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  • Electoral Reforms In India

    Exploring Assam’s Delimitation Draft

    Explained | Polity | Mains Paper 2: Representation Of People’s Act

    assam delimitation

    Central Idea

    • The recent draft proposal on the Delimitation of Assembly and Lok Sabha constituencies in Assam by the Election Commission (EC) has stirred significant controversy.
    • The proposal suggests reshaping constituencies, increasing the number of reserved seats, and potentially affecting the political fortunes of various organizations and parties.

    What is Delimitation?

    • Objective: Delimitation aims to redraw constituency boundaries to maintain equal population representation in Assembly and Lok Sabha seats.
    • Changing Constituencies: Delimitation may result in the alteration of constituency limits and, in some cases, the number of seats in a state.

    Delimitation Process and Commission

    • Independent Delimitation Commission: Delimitation is carried out by an independent Delimitation Commission (DC) constituted by the Union government.
    • Terms of Reference: The DC determines the number and boundaries of constituencies, ensuring population equality and identifying reserved seats for Scheduled Castes and Scheduled Tribes.
    • Implementation: The draft proposals are published for public feedback, followed by public sittings to consider objections and suggestions. The final order is published in official gazettes.

    Historical Context of Delimitation

    • Early Delimitation Exercises: The first delimitation exercise in 1950-51 was conducted by the President. Subsequently, the responsibility was shifted to independent Delimitation Commissions.
    • Frequency of Delimitation: Delimitation has been carried out four times, in 1952, 1963, 1973, and 2002, based on the Acts enacted in respective years.

    Postponement of Delimitation until 2026

    • Frozen Seats: Delimitation was postponed after the 1981 and 1991 Censuses, freezing the number of seats in Lok Sabha and Assemblies.
    • Justification for Postponement: An amendment further delayed delimitation until 2026, with the rationale that uniform population growth would be achieved throughout the country by that time.
    • The Last Delimitation: The most recent delimitation exercise, based on the 2001 Census, focused on adjusting boundaries of existing seats and reworking the number of reserved seats.

    Delimitation Exercise in Assam

    • Delimitation exercises were carried out periodically, but in 1976, it was suspended due to the family planning program.
    • The process was deferred for Arunachal Pradesh, Assam, Jammu and Kashmir, Manipur, and Nagaland in 2008 due to “security risks.”
    • The Delimitation Commission for Assam and other states was reconstituted by the Central Government in 2020.

    Overview of the Proposed Changes

    • Reshaping of Constituencies: The draft proposal suggests reshaping and renaming 24 Assembly seats.
    • Increased Reserved Seats: The number of reserved seats for Scheduled Tribes (ST) and Scheduled Castes (SC) would be increased from 16 to 19 and eight to nine, respectively.
    • Seat Juggling: The proposal involves converting six reserved seats each for SCs and STs into unreserved seats. Additionally, nine ST and seven SC general seats would become reserved.
    • Impact on Political Figures: Notable political figures, including MLAs and MPs from various parties, may lose their seats due to the proposed changes.

    Opposition and Concerns

    • Protests and Discontent: The draft proposal has faced opposition and protests across Assam, with different groups expressing dissatisfaction with the changes.
    • Questioning the Legality: Some have raised concerns regarding the interpretation of Section 8A of the Representation of the People Act, 1950, which allows reorientation of seats without altering their total number.
    • Use of Census Data: The use of 2001 Census data instead of the more recent 2011 Census data has raised suspicion and allegations of a hidden agenda.
    • Timing and Allegations: Opposition parties have criticized the timing of the delimitation exercise, alleging that it was rushed to affect representation ahead of the 2024 Lok Sabha polls.

    Future Outlook and Potential Changes

    • EC’s Call for Suggestions: The EC has invited suggestions and omissions regarding the draft proposal and plans to revisit the State to engage with stakeholders.
    • Legal Challenges: The All India United Democratic Front (AIUDF) has threatened to approach the court if the draft is accepted.
    • Chief Minister’s Perspective: Assam CM has emphasized the need to protect the rights of indigenous people and hinted at potential adjustments to ensure their interests are safeguarded.

     

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  • Coal and Mining Sector

    Centre identifies 30 Critical Minerals: Why, how, and importance of the exercise

    Prelims Only | Economics | Mains Paper 3: Infrastructure: Energy, Ports, Roads, Airports, Railways Etc.

    critical

    Central Idea

    • The Ministry of Mines has strategically identified 30 critical minerals, including lithium, cobalt, nickel, and graphite, crucial for the country’s economic development and national security.
    • The move aims to address supply chain vulnerabilities and ensure availability of these minerals for key industries such as clean technologies, information technology, advanced manufacturing, and defense.

    What are Critical Minerals?

    • Critical minerals are elements that are crucial to modern-day technologies and are at risk of supply chain disruptions.
    • These minerals are used in making mobile phones, computers, batteries, electric vehicles, and green technologies like solar panels and wind turbines.
    • Minerals such as antimony, cobalt, gallium, graphite, lithium, nickel, niobium, and strontium are among the 22 assessed to be critical for India.
    • Many of these are required to meet the manufacturing needs of green technologies, high-tech equipment, aviation, and national defence.

    Three-Stage Assessment Process

    1. Analysis of Global Strategies: The expert team studied the strategies of major economies and identified 69 elements/minerals considered critical by these countries.
    2. Inter-Ministerial Consultation: Different ministries were consulted to identify minerals critical to their respective sectors.
    3. Empirical Formula for Criticality Evaluation: An empirical formula was derived considering economic importance and supply risk, similar to the methodology used by the European Union.

