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Reliability aims at assessing the accuracy and consistency of whatsoever the measuring instrument measures irrespective of whether we are measuring what we are supposed to measure or not. Whereas the validity emphasises on the question “are we measuring what we were supposed to measure?”

To clarify the difference between reliability and validity, let us take an example of instruments that measure colour intensity. Assume, an expert develops two separate instruments X and Y to measure the intensity of green and red colour, respectively. But, the commercial manufacturer wrongly tags the red colour measuring instrument as X. When someone uses this wrongly tagged instrument for measuring the green colour intensity, whatever intensity values the instrument yields are reliable but not valid. It is so because the instrument is measuring red colour intensity accurately (hence data is reliable) but it is not measuring what it was supposed to measure –the green colour intensity (hence data is not valid).

The increasing global emphasis on sustainability and the circular economy has brought renewed focus to the valorization of agri-biomass and organic waste—the process of converting low-value, often discarded residues into highvalue products. Agricultural biomass, including crop residues such as straw, husks, and stalks, along with organic waste like food scraps, animal manure, and agro-industrial by-products, is both abundant and underutilized, particularly in developing regions. Traditionally, these materials have been disposed of through open burning, landfilling, or natural decomposition, all of which release significant quantities of greenhouse gases and contribute to environmental degradation. However, recent innovations in green technology and material science are transforming these waste streams into valuable resources. Through processes such as pyrolysis, fermentation, and biochemical conversion, agri-biomass and organic waste can now be converted into biochar, bio-based chemicals, and sustainable biomaterials. These products not only mitigate environmental harm but also create new economic opportunities across agriculture, industry, and the renewable energy sector. By leveraging these advancements, societies can significantly reduce waste, lower emissions, and accelerate the transition to a more sustainable and circular bioeconomy.

Introduction
Glycerol, a colourless and odourless sweet viscous liquid, is a prominent member of the polyol family—compounds distinguished by their multiple alcohol groups. Chemically known as 1, 3-propanetriol and commonly referred to as glycerine, it contains three hydroxyl (-OH) groups, which contribute to its hygroscopic nature and chemical versatility. As an essential component of lipids, glycerol forms the structural backbone of fats and oils, underscoring its biological and chemical significance. Over the years, glycerol has transitioned from being a laboratory curiosity to becoming a cornerstone of modern industrial processes, thanks to its versatility and renewable sourcing (Zhu et al., 2024).
Modern Applications and Industrial Importance of Glycerol
1. Chemical Industry: As a versatile platform chemical glycerol supports the creation of acrolein, propylene glycol and polyhydroxyalkanoates derivatives. Catalytic transformations allow glycerol to produce glycerol carbonate which finds application in lubricants, solvents and polymer synthesis research (Aranda et al., 2009). Glycerol demonstrates essential functionality in the creation of hydrogen and syngas which results in more eco-friendly manufacturing methods.
2. Pharmaceuticals and Cosmetics: The humectant and lubricant properties of glycerol make it essential for pharmaceuticals and cosmetics where it maintains moisture in cough syrups, lozenges, and skin creams while improving texture. The medical derivative glycerol trinitrate provides essential treatment for angina pectoris which results in substantial therapeutic advantages (Binod et al., 2011).
3. Food Industry: Glycerol functions as a humectant and preservative, maintaining moisture in products like dried fruits, confectioneries, and beverages. In formulations free of sugar, it also serves as a sweetener (Awogbemi and Von Kallon, 2022).
4. Animal Feed: A economical energy source for cattle, crude glycerol, a biodiesel byproduct, helps sustainable agricultural methods (Mekunye and Makinde, 2024).
5. Energy and Environmental Sustainability: Glycerol is used in biogas development to improve methane yields and helps the development of bio refineries for converting waste glycerol into biofuels, lipids, and other sustainable chemicals (Peng et al., 2023).
6. Other Applications: Glycerol finds usage as a concrete addition for enhanced durability and in antifreeze compositions in the building and automobile industries. In printing, paper manufacture, and microbial fermentation techniques, it also finds roles as a plasticiser, lubricant, and carbon source (Solowski et al., 2020).

