eChapters

Introduction
Following our comprehensive exploration of scientific crop modeling and the rigorous processes of model assessment, we now pivot to an equally vital, yet distinct, realm of understanding weather in agriculture: Indigenous Technical Knowledge (ITK). This chapter, Indigenous Technical Knowledge for Weather Forecasts and Its Validity,” delves into the profound and often overlooked wisdom embedded within local communities worldwide, knowledge systems accumulated over generations that offer unique insights into anticipating future weather patterns.
In the upcoming sections, we will embark on an in-depth examination of the diverse forms that ITK related to weather forecasting takes. This includes detailed discussions on:
• Observational Indicators: How traditional communities keenly observe subtle changes in the natural world, such as specific patterns in animal behavior (e.g., bird migration patterns, insect activity, animal calls), plant phenology (e.g., early or late flowering, unusual fruiting patterns of wild plants), and the behavior of flora and fauna as harbingers of upcoming weather shifts.
• Atmospheric and Astronomical Signs: The interpretation of sky conditions (e.g., cloud formations, specific colors of sunrise/sunset, halos around the sun or moon), wind patterns, atmospheric pressure changes (often perceived through bodily sensations or changes in local sound travel), and celestial phenomena (e.g., star brightness, moon phases) as indicators for short-term or seasonal forecasts.
• Traditional Ecological Calendars and Proverbs: The role of traditional calendars that map out expected seasonal weather based on historical observations, and folk proverbs or sayings that encapsulate generations of empirical weather wisdom in concise, memorable forms, guiding agricultural practices.

In developing countries, the most important challenges is to increase food productivity for the continuously growing population from limited land area. To great extent, this challenges has been met with good amount of success in cereals but not in case of pulses. Pulses from an indispensable component of Indian agricultural too. Further, it is an excellent source of protein to the growing population who are mostly vegetarians. The high level of lysine in the protein makes them ideal supplement to cereals. Moreover, they are endowed with nitrogen fixation, and thus improve the soil fertility.

India is one of the major pulse growing countries in the world with a total area of 23.31 million hectares, with a total production of 14.50 million tones (Source: FAO, 2011). The area, under pulses has decreased particularly during the last decades as a consequence of intensive diffusion of techniques in green revolution on the high yielding varieties of cereals. This is mainly due to the low yield potential of legumes even under high input conditions.

Among the various pulses, blackgram/urd bean known scientifically as Vigna mungo (L.) Hepper, former known as Phaseolus mungo (L.) belonging to the tribe Paseolea of family Papilionaceae is of immense importance. It is the most widely grown and highly esteemed grain legume. In India it occupies 2.9 million hectares with an annual production of 1.24 million tones (Source: FAO, 2011).

In Asia this crop is widely cultivated in India, Pakistan, and Bangladesh both in kharif and rabi seasons. In India, it is mainly grown in the states of Madhya Pradesh, Maharashtra, Uttar Pradesh, Rajasthan, Karnataka and Bihar. Tamilnadu is placed eleventh and tenth in area and production respectively (FAO, 2011).

Introduction 
Building upon our foundational understanding of how weather intrinsically shapes crop development, from the micro-scale physiological responses to the broader patterns revealed by Indigenous Technical Knowledge, we now transition to a chapter dedicated to a highly practical and actionable synthesis of this critical interrelationship: Crop Weather Calendars. These calendars are far more than mere chronological charts; they represent systematically organized and dynamic compilations of meteorological information meticulously integrated with precise crop-specific data, designed to serve as an indispensable guide for optimizing agricultural practices. In this chapter, we will embark on a comprehensive exploration of Crop Weather Calendars, moving beyond the often informal or culturally embedded ecological calendars previously discussed. We will delve into how these powerful tools systematically integrate historical weather patterns, which involves analyzing longterm meteorological data to establish reliable averages and identify probabilities of specific weather events, such as the typical onset of monsoons, average frost dates, or periods of peak solar radiation. They also incorporate real-time meteorological data, bringing in current weather observations to track actual conditions against historical norms and initial forecasts. Furthermore, Crop Weather Calendars utilize future weather forecasts, drawing on short-, medium-, and long-range meteorological predictions to anticipate upcoming conditions (Fig.12.1). This integrated weather information is then critically aligned with the precise phenological stages of a given crop cultivar, recognizing that a crop’s sensitivity and requirements vary significantly throughout its life cycle. Our exploration will detail the essential components that constitute a robust crop weather calendar, including the identification of crucial growth periods, pinpointing the most sensitive and influential developmental stages of the crop like germination, tillering, flowering, and grain filling, where weather impacts are most pronounced. It also involves the establishment of weather thresholds, which means defining the optimal, critical, and damaging ranges of key weather