    List of Critical Minerals for India

    • Identified Minerals: The assessment resulted in a list of 30 critical minerals, including antimony, beryllium, cobalt, copper, lithium, nickel, rare earth elements, silicon, tin, titanium, tungsten, and others.
    • Fertilizer Minerals: Two minerals critical for fertilizer production, phosphorous and potash, are also included.

    Why are these resources critical?

    • Clean energy transition: Critical minerals are essential to the ecosystem that fuels the world’s transition towards clean energy and digital economy.
    • Strategic nature: Any supply shock can severely imperil the economy and strategic autonomy of a country that is over-dependent on others to procure critical minerals.
    • Rare availability: Supply risks exist due to rare availability, growing demand, and complex processing value chain.

    What is the China ‘threat’?

    • Dominant role: China is the world’s largest producer of 16 critical minerals, including cobalt and rare earth elements.
    • Monopoly in processing: The country has a strong presence across the board in processing operations, with a share of refining around 35% for nickel, 50-70% for lithium and cobalt, and nearly 90% for rare earth elements.
    • Control over offshore mines: China also controls cobalt mines in the Democratic Republic of Congo, from where 70% of this mineral is sourced.
    • Supply chain dominance: The country’s dominance in critical minerals production and processing raises concerns of a supply disruption in case of a geopolitical conflict.

    Challenges in ensuring resilient critical minerals supply

    • Limited availability of critical minerals: The rare availability of critical minerals poses a challenge in meeting the growing demand for these minerals.
    • Geopolitical risks: Complex supply chains can be disrupted by hostile regimes or politically unstable regions, leading to supply chain disruptions.
    • Dominance of certain countries: A few countries, such as China, are the dominant producers of critical minerals, leading to concerns over supply disruptions in case of a geopolitical conflict.
    • Increasing demand for critical minerals: With the shift towards renewable energy technologies and electric vehicles, the demand for critical minerals such as copper, lithium, and rare earth elements is increasing rapidly.
    • Reliance on foreign partners: Countries with limited reserves and higher requirements for critical minerals may have to rely on foreign partners to meet their domestic needs, leading to supply chain vulnerabilities.
    • Environmental and social concerns: The extraction and processing of critical minerals can have negative environmental and social impacts, leading to challenges in meeting sustainability goals.

    What are countries around the world doing about it?

    Several countries are taking measures to ensure a consistent supply of critical minerals to their domestic markets.

    • US: It has ordered a review of vulnerabilities in its critical minerals supply chains and shifted its focus on expanding domestic mining, production, processing, and recycling of critical minerals and materials.
    • Australia: Its Critical Minerals Facilitation Office (CMFO) and KABIL had recently signed an MoU aimed at ensuring reliable supply of critical minerals to India.
    • UK: It has unveiled its new Critical Minerals Intelligence Centre to study the future demand for and supply of these minerals, and its critical mineral strategy will be unveiled later this year.

    India’s Domestic and Global Outreach

    • Domestic Exploration Efforts: The Geological Survey of India conducted advanced mineral exploration in Jammu & Kashmir, identifying inferred lithium resources. Further exploration is planned in different parts of the country.
    • Joint Venture Company: Khanij Bidesh India Ltd. (KABIL) has been established to acquire overseas mineral assets, including lithium, cobalt, and rare earth elements, ensuring a reliable supply.
    • Mineral Security Partnership (MSP): India’s inclusion in the MSP, a collaboration of 14 countries, highlights the country’s focus on securing critical mineral supply chains globally and reducing dependency on China.

    What should India do to ensure resilient supply?

    • Developing domestic sources of critical minerals: This can be achieved by promoting exploration and mining activities, both by public and private sector entities.
    • Encouraging responsible mining practices: The Indian government should encourage responsible mining practices that minimize the negative environmental and social impacts of mining activities.
    • Need for a Specialized Agency: The expert team proposed the establishment of a National Institute or Center of Excellence dedicated to critical minerals, similar to Australia’s CSIRO.
    • Promoting transparency in the supply chain: India should promote transparency in the critical minerals supply chain by ensuring the traceability of minerals from the point of extraction to the point of end-use.
    • Investing in research and development: India should invest in research and development to develop new technologies and processes for efficient extraction, processing, and recycling of critical minerals.
    • Developing a national critical minerals strategy: India should develop a national critical minerals strategy that identifies priority minerals, promotes domestic exploration and mining, and promotes sustainable and responsible mining practices.

    Conclusion

    • India has a significant mineral geological potential, many minerals are not readily available domestically.
    • Hence, India needs to develop a national strategy to ensure resilient critical minerals supply chains, which focuses on minerals found to be critical in this study.

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  • Foreign Policy Watch: India-Southeast Asia

    Manila and New Delhi: A 21st Century Partnership

    op-ed snap | International Relations | Mains Paper 2: India & Its Neighborhood – Relations

    partnership

    Central Idea

    • The year 2022 brought about a significant turning point for the world as Covid-19-related restrictions were gradually lifted, ushering in a renewed focus on international trade, commerce, and strategic partnerships. Against this backdrop, the Philippines and India have reinvigorated their cooperation after almost three years, aiming to strengthen bilateral ties and foster economic resurgence in the post-pandemic era.

