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Soil is the most precious basic natural resource, on which depends the security of food, nutrition, income, biodiversity, livelihood and environment. But, its indiscriminate and unscientific management is a major threat to sustainability of agriculture. Over the years, there is a loss in the productive potential of soils, which is attributed to imbalance in nutrient use, mining of nutrients from soil, poor replenishment, loss of carbon, pollution, decrease in biological activities, waterlogging, soil salinity etc. Thus, land use is not commensurate with land capability.

Fruits and vegetables are very important food commodities. India has become the largest producer of fruits and the second largest producer of vegetables. Though the production of fruits and vegetables make us believe in our strength for self-sufficiency, a significant qualitative and quantitative loss occur in the produce from harvest till consumption.  For self sufficiency and also for processing, export and to meet additional requirements, a lot of emphasis need to be given to reduce post harvest losses, besides increasing  production and productivity of horticultural produces. Processing plays an important role in  conservation and effective utilisation of these perishable commodities. However, only less than 2% of total production of fruits and vegetables are processed.  The new industrial policy has placed this sector in the list of high priority areas.

The entire world is now facing a crisis situation. The problems encountered to address the crisis are interactive with each other and there is no easy way to find solution. The world’s population is expected to increase by 70 per cent by the end of year 2050 and there is need to step up agricultural production for a hunger free world. Nearly 70 per cent of the fresh water is used in agriculture sector. The demand for water in agriculture sector can be judged by the fact that several thousands of litres of water is required to produce one kilogram of food grains. Whatever maybe the source from which water is drawn for agriculture, all the sources depend upon the precipitation for replenishment on continuous basis. The precipitation patterns are not consistent and are known for greater variability from season to season, year to year and from region to region. These inconsistencies are further increasing due to recent threat of climate change triggered by the atmospheric pollution. The atmospheric pollution due to increase of greenhouse gases in the atmosphere is responsible for rise in temperatures. The rise in temperature induced changes in global pressure and wind systems. The consequence effect of it is changes in rainfall patterns, frequent occurrence of extreme weather events like floods, droughts, heat waves, intensified cyclonic activity. Rise in temperatures is increasing evaporation of water and water requirement of crops as well. There is considerable increase of the chemicals in the agriculture sector in the form of fertilizers, pesticides, fungicides and weedicides how to increase crop production and protection of crops from biotic and abiotic stresses. Consequently, there is increased pollution of water resources which may adversely affect the availability of fresh water, which is essential and critical input in agriculture for increasing agricultural production. It calls for efficient utilization of water resources in agriculture. More concerted efforts are required immediately to:
• Improve water use efficiency in agriculture
• Reduce pollution of water resources
• Conservation of fresh water resources
• Reduce emissions in agriculture sector and
• Prevent dwindling of fresh water resources

Since shrimps live and grow in water, water quality has an impact on their growth and survival. Water of good quality means that the parameters influencing shrimp growth and survival rates are within the optimal range of shrimp requirements. Each water quality parameter can have a direct impact on the health of the animals. Shrimp suffer from stress and disease when exposed to improper levels of dissolved oxygen, ammonia, nitrite, or hydrogen sulphide. Water quality parameters, however, influence each other in the complex and dynamic environment of aquaculture ponds. 

The term digital is derived from the word digit or digitus, a Latin word for finger, as fingers are often used for discrete counting. A variable is discrete when it is countable in a finite time and its instantaneous value at any timing/ instant belongs to a set of finite values.

In history, some developments were possible through belief and scientific study with evidence to support their claims. Our ancestors made ways of surviving on earth by varying the raw materials and tools. Science had absolutely no place, and all discoveries were derived through the trial-and-error method. The same was for agriculture, tracing back to our roots, the farming system was highly
dependent on the on-farm inputs. However, with the timeline of evolution, the exponential growth of the population demanded speedy growth in agricultural production giving rise to Green Revolution technologies (GRTs) in the mid- 1960s, which introduced high-yielding varieties of crops that were responsive to higher dosages of chemical fertilizers and irrigation and persuaded farmers to resort to intensive monocropping. Since the onset of GRTs in the mid-1960s, food production in India has risen five to ten-fold (Dasgupta, 1977).
However, while the past few decades have seen substantial ‘green revolution’ advances, I admit, the hazards have kept themselves hidden and well concealed--of these are significant adverse impacts on the natural resources, agriculture and its produce and indeed extend to human health (Koner & Laha, 2021). There is further proof that increasing dosages of chemical fertilizers led to an emergence of pest resurgence; pesticides residues considerably exceeding permissible limits contaminated drinking water and/or air often, a drop in biodiversity, nitrogen leaching and groundwater pollution, and soil heavy-metals build-up are very common in intensive agriculture regions (John & Babu, 2021). While such issues contributed to suicides in rural India, their unwarranted use also diminished pollinator populations (Baron et al.,  2017). There are many measures to ease the overwhelming cost burden upon farmers on account of farming and rising costs of cultivation. It pertains to the increased input subsidies made by various state and central governmentsthe fertilizer subsidy, the free supply of electricity for irrigation, the interest subvention on agricultural credit, and the premium subsidy for crop insurance. On the contrary, the recent trends show that 75% constitutes a higher number of electricity subsidies, reserved for agriculture consumers, from 2016-2019.

