eChapters

2.1 Introduction
Building upon the foundational understanding of meteorology and data science established in Chapter 1, we now turn our focus to the fundamental physical processes that govern our atmosphere and the essential principles behind how we measure them. The Earth’s atmosphere is a dynamic fluid system, and its behavior is dictated by a complex interplay of physical laws. To truly comprehend weather phenomena, from the smallest updraft to the largest global circulation patterns, one must grasp the underlying atmospheric physics. This includes understanding how energy is transferred, how gases and
water vapor behave, and how forces shape atmospheric motion.
This chapter will delve into these core physical concepts, providing the theoretical bedrock necessary for a deeper appreciation of meteorological processes. Furthermore, accurate and reliable data is the lifeblood of modern meteorology and, by extension, data science applications within the field. Therefore, we will also explore the fundamental principles that underpin the measurement of key atmospheric variables.

1.1 Introduction
Meteorology, at its heart, is the scientific endeavor dedicated to understanding the Earth’s atmosphere and the myriad phenomena that occur within it. More than just the art of predicting whether it will rain tomorrow, meteorology is a robust interdisciplinary science. It intricately weaves together principles from physics, chemistry, and mathematics to unravel the complexities of atmospheric processes. From the gentle caress of a breeze to the formidable power of a hurricane, meteorology seeks to explain the underlying mechanisms that drive our ever-changing weather and long-term climate patterns.
The study of meteorology encompasses a wide array of atmospheric characteristics. Meteorologists delve into the composition of the atmosphere, examining the various gases and tiny particles known as aerosols that reside within it. They also investigate its vertical structure, distinguishing between layers like the troposphere, where most weather occurs, and the stratosphere, home to the ozone layer. The motion of the atmosphere, manifested as wind systems ranging from local gusts to global circulations, is a central focus. Furthermore, meteorology explores the thermodynamics of the atmosphere, including how heat is transferred and how temperature changes, as well as the role of water in the atmosphere, from humidity to the formation of clouds and precipitation – the realm of atmospheric hydrology. Even the captivating
optical phenomena we sometimes witness, such as rainbows and halos, fall under the purview of meteorological inquiry.

Introduction
Crop production is weather dependent and almost every crop has been affected by the changing climate. The favourable weather may result bumper production sometimes or even complete destruction of crop may take place under severe weather aberrations. The number of events of sudden aberrations is increasing in a cropping period with the gradual climate change in the recent past. It has been recorded too severe in case of perennial crops. Ready to harvest crops have several times been completely destroyed due to thunderstorm or cyclone in coastal regions or even in main land. Thus, Indian agriculture is being impacted by the climatic changes, and its affect is very much visible now (Aggarwal, 2008). Horticulture sector is not escaped from its’ ill affect and new challenges are coming for production (Singh et al., 2021). The role of adaptation strategy has now been felt crucial (Babu et al., 2021; Banerjee et al., 2022) and importance of agro advisory not only protects the crops from such types of risks but also provide guidance to farmers about the right time for activities in crop husbandry (Adak et al., 2018). Issuance for improving water productivity in water limited areas (Adak and Babu, 2024), micronutrient management for nutrient richness and enhanced yield (Adak et al., 2023; Shukla et al., 2020), rejuvenating unproductive orchards (Shukla et al., 2021; Mishra et al., 2007), disease (Misra et al., 2013; Shukla et al., 2015, 2019, 2020, 2021a,b; 2022; Kumari et al., 2021) and insect pest (Gundappa et al., 2016; 2018) management are becoming very crucial and essential for the benefit of growers.

The low productivity in guava because of traditional planting distance (6-7 m apart) with no canopy management practices. Guava under traditional and high density planting system, though it gives high yield during initial stage but as the tree advances in age light interception and aeration decreases inside the canopy due to shading and overcrowding, resulting low yields and poor quality. In order to develop efficient canopy architecture for HDP and traditional planting system, the ICAR-CISH has standardized training system and canopy management with objective to have sustained high yield and quality of guava.
Guava bears flower on current shoots produced on mature wood laterally or terminally. In general flowers are produced in the leaf axils in 1 or 2-3 in cluster. The crop load depend on number of new shoots, hence more new shoots resulting more fruiting surface area.
High Density Planting System
Accommodation of more plants per unit area is known as high density planting system. Since guava respond well to pruning and fruiting starts 40-50 days after pruning and more new shoots emerged on which more flowers and fruits appears, thus yield increased. For successful HDP suitable canopy shape and its management is prerequisite. Guava is usually planted 6-7 m distance accommodating 277 to 204 plants per hectare the yield vary 35-80 kg/tree with yield per hectare 15-12 t/ha. In traditional planting density usually fruiting takes place on high on the tree.