    Economic promise and growth trajectory of India and Philippines

    1. India’s Economic Promise and Growth Trajectory:
    • Projected Third-Largest Economy: India is projected to become the world’s third-largest economy by 2027. This forecast highlights the country’s immense economic potential and growth prospects.
    • Fastest-Growing Large Economy: India has consistently maintained an impressive average GDP growth of 5.5 percent over the past decade. This growth rate positions India as the fastest-growing among the large economies globally.
    • Investment Opportunities: India’s growing economy offers numerous investment opportunities across various sectors, attracting both domestic and foreign investors seeking to capitalize on its vibrant market and expanding consumer base.
    • Emerging Middle Class: India’s rising middle class presents a significant consumer market, driving consumption and fueling economic growth. The expanding middle class creates opportunities for businesses and stimulates economic development.
    1. Philippines’ Economic Promise and Growth Trajectory:
    • Upper-Middle-Income Status: The Philippines is on the threshold of achieving upper-middle-income status, which signifies significant progress in its economic development and per capita income.
    • Trillion-Dollar Economy by 2033: The Philippines aims to become a trillion-dollar economy by 2033, reflecting its ambitious goals for economic growth and prosperity.
    • Poverty Reduction and Socio-Economic Agenda: President Ferdinand R Marcos Jr’s socio-economic agenda focuses on reducing poverty and fostering sustainable economic growth. This agenda sets the stage for inclusive development and resilience in key sectors such as agriculture, energy, and infrastructure.
    • Empowerment and Inclusion: The Philippines places emphasis on empowering its population and fostering greater inclusion. By ensuring that the benefits of economic growth reach all segments of society, the country aims to create a more equitable and prosperous nation.

    The prospects for expanding trade and economic cooperation between the Philippines and India

    • Innovation and New Technologies: Both countries have vibrant innovation ecosystems and a growing focus on technological advancements. Collaborative efforts in research and development, knowledge sharing, and technology transfer can lead to the creation of innovative solutions and products. This cooperation can enhance productivity, efficiency, and competitiveness in various sectors.
    • Clean Energy and Renewable Technologies: India has emerged as a global leader in renewable energy, particularly in the development of wind and solar power. The Philippines has also made substantial investments in renewable energy technologies. Leveraging India’s expertise and experience, there is scope for collaboration in clean energy projects, including the adoption of advanced renewable technologies, sharing best practices, and promoting sustainable energy solutions.
    • Digital Infrastructure and Connectivity: India’s “Digital India” initiative and the Philippines’ efforts to strengthen its digital infrastructure provide opportunities for collaboration. This can involve sharing knowledge, experiences, and technologies in digitalization, e-governance, cybersecurity, and data management. Strengthening digital connectivity can facilitate trade, e-commerce, and digital services between the two countries.
    • Defense and Security Cooperation: There is potential for deeper cooperation in defense and security between the Philippines and India. The signing of contracts for defense procurement, such as the Philippines’ procurement of India’s BrahMos Shore-based Anti-Ship Missile System, signifies the beginning of such collaborations. Both countries can further explore joint exercises, defense industry partnerships, and information-sharing mechanisms to enhance their defense capabilities and address common security challenges.
    • Regional Economic Integration: The Philippines and India’s engagements within the framework of ASEAN, coupled with India’s “Act East Policy,” provide avenues for regional economic integration. Strengthening economic ties, promoting trade facilitation measures, and improving connectivity within the ASEAN-India network can enhance regional trade and investment flows. Collaboration in infrastructure development, logistics, and trade facilitation can further deepen economic integration.
    • People-to-People Exchanges: Enhancing people-to-people exchanges, including tourism, cultural interactions, and educational cooperation, can foster a deeper understanding and appreciation of each other’s countries. This can contribute to building stronger economic and social ties between the Philippines and India.

    Opportunities for regional cooperation in the Indo-Pacific

    • Economic Integration: Strengthening economic integration within the Indo-Pacific region is essential for creating a robust and interconnected economic ecosystem. The Philippines and India can play active roles in promoting and participating in initiatives such as the ASEAN Economic Community, the Regional Comprehensive Economic Partnership (RCEP), and other regional economic forums.
    • Connectivity and Infrastructure Development: Collaborative efforts in developing infrastructure, such as ports, roads, railways, and digital connectivity, can enhance regional connectivity and support economic growth. The Philippines and India can engage in infrastructure projects, joint investments, and partnerships to promote seamless connectivity within the region.
    • Maritime Security and Freedom of Navigation: Ensuring maritime security and upholding freedom of navigation in the Indo-Pacific is essential for trade, economic activities, and regional stability. Collaborative initiatives for maritime domain awareness, joint exercises, information-sharing mechanisms, and adherence to international law, including the United Nations Convention on the Law of the Sea (UNCLOS), can strengthen regional security and stability. The Philippines and India can actively participate in regional security frameworks, such as the ASEAN Regional Forum (ARF) and the Indian Ocean Naval Symposium (IONS), to address common maritime challenges.
    • Sustainable Development and Climate Change: Collaborative efforts in promoting sustainable development practices, sharing best practices in climate change adaptation and mitigation, and supporting initiatives for renewable energy and environmental conservation can contribute to the region’s long-term resilience. The Philippines and India can engage in knowledge sharing, capacity-building programs, and joint initiatives to address these challenges collectively.
    • People-to-People Exchanges and Cultural Cooperation: The Philippines and India can promote tourism, cultural exchanges, educational scholarships, and academic collaborations to deepen connections and promote mutual understanding among the diverse nations in the region.
    • Rules-based Order and Multilateralism: Upholding the principles of a rules-based order and inclusive multilateralism is crucial for regional stability and cooperation. The Philippines and India, as advocates for the rule of law, can actively engage in regional multilateral platforms such as the East Asia Summit (EAS), ASEAN Regional Forum (ARF), and the Indian Ocean Rim Association (IORA) to shape regional norms, promote dialogue, and address regional challenges collectively.

    Conclusion

    • As the Philippines-India Joint Commission on Bilateral Cooperation convenes for its fifth iteration in New Delhi, the two nations look forward to meaningful exchanges that will set a firm course for a stronger partnership. Building upon their nearly 75 years of diplomatic ties and shared values as democratic Asian republics, the Philippines and India are poised to reinforce bilateral relations and leverage their common interests to navigate the challenges and opportunities of the post-pandemic era.

