and Europe through Egypt. Introduced to West Indies in 16th century by Spaniards and was taken to USA around 1700. Now cowpea is widely distributed throughout the tropics and subtropics.

Introduction
Q fever is a zoonotic bacterial infection caused by Coxiella burnetii, an obligate intracellular parasite, classified within the family Rickettsiaccae. Q fever (Q for “query”) was first used in 1937 to describe a mysterious febrile illness of packing house workers in Brisbane, Australia. The causative agent was isolated from infected workers and later was identified as Rickettsiae. Almost simultaneously the same organism was identified wood tick collected in Montana. Cox, an American, and Burnet, an Australian, where honored for their early work with this organism, hence the name “Coxiella burnetii”.
Host and Susceptibility
Coxiella burnetii is a well-established infectious agent that has reached a state of balanced pathogenicity in a plethora of host. Human are unnatural and usually dead-end-host. The microorganism generally maintained in a less pathogenic form in separate cycle existing independently among wild mammals and their haematophagus arthropods, principally tick and in domestic animals.
Morphology
It is an intracellular organism which is a polymorphic bacillus (0.2-0.4mm width, 0.4-1.0 mm length), which has a cell membrane, like Gram negative bacteria. However, it stains poorly with pigmented Gram stain, but gimenez staining is traditionally used to stain the Coxiella burnetii pathogen from pathological materials and crop. Coxiella burnetii has several distinctive characteristics, including a sporulationlike
process that protects the organism against the external environment, where it can survive for long periods. In mammals, the usual host cell of C. burnetii is the macrophage, which is unable to kill the bacterium. The other an important characteristic of C. burnetii is its antigenic variations, those called phase variation. This antigenic shift can be measured and is valuable for differentiating acute from chronic Q fever. Thus, it displays two antigenic phases those are phase-I and phase- II that are liable to the Lipopolysaccharide (LPS) of the membrane.

Abstract
Corporate Social Responsibility (CSR) has much bigger implications for inclusive development of the any country. It reduces dependency on the government for social expenditure and helps in speedy inclusive growth. The scale of CSR emerged significantly in the last decade in India. Since business houses required doing business in the society it would be an obligation on their part to share a small portion of their profit for the betterment of society. To relate fundamental business philosophy to make CSR sharper, smarter, and focused is what really matters and is the core part of any business in the 21st business philosophy century. However, critiques are emerging on the recent Government bill on CSR which makes mandatory on the part of the companies to spend a small portion of their profit for the social causes. Many companies have invested noted share of profits in various social development sectors. Also, there is research evidence to show that CSR work of the companies have reached where government could not reach so for. However, there are some reports showing most of the companies have not even have CSR policies yet. All though various Indian corporate involved in CSR activities; it is not enough when contrast to their actual financial strength. This paper gives a solid background for the discussion about the possible role of CSR with respect to Social Inclusion

Lagerstroemia indica belongs to family Lythraceae commoly known as Crape myrtle. It it grown well in India for various landscape purposes. It is called Sawani or Shravani (Hindi), Dhayti (Marathi), Chinagoranta (Telugu), Pavalakkurinji (Tamil). Lagerstroemia a long period of striking rainy season flower colour, attractive fall foliage and good drought-tolerance all combine to make a favourite shrub or small tree for either formal or informal landscapes. It is a deciduous, multi stemmed; rounded crown; dense branching and is highly recommended for planting in urban and suburban areas.

Lagerstroemia indica belongs to family Lythraceae commoly known as Crape myrtle. It it grown well in India for various landscape purposes. It is called Sawani or Shravani (Hindi), Dhayti (Marathi), Chinagoranta (Telugu), Pavalakkurinji (Tamil). Lagerstroemia a long period of striking rainy season flower colour, attractive fall foliage and good drought-tolerance all combine to make a favourite shrub or small tree for either formal or informal landscapes. It is a deciduous, multi stemmed; rounded crown; dense branching and is highly recommended for planting in urban and suburban areas.

The scientific name, Lagerstroemia, was coined in 1759 by Carl Linnaeus, who described and named the plant in honour of “Magnus von Lagerstroem”, an avid naturalist and director of the Swedish East Indies Company. Crape myrtle derives its common name from its crepe-like, crinkled petals, and the resemblance of its leaves to the true myrtle, Myrtus communis. “Crape myrtle” is a peculiarly-American term. Elsewhere in the world, “Lagerstroemia” is often used as the common name for crape myrtle (Knox, 2003).

Crape myrtle is the smaller version of Lagerstroemia speciosa, commonly known as Pride of India or Queen crape myrtle. The deciduous crape myrtle is among the longest blooming trees in existence with flowering periods lasting from 60-120 days. Crapes come in heights as short as 46 cm and as tall as 12 m. Leaves are alternate and smooth, but leaf size depends on variety. Flowers are borne in summer in big showy clusters and come in white and many shades of pink, purple, lavender and red. The bark is a prominent feature being smooth, pinkinsh-gray and mottled, shedding each year. Leaves are small and dark green changing to yellow and orange in autumn. When the leaves fall in winter, crape myrtle becomes a living sculpture. The trunk and branches of tree-form plants have an attractively gnarled, sinuous character with smooth bark. Seeds are narcotic. In Manipur, flowers and leaves are used as purgatives. Bark is stimulant and febrifuge (fever removing). Roots are astringent and used as gargle.