Introduction
Horticulture crops hold significant importance for their economic, nutritional, environmental, and aesthetic contributions. They contribute to agricultural GDP, create employment opportunities, and provide income for farmers and other stakeholders along the value chain. Horticultural crops often have highvalue market demand, leading to increased profitability for farmers and rural communities. The horticultural crops, including fruits, vegetables, nuts, and medicinal, spices are rich sources of essential nutrients, vitamins, minerals and dietary fiber. They contribute to a balanced and nutritious diet, promoting good
health and preventing various diseases. Consumption of horticultural crops is linked to reduced risks of chronic diseases, including heart disease and certain types of cancer. These crops have environmental benefits. They contribute to biodiversity conservation by providing habitats for various species and supporting beneficial insects and pollinators. Additionally, horticultural practices such as agroforestry, crop diversification, and organic farming methods can enhance soil health, reduce erosion, promote water conservation, and mitigate climate change impacts. Adak and Pandey (2018) emphasised soil management of horticultural crops for attaining food and nutritional security of farm women. Babu et al. (2022) explained scientific interventions for enhancing productivity and profitability of farmers’ engaged in horticultural sector while Gundappa et al. (2016c) recommended management protocols for effective controls of mango hoppers to growers. Even, digital solutions are now-a-days is being tried to improve economic prosperity of fruit growers (Verma and Adak, 2021). Horticulture crops contribute to food security by diversifying thefood supply. They provide an array of options beyond staple crops, ensuring a varied and nutritious diet for individuals and communities.

Introduction
Horticulture is distinct from other economic sectors as its output is heavily reliant on weather conditions. The degree of success of horticultural production and economics is decided to a large extent by how well weather conditions corresponding to the crop’s optimal requirements are best utilized to raise the crops. Also, how successfully adverse weather circumstances, such as moisture, thermal, wind, radiation and biotic stresses were handled to minimize adversity. It is well understood that variability in weather elements (particularly rainfall and temperature) is the primary cause of inter-annual variability in crop output. The onset of weather extremes (dry spells, droughts, floods, heat waves, and hailstorms) has a negative impact on horticultural yield, resulting in a low level of productivity. Furthermore, weather can have an impact on output at multiple levels (vegetative stage, harvest, transportation, storage, etc.). Flooding, droughts, heat waves, cold spells, hailstorms, and other natural calamities pose significant risks to farms. These natural catastrophes can lead to lower yields, leaving uninsured farmers with little income for the season. Farmers often plant low-risk, low-return crops (such as early maturing varieties that are drought-resistant) to deal with erratic weather rather than investing in more profitable crops that are more sensitive to weather fluctuations and extremes. Thus, atmospheric stress has significant impacts on the food ecosystem (Bal and Minhas, 2017; MANAGE, 2018).

Introduction
Agriculture plays a vital role in global food security and economic development. However, in many regions, agricultural productivity is hindered by various challenges, including the presence of high soil salinity in agroecological systems (Singh, 2009). Saline agroecological systems are found in various regions worldwide, including coastal areas, arid and semi-arid regions, and areas affected by improper irrigation practices. These systems are characterized by high soil salinity levels, which can have detrimental effects on crop growth, nutrient availability and plant water uptake (Rai et al., 2020). Addressing these challenges requires specialized knowledge and tailored strategies to ensure sustainable agricultural practices in such environments (Dagar et al., 2019;
Sethi et al., 2016). Farm advisory and resource management services play a critical role in assisting farmers in saline agroecological systems by providing expert guidance, information dissemination, capacity building, and policy support (Adak et al., 2020). Farm advisory can play a crucial role in helping farmers understand the intricacies of saline agroecological systems, including the causes of soil salinity, its effects on crop performance, and the necessary strategies for managing these challenges effectively. Farm advisory can assist farmers in selecting suitable crop varieties that exhibit tolerance to high salinity levels. This requires comprehensive knowledge of salt-tolerant crops and and nutritional needs. Providing information on the performance and market
demand of different crop varieties enables farmers to make informed decisions about crop selection, optimizing productivity in saline agroecological systems (Kumar et al., 2020; Singh et al., 2021). It can offer guidance on crop management practices tailored to saline environments by providing recommendations on irrigation scheduling, water management techniques, and appropriate fertilization strategies to minimize salt accumulation and maximize crop yields. Helping farmers implement best practices for s