1.1. Prologue

In present era, agriculture is a cause of global concern in the context of price volatility with a rising trend growing concerns for food security and resultant trade restrictions, global economic conditions in the recent past, the forecasted rate of reduction of growth of agricultural land over the next two decades, increasing mismatches between supply of agricultural products in relation to growing demand and the climatic changes which are wielding pressures on agricultural production. Thus, enhancing agriculture production and productivity have emerged as a global challenge. India, with 2.4 per cent of the world’s geographical area, is the largest producer of pulses, tea, and milk and second largest producer of fruits, vegetables, wheat, rice, groundnut and sugarcane in the world but supports about 16.2 per cent of the world’s population. Coupled with small scale land holdings and deep rooted poverty in rural areas, the magnitude and dimensions of challenges for agriculture policy-makers have increased manifold. So far as the agriculture sector in Odisha is concerned, it contributes only 15.6 percent in 2013-14 towards State Gross Domestic Product (SGDP), but provides employment and sustenance to more than 60 percent of the total workforce of the State. In this sense, the agriculture sector is still the mainstay of the economy of Odisha. According to the Economic Survey 2013-14 of Odisha, despite wide annual variations in its growth, the agriculture sector had grown at a rate of 12.72 per cent in 2012-13. However, a negative growth of 3.53 percent is anticipated during 2013-14 due to cyclonic storm Phailin and flash floods in the State in October 2013. The real per capita income of Odisha was Rs. 25,891 in 2013-14 which was around 65 per cent of All-India real per capita income of Rs.39, 961. According to the 68th round of National Sample Survey Organization (NSSO), the monthly per capita consumer expenditure (MPCE) for rural and urban Odisha is below the respective national averages. In the food and non-food consumption behaviour, an average Indian spends more than an average person in Odisha. In short, the above parameters pinpoint that the State of Odisha has been lagging behind the national economy & highlights the necessity of achieving higher growth on a sustainable manner across the sectors particularly the agriculture sector in order to uplift the society from underdevelopment & poverty. Though the contribution of agriculture to Net State Domestic Product (NSDP) has declined, the percentage of workforce engaged in agriculture has remained somewhat unchanged. This implies that there has been an overcrowding in agriculture without any noticeable increase in production.

1.    Breeding Systems Utilized in Production of Vegetable Hybrids
    
2.    Male Sterility-Theory
    
3.    Hybrid Seed Production in Chilli Using GMS
    
4.    Hybrid Seed Production in Muskmelon Using GMS
    
5.    Cytoplasmic Genetic Male Sterility
    
6.    Hybrid Seed Production in Onion Using CMS
    
7.    Hybrid Seed Production in Hot Pepper Using CMS
    
8.    Self-Incompatibility Systems
    
9.    Types of Incompatibility
    
10.    Hybrid Cultivars in Cauliflower and Cabbage
    
11.    Male Sterility in Tomato and its Uses in Hybrid Seed Production
        
References

Plant diseases need to be controlled to maintain the quality and abundance of food, feed, and fiber produced by growers around the world. Different approaches may be used to prevent, mitigate or control plant diseases. Beyond good agronomic and horticultural practices, growers often rely heavily on chemical fertilizers and pesticides. Such inputs to agriculture have contributed significantly to the spectacular improvements in crop productivity and quality over the past 100 years. However, the environmental pollution caused by excessive use and misuse of agrochemicals, as well as fear-mongering by some opponents of pesticides, has led to considerable changes in people’s attitudes towards the use of pesticides in agriculture. Today, there are strict regulations on chemical pesticide use, and there is political pressure to remove the most hazardous chemicals from the market. Additionally, the spread of plant diseases in natural ecosystems may preclude successful application of chemicals, because of the scale to which such applications might have to be applied. Consequently, some pest management researchers have focused their efforts on developing alternative inputs to synthetic chemicals for controlling pests and diseases. Among these alternatives are those referred to as biological controls.