INTRODUCTION

Crataegus species, or hawthorn, are shrubs or small trees that have been widely and globally used for treating cardiac problems (arrhythmia, angina, hypertension and gastrointestinal ailments. Fruits of the plant are also consumed as food and nutritional supplement. Crataegus species has several pharmacological properties attributable primarily to presence of flavonoids and anthocyanins. The major flavonoids reported are hyperoside, vitexin, and glycosylated derivatives of these compounds. Crataegus has been listed as the plant for future in terms of its utility and significance. Though the species can be easily grown, its commercial cultivation is not yet popular. This presentation highlights the medicinal significance of the species for its greater utilization.

Definition

It is one of the important portion of milk which forms a fatty layer on top of milk when left un-disturbed. It is a prime component of milk and comprises mainly of milk fat. It may be defined as “that portion of milk which is rich in milk fat” meaning portion of milk into which larger portion of milk fat has been gathered.  According to FSSAI, 2011 Malai and Cream are defined as –

Malai means the product rich in butter fat prepared by boiling and cooling cow or buffalo milk or a combination thereof. It shall contain not less than 25.0 per cent milk fat.

16.1 Introduction
The fluid product “Cream” is defined by FSSAI standards as an emulsion of fat-in-skimmed milk that is comparatively rich in fat. It is derived by physical separation from cow milk, buffalo milk, or milk of any other species as defined under this regulation, or a mixture thereof. Cream, with the exception of sterilized variants, is composed of a minimum of 25% milk fat and is derived from cow or buffalo milk or a combination of both. It is a high-energy source that is abundant in fat and fat-soluble vitamins A, D, E, and K. The vitamin content is contingent upon the fat percentage in the cream.
16.2 Classification
Cream may be broadly classified into Market cream (direct consumption) and Manufacturing cream (manufacture of dairy products). The three different types of cream are:
i. Table cream/Light cream contains 20-25% milk fat.
ii. Coffee cream/ Whipping cream Contains 30-40 % milk fat, and
iii. Heavy cream/Plastic cream contains 65-85 % milk fat.
As per FSSAI Standards, Cream may be labeled according to milk fat content (m/m) along with product name as specified in item 1 of this Standard, as follows:
i. Low fat cream: Minimum 10 per cent. and less than 40 per cent.;
ii. Medium fat cream: Minimum 40 per cent. and less than 60 per cent.;
iii. High fat cream: Minimum 60 per cent.

Butter is one of the leading milk product in developed countries of the world. It serves as a balance wheel of dairy industry. Surplus milk is generally converted into butter to be used during the times of scarcity. It is an article of commerce and a sign if wealth. Butter is a fat concentrate, which is obtained by churning cream, gathering the fat into a compact mass and then working it for proper distribution of moisture and salt. The art of butter making has a long history. The manufacture of butter was confined to colder regions where gravity creaming was successful. The milk was allowed to stand undisturbed for 10-12 hours until layer of cream collects at the top.

10.1. Origin and distribution

• Native of India and tropical South East Asia.

• Distributed throughout plains of India from Uttar Pradesh to Assam, Madhya Pradesh, Tamil Nadu and Kerala.

10.2. Economic importance

• King of bitters.

• Economic part - Dried leaves and tender shoots (Whole plant)

• Leaves contain three bitter principles: Deoxy andrographolide, Andrographolide and Neo andrographolide.

• Roots contain flavonoids like andrographin, panicothin, aplegenin etc.

Creating videos with images and text is a versatile way to convey information visually and is popular in many forms of media, from social media posts to professional presentations. This chapter covers the basics of making videos using images and text, discusses design techniques for a compelling visual narrative, and provides examples using popular tools.
Introduction to Image and Text-Based Videos
Image and text-based videos are commonly used for tutorials, presentations, promotional content, and storytelling. These videos rely on sequences of images combined with text overlays or captions to convey messages without needing video footage. This approach is ideal for visually-driven stories or information-focused videos.
Key Benefits
• Simple to Produce: Requires no video footage, relying instead on images and text, which can be arranged on mobile devices or desktop software.
• Effective Storytelling: Allows for clear and concise communication, ideal for instructional videos, presentations, or photo stories.
• Flexible: Can be used across platforms, from social media to formal presentations, providing versatility in application.

The rise of Artificial Intelligence (AI) has significantly transformed video creation processes, enabling faster production, improved quality, and increased personalization. This chapter delves into the role of AI in video creation, exploring its applications, tools, techniques, and implications. It highlights how AI-powered tools enhance scripting, editing, animation, and special effects, and provides insights into real-world applications across industries such as marketing, education, entertainment, and more. The use of Artificial Intelligence (AI) in video production has transformed the landscape of media creation. From automating mundane tasks to enhancing creativity through intelligent algorithms, AI offers innovative tools that streamline the video production process. This chapter provides a comprehensive bibliography of
key texts, research papers, articles, and online resources that delve into various aspects of creating videos using AI. These resources will be instrumental for scholars, practitioners, and enthusiasts seeking to deepen their understanding of AI in video production.
The integration of AI into video production has disrupted traditional workflows, making video creation more accessible, efficient, and innovative. From automating mundane tasks to introducing new creative possibilities, AI is shaping the future of visual storytelling.

Introduction

Creativity and innovation are planned alternatives that an entrepreneur can use to promote his business. Business is a creative process. Success in business today requires constant innovation. Creating new solutions to problems, and the ability to create new products or services for a changing market, is part of intellectual capital. They also provide a company or business organization with a competitive advantage. Creativity is the basis of creativity. It is a process and skill that can be developed and managed throughout the organization.

Learning Objectives

• Describe the different types of creativity and Innovation

• Explain the process of creativity and phases of innovation

Creativity Definition

Creativity has different meanings. Many researchers have said that creativity is the generation of new ideas that include a creative process or a new solution to a problem and the original resolution of problems. It can also be said that the installation of the innovative solution is easy.

