eChapters

Introduction

Indian agriculture, including fisheries, is highly monsoon dependent and effect of climate change is immense on its large tracts of rainfed farms. The effects of climate change could be thwarted through better adaptation techniques using all information available with various agencies concerned with agriculture and using advanced analytical tools. Presently, in the country, there is a gap in the capability in capturing, processing and analyzing huge source of information generated in Indian agriculture. This task can be accomplished using Big Data Platform which works in cluster mode and provides the capability of handling huge volume of data, capturing streaming data or real time data and also can accommodate unstructured data. As per FAO, 70 percent in increase in food production in another 30 years is required to overcome the increasing global food demand. It may not be possible to achieve that target due to variety of problems such as reduction in land for cultivation, climate change, and various other factors, such as increasing the fish production etc. Improvement in crop genetics, application of fertilizer in higher dosages, irrigation facilities, etc. may not be possible in future. We need to create a big data platform involving important parameters on crop production viz., soil, soil temperature, water requirements, and relative humidity, pests and diseases, and micro and macro nutrients in temporal and spatial. Now, since available data is properly utilized for making valid analytics by the farming community due to certain issues. Even the data created is incompatible, data available from various sources is also not compatible among themselves due to which decision making is also a big challenge. Due to the incompatibility of agricultural data from different sources, farmers do not have the accessibility to vast pool of available information for making effective, efficient and timely decisions.

Big Data in Agriculture (including fisheries)

Big data, an emerging data driven system helps in precision agriculture based on data collected. This helps farmers in making efficient decisions on sowing, planting, fertilizing and various other farm operations including

harvesting crops at the appropriate time. Of late, sensors are placed in the fields to collect data on related parameters viz., soil temperature and moisture relative humidity, wind speed, weather, etc. which help in crop growth. Images obtained using satellites are helpful in monitoring the crop growth during crop period. Agro-produce includes not only yields obtained from crops but also include produce from horticulture, livestock, fisheries, and other systems also. Agriculture is dependent on various parameters such as climate, seed, soil cultivation practices, agronomic practices, irrigation requirement, fertilizers pesticides, weeds, harvesting, post harvesting techniques, etc. Data collected on all these parameters would help in estimation of yield and other relevant parameters. Governments, Universities, Research departments, Agro-business and Agri-input companies generate, maintain and use voluminous data related to various farm management practices and other related issues say insurance marketing, supply chain, packaging, distribution, etc. This voluminous and wide variety of data poses several challenges for making effective decisions. Information on various fish related parameters can be collected from the stakeholders and a big data platform can be developed for effective decision making.

Represented by about 120 genera and over 800 species. Bignoniaceae are distributed mainly in tropical and sub-tropical, and a few in temperate regions. About 15 genera and 40 species are found in India. Some of the larger genera along with their approximate number of worldover reported species are Tabebuia (100), Arraabidaea (70), Jacaranda (50), Anemopaegma (30), Tecoma (16), Catalpa (11) and Crescentia (5).
Selected Indian Genera
Jacaranda, Kigelia, Millingtonia, Tecoma, Heterophragma, Oroxylum and Dolichandrone. Economic Importance
1. Ornamental plants of the family include handsome trees (Catalpa bignonioides, Haplophragma adenophyllum, Jacaranda mimosaefolia, (Fig. 26.1), Kigelia pinnata, Millingtonia hortensis, Spathodea campanulata and Tabebuia spectabilis), shrubs (Bignonia unguis-cati), beautiful tendril-climbers (Adenocalymna alliaceum, Bignonia venusta syn. Pyrostegia venusta), aerial rootlet climbers (Campis grandiflora and C. radicans) and herbaceous genus Incarvillea.