Introduction
Farm advisories have played a key role in transforming India’s agriculture, helping the country shift from a food deficit to a surplus nation. The Indian public agricultural extension system has been instrumental in this transformation through Green Revolution in the 1960s, but by the end of the 1970s, its role had started to decline. Critics argued that the system had become a monolithic organization without clear objectives (Babu et al., 2013). According to NSSO data, in 2004, public extension services in India, including the Krishi Vigyan Kendra, extension workers, field demonstrations and study tours, reached to less than ten percent of farmers. Instead, farmers relied mostly on other progressive farmers (17%) and input dealers (13%) for information, while mass media including radio, television and newspaper played a significant role reaching to more than thirty percent farmers (Mkhize and Zhou, 2012; Meena et al., 2022a). One of the major constraints in agricultural extension services (AES) in the country is the shortage of extension staff. According to a report, in 2012-13, a single extension functionary served 1,162 operationalholdings, whereas the recommended ratio was 1:400 in hilly areas, 1:750 in irrigated areas, and 1:1000 in rain-fed areas. Input dealers often provide manipulated information specific to the crops grown by farmers, affecting their decision-making process.

Introduction
Forecasting of future weather conditions are based upon the collection and analysis of meteorological observations. With the help of advanced computing system and satellite data, the accuracy of weather forecasting is improving day by day. Weather forecasts may be classified according to the space and time scale of the predicted phenomena. With advanced technology, the spatial resolution of accurate forecast is enhanced and India Meteorological Department (IMD) has started to issue the Block-level forecast. The meteorological phenomenon can be distinguished among three classes of phenomena with a scale that is larger than the turbulent microscale: the mesoscale, synoptic scale, and planetary scale (Geer et al., 2018). Considering the variability of agro-climatic condition of India, the micro-level weather based agro-advisory has great importance to enhance the farm income. IMD has initiated the Block-level Agromet Advisory Services (AAS) in collaboration with Indian Council of Agricultural Research through establishment of District Agromet Units (DAMUs) at various Krishi Vigyan Kendra’s (KVK). Improvisation of the existing District-level Agromet Advisory Services (AAS) and starting of Block-level services are the basic objectives of DAMU. The District Agromet Units will act as nodal centre to prepare and disseminate the crop and locationspecific AAS to farmers at block level. Apart from this, the micro-level Agromet Advisory Service was implemented at NICRA (National Innovation on Climate Resilient Agriculture) villages through a network project of Indian  Council of Agricultural Research (Banerjee et al, 2018; Chakraborty et al., 2018). As a part of the nation-wide program, the feasibility of village level agromet advisory has been assessed. Thus, the importance of micro-level  agromet advisory and advisory on extreme weather events are discussed in this chapter.

Introduction
Management of abiotic stresses in fruit orchards are essential and key issue for sustaining productivity. Worldwide fruit consumption has increased significantly because of the new recognitions of its broad relevance for health, nutrition and livelihood (Lansky and Newman, 2007). Fruits like pomegranate, grapes, dragon fruit, mango and sapota are being grown in tropical humid to dry as well as arid and semi-arid climates of India, especially in states like Maharashtra, Karnataka, Tamil Nadu, Andhra Pradesh, and Gujarat. Significant cultivars such as Bhagwa of pomegranate, Hapus, Kesar, Langra, Banganpalli, Totapuri of mango and Kallipati, Cricket ball of Sapota are being dominantly grown in these areas. Area under pomegranate was 2.62 lakh ha in 2018-19, producing 30.04 lakh MT at a productivity of 11.58  ha-1 with an export of 80.5 thousand MT during 2019-20 (Maity et al., 2020). The estimated area under grapes, mango, pomegranate and sapota in India is 0.14, 2.29, 0.26, 0.08 million ha, respectively whereas production estimates are reported to be 31.25, 204. 44, 23.15 and 10.03 million MT, respectively (NHB 2019-20 2nd estimate). Besides area of dragon fruit in India is rapidly expanding due to its high nutritional content, antioxidant properties, and market opportunities, covering around 20 thousand ha with annual production of 0.3 million MT. Despite the fact that >15 species of Hylocereus have been reported; only 3 to 4 are under cultivation. Among these, white flesh (H. undatus) occupied more than half of the area. However, the current premium pricing and consumer demand for pink flesh may shift cultivation to H. polyrhizus. Furthermore, species with yellow peel and white flesh (H. megalanthus) is now being cultivated. In this context, the issuances of agro-advisory services to farmers are essential for adopting time bound management protocols (Adak et al.,2018a). The importance of this scientific management is significantly linked with the fruit business both in domestic market and foreign export. Therefore, it is of great importance for advisory, training, farmers-scientific interaction and other human resource management programmes to sensitize and develop trained man power sufficiently which contributes to the horticultural growth and development. In this backdrop, fruit orchards and their scientific management is discussed in this chapter with special reference to abiotic and biotic stress management in Pune region of Maharashtra.