    Also read:

    ASEAN-India maritime exercise in South China Sea

     

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  • Fertilizer Sector reforms – NBS, bio-fertilizers, Neem coating, etc.

    PM-PRANAM Scheme gets cabinet nod

    Schemes | Agriculture | Mains Paper 3: Agriculture and related issues

    pranam

    Central Idea

    • The union cabinet has given its approval to PM-PRANAM scheme, which aims to promote the usage of alternative fertilizers and balanced utilization of chemical fertilizers.
    • This scheme, announced in the budget for 2023-24, reflects the government’s commitment to sustainable agricultural practices and the conservation of natural resources.

    What is PM-PRANAM Scheme?

    • PM-PRANAM stands for Prime Minister Promotion of Alternate Nutrients for Agriculture Management Yojana.
    • The scheme was proposed during the National Conference on Agriculture for Rabi Campaign in September 2022.
    • Its objective is to reduce the subsidy burden on chemical fertilizers by promoting the use of alternative fertilizers.

    Notable features of the scheme

    • Incentivizing States and UTs: The scheme incentivizes states and Union Territories to promote the usage of alternative fertilizers and achieve a balanced use of chemical fertilizers. States that demonstrate significant savings in funds due to reduced chemical fertilizer usage receive grants as incentives.
    • Subsidy Savings Allocation: Around 50% of the subsidy savings resulting from reduced chemical fertilizer consumption will be allocated as a grant to the state that exhibits the highest savings. This encourages states to actively participate in the adoption of alternative fertilizers.
    • Creation of Assets: A significant portion (70%) of the granted funds will be utilized for creating assets associated with the technological integration of alternate fertilizers. This includes establishing production units at the village, block, and district levels, facilitating local production and availability of alternative fertilizers.
    • Recognition and Incentives for Farmers: The remaining 30% of the granted funds will be utilized to incentivize and recognize farmers and other village entities for their contributions to reducing fertilizer usage. This recognizes their efforts in adopting sustainable agricultural practices.
    • Environmentally Friendly Farming Practices: The scheme aims to promote environmentally friendly farming practices by encouraging the adoption of alternative fertilizers. This reduces the dependency on chemical fertilizers, which in turn contributes to environmental conservation and sustainability.
    • Long-term Soil Health and Agricultural Ecosystems: By promoting a balanced use of fertilizers, the scheme ensures the long-term health and fertility of agricultural ecosystems. It emphasizes sustainable agricultural practices that preserve soil health and protect natural resources.
    • Technological Integration: The scheme supports the integration of technology into agriculture for the production and utilization of alternative fertilizers. This includes the establishment of production units at the grassroots level, encouraging local production and accessibility of alternative fertilizers.

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  • Modern Indian History-Events and Personalities

    Mahalanobis in the era of Big Data and AI

    op-ed snapPrelims Only | Science Tech | Mains Paper 3: Achievements Of Indians In S&T

    Big Data

    Central Idea

    • Professor P.C. Mahalanobis, the pioneer of statistics in India, left an indelible mark on the field of statistics and survey culture in the country. His contributions, including the establishment of the Indian Statistical Institute, continue to shape the nation’s statistical landscape. As India grapples with the evolving socio-economic dynamics in the post-pandemic era, the absence of Mahalanobis’s expertise is keenly felt. This era, characterized by copious amounts of data, is commonly referred to as the age of Big Data

    *Relevance of the topic*

    • Due to the outbreak of the Covid-19 pandemic, the Census 2021 and the related field activities have been postponed.
    • Questions over data quality and delay in releasing surveys has been raised
    • You can use this as case study and examples

    Mahalanobis’s strategy in handling large-scale data

    • Tackling Big Data: Mahalanobis encountered a Big Data challenge when his large-scale surveys yielded substantial amounts of data that required effective analysis for planning purposes. He successfully persuaded the government to procure the country’s first two digital computers in 1956 and 1958 for the Indian Statistical Institute. This accomplishment marked the introduction of computers and their utilization in handling vast amounts of data in India.
    • Embracing Technology: Mahalanobis embraced technology throughout his career. He built simple machines to facilitate surveys and measurements, displaying a keen interest in leveraging technology for data collection and analysis. His adoption of digital computers showcases his progressive approach to incorporating technological advancements into statistical practices.
    • Mathematical Calculations: Mahalanobis’s strategy involved employing complex mathematical calculations to tackle the extensive data generated from surveys. By utilizing digital computers, he aimed to streamline and expedite the process of analyzing large-scale datasets, enabling effective planning and decision-making.
    • Built-in Cross-Checks: Mahalanobis was inspired by Kautilya’s Arthashastra and introduced the concept of built-in cross-checks in his surveys. This approach aimed to ensure data accuracy and reliability, minimizing errors and contradictions in the collected data. These cross-checks were implemented to enhance the quality control of statistical analysis and maintain the integrity of the findings.