Pulses are considered to be the most effective means of overcoming protein and micronutrient malnutrition since they are excellent sources of dietary protein (19-25%), besides being rich in important minerals and vitamins (Ali and Kumar, 2004). In Bihar, people are mostly vegetarian in dietary habits and depend largely on pulses as the source of dietary protein. But production of pulses has not kept pace with the population growth and per capita availability of pulses has thus, declined from 61 g/day in 1950-51 to less than 28.0 g/day in 2001 as against 70 g/day the standards prescribed by ICMR. Moreover, in Bihar the contribution of cereals in total protein consumption is more than 73.0% which is not a healthy trend as cereal proteins lack many essential amino acids that are present in the pulses from which only 10.6% of total protein intake come in the diet of rural population. This alarming situation, perhaps, has arisen largely due to the quest for food security rather than nutritional security, being the prime national agenda. According to an estimate, more than 70% of gross cropped area in the state is occupied by paddy and wheat whereas, only 9.0% of it is shared by the pulses.

Composting is organic matter that has been decomposed and recycled as fertilizer and soil conditioner. It is a natural process of decomposition and recycling of organic material into humus rich soil amendment. At the simplest level, the process of composting requires making a heap of organic material sprinkled with water which break down to humus after a period of weeks or months. However, modern bio composting is a multi-step, closely monitored process with measured inputs of water, air and carbon and nitrogen rich ( in proper C:N ratio ) materials.
The term composting is used and understand world wide with different
meanings. ( I remember a funny incidence in China when during my talk I mentioned that the process of bio composting does not appear to be understood by more than 80% people. Objecting to this, the President of the academy got up and said “80% is a wrong figure! More than 95% people do not understand it !!”). For many people, composting is used to refer to several types of biological process often calling it “anaerobic digestion”. The microbes used and the process involved are quite different between composting and anaerobic digestion.
Ingredients for Bio Composting
Bio Composting organisms require four important ingredient to function well:

Composting is organic matter that has been decomposed and recycled as fertilizer and soil conditioner. It is a natural process of decomposition and recycling of organic material into humus rich soil amendment.

At the simplest level, the process of composting requires making a heap of organic material sprinkled with water which break down to humus after a period of weeks or months. However, modern bio composting is a multi-step, closely monitored process with measured inputs of water, air and carbon and nitrogen rich (in proper C:N ratio) materials.

Bio Control Agents explains how natural enemies can suppress agricultural pests and diseases through predators, parasitoids, and pathogens. It traces the historical development of biological control from traditional practices to major scientific successes and institutional development in India. The chapter describes introduction, augmentation, and conservation strategies, followed by detailed accounts of predators, parasitoids, and pathogenic microorganisms. Important bioagents, their characteristics, mechanisms, field applications, and mass-production methods are discussed, including Trichogramma, Chrysoperla, Cryptolaemus, Beauveria, Metarhizium, Trichoderma, Bacillus, and viral agents. The chapter provides a practical foundation for integrating biological control into environmentally responsible crop protection programs. across diverse farming environments and practical field implementation practically.

To many Bio Fertilizer is still an unclear term. Often they are identified as urban and rural organic wastes, plant extracts, organic components etc. However, Bio Fertilizer is mostly commonly referred to the use of soil micro organisms to increase the uptake and availability of plant nutrients. Bio Fertilizer have gained a good deal of momentum and the industry after a slow start is now gaining more and more importance globally. The major reasons for this are that they:
1. Improves the soil structure.
2. Add nutrients to the soil / make the nutrients available to the crop
3. Secret certain growth promoting substances
4. Under certain conditions exhibit antifungal activities and there by protect the plants from pathogenic fungus
5. Enhances seed germination
6. Increase the soil fertility
7. Increase the agricultural productivity
8. The nitrogen fixed or phosphate solubilized will be beneficial to the
subsequent crops also.
The major, popularly used and commercially produced Bio Fertilizers are Nitrogen fixing bacterial fertilizers (Azotobacter Culture, Azospirillum Culture, Rhizobium Culture) and Phosphate solubilizing bacterial fertilizers (Pseudomonas Culture). However, currently their applications for other useful elements like Potash, Sulphur, Zincetc are also increasing.

