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GS Paper: GS3

  • Market turbulence is here to stay, may deepen

    Why in the News

    Indian equity markets closed lower with the Sensex down 1.08 per cent, and the weakness ran across small and midcap indices as well. The fall follows a run of external shocks rather than a domestic slowdown, since the economy is growing at a fairly healthy rate. The Sensex has lost roughly 12 per cent since the beginning of this year. Brent crude has touched $100 a barrel as the conflict in West Asia expands, and the rupee has slipped past the 95 mark against the dollar. The tension is that the drivers of the sell off sit outside the reach of domestic policy. The instruments available to answer them act on demand at home.

    What has actually moved in Indian markets?

    1. Index and breadth both weakened: The Sensex closed down 1.08 per cent and the fall extended to small and midcap indices rather than staying confined to large caps.
    2. Volatility rose sharply: The India VIX (an index of the volatility the options market expects in the Nifty over the next 30 days) rose almost 7 per cent.
    3. The decline is not a single session event: The Sensex has fallen by roughly 12 per cent since the beginning of this year.
    4. Information technology led the weakness: Concerns have mounted over the sector’s long term growth prospects, given the rapid deployment of artificial intelligence.
    5. Asian peers did not move together: The Nikkei was down 0.2 per cent. The Kospi was up 1.4 per cent.

    Why has investor sentiment weakened despite a healthy growth rate?

    1. The West Asian conflict has widened: Attacks by the Iran backed Houthis on energy facilities and infrastructure in Saudi Arabia mark an escalation and raise concerns over energy supplies.
    2. Crude has returned to triple digits: Brent crude oil has touched $100 a barrel, levels last seen in July.
    3. India’s own import cost has risen faster: The Indian crude oil basket surged to $108.91 per barrel as on 8 September, according to the Petroleum Planning and Analysis Cell.
    4. The currency has broken a psychological level: The Indian rupee has slipped past the 95 mark against the dollar.
    5. Foreign investors have turned sellers: Foreign investors have taken out $1.3 billion from the stock markets in September so far.
    6. The transmission runs through three channels: Higher prices act on the external balance, on the currency and on inflation together rather than one at a time.

    What does the global rate environment do to India’s policy room?

    1. The US central bank has signalled a harder stance: Remarks by the US Federal Reserve chairman at the recent Jackson Hole meeting were read as hawkish, raising expectations of an aggressive policy stance.
    2. A rate increase is now priced for the coming week: The odds of an interest rate hike at next week’s meeting have risen on those remarks.
    3. Sovereign yields elsewhere have repriced: The US 10 year bond yield is around 4.8 per cent and Japanese yields are hovering near 2.9 per cent, which narrows the return advantage of holding Indian assets.
    4. The domestic decision arrives into a softening economy: The Reserve Bank of India’s Monetary Policy Committee meets early next month with expectations of a move towards tightening. Growth momentum that surpassed expectations in the first quarter is expected to moderate in the second half of the year.

    Challenges to macroeconomic stability from sustained market turbulence

    1. Imported energy costs pass through to domestic prices: An expensive crude basket raises the import bill and feeds into freight and manufacturing costs within a quarter. Eg. India meets over 85 per cent of its crude oil requirement through imports.
      The Fix: Expand strategic petroleum reserve capacity and widen term supply contracts beyond West Asian sellers, so a regional escalation does not move the whole basket at once.
    2. A weaker currency raises the cost of external borrowing: Depreciation increases the rupee cost of servicing dollar denominated debt taken on by Indian firms. Eg. External commercial borrowings are raised largely in dollars and repaid out of rupee earnings.
      The Fix: Tighten hedging requirements on unhedged foreign currency exposure of corporate borrowers, so depreciation does not convert into balance sheet stress.
    3. Portfolio flows reverse faster than they arrive: Foreign portfolio investment tracks interest rate differentials rather than domestic earnings, so an outflow can begin before any local data changes. Eg. The taper tantrum of 2013 produced heavy outflows and a sharp rupee fall within weeks of a single central bank statement.
      The Fix: Deepen domestic institutional demand through retirement and insurance flows, so a foreign exit is absorbed rather than amplified.
    4. Defending the currency raises the cost of credit at home: A policy rate increase aimed at the exchange rate also raises borrowing costs for firms already facing weak demand. Eg. Micro, small and medium enterprises borrow largely at floating rates, so pass through reaches them first.
      The Fix: Pair any tightening with a targeted refinance line for small borrowers, so the rate defence does not fall hardest on the segment least able to absorb it.