    Advantages of Big Data

    • Improved Decision-Making: Big Data analytics provides organizations with valuable insights and patterns derived from vast amounts of data. These insights support data-driven decision-making, enabling organizations to make informed and evidence-based choices that can lead to improved outcomes.
    • Enhanced Customer Understanding: Big Data allows organizations to gain a deeper understanding of their customers. By analyzing large and diverse datasets, businesses can identify customer preferences, behavior patterns, and trends, enabling personalized marketing strategies, product development, and customer experiences.
    • Operational Efficiency: Big Data analytics can optimize operational processes by identifying bottlenecks, inefficiencies, and areas for improvement. By analyzing data from various sources, organizations can streamline workflows, reduce costs, and enhance productivity.
    • Innovation and New Product Development: Big Data insights can drive innovation and the development of new products and services. By analyzing market trends, consumer demands, and competitive landscapes, organizations can identify opportunities for innovation and create products tailored to specific market needs.
    • Fraud Detection and Security: Big Data analytics can help in detecting and preventing fraudulent activities. By analyzing patterns and anomalies in data, organizations can identify potential fraud or security breaches in real-time, reducing financial losses and protecting sensitive information.
    • Personalized Marketing and Customer Experience: Big Data enables targeted and personalized marketing campaigns. By analyzing customer data, organizations can segment their audience, deliver customized messages, and create personalized experiences that resonate with individual customers.
    • Improved Healthcare and Public Health: Big Data analytics has the potential to revolutionize healthcare. By analyzing patient data, medical records, and clinical research, healthcare providers can make better diagnoses, develop personalized treatment plans, and identify public health trends for proactive interventions.

    key challenges associated with Big Data

    • Data Quality and Integrity: Ensuring the quality and integrity of Big Data can be a significant challenge. Data may contain errors, inconsistencies, and biases, which can adversely affect the accuracy and reliability of analyses and insights.
    • Data Privacy and Security: The vast amount of data collected and stored in Big Data systems raises concerns about privacy and security. Safeguarding sensitive information and preventing unauthorized access or data breaches require robust security measures and compliance with privacy regulations.
    • Data Storage and Management: Storing and managing large volumes of data can be complex and costly. Big Data requires scalable and efficient storage solutions, including distributed storage systems and cloud-based platforms. Managing data across various sources and formats also poses challenges.
    • Data Processing and Analysis: Processing and analyzing massive datasets in a timely manner can be computationally intensive and time-consuming. Traditional data processing tools and techniques may not be suitable for handling Big Data, requiring the use of specialized frameworks, algorithms, and infrastructure.
    • Data Integration and Interoperability: Integrating and making sense of diverse data sources can be challenging due to differences in formats, structures, and semantics. Ensuring interoperability and data integration across systems and platforms is crucial for deriving comprehensive insights from Big Data.

    Big Data

    Way forward: Mahalanobis’s potential approach to Big Data and AI

    • Embrace Technological Advancements: Following Mahalanobis’s lead, it is crucial to embrace the latest technological advancements in handling Big Data. Continuously explore emerging technologies, such as advanced analytics tools, cloud computing, and distributed computing frameworks, to efficiently process and analyze large-scale datasets.
    • Foster Statistical Expertise: Cultivate statistical expertise to navigate the complexities of Big Data. Invest in training programs and educational initiatives to develop a skilled workforce capable of extracting insights and interpreting the vast amounts of data generated. Promote interdisciplinary collaboration, involving statisticians, technologists, domain experts, and policymakers.
    • Ensure Data Integrity and Quality: Establish robust data governance frameworks to ensure the integrity and quality of Big Data. Implement built-in cross-checks, validation processes, and quality control measures to enhance data accuracy, reliability, and transparency. Adhere to ethical guidelines to safeguard privacy, prevent bias, and address fairness in AI and Big Data applications.
    • Encourage Ethical AI and Big Data Practices: Promote ethical AI and Big Data practices by integrating principles such as transparency, fairness, and accountability. Develop guidelines and regulations that address potential biases, discrimination, and privacy concerns. Foster a culture of responsible data use and continuous evaluation of AI systems to mitigate risks and ensure positive societal impact.
    • Foster Collaboration and Interdisciplinary Approaches: Promote collaboration across disciplines, sectors, and organizations to leverage diverse expertise in tackling Big Data challenges. Foster partnerships between academia, industry, and government entities to encourage knowledge sharing, research collaboration, and the development of innovative solutions.
    • Invest in Capacity Building and Education: Invest in educational programs and initiatives to build a skilled workforce capable of harnessing the potential of Big Data and AI. Promote data literacy and provide training opportunities to empower individuals and organizations to effectively collect, analyze, and interpret data. Support research and development in the field of AI and Big Data to drive innovation.
    • Inform Evidence-based Decision-making: Advocate for evidence-based decision-making by integrating data-driven insights into policy formulation and resource allocation. Encourage policymakers to leverage Big Data analytics to understand societal trends, make informed decisions, and address pressing challenges effectively.

    Conclusion

    • Professor P.C. Mahalanobis’s legacy as a statistical luminary remains relevant in the age of Big Data and AI. His unique combination of perfectionism, tireless dedication, and visionary leadership positions him as an ideal candidate to handle vast amounts of data and embrace technological advancements for the betterment of humanity and national development. As India’s statistical landscape continues to evolve, the absence of Mahalanobis’s expertise and guidance is keenly felt

    Also read:

    Remembering P C Mahalanobis

     

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  • Forest Conservation Efforts – NFP, Western Ghats, etc.

    Green Credit Scheme to Incentivize Environmental Actions

    Schemes | Enviro & Biodiversity | Mains Paper 3: Conservation, Environmental Pollution & Degradation, Eia

    Central Idea

    • The Ministry of Environment has released a draft notification outlining a proposed ‘Green Credit Scheme’ to provide incentives for various environmental activities.
    • The scheme aims to encourage actions such as afforestation, water conservation, waste management, and addressing air pollution by allowing individuals and organizations to generate tradable ‘green credits.’

    What is Green Credit Programme (GCP)?

    • GCP will be launched at the national level, utilizing a competitive market-based approach to encourage voluntary environmental actions.
    • The scheme will incentivize individual and community behaviors, as well as motivate private sector industries, companies, and other entities to fulfill their existing obligations.
    • By participating in activities that generate or allow the purchase of green credits, stakeholders can align with the objectives of the scheme.