Introduction
Spices have been considered significant in the culinary art from time immemorial. India, “The Homeland of Spices” is one among the largest producers, consumers and exporters of spices as well as spice products. Spices comprise different plant components such as floral parts or fruits or berries or seeds or rhizomes or roots or leaves or kernel or aril or bark or bulbs. The recorded history of the use of spices dates back to 5000 years or so from the Egyptian or at the most from the Indus valley civilization. Spices are used for flavouring, seasoning and imparting aroma in various cuisines. Besides these inherent qualities, some of them are known to be fungistatic, antimicrobial or antibiotic. They are also processed into numerous ‘value added’ products such as oleoresins, essential oils, curry powder etc. Black pepper, cardamom and turmeric are the major spice crops and its production and marketing are the main economy stays of lakhs of people of the country. Billions of rupees are involved in domestic trading and foreign export. Therefore, it is highly imperative for farmers to adopt the advanced practices to sustain spices productivity. Even, additional income could be generated from the intercropping of spices from the interspaces in mango orchards (Shukla and Adak, 2020). Thus the present chapter included all aspects of production to protection and value addition for  the benefits of growers.

Standard Operating Protocol for Export of Banana
Banana is one of the important fruit grown in India, as far as its export is concerned it is very limited which is below 1%. For export market it should be harvested at 85% maturity or the bunch is ready to harvest in 80-82 days after shooting initiation. Bunches are to be harvested carefully with two people. One person cut the hand and another person put the bunch onto the padding shoulder. Bunches should be slant cut with sickle shaped sharp knife free from any contamination. For export purpose banana fingers should be square, lie close together, hard, clean and free from any infestation and mucilaginous thread of pulp should be 4-5 cm in length. Skin should not be separated from pulp and no brown spot under the skin. De-handing must be done with sharp chisel type de-handing tool, by leaving maximum crown attached to the hand. The crown should be cut evenly; otherwise its outer finger may be detached. Other way to De-handing by using the nylon thread. It is easy method and it allows maximum crown attach with the land with minimum latex flow. The hands should be carefully paced in clean water which has alum 1 gm litre-1 or sodium hypochlorite (200 ppm) as surfactant for removing the latex and killing the micro-organism after that fruit must be packed in 20-25 kg capacity crates having foam in bottom and in between hands also. The most effective control of post harvest diseases and control of ripening of banana is treating the hands with 1.0% CISH METWASH an organic formulation for 30-60 seconds after that it should be carefully removed from this organic formulation and keep it in front of high speed fan for drying.

Among subtropical fruit crops mango, guava, bael and aonla are among the most important ones. The productivity of these crops is affected by many factors, among which diseases have their own economic significance. The crops use to suffer from a large number of diseases, however, economically important diseases having significance in agro-advisory are mentioned below.
Mango Wilt and Decline
The mango wilt disease caused by Ceratocystis fimbriata is one of the most devastating diseases (Shukla et al., 2015, 2018b, 2020; Shukla, 2020). Association of Berkeleomyces basicola and Lasidiplodia theobromae in wilt, decline and branch drying has also been observed. Symptoms: Ceratocystis infection on the trees causes dark staining of the affected wood, exudation of gum, leaf drying and ultimately death of the tree (Al Adawi et al., 2003; Shukla et al., 2018b). Later symptoms include vascular discolouration beneath the gummosis (Masood et al., 2008; Shukla et al., 2018b). The symptoms may appear in the form of sudden wilt, decline or branch drying and accordingly the whole tree or branch may die within a period of a fortnight to six months of appearance of first symptom.