    Conclusion

    Market weakness is no longer traceable to domestic growth. Its drivers are a war premium on oil, a harder rate path abroad and portfolio flows that respond to both. Domestic instruments act on demand at home and cannot offset an imported price shock. What remains unresolved is whether policy defends the currency or supports output, since a single rate decision cannot do both.

    Back2Basics

    1. What it is: The Indian basket of crude oil is a weighted average of the prices of the grades India actually imports, not a traded contract in its own right.
    2. What it averages: It combines sour grades of the Oman and Dubai type with the sweet Brent dated grade, weighted by the share of each in India’s import mix.
    3. Who compiles it: The Petroleum Planning and Analysis Cell, an attached office of the Ministry of Petroleum and Natural Gas, publishes it.
    4. Why it is used: It is the reference price for estimating the oil import bill and for tracking the cost of the crude that Indian refiners actually buy.

    Matching Previous Year Question

    “[2018, GS3, 15.0 marks] How would the recent phenomena of protectionism and currency manipulations in world trade affect macroeconomic stability of India?”

  • DoT panel approves TRAI suggestions on satcom spectrum

    DoT panel approves TRAI suggestions on satcom spectrum

    Why in the News

    • The Digital Communications Commission (DCC) has approved most of TRAI’s recommendations on spectrum allocation for satellite communication.
    • Starlink, Eutelsat OneWeb and Jio Satellite Communications have received permission to provide satellite communication services in India.

    DoT = Department of Telecommunications.

    • It is a department under the Ministry of Communications, Government of India.
    • It is responsible for telecom policy, licensing, spectrum management and regulation-related functions.
    • The Digital Communications Commission (DCC) is the highest decision-making body within DoT.
    • TRAI is the independent statutory regulator that makes recommendations, while DoT/Government takes the final decision on matters such as licensing and spectrum assignment.

    Why Satellite Spectrum is Administratively Assigned

    • The Telecommunications Act, 2023 provides for administrative assignment of spectrum for specified satellite-based services.
    • Satellite spectrum is a shared resource, unlike spectrum used for exclusive terrestrial networks.
    • Frequencies and orbital resources require international coordination through the International Telecommunication Union (ITU).
    • Terrestrial telecom operators have raised concerns about competitive parity, since they acquire spectrum through auctions.

    Importance of Satellite Broadband

    • Provides connectivity in remote and difficult terrain where fibre and terrestrial backhaul are not viable.
    • LEO satellites offer lower latency than geostationary satellites.
    • Useful for:
      • Rural and remote connectivity
      • Maritime and aviation communication
      • Disaster-resilient communications
      • Areas where terrestrial networks are damaged or unavailable
    • Satellite networks are expected to complement rather than replace terrestrial networks.

    Key Challenges

    • High cost: Satellite terminals and services can be expensive compared with India’s low-cost terrestrial broadband.
    • Limited capacity: Satellite capacity is shared among users within a footprint.
    • Security requirements: Lawful interception, domestic gateways and data-routing requirements increase compliance complexity.
    • Orbital congestion: Growing satellite constellations increase collision and space-debris risks.
    • Competition concerns: Differences in spectrum assignment methods may create concerns regarding a level playing field between satellite and terrestrial operators.

    Way Forward

    • Target satellite broadband initially towards remote institutions, schools, health centres and government facilities.
    • Link authorisation with coverage obligations for underserved areas.
    • Strengthen space debris mitigation and deorbiting requirements.
    • Maintain a transparent framework for spectrum pricing, assignment and security compliance.
    • Develop a complementary model integrating satellite and terrestrial networks.