2.1 Introduction
As time passes, the customers are used to the practice of having short life for the products, which they buy and use. This is because of the globalization of business and growing global competition all over the world. The companies engaged in manufacturing and selling the products which are used at large volume by households and partly by industries, introduce new models to attract customers and to have more market share. This in turn has impacts on customer buying and retention decisions of those products. Though the companies introduce new models, they are expected to keep the prices of the products at affordable ranges so that there is always a larger customer segment to buy those products. This is like egg or chicken situation, because companies introduce many new models to out beat competition and in turn customers expect improved versions of those models in shorter time intervals. This forces companies to continuously engage themselves to come out with new models or improved models which have convergence of technologies to give maximal customer satisfaction. So, creativity in product design becomes an essential requirement of the product development teams of the companies.
2.2 Product Design
Product design aims to include the following tasks to solve the problems of the users or address expected needs of customers in a given market. These tasks are human intensive.
i. Understanding end-users’ requirements
ii. Imagining alternate product ideas to address their needs

Introduction

The advent of Industry 4.0 marks a pivotal era of transformation in the industrial sector, characterized by a fusion of technologies blurring the lines between the physical, digital, and biological spheres. This paper aims to delve into the bibliometric analysis of Industry 4.0, offering a comprehensive overview of the current state of research, predominant themes, and emerging trends within this revolutionary domain. By systematically mapping out the scholarly landscape, this study will not only highlight the intellectual contours that shape Industry 4.0 but also provide insights into the collaborative networks and influential regions propelling this field forward. Through this bibliometric scrutiny, we endeavour to discern the patterns of publication, citation trajectories, and the evolution of topics over time, thereby furnishing stakeholders with a strategic vantage point from which to foresee future directions and opportunities in Industry 4.0. This introduction sets the stage for a nuanced exploration of the intricate tapestry of research that constitutes the backbone of Industry 4.0, laying the groundwork for understanding its impact on the industrial paradigm and its potential to drive innovation, efficiency, and sustainability in the Fourth Industrial Revolution.

Abstract

Most farmers in India lack capital. They need credit at the right time, from the right agency, and in adequate amounts to be productive. From the farmer’s perspective. When a farmer applies for a loan from an Institutional Financial Agency (IFA), the lender must be convinced of the 3 R’s, 5 C’s, and 7 P’s, which indicate the economic viability of the proposed investments.

Abstract

This chapter examines how agricultural credit is a vital input for all agricultural development programmes. Private moneylenders used to be the main source of agricultural credit. However, this source was insufficient, costly and oppressive. To overcome this, a multi-agency approach involving cooperatives, commercial banks and regional rural banks has been adopted to provide cheaper, timely and adequate credit to farmers.

Introduction

For uplifting the socio economic conditions of the poor mass, government enacted many programmes to make available of institutional credit flow to the farmers almost at their doorstep at a reasonable rate of interest. Hence, the mind set of borrowers has changed. credit is no more regarded as “hangman’s rope” but are considered as an economic “ladder or elevator”

However, Credit can serve useful purpose only when it is used for productive purpose to generate additional income. Otherwise, its deviation for non productive purposes would affect the repaying capacity of borrowers and create over due and defaulters. The increasing rate of non repayment has been one of the major problems for all the financial institutions. Increasing default in the repayment of loan led to very serious implication, for instances, it discourages the financial institutions to refinancing to the defaulting members.

INTRODUCTION

Himalayan region is known for the diversity of its cultural heritage and climate. In Indian part, this mountain range includes states of Uttarakhand, Himachal Pradesh and Jammu & Kashmir. The climatic variability of the region,from sub-tropical to extreme dry temperate, offers great attraction to naturalists, all across the globe. The forest formations here are the natural habitats of a large number of flora and fauna. The flora found in these forests varies with the altitudinal gradient and is quite distinct. In the sub-tropical Himalayas, for example,the predominant vegetation is of deciduous type consisting of trees, shrubs, scrubs, climbers and xerophytes. Man-made Chir pine forests can also be witnessed. At middle elevation, the climate is sub-temperate and supports a mix of broad leaves and pines forests.In the high reaches including Trans Himalayas, climate is typically wet or dry temperate. In the wet temperate climate, evergreen forests are the predominant vegetation, whereas, the dry temperate areas do not support any significant vegetation.This variation in climate and altitude has a great impact on the biodiversity found in the region, and represents about seven percent of the country’s total biodiversity.

Among this diversity, many valuable and rare medicinal and aromatic plants grow wild in the region. The herbs which are traded from this region are of immense value for the preparation of Ayurvedic drugs in the form of monoherbal preparations or as multi-compound herbal formulations. Charak Samhita mentions that the herbs of the Himalayan forests excel in efficacy.

Crimean Congo hemorrhagic fever (CCHF) was first reported in the 12^th century as a hemorrhagic syndrome in present day Tajikistan. However, in the modern era, the first outbreak of the CCHF was reported in 1944-1945 in the Crimea region with more than 200 cases and the disease was called Crimean Hemorrhagic Fever. Ten years later in 1956, the virus was isolated from a febrile patient in Belgian Congo and this isolate was noted to have the same antigenic structure with the Crimean strains. For this reason, the virus was called Crimean Congo Hemorrhagic Fever. Nowadays, outbreaks of CCHF have been documented in Africa, the Middle East, Eastern Europe, and Western Asia including India. CCHF is a severe hemorrhagic fever with a case fatality rate of up to 50%.