Introduction

Salinity is an encompassing term used to describe saline and sodic soils, and the marginal quality groundwater unsuitable for crop irrigation. A soil is considered to be ‘salt-affected’ when either excess soluble salts or excess exchangeable sodium or both adversely affect the soil properties and plant growth. Depending on the values of soil saturation paste extract electrical conductivity (EC_e), pH (pH_s) and exchangeable sodium percentage (ESP), salt-affected soils (SAS) are grouped into saline (EC_e > 4 dS m^-1, pH_s < 8.2 and high ESP< 15) and sodic (EC_e< 4 dS m^-1, pH_s>8.2 and ESP >15) categories. Under certain conditions, both excess soluble salts and exchangeable sodium may be present resulting in saline-sodic conditions (EC_e > 4 dS m^-1, pH_s>8.2 and ESP >15)(Sharma and Singh, 2015). Based on FAO/UNESCO soil map of the world (1970-1980), the global extent of SAS was earlier computed to be 831 Million ha (M ha) consisting of 397 M ha saline and the remainder 434 M ha sodic soils. Although this estimate is still widely used, recent studies suggest comparatively higher global extent of salinity and the associated problems; especially in irrigated arid and semi-arid regions across the world. Not withstanding the discrepancies in such estimates, it is certain that salinity continues to impose substantial costs on global food production and environmental sustainability.

Rearing animals has been amongst the most ancient professions of humanity and since the advent of domestication, the livestock keepers have been involved with them to a certain extent on financial, social and emotional fronts and thus have been curious about certain key aspects of the livestock under their care. The curiosity can be defined with the ‘five W and one H’ of questions as What needs to be done (requirements)? When to do that (timing)? Where are they (location)? Why is there a need (rationale)? How will that meet my purpose (state)? The farming community has traditionally been using these attributes for making farm decisions by observing the animals constantly, or periodically at key occasions such as milking. Such monitoring, aided by the wisdom of experience of the generations of farmers, led to the identification of the key events or problems in the health and productivity of individual animals. However, such kind of monitoring requires a deeper engagement in livestock keeping than that is desirable in commercial farming and the decisions/ detections are severely limited by the capability of the observer.

Precision Livestock Farming (PLF) is a term that encompasses the deployment of sensors for the capture of key biological information, the use of algorithms for processing the biological information (data science), systems for making inferences and making decisions based on the processed data (artificial intelligence), interfaces that allow for making use of these data (reporting) and implements for automation (robotics). PLF is intended to optimize the process of animal production, health care and welfare by generating vast real time information to be used in various ways. There have been many systems being tried and found fit for practical applicability; whereas, few systems like geolocation and motion detection are extensively applied.

Non-thermal preservation technologies inhibit microorganisms and enzymes without relying primarily on high temperatures. They are designed to preserve freshness, colour, flavour, texture and heat-sensitive nutrients more effectively than conventional thermal treatments. These methods employ hydrostatic pressure, electrical energy, electromagnetic radiation, reactive species or mechanical forces to damage microbial cells and disrupt essential biological functions. The chapter examines high-pressure processing, pulsed electric fields, cold plasma, ultrasound, irradiation, pulsed light and edible coatings. It explains their operating principles, mechanisms, applications and nutritional implications. These technologies offer promising alternatives for producing safe, minimally processed foods, although equipment costs, process optimisation and industrial scalability remain important considerations.

Introduction

The concept and impetus for IPM grew out of the discontent with using a purely insecticidal approach to insect control in many areas in the mid of twentieth century. Excessive use of pesticide and growing needs of people has triggered several consequences such as resistance and resurgence of pests, destruction and elimination of natural enemies, effect on non target organisms, environmental pollution, disruption in food cycle and food web and residues in food commodities and pesticide poisoning. Less knowledge about biocontrolagents/natural enemies and their non-availability at right time is the key hurdles for farming communities to adopt the IPM practices on their farm. However, pesticides are still a significant component of many control programs and their negative environmental and health impacts have stimulated the research to develop alternate pest management strategies, such as biological control (BC) and other compatible, safe and sound control practices. Some remarkable early successes for both the control of insect pests and weeds (e.g. the cottony cushion scale Icerya purchase (Maskell) by the vedalia beetle Rodolia cardinalis (Mulsant) in California; the prickly pear cactus Opuntia stricta (Haw.) by the moth Catoblastis cactorum (Berg) in Australia certainly were an impetus for further research in BC field. Although the levels of success have been variable, biological control is still considered as an important means of pest control, either alone or as component of integrated management programs (Jervis, 2005; Wajnberg et al., 2007).

