eChapters

Introduction

Seaweed, a diverse group of marine algae, thrives in a variety of aquatic environments across the world’s oceans. Found in both shallow coastal waters and deeper offshore regions, seaweed plays a crucial ecological role in marine ecosystems. It attaches itself to rocky substrates, sandy seabed, or even other marine organisms, utilizing the rich nutrients present in seawater for growth. Seaweed populations are influenced by factors such as water temperature, light availability, and nutrient levels.

Seed treatment refers to the application of chemical or biological substances to seeds before planting. This process is designed to protect seeds from diseases, pests, and other adverse conditions that may affect germination and early growth and can improve overall crop yield and quality. Seed treatment can involve the use of fungicides, insecticides, bactericides, and other agents that help improve seed health and vigor. Seed treatment is a crucial step in ensuring healthy crop production. By investing in seed treatment, farmers can achieve better crop establishment and reduce the need for subsequent interventions, leading to more sustainable and cost-effective agricultural practices.

4.1 Importance of Seed Treatment

1. Disease Control: Seed treatment helps to protect seeds and seedlings from soil-borne and seed-borne pathogens, reducing the risk of diseases that can impair seed germination and seedling growth.

2. Pest Protection: Treated seeds are less likely to be damaged by insects and other pests that may be present in the soil. This protection can lead to higher seed survival rates and better crop establishment.

3. Improved Germination: By reducing the incidence of diseases and pests, seed treatment can enhance the germination rate and uniformity of seedlings, leading to more robust and consistent crop stands.

4. Nutrient Provision: Some seed treatments include nutrients or growth promoters that help improve seedling vigor and early development, ensuring that young plants have a better start.

5. Resistance to Environmental Stress: Seed treatments can help seeds withstand adverse environmental conditions such as drought, salinity, and temperature fluctuations, improving the overall resilience of the crop.

Crop disease forecasting is a crucial component of integrated crop management, enabling farmers and agricultural practitioners to anticipate and prepare for potential disease outbreaks. The importance of crop disease forecasting cannot be overstated, as it allows for the timely implementation of disease management strategies, reducing the risk of yield losses and minimizing the use of chemical pesticides. Conventional methods of crop disease forecasting have been widely used for decades, relying on observations of weather patterns, crop phenology, and disease symptoms to predict the likelihood of disease outbreaks. These methods have been refined over time, incorporating new technologies and data sources to improve their accuracy and reliability (Fig. 10.1). Despite the advent of modern technologies, such as machine learning and remote sensing, conventional methods of crop disease forecasting remain a vital tool for many farmers and agricultural practitioners. These methods are often simple, cost-effective, and accessible, making them particularly suitable for smallscale farmers and resource-constrained agricultural systems. This chapter will provide an overview of conventional methods of crop disease forecasting, highlighting their principles, advantages, and limitations. The chapter will also discuss the importance of crop disease forecasting in modern agriculture, emphasizing its role in promoting sustainable crop production and reducing the environmental impact of agricultural practices.
10.1 Conventional methods of Forecasting
There are several conventional methods of crop disease forecasting that have been widely used for decades. Some of these methods include:
10.1.1 Weather-based forecasting
This method uses weather data, such as temperature, rainfall, and humidity, to predict the likelihood of disease outbreaks. Weather-based forecasting models use statistical relationships between weather variables and disease incidence to make predictions (Fig. 10.2).

5.1. Introduction

A dry cow is a cow that is not producing milk. Usually cow remains in-milk for about 305 days (average lactation length), after that it remains for a period of about 60 days in dry condition (not giving milk) called dry period. Dry period is critical for a cow for regeneration of her udder and reserve nutrients for the next lactation, otherwise, milk production will not be upto the mark and the cow may suffer from several metabolic diseases after parturition. A dry cow is just as valuable as a lactating cow, therefore should be not neglected. A dry cow management programme includes nutrition, general management and health control programme.

Botanical Name : Anacardium occidentale L.
Family : Anacardiaceae 
Origin : North East Brazil in Latin America. 
Chromosome No. : 2n=2x=42
Type of fruit : Droup. 
Type of Inflorescence : Panicles (Both male and  hermaphrodite flowers occur on the same inflorescence)

Fruit flies: Bactrocera cucurbitae:Tephritidae

This pest is more serious in bitter gourd, snake gourd and to a certain extent on ridge gourd. Other cucurbits are attacked to a lesser level. Damage by this pest causes losing the fruit quality, rotting and fruit drop. The adults lay many eggs inside the fruit sing their big ovipositor that hatch out into worm like apodous maggots. Feeding by the maggots on the pulp of fruits result in rotting, yellowing and fruit drop. The dropped fruits allow pupation by the maggots in the soil from where they emerge out as adults and start egg laying on fresh frits.