To many Bio Fertilizer is still an unclear term. Often they are identified as urban and rural organic wastes, plant extracts, organic components etc. However, Bio Fertilizer is mostly commonly referred to the use of soil micro organisms to increase the uptake and availability of plant nutrients.

Bio Fertilizer have gained a good deal of momentum and the industry after a slow start is now gaining more and more importance globally. The major reasons for this are that they:

All organisms require the six elements CHNOPS in sizable quantities, and that these minerals may occur in different forms. Depending on whether the local environment is aerobic or anaerobic, the exact chemical form of any of these elements may change quickly and drastically. Example: : If the soil becomes waterlogged and anaerobic, sulfate will be converted into hydrogen sulfide and nitrate into nitrogen gas or ammonia (via anaerobic respiration). As the water recedes and the soil becomes aerobic again, the ammonia is oxidized back to nitrate in stages. All of this (and many other processes) occur largely because of the activities of soil microbes. Without these microbes, life as we know it would not occur because necessary elements would remain tied up in unusable chemical forms and gradually be removed by sedimentation. To maintain the level of these components it is essential that they undergo a regular process of recycling. Different microorganisms bring about this process of recycling through various transformations.

Carbon Cycle

The most important element in the biological realm and substance that serve as the cornerstone of the cell structure is carbon. It constituents about 40-50% of all living organisms, yet the ultimate source is the CO₂ that exists in a perennially short supply, only 0.03% of the earth’s atmosphere, which undergoes a cyclic change from an oxidized to reduced state. The concentration of carbon in living matter (18%) is almost 100 times greater than its concentration in the earth (0.19%). Hence, living things extract carbon from their non-living environment. For life to continue, this carbon must be recycled. Carbon exists in the nonliving environment as carbon dioxide (CO₂) in the atmosphere and dissolved in water (forming HCO₃") carbonate rocks (limestone and coral = CaCO₃) deposits of coal, petroleum, and natural gas derived from once-living things dead organic matter, e.g., humus in the soil. Carbon enters the biotic world through the action of autotrophs: primarily photoautotrophs, like plants and algae, that use the energy of light to convert carbon dioxide to organic matter through photosynthesis and to a small extent, chemoautotrophs - bacteria and Archaeans that do the same but use the energy derived from the oxidation of molecules in their substrate.

Reducing the input costs in farming, especially agrochemicals and improving the yields of farm products in environmentally sustainable way, is one of the most important challenges. World over, the understanding of alternative eco-friendly inputs and intelligent integration of such products with the farming practices are the areas which need to be emphasized, understood and demonstrated. Our experience of working with farmers in different regions has convinced us that they all are looking for alternative, eco-friendly and cost effective inputs and the only way to convince them is practical demonstrations. Eco safe farming is a global challenge and needs combined efforts of NGOs and farmers bodies, private and public sector industries and scientists in the institutions and universities. There are many challenges and many success stories and some typical once are listed here.
1. POTATO IN BIHAR
Bihar Government planned a major program in 2011 – 12 for taking up large scale organic farming. A group of experts was invited to discuss and help this initiative. After a systematic planning and joint participation of the state Government, public and private sectors a package of bio inputs was prepared. The results with respect to productivity increase were extremely encouraging as reproduced from a case study paper in BOX – 1

Reducing the input costs in farming, especially agrochemicals and improving the yields of farm products in environmentally sustainable way, is one of the most important challenges. World over, the understanding of alternative eco-friendly inputs and intelligent integration of such products with the farming practices are the areas which need to be emphasized, understood and demonstrated. Our experience of working with farmers in different regions has convinced us that they all are looking for alternative, eco-friendly and cost effective inputs and the only way to convince them is practical demonstrations. 
Eco safe farming is a global challenge and needs combined efforts of NGO_s and farmers bodies, private and public sector industries and scientists in the institutions and universities. There are many challenges and many success stories and some typical once are listed here.