7.1 Introduction
Valorization in simple terms means to increase the value of a product, in economics it is usually through government and administrative actions. In the concept of waste management, it is defined as the process of reutilizing or making a new product of value from waste sources. Several kinds of wastes can be transformed into materials and energy of value, one such example is agricultural wastes. These agricultural wastes are eligible to be a base for manufacturing refined commodity (Capanoglu, Nemli and Tomas-Barberan, 2022) such as chemicals, adsorbents, pharmaceutical products, acids, chitosan, certain type of wax esters, pigments etc. or can be used in several industrial or domestic processes as an energy source, most commonly the production of bioethanol. Valorization greatly contributes to circular economy as materials are continuously renewed and reused, minimizing the need for virgin resources. By transforming agricultural wastes into value – added products, valorization helps to close the loop, ensuring that each by – product is put to use in an efficient, affordable and green way, thereby reducing the dependance on conventional waste management techniques such as landfills and incineration. Moreover, valorization has other benefits, including improved public health, development of newer industries in the material recovery and processing and waste management sector. It can also bring about social awareness about sustainable practices, fostering responsible consumption and waste disposal behaviors.
7.2 Types of Agricultural Wastes
Generally, agricultural wastes are organic. The most common types of agricultural wastes are biomass from rotten produce, crops, livestock carcasses, dead leaves, droppings from livestock and straws. These organic wastes have vast potential in being converted to value – added products through various methods without much additional treatment. Inorganic wastes such as heavy metals like Pb, Cu, Hg and Ba are also found in agricultural runoff containing pesticides, paints etc. Figure 7.1 (Omojola Awogbemi et al. 2022) provides various examples of agricultural wastes that are commonly used in the production of materials and energy.

ABSTRACT

Approximately 30 % of fruits and vegetables are getting wasted each year in country like India. Not only that, there is a huge loss of agro based commodity during industrial processing and will be considered as industry generated waste. Utilization of such unexplored nutrients from agro processing sectors for making a sustainable food system will be a healthy approach to bring food security and nutrition to all of us. With this aim the present work addresses the utilization of jackfruit seeds, an agro-waste, to value added products. Jackfruit seed flour has a great potential in new food formulation along with wheat flour. The 15% (w/w) blending of jackfruit seed flour with wheat flour could be used in bread and the substituted bread is protein and fibre enriched. This attempt in developing such bakery items with blended flours could address the scarcity problem of non-wheat producing countries. Present study also looks into the alternate source of starch from spice processing industries. The nutrient starch could be explored for isolation from a nonconventional source from turmeric processing sector. The isolated starch could also be modified to enhance some of its functional properties and may be utilized in preparing value added product with a better acceptability and nutrition.Thus, the isolation of nutrients and value-added products out of fruits and vegetables and spice-processing waste would be a stepping stone to an initiative to zero hunger.

Abstract

30 lines were selected from 864 germplasm lines for good biscuit making attributes on the basis of low protein content (<10.5%) and low sedimentation value (<40cc). These lines were further screened by actual baking test and alkaline water retention capacity (AWRC) test keeping the standard prescribed for biscuit making qualities viz., low protein content, low sedimentation value, low AWRC and larger diameter with larger spread ratio of biscuit. AWRC had significant negative correlation with biscuit spread ratio. Positive significant correlation was found between biscuit spread ratio and biscuit diameter. On the basis of above findings, it may be recommended that low protein content, low sedimentation value, low AWRC may be used as criteria for better biscuit making i.e. increase biscuit spread ratio and biscuit diameter. So wheat-breeding programme has opened up new opportunities for the end use quality product and wheat based food industry. Hence there is an urgent need for qualitative analysis of desired traits in wheat towards enhanced value addition and thereby an attempted has been made to identify suitable genotypes possessing good biscuit making attributes

5.1 Introduction
One of the main methods for cost avoidance and prevention is value engineering/ value analysis. “Society of American Value Engineers (SAVE)” states that value Analysis is the systematic use of known procedures which determine the function of a product or service, define a monetary value for the function, and provide the essential function reliably at the lowest overall cost. If these are applied to a new product, it is called value engineering. By analysing the function of any product, material part, component, system, or service, it is possible to find extraneous expenditures connected with them and effectively remove them without compromising the product’s quality, functional dependability, or ability to provide services. The principles and steps of value analysis/ value engineering will supplement the effort of design thinking.
5.2 Symptoms for Introducing Value Analysis (VA)
If one or more of the following symptoms exist, starting a VA programme is expected to yield very positive effects.
i. Sales of the company’s products are declining.
ii. The prices of the products of the company are greater than those of the products of its rivals.