The application of machines to agricultural production has been one of the outstanding developments in world agriculture during last fifty years. The results of this development can be seen in many aspects such as reduction in burden and drudgery of farm work and worker, increase in production per worker, increase in cropping intensity due to timeliness of operations, reduction in grain losses and increase in farm employment. Mechanization is particularly advantageous when it can minimize a high peak labour demand that occurs over a relatively short period of time each year. For example, sowing of wheat and harvesting of paddy in the months of October and November, transplanting of paddy in the month of June and harvesting of wheat in the months of April and May. Severe labour shortages and high rate of wages during peak period, together with simultaneous demands for increased agricultural production had a marked influence on the mechanization of certain farm operations such as seedbed preparation, sowing/planting/transplanting, harvesting and threshing. Mechanization encourages better management of farms, improvement in working conditions and performance of jobs that would otherwise be difficult by hand. It also helps in reducing the cost of production.

Statistics

It is a branch of mathematics, which comprises several areas like Algebra, Trigonometry, Calculus, Geometry, Statistics and Probability etc.

Biostatistics is a mathematical science which analyses numerical facts or biometric data of biological events following certain rules like design of experiments, analysis of data, presentation of data with tables, figures hypothesis testing, making a probability prediction and conclusion etc.

or it is an art of analysis and presentation of data following certain rules and international norms accepted by international journals for pharmacology experiments, animal farm data, human and animal medicines data, epidemiology data, non-parametric data etc.

What is statistics?

The number of introductory or elementary texts on the subject of statistics indicates how important the subject has become for everyone in the biological sciences. However, the fact that there are many texts might also suggest that we have yet to discover a fool proof method of presenting what is required. The problem confronted in biological statistics is as follows:

When there is a need to make a set of numerical observations in biology, it has been observed that the values are scattered. Then questions arise to know whether these values differ because of factors e.g. treatments or these are part of a ‘background’ i.e., natural variation. You need to evaluate what the numbers actually mean, and to represent them in a way that readily communicates their meaning to others.

Happiness is the barest minimum to any person for survival and moving with a humble vision and mission either. Unfortunately, our farmers are denied to a glow of happiness, and mantled with clouds of agony, depression and confusuion. They are supposed to ensure food security to all, but themselves have to deal with extreme food insecurity, market uncertainty, undulating income, erosion of natural resources and stereotypes of farming occupation. That is how there has been a sharp rise in the migration from farm to off farm occupation.

This is the need of the hour to estimate their happiness. Agriculture is India’s backbone, employing half the country’s population. However, it has been confronting with several issues, including unfair and non-remunerative market prices, an unstructured supply chain, disaster driven crop failure, and so on. However, an alarming trend in our country shows that farmers are desiring to quit agriculture by large number, 45-60 per cent, and are committing suicides; this is a threat to our long-term a gri-development. Do they cultivate because they desire to, or because they have got no other choices either?

Plants are used as medicine since time immemorial. One of the area of Ethnobotany, Ethnopharmacology is considered as the scientific evaluation of traditional medicinal plants (Cotton, 1996). Cox (1994) has suggested that the ethno-directed sampling is most likely to succeed in identifying drugs used in the treatment of gastrointestinal, inflammatory and dermatological complaints. The Plant kingdom is a virtual goldmine of potential drug targets and other active molecules awaiting to be discovered. It has been estimated that only 10 - 15 per cent of the 7,50,000 existing species of higher plants have been surveyed for biologically active compounds.