F- distribution: A probability density function that is used in analysis of variance and is a function of the ratio of two independent random variables each of which has a chi square distribution and is divided by its number of degrees of freedom.

F0 value: It is used to express F-value when z =10oC / 18oF and the temperature is 121.1oC. It is the number of minutes at a specific temperature (250oC) required to destroy or kill a stated number of microorganisms and has specific z-value. It is also called reference value.

Facing or lining board: The layer of the paper on which the flute is embedded is called facing or lining board (Plate 151).

Factor VIII: It is a glycoprotein based clotting factor of blood plasma that is essential for blood clotting and is absent or inactive in hemophilic patients. It is also called alsoantihemophilic factor

Facultative: Possessing the capacity to survive in more than one type of environment.

Faculative anaerobeic: Organisms that grow either with or without oxygen.

Facultative parasites: Facultative parasites can adapt to live on dead organic matter and often have a wide host range and can easily be cultured on artificial media. These organisms may be aerobic or anaerobic but under changed conditions, they changes to anaerobic or aerobic.

Introduction

Pheromones are chemicals emitted by living organisms to send messages to individuals of the same species. The class most widely explored are the sex pheromones produced by female moths which are used to attract conspecific males for mating. Bombykol, the sex pheromone of the silk moth, was first synthesized in 1959.

During the past 40 years, pheromones of hundreds of insect species have been chemically elucidated, including the sex pheromone of the codling moth. Its main component is (E, E) 8, 10-dodecadien-1-o1, a primary alcohol containing a straight chain of 12 carbons and two conjugated double bonds. Other moth pheromones are hydrocarbons, epoxides, acetates or aldehydes. These molecules all vaguely resemble fatty acids, from which they are indeed biogenetically derived.

Most pheromones consist of blends of two or more chemicals which need to be emitted at exactly the right proportions to be biologically active. The female effluvia or sex gland can contain additional compounds which are related to the pheromone components and whose biological function is often unclear. On the other hand, many attractants of male moths have been discovered simply by field screening. In several cases it could later be shown that the attractant found with this technique was identical to the natural pheromone produced by the female. In most others, the composition of the true pheromone is still unknown.

Certain constituents associated with plants are toxic. When such items are consumed by men and animals, they become hazardous. Mold growth on food items may be the cause of toxicity. Some of them are called mycotoxins. Aflatoxins are the best examples of such a group of compounds. Sometimes processing also produces some toxins. Fumigants, smoke and some metals (mercury, lead, cadmium, arsenic etc.) used for such purposes are some such toxic constituents. Pesticides used in protecting the crops and grains during storage remain on the items and the residues are hazardous.