Variable is any character or attribute of the given object/set of objects which varies from object to object or from one point of time to another point of time. For example height of individuals is a variable; it varies from person to person.  Kerlinger (1973) defined variable as a symbol to which numerals or values are assigned.

Importance of variables: In previous sections, we discussed about formulating the research problem and development of research hypothesis. Variables are the building blocks of any scientific research problem and research hypothesis. When we consider a hypothesis to be relational hypothesis, we mean that it make claims about relationship between two or more variables. When we test hypothesis, as such we do not test the hypothesis, rather we test the significance of hypothesised relationship between two or more variables. Since variables play central role in observation, measurement and testing of relationship, it is of prime importance to understand the meaning of variables, different types and the way we define these variables.

12.1. Variety release

Superior cultivars are to be purified by breeder and tested for genuiness in 7 generations.

Then, they are forwarded to MLT after RYT, RRYT, PYT and CYT in respective research station.

Based on results of the MLT, strain is forwarded to Adaptive Research Trials (ART).

ABSTRACT

Microencapsulation is one of the latest technologies used in the food, pharmaceutical, nutraceutical and cosmetic industry where it is used for maintaining the stability of the food ingredients and slow release of the active food ingredients. For many decades the encapsulation technique was used in the pharmaceutical industries, but from last three decades it has been effectively used in the food industries showing enhanced results in flavour masking and retention of bio- active components present in the food. The production of the microcapsules can be achieved by the various process technologies. The process technologies have been reviewed in this paper such as spray drying, extrusion, spray chilling, emulsions, fluidized bed coating, freeze drying, molecular inclusion, crystallization, co-acervation etc. the encapsulation of food materials has shown a promising result in the newly growing food processing industries. Some of the recent developments in the microencapsulation viz. sweetener immobilization, controlled release and the carrier materials are also being presented in the reviewed paper.

Population expansion, climate change, diminished rainfall, and escalating food demand are adversely affecting agriculture, resulting in alterations to crop practices. Consequently, to enhance yields and obtain precise data, it is imperative to implement modern precision farming techniques and deploy diverse sensor technologies.
• In light of the current circumstances and their adverse effects on conventional farming methods, agriculture must be conducted more wisely, employing advanced and cutting-edge technologies. This is the sole method to deliver a solution and address the incessant and expanding demands of the global population.
• Precision agriculture sensors are highly effective in agriculture as they relay data that enables farmers to monitor, enhance their goods, and stay informed about changes in the field and ecosystem.
• Advanced agricultural sensors efficiently identify animals, detect estrus, and monitor health, so enabling the isolation and treatment of ill cows through the identification, detection, and tracking of herds.
• Farmers can now utilize smart sensors in agriculture to monitor their crops remotely, assess their efficacy, manage pest infestations, and promptly implement measures to safeguard their crops from environmental threats.
• A sensor is a device that detects and reacts to specific inputs such as light, movement, pressure, temperature, or humidity, converting them into representations or signals that can be interpreted by people for further analysis and processing.
• They are frequently utilized in many applications, ranging from motion detection in security systems to temperature measurement in HVAC systems. They are also utilized in commonplace items such as smartphones, automobiles, and appliances.

The curl of the vector A= xyi + yzj + zxk (i, j and k represents unit vectors along the three orthogonal axis) is

(A) xi + yj + zk         (B) – xi – yj – zk

(C) yi + zj + xk          (D) – yi - zj - xk

Vector data analysis is performed to convert raw input vector data to output that provides new and meaningful information which ultimately supports decision making and disclose hidden patterns. There are various techniques to analyse vector data like buffering, intersect, union, and so on. Some of the most commonly used techniques with their R-code examples are explained in this chapter.

First of all, you need to import all the packages which are required for performing this exercise. These packages include rgdal and sp for importing and re-projecting vector data as well as raster and rgeos for performing vector analysis operations.

Vector data consists of points, lines and polygons with x, y coordinates known as vertices representing the geographic location i.e. latitude and longitude. Vector data depicts the shape of the spatial feature. Points consist of single x, y locations. Examples of points are tower location, sampling location, etc. Lines represent 1 – dimensional features like roads, streams, etc., and are composed of many or at least two connected points or vertices. Polygons denote 2 – dimensional features like boundaries with three or more vertices that are connected and closed. The vector data are represented in the following figure (fig. 5.1).