The rhythm of life for a significant portion of the world‘s population is intrinsically linked to the cyclical patterns of monsoons. These seasonal winds, predominantly experienced within the tropics between 20° North and 20° South latitude, dictate not only the climate but also the agricultural productivity across vast regions spanning South Asia, East Asia, Africa, Australia, and the Americas. This dependence is starkly highlighted by the fact that a considerable proportion of the world‘s arable land relies solely on rainfall, with monsoons being the primary source of this vital resource. In India alone, for instance, nearly half of the agricultural land is rainfed, a figure indicative of the broader reliance on monsoonal patterns in many other nations within these regions. Agriculture, the primary source of livelihood for many in these monsooninfluenced areas, remains heavily dependent on the timely arrival and consistent behavior of these rains. The delicate dance between the monsoon and agricultural cycles has shaped cultural practices, economic structures, and societal well-being for centuries. It is estimated that a substantial percentage of global agricultural production is reliant on monsoonal rainfall, underscoring the profound impact these weather systems have on food security and economic stability worldwide. The variability of monsoons – in terms of onset, intensity, duration, and spatial distribution – directly translates into fluctuations in crop yields, impacting everything from local food supplies and farmer incomes to national economies and international trade. Beyond the economic implications, the social vulnerability associated with monsoon variability cannot be overstated. Communities that depend on rainfed agriculture are particularly susceptible to the vagaries of the monsoon. Delayed or weak monsoons can lead to widespread crop failures, resulting in food shortages, economic hardship, and even migration. Conversely, excessively heavy rains can cause devastating floods, destroying crops, infrastructure, and livelihoods. Therefore, understanding, monitoring, and, crucially, forecasting the behavior of monsoons is not merely an academic exercise but a critical necessity for ensuring the prosperity and resilience of a significant portion of the global population. This book endeavors to delve into the intricate the need for Effective Climate Guidance i.e. 'ECG' of these monsoons, exploring the complex interplay of factors that govern their behavior and highlighting the advancements in forecasting that

A series of efforts have been made to initiate the work on post-harvest grain technology in India. H.M. Lefroy, the 1^st Imperial Entomologist appointed by the British Government in India in 1905 had given a tentative list of storage insects in 1906. This list of storage insects was further supplemented by T.B. Fletcher in 1914. The problems of grain storage were discussed at Pusa, Bihar at the Entomological meetings held during the years 1917, 1919 and 1923.

The Department of Food was established in 1942 by the Government of India. The executive wing of the Food Department was responsible for the purchase, movement, transport and distribution of food grains. Central Food Technology Research Institute (CFTRI) at Mysore was established in 1950 with a mandate to train personnel and evolve technology relating to food processing and preservation. The Central Warehousing Corporation was set up on 2^nd March, 1957 under Agricultural Produce (Warehousing and Development) Act 1956. On 1^st January, 1965 Food Corporation of India was established.

In 1958, the Department of Food started a centre at Hapur known as Grain Storage Research and Training Centre with the main objective to train the personnel of State Government engaged in food procurement, storage and distribution. This centre was upgraded during 1968-1973 with the technical and financial assistance of UNDP and this centre was redesignated as Indian Grain Storage Institute (IGSI). Two field stations at Ludhiana and Bapatla (later shifted to Hyderabad in March 1979) were established in 1968-69. Subsequently, three stations of IGSI at Jabalpur (October, 1980), Udaipur (February, 1981) and Jorhat (May, 1981) were also established. The overall objective was to minimize losses of food grains by development of modernized grain storage practices for the farmers, traders, cooperatives and large storage of food grains in the country and also to evolve the methodology to be adopted by the Save Grain Compaign which has its headquarters in the Department of Food.

The phases of green revolution and post green revolution of Indian agriculture have assured us of security. We are now producing 354 million tons of food grains and our target is to produce 550 million tons before 2050. This is really an incredible progress for any country dominating with rural and agrarian economy. As on date, the contribution of Indian agriculture to national GDP is 14.7 % but it has to support around 60% of population. While food security has been ensured for 1480 million of population, the issues of malnutrition are standing paramount. It sounds melancholic that India is also sustaining world’s highest count of hungry population close to 51% newborn babies are underweight, 60% of rural women are anaemic, millions are deprived of dedicated safe drinking water. According to FAO, between 702 and 828 million people in the world faced hunger in 2021. Health, hygiene and nutrition are organically linked to each other, in terms of calorie intake of rural women. We are still far below of international standard. Alongside, the hemoglobin level runs below the expected level to indicate that women are runningin a moderate to acute anaemic condition. Around 840 million people are malnourished from insufficient calories. According to Black et al., (2008) nutrition related factors were found to be jointly responsible for around 35% of the child fatalities and 11% of the overall global illness burden in an analysis that took into account co-exposure. Due to poor quality of drinking water, whatever available, the propagation of water born diseases has been endemic and robust. The geo-spatial distribution of hunger and malnutrition indicates that there is location to location variation, gender discrimination, and seasonal variability across the terrain of social-cultural distribution. To make India stronger and swashbuckling we need to refocus on women health, child care and removal of economic discrimination. With acute hunger, mapping, problem of chronic hunger as well, chronic hunger hasbeen reflected through seasonal sickness, broken health and psycho-somatic downfall. Sometimes, poverty has not been the only factor for malnutrition. The other factors for malnutrition can be our wrong belief system, superstition, wrong food habit, and unscientific cooking process. With this background the objectives of the studyhave been spelt out.