Introduction
Mangoes (Mangifera Indica L.), often referred to as the “king of fruits,” are celebrated for their rich flavour, nutritional value, and versatility in culinary applications (Swaroop et al., 2018). Globally, mangoes hold a significant economic and cultural position. Mangoes are grown in over 90 countries, with India, China, and Thailand being leading producers. They contribute
significantly to the agricultural economies of these and other tropical and subtropical regions (Makarabbi, 2023). Mangoes are a major export commodity for many countries, generating substantial foreign exchange. For instance, India’s mango exports account for a sizable share of the global mango market, valued at millions of dollars annually. In many developing countries, mango farming supports millions of smallholder farmers, providing employment and a source of income (Thakor, 2019). Mangoes are enjoyed in numerous forms— fresh, dried, as juices, pickles, and chutneys. They are also a key ingredient in various traditional dishes and desserts across different cultures. Mangoes play a central role in several cultural festivals and rituals, symbolizing prosperityand good fortune in countries like India and the Philippines. Mangoes are rich in essential vitamins, minerals, and antioxidants, including vitamins A and C, folate, and fiber. Their consumption is associated with various health benefits, such as improved immunity, digestive health, and skin care (Yahia et al., 2023). While mangoes offer significant benefits, their cultivation faces several challenges, primarily due to pest infestations that can severely impact both yield and fruit quality. Effective management of these pests is crucial to ensure sustainable mango production (Singh and Baradevanal, 2021).

Introduction
Mango (Mangiferaindica L) known as “the king of fruits” and “Apple of the Tropics” is most popular fruit in the tropics and sub-tropics. It moved from India to different countries and has gained popularity around the world. It has long been associated with the Indian culture and religious functions. Among different states, Uttar Pradesh and Andhra Pradesh constitute 23.64 per cent and 22.99 per cent share in the total mango, respectively, in the country. In 2023, Mango production had a total export volume of 78.56 billion MT. India is the biggest mango producer with a total production volume of 25 million MT of mangoes during the year. The top 10 mango producers in 2023 include India (25 million MT), China (3.8 million MT), Indonesia (3.6 million MT), Pakistan (2.7 million MT), Mexico (2.4 million MT), Brazil (2.1 million tons), Malawi (1.7 million MT), Thailand (1.6 million MT), Bangladesh (1.5 million MT) and Vietnam (1.4 million MT). As regards world-wide mango exports, Mexico is the biggest mango exporter with total exports worth $576.36 million in 2023. It was noted that Mexico’s mango exports increased by 5.09% from the previous year. The top 10 mango exporting countries in 2023 include the following:

Introduction
World population is increasing and currently stands at 8.2 Billion as on 2025. Food security of population of any country is becoming a challenging task and the entire population depends on the available national resources. The importance of scientific community in securing foods for everybody was felt necessary and it was expressed that there is a huge herculean task to ensure food for everybody. Farming community and fruit growers across the globe were engaged in serious efforts to produce fruits of good quality. The necessity to develop advanced technologies for nutritious foods was thus given national importance not only for food security but also of nutritional security. The sincere scientific efforts to develop recent innovative technologies to support fruit production even at harsh soils and environmental conditions are praiseworthy. Farmers, stakeholders, policy planners and technology developers have been devoted to achieve the target of Sustainable Developmental Goals. The target of United Nation’s 2030 to eradicate poverty and eradication of malnutrition should be achieved sustainably. People across nations are working devotedly to achieve the target. However, climatic changes have been significantlyaffecting the food production to food security across nations. Decadal information suggested the adverse impact of climates on the fruit production. Recent changes in weather extremisms had also affect harshly on the food production to supply chain. Thus, the role of scientific community to coup up the environmental hazards and to sustain fruit production becomes a reality. In this context, agroadvisory services plays significant role to support farming community and fruit growers to adopt time bound managemental practices. The ultimate aim of these services is to improve the orchard soil and tree health condition, enhance factor productivity vis-à-vis profitability and precise use of available natural resources. Quantification of variability in environmental indicators, soil and tree interactions were felt necessary for formulating effective policy plan (Malhotra, 2017). Adak et al. (2022) advocated for foliage spraying of 1 per cent zinc sulphate on mango cv. Dashehari to enhance yield and nutrient richness in fruit pulp.