Etiology: It is a tick-borne viral disease belonging to the family Bunyaviridae, genus Nairovirus. Like other Nairoviruses, CCHF virus is an enveloped single stranded negative-sense RNA virus and its tripartite genome consists of a small (S), a medium (M) and large (L) segment which encode for the nucleocapsid protein (NP), the envelope glycoproteins G1 and G2 and an RNA-dependent polymerase, respectively. The virus is transmitted to humans through the bite of infected ticks or by direct contact with viremic animals or humans. Infected humans can spread the disease via close contacts which may result in community outbreaks and nosocomial infections. It is an important human pathogen and could be used as a bioterrorism agent.

Pathogenesis: The pathogenesis of CCHF is not well understood. A common pathogenic feature of hemorrhagic fever viruses is their ability to disable the host immune response by attacking and manipulating the cells that initiate the antiviral response. This damage is characterized by marked replication of the virus together with dysregulation of the vascular system and lymphoid organs. Endothelial damage contributes to hemostatic failure by stimulating platelet aggregation and degranulation, with consequent activation of the intrinsic coagulation cascade. DIC is noted as an early and prominent feature of the disease process. In another study, the levels of interleukin IL-1, IL-6, and TNF-alpha were higher among patients who subsequently died as compared to survivors. The DIC score was higher among fatal cases, correlating positively with IL-6 and TNF alpha levels, and negatively with IL-10 levels. These findings demonstrate that proinflammatory cytokines play a major role in pathogenesis and mortality of patients with CCHF.

Introduction
The identification of agricultural crops with accuracy determines how precision farming works and affects biodiversity protection and food safety standards in addition to pest control practices. In modern agricultural practice, crop species identification relies on the combination of three traditional methods: morphological characteristics and biochemical markers, and remote-sensing technologies. These methods face a large variety of constraints such as environmental differences, high costs, and time-consuming operations. Genome-editing tools, especially CRISPR, a modern molecular identification tool for crops that increases efficiency and accuracy, have largely solved the problems traditional methods faced. Identifying agricultural crops correctly is an essential operation for resource management to be used efficiently in the hope that businesses meet regulatory standards and do their share in stopping trade-related fraudulent activities with incorrect labeling. The early and exact identification process helps pest and disease control because different crop species need different levels of resistance management (Rahayu et al., 2025). A reliable identification methodology remains important because sustainable agricultural practices and climate-ready crop varieties reach higher popularity in current times. The identification method based on morphological classification takes too much time and gets misdirected because of environmental conditions (Mascellino et al., 2024). High-resolution satellite data together with advanced computational tools needed for remote sensing-based identification cannot easily be accessed by small-scale farmers (Sharma et al., 2024).
The high specific identification of crop species becomes achievable through CRISPR-based technology which utilizes genetic markers as its primary feature. CRISPR enables fast and exact and affordable crop classification through its ability to detect and analyze specific genetic patterns. The accuracy of crop identification improves while real-time evaluation of plant diversity alongside disease. Alert traits becomes achievable through this method (Kanapiya et al., 2024). CRISPR-based biosensors have experienced recent advancements that enabled portable field-deployable identification tools which eliminate the need for complex laboratory setups (Lagener et al., 2025). Crop monitoring and breeding programs will undergo revolution through CRISPR technology integration in agricultural systems which will support the creation of climate-adaptive highyield crop varieties.
The evolution of CRISPR application research demonstrates its expanding function in farming efficiency together with food security establishment. The chapter explores CRISPR-based methods’ identification potential for crops using an evaluation of their superiority over conventional identification techniques and their expected contributions to future agricultural developments

Introduction
Crops play a crucial role in sustaining human life by providing food, fuel, feed, and other essential resources. However, both the changing global climate and human activities have significantly impacted crop production and productivity. Projections suggest that the world’s population will reach 9.6 billion by 2050, necessitating a 7% increase in agricultural output to meet the expanding needs (PRB 2020). Therefore, it is imperative to enhance agricultural productivity to address the growing food demands. To tackle challenges such as climate change, diminishing arable land, water scarcity, and various biotic and abiotic factors causing significant crop losses, innovative crop breeding technologies are urgently needed to boost agricultural productivity and promote sustainable development.
Presently, modern agriculture relies on crossbreeding, mutation breeding, and transgenic breeding as primary methods to enhance crop productivity and quality. Crossbreeding entails mating an elite recipient line with a donor line to generate offspring with desired traits, which are subsequently backcrossed with the recipient line over multiple generations to remove any unintended linked traits. However, this approach typically requires 8-10 years to introduce desired alleles and augment genetic diversity.

Introduction

Impact of WTO or Globalization of Indian agrarian sector claims to extend benefit of trade even to widely spread villages. In India, a sizeable number of rural masses are self-employed and able to produce what is needed just for their livelihood. They cannot be brought into market exchange relationship. So, there is every possibility of their being deprived of expected benefits. Globalization, rather, will widen the disparity between who are associated with market and who are not. Developed countries seem to have held globalization as a powerful weapon in their hands. They are stressing on opening up of national boundaries for movement of their goods and capital to developing countries but they are putting lot of restrictions on technology and labour movement, which can be far more beneficial to developing countries.

Introduction The world of agriculture stands at the crossroads of innovation and tradition, and at the heart of this dynamic sector lies the crucial role of farm journalism. In the backdrop of evolving technologies, shifting market dynamics, and the everpressing need for sustainability, farm journalism emerges as a vital conduit of information, education, and advocacy for farmers and rural communities. This chapter delves into the multifaceted realm of farm journalism, exploring its definition, scope, guiding principles, and its indispensable functions and roles in the sphere of rural development.