At an Agri Summit, I had an in-enviable task to chair a session on “Sustainable Future”, with two well-known but extremely opposite personalities. On my left was a globally well-known environment activist talking about all the evils of chemical fertilizers and chemical pesticides. On my right was the President of Pesticide Association with equally strong views about how the chemical pesticides have greatly helped in feeding the hungry world. My task was further made difficult by a large lobby of green activists in the audience and also a number of seasoned industrialists with opposite views. Such a scenario is becoming increasingly common.
In January 2009, the European Council Directive 91-414 was passed banning a total of more than 40% chemical pesticides (David Frabotta, FCI – March, 2009). Earlier in 1993, there were 740 active ingredients available in European markets. By August 2008, however, 394 of these were no longer allowed and 113 more were still under review. It was predicted that in next 5 – 10 years, 85% of these could disappear from European markets. The Swedish chemical agency shortlisted nearly 21 chemical under criteria of ‘Endocrine’ ( The Endocrine criteria are defined as any substances that trigger class – 3 carcinogenic effect and class - 3 reproductive effect). These are new herbicides like :loxynil, Gluctosinate, etc. The two major class of fungicides are described as Triazoles and Dithiocarbonate. Triazoles are major weapon against septoria – a major fungal diseases in cereals.
BEYOND GREEN REVOLUTION
In spite of increase in the use of agrochemicals, the agricultural production and productivity has remained stagnant beyond 1990 due to poor soil conditions

At an Agri Summit, I had a very difficult task to chair a session on “Sustainable Future”, with two well-known but extremely opposite personalities. On my left was a globally well-known environment activist talking about all the evils of chemical fertilizers and chemical pesticides. On my right was the President of Pesticide Association with equally strong views about how the chemical pesticides have greatly helped in feeding the hungry world. My task was further made difficult by a large lobby of green activists in the audience and also a number of seasoned industrialists with opposite views. Such a scenario is becoming increasingly common.

Plants are important to humankind not only economically, environmentally and industrially but also spiritually, historically and aesthetically, they sustain human life through direct and indirect gains by providing a wide range of products for survival and prosperity. Bio-aesthetic planning to a large extent is a product of the age. With the advancement in agriculture and increase in population, large settlements developed, marking the beginning of urbanization. More and more people moved to urban areas for comfortable life. Increasing human needs resulted in large-scale exploitation of natural resources, great reduction in forest cover and extinction of many species of flora and fauna. The extent of forest cover is a good indication of the health of the land. The large scale deforestation in recent decades has rendered the sensitive catchment areas and hilly areas particularly vulnerable to soil erosion. Professor Lancelot Hogben coined the term ‘Bio-aesthetic planning’ defined as planning of flora and fauna with the object of beautifying the piece of land (country). Bio-aesthetic planning is an aesthetic branch of Horticulture which deals with planting of ornamental plants in such a way that it creates a picturesque effect. It is a very fascinating and interesting subject. With the greater realization of environmental, ecological and socio- economic benefits of plants, scope of Bio-aesthetic planning has increased further. Bio-aesthetic planning can play important role in environmental amelioration of urban and industrial areas along with their beautification.

8.1 Introduction

One important aspect of bio-aesthetic planning is to landscape public places on a priority basis compared to private places. For this specific reason, the railway station and the railway lines should attract attention at the very outset for landscape gardening.

8.2 Definition

Bio-aesthetic planning means the proper utilization of the available flora and fauna in the beautification of the surroundings. The concept of bio-aesthetic planning is given by concept of Prof. Lancelot Hogben.

In India, the theme of bio-aesthetic planning was propagated by Dr. M. S. Randhawa. Le Corbusier and his associates, Pierre Jeanneret, E. Maxwell Fry and Jane B. Drew had planned Chandigarh city as per the principles of bioaesthetic planning.

Definition: Bio-aesthetic planning is recognized as the aesthetic branch of horticulture which deals with planting of ornamental plants to create a picturesque effect.

The term bio-aesthetic planning was coined by Lancelot Hogben. Egyptians were the first to adopt this type of planning in their cities. In India, M.S. Randhava was the flag bearer of bio-aesthetic planning.