Abstract: Calendulas, popularly known as pot marigold, are admired for their ornamental value. The leaves, seeds and flowers are source of oil, pigments, dye, flavonoids, and ingredient in cosmetics, human, and animal medicines and dietary composition. Currently, there are intraspecific hybrids in the market. Traits of interest to flower breeders for crop transformation include plant architecture, flowering, flower colour and size, large and bold seed with high oil, pest and virus resistance.

Keywords: Calendula, intraspecific hybridization, mutation, molecular marker.

ABSTRACT

Papaya (Carica papaya L.) is an important crop in the tropics and subtropics for export of fruits and above all, for local consumption. Cultivation of papaya faces with problems due to its heterozygosity, dioecious nature and susceptibility to a large number of viral diseases. Crossing between two hermaphrodites will produce the highest ratio of fruit bearing female trees, which is of homozygous dominant andromonoecious types which are always letha l due to po st fertilization barriers leading to their abortion. The gynodioecious varieties of papaya have the M1M1 forms while selfing and hence for explant selection , gynodioecious varieties like Sunrise solo and CO7 were prefered Embryo culture is one of the earliest forms of in vitro culture applied to solve practical problems and is probably the tissue culture techniques that has proven of greatest value to breeders. Ovule culture is practised in a case when small (or) young embryos that abort at early stages of development and are difficult to isolate. This necessiates the development of a protocol for initiation, multiplication and regeneration of ovular callus of papaya.

Introduction

Over the past few decades, soil resources have witnessed many changes driven by demographic pressure and climate change. It is necessary to have up to date soil information to monitor the state of soils health with time. Soil resource inventory provides information about the potentialities and limitation of soils for its proper utilization. Soil survey offers an accurate and scientific inventory of different soils, their properties and extent. An in-depth knowledge of the type of soils and their spatial distribution is a prerequisite for developing rational land use planning. Remote sensing is the science of obtaining information about the earth’s surface without actually being in contact with it. On the other hand, proximal sensing refers to remotely sensed measurements that are taken at the field or laboratory level. Both these processes involve an interaction between incident radiation and the targets of interest. Fundamentally, remote sensing data products are a representation of the functional response of objects to energy sources. These are typically spectra, which are acquired as a discrete series of reflectance measurements taken at different wavelength intervals, or bands. In the shorter wavelengths of the electromagnetic spectrum (visible part), features can be detected by virtue of reflected solar energy, while in the longer wavelengths (microwave, thermal parts), sensing of emitted energy works. Conventional soil sampling, and subsequent laboratory analysis are generally time consuming and costly. In this context, remote sensing plays a crucial role for studying soil resources. The term remote sensing is generally used for airborne and space borne acquisitions, whereas proximal sensing refers to ground-based laboratory and field measurements. Advances in the quantitative disciplines like remote sensing and proximal sensing have laid the foundations for a spatial exploration of soil-system dynamics within a landscape context (Pennock and Veldkamp 2006).

Cheese is made from milk, with the addition of cream, buttermilk, and/or whey. This basic raw material is also called cheese milk. Cheese consists mainly of casein (the major protein of milk), other milk proteins, fat, other milk components, and a certain percentage of water, which is bound. Proteins are precipitated by enzymes and/or acidification as well as heat and are separated by suitable processes from the aqueous phase. (whey, serum). Cheese is most often molded, pressed, and salted and has fungal and bacterial culture additions. colorants, herbs, spices, and other non-dairy ingredients are also added to the cheese. It is consumed either fresh or at different stages of ripening.

Worldwide, there are more than 2000 types of cheese, sometimes made by very different manufacturing processes. A classification can be based on several aspects and is done in different countries according to different criteria. A general classification can be made for three major groups:

a. Rennet or natural cheese: manufactured straight from milk by using proteolytic enzymes (rennet) and acid, with a more or less pronounced ripening process.

b. Fresh cheese or non-ripened Cheese: Quarg, fresh cheese, and white cheese are examples. Its manufacturing process is similar to that of rennet cheese manufacturing, but it has a high degree of acidity and is not subjected to a proteolytic ripening process.

c. Long-life cheese (processed cheese): it is more often made from rennet cheese and is textured by thermal treatment and made shelf-stable.