Procedure: weigh vegetables 20 g (for each variation) Water: add sufficiently
1. Cook the vegetable in water in a pan according to the “cooking time” variations given in the table 1 and note down the color, texture and flavor changes takes place during cooking for each variation and record the observations

R aising of healthy vegetable seedlings is most important aspect in vegetable production, because, up to a large extent it determines the productivity and profitability. Nursery raising under open field conditions suffers by a number of biotic and abiotic factors like, continuous rains, too low and too high temperatures, disease and insect-pest etc. For the early establishment in the field and to reduce the cost of production, vegetable seedlings are being raised in plug trays under controlled conditions round the year. Under this system, each transplant grows in an individual cell to reduce the competition among transplants and maintain the uniformity. Plug transplants establish better in field because roots are not damaged in pulling, transplants often result in better stands, and their growth can be controlled more easily through fertility and water management. With the passage of time, a lot of advances have been made in this direction and a number machines have been developed like media sterilizer, media mixer, plug trays filling, seed sowing machine, growth chamber etc. by which the raising of seedlings under controlled environment becomes easier and labour intensive.

The growth is insulated to allow for heating or cooling according to specific germination needs of the seed. This technique reduces fluctuations in temperature and moisture that can occur in an open house. The growth chambers are usually an insulated room in which temperature and relative humidity can be maintained at a precise level. Air circulation is important to ensure uniform temperature and humidity throughout the chamber. Grafting in vegetables is a recent practice to control soil-borne diseases and nematodes, for both field and greenhouse grown crops. In addition, grafted vegetables can produce higher yields and have improved tolerance to environmental stresses, soil salinity and low soil temperatures which is only possible under protected conditions. Thus under present scenario, raising of seedlings under controlled environment offers opportunity to go for commercial nursery with different machines.

Q. 1 The question below consists of a pair of related words followed by four pairs of words. Select the pair that best expresses the relation in the original pair. 

Unemployed : Worker
(A) Fallow : land     (B) Unaware : sleeper
(C) Wit : jester        (D) Renovated : house

Vermicomposting is the process of turning organic debris into worm castings by earthworms.

Earthworms feed on decaying material, pass through alimentary canals and excreted as castings.

pH of the castings is 7 (neutral) and the castings are odourless.

Contain high amounts of nitrogen, potassium, phosphorus, calcium, and magnesium.

Contains 5 times the available nitrogen, 7 times the available potash, and 1 ½ times more calcium and rich in humus.

Improves aeration, porosity, structure, drainage, and moisture holding capacity.

3.1 Introduction

The world population will grow by another 2 billion people by 2025 and feeding them will be a big challenge. Rapid industrial development and fast urbanization, the arable lands are continuously shrinking. Many scientists and researchers reported that the Earth had lost a third of its arable lands over the last 40 years¹. In the current scenario, the most challenging task for agricultural sciences is to ensure for continuous and enough supply of food to growing human civilization. Presently, all available arable land on the earth are using extensive pesticides and fertilizers in various ways that are not sustainable as well as harmful to the environment.

There is an urgent need to think about sustainable farming options as arable land for farming is continuously reducing to fulfil the food material demand of growing population. Vertical farming can produce more food from fewer land and water resources. Though it takes out many of the risks inherent in outdoor crop production. With the control of light exposure, indoor temperature, relative humidity and watering levels, growers can grow food very efficiently. Vertical farming has the potential to produce food with less energy, less water, less waste and in less space than traditional methods. It also negates the need for harmful chemical fertilizers and pesticides. Developing and installing vertical farm in those areas where people need good quality healthy food, tackle the shortage of nutritive food material at a local level. Vertical farming can be defined as it is the practice of growing crops in vertically stacked layers where controlled-environment agriculture practices usually incorporated with the aims to optimize plant growth. The soilless farming techniques such as hydroponics, aquaponics, and aeroponics also incorporated in vertical farming as shown in Fig. 3.1. Vertical farming is a very old idea, and indigenous peoples used vertically layered growing techniques like the rice terraces of East Asia. The term vertical farming was coined by American geologist Gilbert Ellis Bailey in 1915. In 1999, Dickson Despommier, a professor at New York’s Columbia University, popularized the modern idea of vertical farming, building upon the idea together with his students.