Introduction

The intergovernmental panel on climate change (IPCC) which takes account of on historical, psychological, social , physical and economic and political perspectives of climate change in its report, released in November 2014 said that the Working Group I contribution to the IPCC’s Fifth Assessment Report (AR5) considers new evidence of climate change based on many independent scientific analyses from observations of the climate system, paleoclimate archives, theoretical studies of climate processes and simulations using climate models. Climate change is not controversial as naysayers and some media would convey. After decades of careful observation, collection of data, and tracking of changes in the climate system, there exists a solid, scientific consensus that human-caused climate change is a reality (Michael, 2012). In their report, the NCSE 2015 says that there is substantial scientific agreement about the occurrence, causes, and consequences of climate change. Yet due to the inherent complexity of the topic and the social controversies surrounding it, confusion and doubt often persist. Here, we need to develop the workforce, education, and training for climate-smart Agriculture. The following are some interventions.

Introduction The idea of LiFE was introduced by the Prime Minister during the 26th United Nations Climate Change Conference of the Parties (COP26) in Glasgow from 31st October to 13 November 2022. The idea promotes an environmentally conscious lifestyle that focuses on ‘mindful and deliberate utilisation’ instead of ‘mindless and wasteful consumption’.(PIB India)

The LiFE Movement aims to utilise the power of collective action and nudge individuals across the world to undertake simple climate-friendly actions in their daily lives. The LiFE movement, additionally, also seeks to leverage the strength of social networks to influence social norms surrounding climate. The Mission plans to create and nurture a global network of individuals, namely ‘Pro-Planet People’ (P3), who will have a shared commitment to adopt and promote environmentally friendly lifestyles. Through the P3 community, the Mission seeks to create an ecosystem that will reinforce and enable environmentally friendly behaviours to be self-sustainable.

Introduction

India has one of the world’s largest agricultural production areas of land. The net sown area is 140.1 million hectares, the net irrigated area is 49% of this, which is 68.4 million ha as per 2014–15 land-use statistics (Agriculture Research Data Book 2019). While the proportion of Indians employed in agriculture is decreasing, agriculture, along with its allied sectors such as livestock, forestry and fisheries, remains India’s primary source of income. As per the Lok Sabha Standing Committee on Agriculture (2019–20), agriculture and allied industries employed 54.6 percent of India’s total workforce. Approximately 70% of rural households still rely primarily on agriculture for a living. Agriculture and allied sectors’ share of the country’s Gross Value Added (the value of goods and services produced in an area, industry, or sector of an economy) has fallen from 18.2 percent in 2014-15 to 16.5 percent in 2019-20. As per current trends, 60% of India’s population (more than 10% of the world’s population) will face severe food shortages by 2050.

Introduction

Despite recent significant increases in global food production Sustainable development goal- “End hunger, achieve food security and improved nutrition, and promote sustainable agriculture” seems unachievable. Globally, 1 in 9 people are undernourished, the vast majority of whom live in developing countries. Under nutrition causes wasting or severe wasting of 52 million children worldwide. It contributes to nearly half (45%) of deaths in children under five – 3.1 million children per.Today, the majority of the world’s hungry people—nearly 870 million—live in sub-Saharan Africa and South Asia. Climate change impacts on food security and livelihoods are already alarming and affecting millions of smallholder farmers in sub-Saharan Africa (FAO, 2016).

In view of today’s 795 million hungry and the additional 2 billion people expected by 2050, there is an urgent need for a change of global food and agriculture systems in order to sustainably increase food production (UN, 2016). This will exert intense pressure on agro-ecosystems that are already overburdened, particularly in developing countries as most of those increases in production have to occur in this part of the world. The environmental impacts of satisfying this increased food demand will be further aggravated by climate change. With increased frequency and severity of droughts, extreme heat conditions and over dependence on rainfed agriculture, there is a growing agricultural productivity crisis, dwindling household food availability and the economic prosperity of countries whose national economies are dependent on agriculture. Considering that climate change impacts are felt differently within regions, context-specific adaptation measures are required to reduce risks and build adaptive capacity of smallholder farmers (Altieri, M.Aet al.2017).