Light is a form of electromagnetic radiation that is visible to the human eye. It is a crucial aspect of our daily lives, and its importance extends beyond just visibility (Fig. 5.1). Light plays a vital role in various fields, including agriculture, energy, health, and more.
5.1. Properties of Light
• Wavelength: Light consists of different wavelengths, which determine its color. The visible spectrum of light includes colors ranging from approximately 380 nanometers (violet) to 780 nanometers (red).
• Intensity: Light intensity affects its brightness and energy. Higher intensity light is more energetic and can have a greater impact on various processes.
• Direction: Light travels in straight lines and can be directed or focused. This property is essential for applications like lasers, optics, and solar concentrators.

The concept of value, expressible in the metric units by which the character is measured. The value observed when the character is measured on an individual is the phenotypic value of that individual. All observations of means, variance, or covariances, must clearly be based on measurements of phenotypic values. In order to analyse the genetic properties of the population we have to divide the phenotypic value into two componants.
The first division of phenotypic value is into components attributable to the influence of genotypic and environment. The genotype is the particular assemblage of genes possessed by the individual, and the environment is all the non-genetic circumstances under the term ‘environment’ means that the genotype and the environment are by definition the only determinants of phenotypic value. The two components of value associated with genotypic value and the environmental deviation.
The mean environmental deviation in the population as a whole is taken to be zero. So that the mean phenotypic value is equal to the mean genotypic value. The term population mean than refers equally to phenotypic or to genotypic values. When dealing with successive generations we shall assume for simplicity that environment remains constant from generation to generation so that the population mean is constant in the absence of genetic change. If we replicate thea particular genotype in a number of individuals and measure them under environment conditions normal for the population, their mean environmental deviations would be zero and their mean phenotypic value would congiguently be equal to the genotypic value of that particular genotype.
In principle it is measurable, but in practice it is not, except when we are concerned with a single locus where the genotypes are phenotypically distinguishable or with the genotypes represented in highly inbred lines for example, considering a single locus with two alleles. A1 and A2, we call the genotypic value of one homozygote + a, that of the other homozygote – a and that of the heterozygote d (we shall adopt

China aster is a popular annual cut flower valued for its vibrant colours, sturdy stems, attractive flower forms and good vase life. This chapter describes its origin, distribution, genetics, botanical characteristics and commercial importance in India. It covers improved varieties, climate, soil, propagation, seed treatment, nursery management, planting, nutrition, irrigation and other cultural practices. The chapter further explains pest and disease management, harvesting, postharvest handling, grading, marketing and yield. China aster's importance to small and marginal farmers and its demand as both cut and loose flower make it an attractive crop for diversified commercial floriculture.

Introduction

Agriculture is an important sector for countries like India, who have majority of its population, directly or indirectly depend upon agriculture. The sector which feeds the majority of population of any country needs special attention for its all round development. Marketing is such a crucial aspect related to agriculture that is probably not developed in any of such countries which largely depends upon agriculture. Underdeveloped and lack of resources are the main reasons behind the underdeveloped nature of agricultural marketing. In simple terms, agricultural marketing means the buying and selling of agricultural produce. The Indian council of Agricultural Research defined involvement of three important functions, namely assembling, preparation for consumption and distribution.

The livestock play a significant role in generating gainful employment in rural areas, particularly among the landless and marginal farmers. The Jammu region of state of Jammu and Kashmir possesses a huge livestock population which is maintained under different management systems. The region has a vast diversity in agro-climatic conditions (comprising low altitude, middle altitude and high altitude), and animal husbandry and pasture management practices. Despite having huge livestock, the production potentials are very low. There are various factors related with low production and among them parasitic diseases rank very high.

Advantages
    1.    These agents are primarily exhaled through the lungs and recovery is not dependent upon redistribution within the body and detoxification mechanisms. This is helpful in poor risk patient.
 