Introduction The Indian economy depends heavily on agriculture, which is also key to its expansion and advancement. In India, agriculture and related industries support more than two thirds of the people either directly or indirectly. 85 percent of Indian agriculture’s growers are small and marginal farmers (GOI, 2010-11). It is difficult for them to access markets, knowledge, loans, and agricultural extension services. As a result of the high transaction costs, the food sectors, finds challenges to buy agricultural products directly from farmers. This renders the supplychains ineffective and raises issues with food safety, lack of transparency, and traceability. Although debt is frequently stated as the direct cause of their misery, deeper problems including low scale operations, a lack of information, inadequate communication links with the wider market, etc., are also involve in these phenomena.

Crop adaption is closely related to genetics and plant physiology. Knowledge of basic of biological evolution and genetics is essential for an understanding of crop adaptation. Natural selection, the fundamental basis of adaptation has been atmost importance in determining the characteristic of present day crops and its still of great significance in modern plant breeding.

Ecology and ecosystem: Ecology and ecosystem influences adaption and distribution of crops. As such basic knowledge of ecology and ecosystem is necessary to understand adaptation and distribution of crops for maximum economic yields through efficient use of natural and applied inputs.

Ecosystem ecology is the integrated study of living and non living components of ecosystems and their interactions within an ecosystem frame work. This science examines how ecosystems work and relates this to their components such as chemicals, bedrock, soil, plant and animals.

Ecology is the scientific study of relations that living organisms have with respect to each other and their natural environment. Under ecology we study various ecosystems which are part of the biosphere. An ecosystem includes all the organisms and the non living environment that are found in particular place.

Adaptation is any feature of an organism which has survival value under the existing condition of its habitat. The basic of successful crop production is the selection of an adapted plant species and varieties. Plants may have morphological adaptation or physiological adaptation or both for the existing environment.

Adaptation to soil moisture

Hydrophytes: More number of stomata on the upper surface of the leaf, aerenchyma tissue in the roots of rice plants, stem is hollow/straw, internodes are longer in floating and submerged rice,

Mesophytes: Stomata are normal. Present both on upper and lower leaf surface, medium root growth.

Drought is a recurrent feature of climate or climatic anomaly or weather related natural disaster. It occurs when the precipitation remains deficient over an extended period of time, usually for a season or more and affects water shortage in water bodies, streams, soil moisture, ground water etc. resulting into low crop production and economic performance of large regions or entire country. Drought occurs in virtually all regions varying its severity, low and high from regions to regions.

This chapter provides an in-depth exploration of advanced techniques and conceptual frameworks—here termed “Weather Intelligence”—and their potential applications in precision agriculture. Although the term is not yet standardized, it serves as an exploratory framework for integrating advanced forecasting, diverse datasets, and data analytics to capture both natural and anthropogenic influences on weather patterns. The discussion spans crop and livestock production as well as allied sectors such as fisheries, aquaculture, plantations, horticulture, and specialized areas like flower farming. By integrating real-time data from sensors, remote sensing platforms, and historical records, these exploratory systems aim to empower farmers and food producers to optimize irrigation, planting, harvesting, and overall resource management. Agriculture has always depended on weather, yet the rapid pace of climate change and the need for sustainable practices have driven a technological revolution in farm management. In today’s digital age, advanced forecasting techniques and data analytics are converging into a new conceptual framework we call “Weather Intelligence.” Although this term is exploratory and not yet widely adopted, it encapsulates the vision of integrating high-resolution satellite imagery, IoT devices, and machine learning algorithms to forecast local microclimatic conditions with unprecedented accuracy. These forecasts enable proactive adjustments to critical operations—such as irrigation scheduling, planting, and harvesting, thereby mitigating weather-induced risks and enhancing productivity. Moreover, it is increasingly evident that weather patterns are not only shaped by natural phenomena but also by human-induced risks such as wars, conflicts, and environmental abuse. Factors like landfills, water and sea pollution, toxic dumping, and unsustainable industrial practices are altering microclimates around the world. This complex interplay of natural and anthropogenic forces calls for the incorporation of a broader array of variables and larger datasets into forecasting systems. In this context, embracing Weather Intelligence as a dedicated field of study and application in agricultural and allied sciences becomes not only desirable but essential. This chapter aims to detail the evolution and current state of these integrated approaches, discuss their potential applications across various agricultural sectors, and outline strategies for precision decision making. While much of the content is exploratory in nature, it provides a conceptual framework for future research

2.1 Introduction

Horticulture plays a pivotal role in global food production and is essential for ensuring food security and improving nutrition. However, the increasing pressure on agricultural resources, coupled with environmental challenges, necessitates the adoption of innovative technologies to enhance productivity and sustainability. Artificial Intelligence (AI) has emerged as a powerful tool in this regard, offering unprecedented capabilities in data analysis, pattern recognition, and decision-making. In horticulture, AI holds immense potential for revolutionizing crop and soil monitoring practices, enabling more efficient resource utilization and better management strategies.

2.2 Foundations of Ai in Crop and Soil Monitoring

Artificial Intelligence (AI) forms the backbone of modern crop monitoring techniques, enabling the processing of vast amounts of agricultural data and the extraction of actionable insights. This section provides an in-depth exploration of the fundamental principles of AI, machine learning, and deep learning, elucidating their applications in crop monitoring within horticulture.

2.1.1 Understanding Artificial Intelligence (AI)

Definition and Scope: AI refers to the development of computer systems capable of performing tasks that typically require human intelligence, such as learning, reasoning, and problem-solving.