    Creating Supply and Demand for Green Credits

    • The government’s immediate focus is to create a supply of green credits through voluntary actions.
    • The subsequent step involves introducing laws or regulations to incentivize companies and organizations to purchase credits, thereby creating demand.
    • Unlike carbon markets that primarily trade greenhouse gas emissions, the Green Credit Scheme accounts for a broader range of actions, making it more complex.

    Sectors for Green Credit Generation

    The notification outlines following sectors or activities that qualify for generating green credits:

    • Tree plantation-based green credit: Promotes activities to increase green cover through tree plantation and related initiatives.
    • Water-based green credit: Encourages water conservation, water harvesting, efficient water use, and wastewater treatment and reuse.
    • Sustainable agriculture-based green credit: Promotes natural and regenerative agricultural practices, land restoration, and improvement of productivity, soil health, and nutritional value.
    • Waste management-based green credit: Fosters sustainable waste management practices and improvements in waste handling.

    Uniqueness and Complexity of the Scheme

    • The proposed Green Credit Scheme covers a wider range of actions compared to similar initiatives worldwide.
    • Unlike existing schemes, this program accounts for diverse activities, making its implementation and accounting mechanisms more intricate.

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  • UDAY Scheme for Discoms

    What is Time-of-Day Tariff?

    Schemes | Economics | Mains Paper 3: Infrastructure: Energy, Ports, Roads, Airports, Railways Etc.

    Central Idea

    • The Ministry of Power has recently introduced Time-of-Day (ToD) tariff for electricity, which will be implemented next year for commercial users and in 2025 for home users.
    • This article aims to explain what ToD tariff is, how it impacts consumers, and why it is important for the power sector.

    What is Time-of-Day Tariff?

    • Amendments: The government has made amendments to the Electricity (Rights of Consumers) Rules 2020, introducing ToD tariff and rationalizing smart meters.
    • Tariff structure: Under ToD tariff, electricity charges will vary based on the time of day. The current flat rate system will be replaced. During daytime, the tariff may decrease by up to 20%, benefiting consumers. Conversely, during night-time, the tariff will increase by the same amount.
    • Benefits for consumers: ToD tariff allows consumers to regulate and manage their electricity consumption and control their bills. It gives them the flexibility to take advantage of lower tariffs during off-peak hours.

    Impact on electricity bills

    • Impact on different households: For small working couples who primarily use electricity at night, their bills are likely to increase. However, other households can offset the nighttime spike by shifting some of their electricity usage to daytime hours.
    • Power consumption patterns: Power consumption typically peaks in the morning when schools and offices open, in the late afternoon when children return home, and in the early evening when air conditioners and heaters are in high demand. ToD tariff aims to discourage excessive power consumption during these peak hours.

    Power guzzling appliances

    • Identifying power-consuming appliances: Appliances such as air conditioners, coolers, refrigerators, heaters, and geysers are the major contributors to electricity consumption in households. Other significant power-consuming appliances include washing machines, dishwashers, and microwaves.
    • Energy-efficient alternatives: It is worth noting that energy-efficient versions of most electrical appliances are available in the market, which can help reduce overall electricity consumption.

    Readiness of infrastructure

    • Requirement of smart meters: To implement ToD tariff, smart meters are necessary. These meters automate the meter-reading process and provide accurate cost estimation, minimizing wastage. They send consumption information to power distribution companies every 15 minutes, which is crucial for calculating ToD charges.
    • Status of smart meter installation: Currently, over 6.5 million smart meters have been installed in the country, with a target of reaching 250 million by 2026. Approximately 230 million smart meters have been sanctioned so far.

    Benefits for the power sector

    • Improved billing efficiency: ToD tariff and smart metering can enhance billing efficiency and reduce transmission and distribution losses.
    • Differential tariff for renewable power: As the share of renewable power increases, it needs to be blended with coal-based power, requiring differential tariff structures. ToD tariff can facilitate this blending effectively.
    • Electric vehicles (EVs) and ToD tariff: With the expected surge in EV adoption, ToD tariff can encourage consumers to charge their vehicles during off-peak hours, reducing the strain on the power grid.
    • Flexibility for discoms: ToD tariff provides flexibility for loss-making distribution companies (discoms) to revise tariffs, addressing their financial challenges.

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  • International Space Agencies – Missions and Discoveries

    Euclid Mission in quest of Dark Energy

    Prelims Only | Science Tech | Mains Paper 3: Awareness in various sc and tech fields

    euclid

    Central Idea

    • The European Space Agency (ESA) is embarking on an extraordinary mission with the launch of the Euclid Space Telescope.
    • This ambitious project aims to survey billions of galaxies, providing valuable insights into the evolution of the Universe, as well as the mysterious phenomena of dark energy and dark matter.

    What is Euclid Mission?

    • The primary goal of the Euclid mission is to study the nature and properties of dark energy and dark matter, which together constitute a significant portion of the Universe.
    • By mapping the distribution and evolution of galaxies, Euclid aims to shed light on the fundamental forces shaping the cosmos.

    (1) Mission Scope and Duration

    • Euclid is a space-based mission, equipped with a sophisticated telescope and state-of-the-art scientific instruments.
    • The mission is expected to have a nominal operational lifetime of 6 years, during which it will conduct an extensive survey of the sky.

    (2) Launch and Spacecraft

    • Euclid was launched on July 1, 2023, from Cape Canaveral in Florida using a SpaceX Falcon 9 rocket.
    • The spacecraft carries the Euclid Space Telescope, which is designed to observe galaxies across a wide range of wavelengths.