    2.    Anesthesiologist has good control over the anesthesia.
 
    3.    Early recovery of the patient.

    4.    Closed system available for thoracic surgery.

    1.    Nutrients : Chemical substances obtained from food and used in the body to provide energy, structural materials, and regulating agents to support growth, maintenance, and repair of the body’s tissues. Nutrients may also reduce the risks of some diseases.
    2.    Carbohydrate, fat, and protein are sometimes called macronutrients because the body requires them in relatively large amounts (many grams daily). In contrast, vitamins and minerals are micronutrients, required only in small amounts (milligrams or micrograms daily).
    3.    The international unit for measuring food energy is the joule, a measure of work energy. To convert kcalories to kilojoules, multiply by 4.2; to convert kilojoules to kcalories, multiply by 0.24.
    4.    Essential nutrients : Nutrients a person must obtain from food because the body cannot make them for itself in sufficient quantity to meet physiological needs; also called indispensable nutrients. About 40 nutrients are currently known to be essential for human beings. Energy-yielding nutrients: the nutrients that break down to yield energy the body can use:

Crossandra belongs to family Acanthaceae. It is also known as Kanakambaram in Tamil or Kanakambara in Kannada and Fire cracker in English because of cracking sound during opening of seed pod. Crossandra is derived from Greek word “krossoi” meaning fringe and “aner” meaning male i.e. fringed anthers. Crossandra is an evergreen shrub and one of the important loose flower used for adornment. The flowers are commonly grown for flower adornment in the form of garlands, venis and gajras. Though it is not fragrant, flowers are very popular because of its attractive bright colour, light weight and good keeping quality. These are used for making garland, either alone or in combination with jasmine flowers. Using crossandra flowers in combination with jasmine is becoming increasingly popular in India, particularly in southern parts, because the jasmine flowers provide colour contrast and the desired fragrance. Crossandra varieties show a remarkable range of colours, varying from orange, pink, red, yellow and double coloured blue-type with white throat.

ORIGIN AND DISTRIBUTION

Crossandra is native to Indo-malaya region. They are all native to sub-tropoical regions including India, Southeast Asia, Africa, and Madagascar.

Crossandra Salisb is a genus of about 50 species which are shrubs or herbs from Tropical Africa, Madagascar and Arabia, where it is grown as a perennial shrub. Crossandra undulaefolia Salisb. (Syn C. infundibuliformis Nees) is a native of East Indies. However, it is sometimes considered to be native of south India and Ceylon. C. guinensis is native of east Africa while C. nilotica has its origin in east Africa and Mozambigue. C. flava is a native of tropical west Africa.

The crossandra plants are distributed in tropical as well as subtropical regions of the world such as south Asia, South America, South Africa and Madagascar. In India, it is commercially cultivated in southern states of Karnataka, Tamil Nadu and Andhra Pradesh (Singh, 2006).

4.1 Introduction

The objective of this chapter is to design a mobile app for agricultural field automation with Blynk app. Mobile app is designed to control the water management in field as per requirement. The complete system comprises of two sections sensor node and mobile app. Sensor node comprises of Node MCU, Power supply, LCD, Relay board, soil sensor and Ultrasonic sensor. The system is designed to establish control and communication with specific agricultural field to take sensory data from soil and ultrasonic level sensor and control the PUMP IN motor and PUMP OUT motor with the help of mobile app.Fig.4.1 shows a block diagram for a system to control specific agricultural field with mobile app and IoT modem.

Introduction

In India, the history of agriculture dates embarrassed to Indus natural depression Civilization Era and even before that in some locations of Southern India. Today, India ranks more familiarized in surface area output. Agriculture and related sectors like biology and fisheries accounted for 137% of the value concerning 500^th of the manpower in 2013. The livelihood buildup of agriculture to India’s value is steady breakdown with the country’s broad-based livelihood growth. Still, agriculture is demographically the broadest and highest livelihood across and plays a strong role within the all-inclusive socioeconomic attachment of India. India exported $38 billion service of scientific discipline on-line symbols, authentic it the seventh larger scientific discipline business person used to and therefore the sixth larger web businessperson, plenty of its agriculture exports serve developing and developed nations as in 2013. Indian agricultural/horticultural foods squarely determined and exported to further more than 120 countries, primarily within the geographical area, environmental region, SAARC countries, the EU and United States. As per FAO (2010), agriculture statistics India is that the world’s larger agent of in great quantity of fruits and vegetables, milk, spices, base crops that as jute, staples as millets and vegetable oil seed. India is that the further larger agent of wheat and rice in the world.

India stratified within the world’s five larger producers of over 80^th of scientific order ending things, as well as in large numbers banker’s invoice crops feels affection for unusual crops including cotton, in 2010. India is one in every of the world’s five larger producers of farm animal including dairy products and plenty of meat, with one in every of the quickest advanced rates, as of 2011.