1.    The term Horticulture is derived from two Latin words  Hortus meaning = Garden and Cultura meaning = Cultivation.

2.    In ancient days the gardens had protected enclosures with high walls or similar structures surrounding the houses.

3.    The enclosed places were used to grow fruit, vegetables, flowers and ornamental plants. Therefore, in original sense “Horticulture refers to cultivation of garden plant within protected enclosures”.

Definition: Horticulture is the branch of science which deals the cultivation, utilization and management of horticultural crops eg. fruits, vegetables, flowers, spices, plantations, medicinal and aromatic plants.

India has a total geographical area of about 329 million hectares which represents about 2.4% of the world’s total landmass but it harbours a total of 47,513 plant species. Out of about 0.4 million species known in the world, it represent as much as 11.4% of world flora. About 28% of plants that occur in India are endemic to the country. The ecological or ecosystem diversity of the country is enormous, ranging from sea level to the highest mountainous ranges in the world, hot and arid conditions in the northwest to cold arid conditions in the trans-Himalayan region, tropical wet evergreen forests in Northeast India and the Western Ghats and mangroves of Sundarbans.

India has a very wealthy tradition of herbal medicines for the treatment of many health discomforts.The tradional healing practicese are common and popular among all the tribes and communities.It is evident that many communities have so much belief in their ethnobotanical knowledge that they often prefer a traditional medicineal practicener over any certified medical personality. Among all the plant species which have been already reported by many researchers for their ethno medicinal properties are getting very rare in their original habitat.These plants are obviously of great medicinal importance and immediate need of conservation.Some medicinal plants which are exclusively found in forest are getting lost due to habitat fragmentation and enormous deforestation.

1.1 Man’s place in Nature

All religions of the world share the view that man is the supreme being among God’s creations. He is the only one among many creatures to enjoy nature’s beauties and bounties. Nature is given to him so as to make responsible and judicious use of it. No religion justifies the most destructive attitude the modern man has developed towards his environment. All religions urge man to treat nature as a God-given gift, stating that God is omnipresent in the manifestations of the nature. It is irreligious for man to expect miracles and exploit the environment. Man must be confronted with the reality that struggle is essential for life rather than “struggle for existence.”

Indian Food Processing Industry (FPI) is one of the most untapped industries with abundant raw material to grow at a higher rate. FPI has been identified as a priority list in the “MAKE IN INDIA” program by the Government of India to boost its domestic manufacturing and export share. In the last few years, FPI has emerged as a high-growth and high-profit sector due to its immense potential for value addition while processing food products at various stages. The degree of processing of value addition to agricultural produce in India (20 %) is very low as compared to other countries, such as China (40 %), Brazil (70 %), and Malaysia (80 %). In India, the degree of processed food products ranges between 2 per cent (fruits and vegetables) and 35 per cent (milk) for various agriculture products. Hence there exist a huge potential for the growth of this sector in India. The export value of FPI was US$29.12 billion in 2016 and its share in world import was 2.18 per cent (Agarwal & Neogi, 2017).

India’s food processing sector covers fruit and vegetables; spices; meat and poultry; milk and milk products, alcoholic beverages, fisheries, plantation, grain processing, and other consumer product groups like confectionery, chocolates and cocoa products, soya-based products, mineral water, high protein foods, etc. The output of India’s food processing sector is expected to reach USD 535 Billion by 2025-26 (Invest India, 2020). Out of this, foreign investment is around Rs.10,000 crores (APEDA, 2020). Besides this, Government has also approved proposals for joint ventures; foreign collaboration, industrial licenses, and 100 per cent export-oriented units envisaging an investment.

Analysis of materials or samples is essential to understand their nature and quality. In recent years it has become mandatory to display the composition of food as well as non-food items. This is because of the need for their safety from the point of view of their day to day use. Environmental awareness has further imposed many restrictions on items of wide ranging nature. Analytical information gained from a laboratory is highly useful in knowing the qualitative and quantitative composition of the material.

Agricultural crops are being affected by a wide range of organisms such as insects, mites, fungi, bacteria etc. Another important and unseen enemy is known as plant parasitic nematodes. The study on nematodes is known as Nematology.