Introduction

Bael (Aegle marmelos Corr.) is an indigenous fruit of India belongs to family Rutaceae and it is commonly known as Bengal quince (John and Stevenson, 1979), Bilva, Indian quince, Golden apple, Holy fruit, Bel, Belwa, sriphal, bilipatra Stone apple and Maredo in India. The deciduous with trifoliate aromatic leaves is traditionally used as sacred offering to the ‘Lord Shiva’ and thus the tree is also known by the name Shivaduma (The tree of Shiva). It has tolerance to arid conditions as well as high rainfall. It is known from prehistoric time and mentioned its importance in different ancient and medicinal system viz., Rigveda, Yajurveda, Atharvaveda, Charak Samhita and Sushrut Samhita, and Ayurveda, Siddha, Unani medicines and religious Jain and Buddhist literature (Balunas and Kinghorn, 2005, Om Prakash,1961 and Kirtikar and Basu, 1935). It can be grown successfully in water scarce and rainfed areas of the country. Besides, occurring as natural wild plant of forest, it is commonly grown in the homestead gardens, backyards, and religious places particularly in the premises of the Lord Shiva temples and in the farmers’ fields. In India, bael is being grown throughout the country except temperate region, but there is no systematic plantation of bael except Uttar Pradesh, Rajasthan and Gujarat where few progressive farmers have initiated growing bael economically (Dhankhar et al., 2011). Its fruit is highly nutritive and rich in vitamins, bioactive compounds, minerals, carbohydrate, etc (Gopalan et al., 1964). Every part of the tree such as fruit root, bark, leaf and flower of any stage of maturity and ripening are important ingredients of several traditional formulations. Recently, advanced scientific techniques have reported that plant has various medicinal properties viz, anticancer, antibacterial, antifungal, antidiabetic, antioxidant, hepatoprotective, haemolytic, larvicidal and anti-inflammatory activities. The sherbet and marmalade prepared from fruit pulp is prescribed for diarrhea and dysentery. It is said that the ripe fruit is a tonic, an astringent and laxative, whereas unripe fruit is an astringent and digestive and good for heart and brain. The important medicinal properties of bael are antidiabetic, antimicrobial, anti-inflammatory, antipyretic, analgesic, cardioprotective, antispermogenic, anticancer and radio protective (Kumar et al., 2010 and Vadivelan et al., 2011) The fruit is efficient to avoid malnutrition and health insecurity in the underprivileged. The ripen and unripe fruits can be used for preparation of various value added products such as jam, slab, squash, powder, candy, nectar, toffee, pickle, wine, sherbet, ice cream etc.

The questions related to different series like perfect squares, perfect cubes, geometric, arithmetic, two stage types etc. are given to quantify the aptitude of the students. These series have a definite pattern and require to stressed upon the basic knowledge and aptitude of the candidates to find out the proper answer. The series may follow different pattern either additive, deductive or multiple based on earlier values given in the series. Some of the tips are given below for better understanding of the students and also these tips will help you to solve some of the ticklish questions.

Introduction

Fermented foods and beverages comprise an indispensable part of the human diet. They can be generally defined as those foods and beverages produced via controlled microbial growth and conversion of various substrates using either enzymes or as whole cell itself, as shown in Figure 1.

The global production of cocoa is around 36.49 lakh tonnes against the demand of 37.37 lakh tonnes. Ivory Coast leads in cocoa production in the world with a contribution of 38 per cent, followed by Ghana and Indonesia. Unlike in other crops, it appears that the production and demand of cocoa at the global level match each other to a large extent. However, the recent trends in the world production of cocoa beans indicated that there was a drop of nine per cent in 2006–07, declining from 3.8 million tonnes in 2005–06 to 3.4 million tonnes in 2006–07 (Table 9.1). It was attributed to unfavourable conditions in many cocoa producing areas. West Africa, the main cocoa producing region, was hit by a severe harmattan (dusty dry wind from November to March) and its inherent dry weather, which lasted from the end of 2006 to February 2007, had a strong negative impact on global cocoa production. In Asia and South America, El Nino- related weather conditions developed in September 2006 and continued until the beginning of 2007. It led to relatively low cocoa production in 2007–07. However, it was rebounced in 2007– 08 to some extent though it was low (36.49 lakh tonnes) when compared to that of 2005–06. The favourable weather which prevailed over most of the cocoa growing regions during 2002–03 and 2003–04 helped to achieve better production during the above years while dip in the global production in 2006–07 due to unfavourable weather. It reveals that the weather abnormalities like floods, droughts, cold and heat waves across the cocoa growing regions of the world adversely affect the Coca production and the cocoa industry is likely to suffer.

Introduction 

A toxin (Greek: ôïîéêüí, toxikon, lit. (poison) for use on arrows) is a poisonous substance produced by living cells or organisms that is active at very low concentrations. Toxins can be small molecules, peptides, or proteins and are capable of causing disease on contact or absorption with body tissues by interacting with biological macromolecules such as enzymes or cellular receptors. Toxins vary greatly in their severity, ranging from usually minor and acute (as in a bee sting) to almost immediately deadly (as in botulinum toxin)

A toxin is simply a poison that can affect the body by internal or external means. A toxin can be a chemical which occurs naturally or in synthetic form. More than 120,000 human-made chemicals have been introduced into the environment, in one form or another, and this number continues to grow each year at a phenomenal rate. At the same time, microbial toxins, being influenced by the vast numbers of chemicals, are mutating beyond belief.