Types of AI: AI can be categorized into two broad types: narrow AI, which is designed for specific tasks, and general AI, which exhibits human-like intelligence across a wide range of domains. In the context of crop monitoring, narrow AI applications are more prevalent, focusing on tasks such as image recognition, predictive modeling, and decision support.

1. Ideotype : It is a biological model which is expected to perform in a predicted manner in a defined environment.

2. Shuttle breeding: Growing of segregating generation in different environments.

The study of crop combination regions constitutes an important aspect of agricultural geography as it provides a good basis for agricultural regionalization. The crops are generally grown in combinations and it is rarely that a particular crop occupies a position of total isolation other crops in a given area unit at a given point of time.

The distribution maps of individual crops are interesting and useful for planners, but it is even more important to view the integrated assemblage of the various crops grown in an area unit.

For example, the demarcation of India into the rice region or wheat region does not explain the agriculturally significant fact that very often the wheat region also has a rice crop and vice versa, or wheat is often grown with gram, barley, mustard, lentil, peas and rapeseed.

For a comprehensive and clear understanding of the agricultural mosaic of an agroclimatic region and for the planning and development of its agriculture, a systematic study of crop combinations is of great significance.

In recent years the concept of crop combination has engaged the attention of geographers and agricultural land use planners. The studies made so far in this field range in approach from topical to regional and vary in extent from small areas of minor political units to the entire country.

Crop density is nothing but number of plants or seedling per unit area. Crop density per unit area depends on the soil, climate and type of crop being planted. For example under extreme conditions, in poor soils and in semiarid regions with no irrigation planting at low density is best. Otherwise crop plants will be thin and weak. In such conditions not only produces low yield but also is the ideal condition for pest and diseases. Crop unit area depends on :

1. Soil fertility: In poor soils, plant density should be lower than in fertile soils.
2. Availability of water: In areas where water is a limiting factor, planting should be done at a lower density.
3. Tillering capacity of the crop: Small grains and other cereals are planted at lower densities due to tillering capacity and elasticity of the crops.

Introduction

Crop discrimination is the process of using remote-sensing technologies to identify and characterize different types of crops based on their electromagnetic behavior at different wavelengths. Each crop has a unique spectral signature that reflects its response to the incident radiation. However, the spectral signature can also vary depending on the season, the angle of the sensor, crop’s features, illumination intensity, weather phenomenon, and topography among other external factors (Parida et al., 2023).

Crop disease dynamics is a critical aspect of plant pathology that deals with the study of the interactions between the disease-causing agent, the host plant, and the environment. It involves understanding the complex relationships between these components and how they influence the development and spread of crop diseases. Crop disease dynamics is a dynamic and constantly changing process that is influenced by a multitude of factors, including the type and virulence of the disease-causing agent, the susceptibility and resistance of the host plant, and the environmental conditions such as temperature, humidity, and rainfall. Understanding these dynamics is essential for developing effective disease management strategies that can mitigate the impact of crop diseases on agricultural productivity and food security. The study of crop disease dynamics involves examining the various components of the disease triangle, which includes the disease-causing agent, the host plant, and the environment. Each of these components plays a critical role in the development and spread of crop diseases, and understanding their interactions is essential for developing effective disease management strategies. The disease-causing agent, whether it is a fungus, bacterium, virus, or nematode, plays a critical role in the development and spread of crop diseases. Understanding the biology and ecology of the disease-causing agent, including its life cycle, mode of transmission, and survival strategies, is essential for developing effective disease management strategies. The host plant is also a critical component of the disease triangle, and its susceptibility or resistance to the disease-causing agent plays a major role in determining the outcome of the disease. Understanding the genetic and molecular basis of host plant resistance is essential for developing crop varieties that are resistant to specific diseases. The environment also plays a critical role in the development and spread of crop diseases, and factors such as temperature, humidity, and rainfall can influence the survival and transmission of the disease-causing agent. Understanding the environmental factors that influence crop disease dynamics is essential for developing effective disease management strategies that take into account the specific environmental conditions of a given region. In this chapter, we will explore the complex dynamics of crop diseases, including the interactions between the disease-causing agent, the host plant, and the environment. We will examine the various components of the disease triangle

Crop diseases are a significant threat to agricultural production worldwide, posing a major challenge to food security, economic stability, and environmental sustainability. These diseases, caused by a variety of pathogens including fungi, bacteria, viruses, and nematodes, can have devastating effects on crop yields, quality, and overall plant health. The causes of crop diseases are complex and multifaceted, involving a combination of factors such as environmental conditions, plant susceptibility, and pathogen characteristics. Climate change, soil degradation, and water scarcity can all contribute to an increased risk of crop disease outbreaks. Additionally, the widespread use of monoculture farming practices, which involve the cultivation of a single crop species over large areas, can lead to a loss of genetic diversity and increased vulnerability to disease. The consequences of crop diseases are far-reaching and can have significant impacts on agricultural production, food security, and the environment. According to the Food and Agriculture Organization (FAO) of the United Nations, an estimated 20-30% of global crop production is lost to pests and diseases each year, with crop diseases accounting for a significant proportion of these losses. This translates to billions of dollars in economic losses and millions of tonnes of food lost, exacerbating food insecurity and poverty, particularly in developing countries. In addition to the economic and food security impacts, crop diseases can also have significant environmental consequences. The use of chemical pesticides and fungicides to control disease outbreaks can pollute soil, air, and water, harming beneficial organisms and ecosystems. Furthermore, the development of pesticideresistant pathogens can lead to the use of even more toxic chemicals, perpetuating a cycle of environmental degradation. In this chapter, we will explore the causes and consequences of crop diseases in greater detail, examining the complex interplay of factors that contribute to disease outbreaks and the impacts of these outbreaks on agricultural production, food security, and the environment. We will also discuss strategies for managing and controlling crop diseases, including the use of resistant crop varieties, integrated disease management (IDM) practices, and sustainable agriculture approaches.
3.1 Symptoms of Crop Disease
Crop disease refers to any abnormal condition or disorder that affects the health and productivity of crops, including plants, trees, and other vegetation.