India is one of the twelve mega-biodiversity countries of the world with 46,000 plant species and 81,000 animal species described so far from 70% of the total geographical area surveyed so far. Bio-aesthetic planned city in South India is Bengaluru and in North India is Chandigarh (Punjab and Haryana).

Scope: Benefits like environmental, ecological and socio-economic realizes a greater scope of bio-aesthetic planning. Potential of plants in combating pollution has not been utilized effectively so far. In bio-aesthetics, efforts should be concentrated to maintain for the next millennium, natural landscapes which appear healthy, harmonious, diverse and unique. Thus, bio-aesthetic planning can play an important role in environmental amelioration of urban and industrial areas along with their beautification.

Concept: Man has aesthetic sense and makes efforts to create orderliness and beauty. Natural forms, colours and textures have inspired most of the human art. Fulfilling recreational needs through ornamental plants and wild animals brings the idea of bio-aesthetic planning.

Poisoned food technique

The principle involved is to poison the medium with fungi toxicants and then allow a test fungus to grow on such medium. The test may be performed both on solid and liquid medium.

Procedure

On solid medium

•Prepare potato dextrose agar medium.

•Add required amount of fungicide and thoroughly mixed.

•The medium is poured into sterilized Petri-plates.

•A culture of test fungus is grown on PDA for a certain period (generally seven days) at the optimum temperature for growth.

•Small disc (7 mm) of fungus culture is cut with sterile cork borer and each Petri plates are centrally inoculated aseptically containing the medium with desired fungicidal concentration.

•Suitable checks are kept where the culture discs are grown under the same conditions on PDA without fungicide.

•The fungal colony diameter is measured at every 24 hr.

The per capita consumption of fish has been 3.2kg on an average up to 1992 as against estimated requirement of 11.0 kg pisciculture has the potentiality of popularity. Fish is rightly considered as the “Poor man’s diet”. It is almost zero carbohydrate food, good for diabetics and other such patients. Fish is a rich source of protein, vitamins and minerals. A special feature of fish flesh food is content of vitamin B12, which is almost absent in plant food and also a good source of calcium and vitamin A. Fish also contains polyunsaturated fatty acids which are known to provide protection against cardio-vascular diseases. This has got advantages over the other meat food.

Planktophagus fishes have higher protein contents then do fish with other feeding habits.

When flesh of fish is put to an analysis the following major components are observed.

Introduction

Color is an important characteristic of food. Based on the color of the food, f irst impressions are made: Is the fruit immature, ripe, or overripe? Is the toast burnt? Is the food fresh? Based on these first impressions, a judgment is made whether the food is safe to eat or not and whether it can be expected to taste good or not. Since color is closely associated with expectations, the addition of color to food is a way to fulfill these expectations. Color is added to food for one or more of the following reasons:

1. To replace color lost during processing,

2. To enhance color already present,

3. To minimize batch-to batch variations, and

4. To color otherwise uncolored food.

Biological control of disease employs natural enemies of pests or pathogens to eradicate or control their population. Interactions that lead to biocontrol can include antibiosis, competition, induction of host resistance, and predation. Some of the microbial taxa that have been successfully commercialized and are currently marketed include bacteria belonging to the genera Agrobacterium, Bacillus, Pseudomonas and Streptomyces and fungi belonging to the genera Ampelomyces, Candida, Coniothyrium and Trichoderma.

•Dual Culture Technique: For in vitro screening, performance of antagonist isolates in dual culture (Morton and Stroube, 1955) with test pathogen can be tested.

•Pour 15-20 ml of sterilized melted PDA in 9 cm Petriplates and allowed to solidify.

•Place the bits (5 mm) of the test pathogen and antagonist on the PDA plates opposite to each other from 1.0 cm from the periphery of plates (if both are fast growing) or place it 2-3 cm apart (if both are slow growing).

•The Petriplates are incubated (at 28 ± 2^oC) for desired duration.

•Periodical observation on the growth of the antagonists and the ability of the antagonist to colonise the pathogen are recorded.