    (3) Investigating Dark Energy and Dark Matter  

    • Dark energy, discovered in 1998, explains the unexpected acceleration of the universe’s expansion.
    • Euclid’s mission aims to provide a more precise measurement of this acceleration, potentially uncovering variations throughout cosmic history.
    • Dark matter, inferred through the gravitational effects it exerts on galaxies and clusters, plays a vital role in preserving their integrity.

    Scientific Instruments and Observations

    (a) Euclid Space Telescope

    • The Euclid Space Telescope is equipped with a 1.2-meter primary mirror, allowing it to capture detailed observations of galaxies.
    • It carries two main scientific instruments: the visible-wavelength camera (VIS) and the near-infrared camera and spectrometer (NISP).

    (b) Visible-Wavelength Camera (VIS)

    • The VIS instrument will capture images in visible light, enabling the study of the shapes, sizes, and morphological properties of galaxies.

    (c) Near-Infrared Camera and Spectrometer (NISP)

    • NISP will observe galaxies in the near-infrared range, providing essential data on their distance, redshift, and clustering properties.
    • By measuring the distribution of galaxies at different cosmic epochs, NISP will aid in the study of large-scale cosmic structures.

     

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  • Digital India Initiatives

    KFON: Kerala’s internet connectivity scheme

    op-ed snap | Governance | Mains Paper 3: Inclusive Growth & Issues

    internet

    Central Idea

    • Digital poverty and exclusion persist despite the era of hyper-connectivity, leaving millions marginalized even in the wealthiest nations. In the United States, approximately 14.5 million people in rural areas lack access to broadband, exposing the stark reality of digital absence and leaving over 3 billion individuals on the fringes of the digital age. However, the state of Kerala in India has embarked on a pioneering initiative called the Kerala Fibre Optical Network (KFON) to bridge this digital divide.

    Relevance of this topic:

    *Although efforts are being made to bridge the gap, the digital divide in India remains a significant challenge. You can use the features of the KFON project as examples in your answer.

    Kerala’s Progressive Digital Initiative: Kerala Fibre Optical Network (KFON)

    • Recognizing Internet as a Citizen’s Right: In 2016, the communist-led state government of Kerala acknowledged internet access as a fundamental right, following the example of progressive nations like Finland, Costa Rica, and France.
    • Establishment of the KFON Project: The KFON project aims to provide affordable and reliable internet connectivity to every household, government institution, and business entity in Kerala through the deployment of a fiber-optic broadband network.
    • Targeting Economically Disadvantaged Households: The KFON project adopts a focused approach, starting with approximately 14,000 economically disadvantaged households in the state. These households will receive internet connectivity in the initial phase, addressing the digital divide from the grassroots level.
    • Extending Connectivity to Remote Areas: Kerala’s KFON project goes beyond urban centers, reaching even the most remote regions and tribal hamlets, such as those in Wayanad. This ensures that connectivity reaches marginalized communities that have historically faced barriers to digital access.
    • Free Internet Connections for Economically Disadvantaged: Over the course of the next 12 to 18 months, the KFON project aims to provide free internet connections to 2 million economically disadvantaged households, enabling them to access the benefits of digital connectivity without financial burden.
    • Affordable Data Packages: Apart from free connections, the KFON project offers a range of affordable data packages for the remaining 6 million households in Kerala. These packages cater to different affordability levels, starting from as low as 300 rupees (£2.86) per month for a 20 Mbps connection, making digital access more accessible to a broader population.
    • Infrastructure Development in Schools and Government Buildings: The KFON project includes the installation of necessary infrastructure in schools and government buildings. This ensures that educational institutions and public entities are equipped with the means to leverage digital connectivity effectively.
    • Digital Literacy Campaigns: To ensure the effective utilization of digital connectivity, the Kerala government has initiated digital literacy campaigns at the grassroots level. Collaborating with local bodies, the aim is to empower individuals from marginalized communities with the necessary skills to navigate the online world and leverage digital resources for personal and professional development.

    internet

    Impact of KFON project on Society

    • Enhanced Healthcare Services: The availability of reliable internet connectivity through KFON enables improved access to telemedicine and remote healthcare services. People in remote areas can connect with healthcare professionals, receive consultations, and access medical information without the need for physical travel, leading to better healthcare outcomes, especially in underserved regions.
    • Empowerment through Education: KFON’s connectivity in schools and educational institutions facilitates digital learning, e-learning platforms, and access to online educational resources. This empowers students with equal opportunities for quality education, regardless of their geographical location, and equips them with essential digital skills for the future.
    • Skill Development and Employment Opportunities: Access to the internet provided by KFON opens doors to online skill development programs, vocational training, and employment opportunities. It enables individuals, especially from marginalized communities, to enhance their skills, access job portals, and explore entrepreneurial ventures, contributing to economic growth and reducing unemployment.
    • Business and Entrepreneurship: KFON’s internet connectivity creates a conducive environment for businesses to thrive. Small and medium enterprises can expand their reach, engage in e-commerce, and access digital marketing channels. It also fosters entrepreneurship by providing a platform for aspiring entrepreneurs to launch and promote their startups.
    • Digital Governance and E-Government Services: KFON’s connectivity strengthens digital governance and e-government initiatives. Citizens can access online government services, submit applications, pay bills, and participate in e-governance processes conveniently. This streamlines administrative procedures, reduces bureaucracy, and enhances transparency and efficiency in service delivery.
    • Bridging Social and Economic Divides: By providing affordable and reliable internet connectivity to economically disadvantaged households, KFON plays a significant role in bridging social and economic divides. It ensures that individuals from marginalized communities have equal opportunities to access information, resources, and services, thus reducing inequality and promoting social inclusion.