Introduction

In rainfed region, the rain is the only source of water which is erratic with unprecedented frequent draughts affecting fruit production in these areas. In adequate, improper water and nutrient management that has lowers down the soil fertility of orchards, especially in rainfed areas. India has fairly good progress on the horticultural crops of the world and is today the second largest producer of fruits in the world, falling behind China. However, the productivity of these fruits is significantly low as compared to other fruit growing of the countries. This is mainly reason due to undulating topography, poor soil fertility status, deep and scare ground water level are the main characteristics of rainfed areas of Jammu region. Due to ever-increasing demand of food, fruit, fuel and fodder, cultivation has been extended to marginal and smalleroded lands. These marginal and small landholders of rainfed regions are not able to sustain arable crops in long run. In addition, the income generated from such a holding is inadequate to sustain the family. 

Agriculture has under gone drastic changes from the mid 1960s through the introduction and application of various newly developed techniques in agro science such as crop and water management practices, Emphasis has been given to be integrated system approach in crop production.

It is essential to plan and implement rational policies to minimize the regional imbalances of agricultural production. The present growth in crop production has to be sustained considering ecological and economic factors. The existing as well as emerging frontiers must be examined to enhance agricultural growth on a sustainable basis. The understanding of agroclimatic relationship through crop weather conditions, soil fertility, water use efficiency, rain water management and appropriate cropping patterns based on regional resources potential must be emphasized more over agro forestry, integrated crop management, biotechnology and use of renewable energy must be emphasized for use in environmentally harmonious agriculture. Training of farmers has to be adapted to be changing technological environment.

The forest affects soil and water in many ways. Leaves and branches decreases wind strength, alter the absorption of solar radiation, and increase the surface area for evaporation. The root growth and the decomposition of plant organic matter by soil fauna and microbes, modify soil texture and structure, affecting water penetration and drainage. Changes in vegetation cover can therefore have a significance influence on the hydrological cycle and climate system.

The study area consists of the state of Punjab, Haryana, Himachal Pradesh and Jammu & Kashmir. On the basis of physiographic and soil resources, this zone is clearly divisible into two sub zones; the plains of Punjab and Haryana and the highlands. Based on altitude soil type, geology, and rainfall each of these two sub zones may be further subdivided. Major sources of water in the region, in addition to rainfall and river, are lakes and ice crops of glaciers and undergrounds springs. Under ground water is largely concentrated in the plains of Punjab and Haryana. The region covers a varied land use, from highly intensive monocultures through rotational and intercropping to grazed rangeland and near natural forests.

Crop diversification refers to the addition of new crops or cropping systems to agricultural production on a particular farm taking into account of the different returns from value-added crops with complementary marketing opportunities.

Major driving forces for crop diversification

Crop diversification provides better conditions for food security and enable farmers to grow surplus products for sale at market and thus obtain increased income to meet other needs related to household well being. Crop diversification enable farmers to gain access to national and international market with new products, food and medicinal plants. Diversification from the monoculture of traditional staples are important for nutritional benefits of farmers in developing countries and can support a country to become more self reliant in terms of food production. Diversification also manages price risk and compared to monoculture techniques. For diversification crops generally consists of more sustainable natural resources and again, diversified farms are usually more economically and ecologically resilient.

Introduction

Conservation Agriculture (CA) is a set of soil management practices that minimize the disruption of the soil’s structure, composition and natural biodiversity. These include: i) maintenance of permanent or semi-permanent soil cover (using either a previous crop residue or specifically growing a cover crop for this purpose); ii) minimum soil disturbance through tillage (just enough to get the seed into the ground); iii) regular crop rotations to help combat the various biotic constraints. CA also uses or promotes where possible or needed various management practices listed below: i) utilization of green manures/ cover crops (GMCC’s) to produce the residue cover; ii) no burning of crop residues; iii) integrated disease and pest management; iv) controlled/limited human and mechanical traffic over agricultural soils. When these CA practices are used by farmers one of the major environmental benefits is reduction in fossil fuel use and greenhouse gas (GHG) emissions.

In India, efforts to develop, refine and disseminate conservation-based agricultural technologies have been underway for nearly two decades and made significant progress since then even though there are several constraints that affect adoption of CA. Particularly, tremendous efforts have been made on no-till in wheat under a rice-wheat rotation in the Indo-Gangetic plains. The technologies of CA provide opportunities to reduce the cost of production, save water and nutrients, increase yields, increase crop diversification, improve efficient use of resources, and benefit the environment. However, there are still constraints for promotion of CA technologies, such as lack of appropriate seeders especially for small and medium scale farmers, competition of crop residues between CA use and livestock feeding, burning of crop residues, availability of skilled and scientific manpower and overcoming the bias or mindset about tillage. The need to develop the policy frame and strategies is urgent to promote CA in the region. (Bhan and Behera, 2014).