    Prevalence of the digital divide in India

    • Limited Digital Literacy and Access: The Oxfam India report highlights that only about one-fifth of the Indian population can operate a computer or use the internet. This limited digital literacy and access contribute to the digital divide across different segments of society.
    • Rural-Urban Divide: There is a significant disparity in internet usage between rural and urban areas. The report mentions that around 31 percent of the rural population in India uses the internet compared to 67 percent of the urban population, indicating a notable urban-rural divide.
    • Educational Divide: The report points out the challenges faced by students in accessing digital resources for education. Only a small percentage of enrolled students have access to computers with internet connectivity, limiting their ability to leverage digital platforms for learning.
    • Financial Inclusion Disparities: The report highlights disparities in digital payment facility usage, indicating that the richest 60 percent of Indians are four times more likely to use digital payment services than the poorest 40 percent. Financial inclusion gaps exacerbate the digital divide, particularly among economically disadvantaged groups.
    • Household Disparities: The report highlights significant differences in computer and internet access between the poorest and richest households. The poorest 20 percent of households have limited access to computers and the internet, while the richest 20 percent enjoy higher rates of access.
    • Gender Divide: The gendered digital divide in India is prominent, with a wide gap of 40.4 percent between internet usage among men and women. This gender disparity limits digital access and opportunities for women, particularly in rural areas.

    internet

    How KFON project can contribute to address the digital divide in India?

    • Bridging the Connectivity Gap: The KFON project aims to provide affordable and reliable internet connectivity to every household, government institution, and business entity in Kerala. By ensuring widespread access to high-speed internet, KFON helps bridge the connectivity gap that exists between urban and rural areas, as well as economically disadvantaged communities.
    • Rural Outreach: The KFON project extends its network to even the most remote areas, including tribal hamlets in Kerala. By bringing internet connectivity to these underserved rural regions, KFON addresses the urban-rural digital divide and ensures that residents in these areas can access the same digital opportunities as their urban counterparts.
    • Affordability and Inclusion: KFON’s approach includes providing free internet connections to economically disadvantaged households and offering affordable data packages to others. This helps address the affordability barrier that often limits digital access for marginalized communities. By making internet services accessible and affordable, KFON ensures that more people can participate in the digital ecosystem.
    • Digital Literacy Initiatives: KFON complements its infrastructure development with digital literacy campaigns at the grassroots level. By addressing digital literacy gaps, KFON enables users to make the most of the connectivity provided and enhances their overall digital inclusion.
    • Multi-sector Impact: The KFON project’s extensive infrastructure and connectivity have a multiplier effect on various sectors, including education, healthcare, skill development, and business opportunities. By promoting digital inclusion in these sectors, KFON contributes to reducing the disparities caused by the digital divide. It helps ensure that individuals and communities have equal access to educational resources, healthcare services, employment opportunities, and digital tools for economic growth.
    • Role Model for Replication: The KFON project’s success and approach can serve as a role model for addressing the digital divide in other parts of India. By showcasing the benefits of bridging the digital divide, KFON encourages other entities to prioritize digital inclusion and work towards reducing disparities in digital access and opportunities.

    Conclusion

    • Digital poverty and exclusion persist worldwide, hindering access to crucial resources and opportunities. As discussions on digital public infrastructure gain momentum, Kerala’s achievements demonstrate the power of political will and innovative thinking in bridging the digital divide and fostering equitable development.

    Also read:

    Digital Public Infrastructure (DPI): New Backbone of India’s Economy

     

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  • Women empowerment issues – Jobs,Reservation and education

    Meira Paibis: Manipur’s ‘torch-bearing’ Women Activists

    Prelims Only | History | Mains Paper 1: Role Of Women & Women Organization

    meira paibis

    Central Idea

    • During Home Minister’s visit to Manipur amidst ongoing violence in the state, he met with various civil society groups, including the Meira Paibis.
    • This article explores the significance of the Meira Paibis in Manipur’s civil society, their social role, and major actions they have undertaken.

    Who are the Meira Paibis of Manipur?

    • The Meira Paibis, also known as Imas or Mothers of Manipur, are Meitei women who represent a powerful moral force in Manipur’s civil society.
    • They come from various sections of society in the Imphal valley and are widely respected for their activism.
    • They Paibis are loosely organized, led by groups of senior women, and lack rigid hierarchy or overt political leanings.

    Social Role of Meira Paibis

    • Originating in 1977, the Meira Paibis began as a grassroots movement primarily focused on combating alcoholism and drug abuse.
    • Over time, their scope expanded to address human rights violations and work towards the development of society at large.
    • They serve as the conscience keepers of Manipuri society and have a permanent and palpable presence in civil society.

    Major Actions Undertaken

    • Support for Irom Sharmila: The Meira Paibi women actively supported Irom Sharmila during her 16-year hunger strike against the Armed Forces Special Powers Act (AFSPA), which grants immunity to armed forces in “disturbed” areas.
    • Advocacy for Inner Line Permit (ILP) System: In 2015, the Meira Paibis played a significant role in demanding the introduction of the ILP system, aiming to protect local interests, culture, and commercial opportunities.
    • Bandh Protests: The Meira Paibis organized bandhs and shutdown calls in markets to protest against perceived injustices, such as the broken promise of a marriage by an elected representative.
    • Recent Actions: During the current crisis, the Meira Paibis reportedly influenced the release of 12 KYKL cadres (an extremist group) who were apprehended by the armed forces, highlighting the influence of women activists in confronting security personnel.

    Conclusion

    • The Meira Paibis of Manipur play a crucial role in the state’s civil society.
    • Their activism spans a range of social and political issues, and they have consistently fought for justice, human rights, and the betterment of society.
    • Despite the recent controversy surrounding their alleged interference in security operations, their contribution as a powerful force for social change should be acknowledged and appreciated.

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