Indian agriculture is characterized by small farm holdings. The average per capita land holding is speculated to squeeze to 0.10 ha by 2050. The proportion of marginal holdings is to swell more due to the growing population, inheritance laws of division of land and diversion of agricultural land to non-agricultural purposes. But we need around 457 Mt food grains to feed our nation by 2050 as against the present level production of about 257 Mt. Significant changes are also taking place in domestic and international demand for crop products due to improvement in income and standard of living, fast urbanization, and changing life styles and food preference patterns. The food demand is projected to grow annually at 2.0 % for cereals as against 3-4 % for edible oils and pulses, 4-5% for milk and milk products, meat, fish, eggs, fruits, vegetables, sugar and gur. In contrast, association of emerging problems like declining per capita land availability, increasing nutritional insecurity, decrease in factor productivity, increasing risk with individual farm component, unsustainability of cropping systems and unwillingness of young farmers towards farming lead to an apprehension in achieving the target. Farming system which aims at long term productivity, profitability, recycling of resources and employment generation, comes out as a major strategy to tackle all such problems. In farming system, various components of farming are integrated based on the cardinal principles of minimizing the competition and maximizing the complementarity between the enterprises so as to improve productivity and profitability as well as resource conservation along with maintenance of the environment. A survey conducted by the AICRP on Integrated Farming Systems indicates existence of 19 predominant farming systems with majority (85%) as crop + livestock (Gangwar and Ravisankar, 2014). Crop dominant farming systems are existing in most of the states such as Andhra Pradesh, Bihar, Chattisgarh, Goa, Haryana, Jammu and Kashmir, Jharkhand, Kerala, Karnataka, Madhya Pradesh, North-East, Maharashtra, Odisha, Punjab, Tamil Nadu, Uttar Pradesh and Uttaranchal while livestock dominant systems, are present in Rajasthan and Parts of Gujarat. West Bengal, parts of Odisha and Assam states have the fisheries as a major source of income to the existing farming systems. The scope for promotion of horticulture (fruit) based systems exists in Jammu and Kashmir, Himachal Pradesh, Maharashtra, parts of Uttar Pradesh and in Sikkim while plantation dominant systems, are available in Andaman and Nicobar Islands and Kerala. Further, the contribution of crop and livestock to gross income of existing farming systems in 732 marginal households in 30 districts of 20 states in various NARP zones of India indicates that in majority of the place crop component contributes more than 50 % while at few districts such as Samba (Jammu), Aurangabad (Maharashtra), Mehsana and Panchmahal (Gujarat), livestock component contributes either equally or more. Thus cropping systems play a pivotal role in most of the farming systems of India.

The green revolution enhanced the food grain production by increasing  productivity of the arable crops as the only means of expanding output. The impact of this ‘revolution’ was first realized especially in the north Indian states of Punjab, Haryana, and western Uttar Pradesh. Since the new technology was based on use of seeds of high yielding varieties, increased use of irrigation and chemical fertilizers, pesticides and farm mechanization; the incremental gains in productivity of late began to end and food production started stagnating, and in many places it even acquired a decreasing trend. It is well accepted fact that ‘success always has its costs and green revolution has been no exception’. Critics of green revolution point to the environmental and health hazards due to increased use of agro-chemicals and the vulnerabilities that is there due to the spread of monocultures in which indigenous land races have been ignored and least emphasis was given on cropping systems based on crop diversification.

Indian agriculture is characterized by small farm holdings. The average farm size was only 1.21 hectares during 2005-10 and it would be 0.68 ha by 2030. Around 85% of farmers have land holdings smaller than 2 ha and they cultivate nearly 60% of the available land. The contribution of agriculture sector to the total (GDP) has decline from 38% in 1980 to 29% in 2000 and 15% in 2010-11. The per capita availability of land was 0.15 ha in 1999-2000, which will reduce to 0.11 ha by 2020. As per estimates, India would require about 345 million tones of food grains for feeding about 1.5 billion populations by the year 2020. Approximately 90% of total farm holdings are categorized as small and marginal. There is hardly any scope of horizontal area expansion. The situation is, further, aggravated due to globalization of market and trade relaxations, which call for competitiveness and efficient agricultural production system to face never challenges on the ecological, climatic, equity, social justice and employment front. In areas, endowed with adequate irrigation resources, short duration pulses, oilseeds and other high value crops will find their definite niche as sequential or intercrops, rather than replacing the major cereal crops having higher yield potential combined with high stability. Hence, an increased cropping intensity will contribute substantially to additional demands of food and cash crops.

Abstract

Crop diversity play important role of sustainable development. A study on crop diversity in Andhra Pradesh was conducted during 2010-2011. In Andhra Pradesh, cultivated crop plant species resulted in augmentation of 140 species belonging to 132 genera and 46 families. The maximum species strength was observed in the Rayalaseema region (127 species belonging to 120 genera and 43 families), followed by Telangana region (125 species belonging to 114 genera and 43 families) and parts of Coastal Andhra region (118 species belonging to 103 genera and 46 families). Species richness was predominant in cultivated crops like vegetable crops (31 species belonging 25 genera and 12 families), Fruit crops (25 species belonging 18 genera and 14 families), commercial crops (23 species belonging 23 genera and 15 families) and Leafy vegetables (12 species belonging 12 genera and 8 families). The maximum species richness in families was found in Fabaceae (16 genera and 19 species), followed by Poaceae (14 genera and 16 species), Cucurbitaceae (11 genera and 14 species), Asteraceae (7 genera and 7 species) and Apiaceae (5 genera and 5 species). The present and the past similar studies observed that many more native species remain in agriculture than previously thought, under the right conditions. There is a need to establish mechanisms of control on introduction of exotic species in natural habitats. We also need to strengthen the legislation on the use of biodiversity and to establish a research programme of the economic potential of local flora and fauna as an alternative to introduction of exotic species to safeguard our traditional crop diversity.