    Back to Basics: TRAI

    • TRAI: Telecom Regulatory Authority of India.
    • Established in 1997 under the TRAI Act, 1997.
    • Regulates the telecommunications sector.
    • Functions include:
      • Tariff regulation
      • Quality of service standards
      • Telecom regulations
    • Its recommendations on licensing and spectrum assignment are advisory, with the final decision resting with the government.
    • TDSAT handles telecom disputes and appeals against specified regulatory decisions.

    Prelims Pointers

    • DCC → Highest decision-making body within DoT.
    • DCC Chairperson → Telecom Secretary.
    • TRAI → Statutory telecom regulator.
    • Telecommunications Act, 2023 → Provides framework for spectrum assignment.
    • Satellite spectrum → Generally administratively assigned for specified services.
    • ITU → International coordination of radio frequencies and orbital resources.
    • LEO satellites → Lower latency than GEO satellites.
    • IS4OM → Space situational awareness and safe space operations.

    [2011] Satellites used for telecommunication relay are kept in a geostationary orbit. A satellite is said to be in such an orbit when:

    1. The orbit is geosynchronous.
    2. The orbit is circular.
    3. The orbit lies in the plane of the Earth’s equator.
    4. The orbit is at an altitude of 22,236 km.

    Select the correct answer using the codes given below:A

    [a] 1, 2 and 3 only

    [b] 1, 3 and 4 only

    [c] 2 and 4 only

    [d] 1, 2,3 and 4

  • For ISRO, expanding ecosystem is way forward

    For ISRO, expanding ecosystem is way forward

    Why in the News

    The chairman of the Indian National Space Promotion and Authorisation Centre (IN-SPACe), the nodal agency that promotes and guides private participation in space, has said that the Indian Space Research Organisation (ISRO) would eventually not manufacture any launch vehicles, and that the work would be done by private companies. The remark widened a dispute that had begun when ISRO tightened its norms for resignation and voluntary retirement of senior scientific personnel. Employee associations wrote to the ISRO leadership asking whether the remark represented official policy. The ISRO chairman then stated categorically that there was no move to privatise the agency. The same statement welcomed an increasing role for private companies. The contest is between an agency being restructured towards exploration and science, and the commercial launch revenue it would give up to get there.

    What triggered the dispute inside ISRO?

    1. The starting point was a personnel rule: ISRO tightened its norms for resignation and voluntary retirement of senior scientific personnel, which is what opened the wider debate.
    2. The dispute then changed subject: It expanded into questions about the role of the private sector in space and about the future of the space agency itself.
    3. The staff sought a policy ruling: Employee associations asked the leadership whether a public remark by the head of the promotion agency represented official policy, which the ISRO chairman answered by ruling out privatisation.

    What model is the government moving towards?

    1. The reference model is NASA: ISRO is being prepared to focus primarily on big-ticket space projects, scientific missions and exploration missions, with routine launches passing to private industry.
    2. The agency is also the mentor: ISRO is being asked to handhold private industry and help it reach a level of maturity.
    3. Personnel already move that way: Most private space companies carry retired ISRO scientists as advisors or mentors.
    4. Infrastructure is already shared: ISRO offers its launch pads and related services to these companies.
    5. A launch vehicle has already left the agency: ISRO developed the Small Satellite Launch Vehicle (SSLV) over the years and has transferred the technology to Hindustan Aeronautics Limited, a public-sector undertaking.

    What does an expanded ecosystem deliver?

    1. Launch volume and revenue: A private space ecosystem can carry a large number of commercial launches and bring in much-needed revenue.
    2. People and jobs: It can develop a large talent pool and generate fresh employment opportunities.
    3. Diplomatic weight: Capabilities in space products and services are becoming a powerful diplomatic good.

    Where does the model cut against ISRO?

    1. Provider or beneficiary: The concern within sections of the ISRO staff is that the agency should not merely be a provider to the ecosystem but also a beneficiary of it.
    2. The revenue it steps away from: By moving out of commercial launches, ISRO forgoes an important source of income it currently earns.
    3. Budget dependence constrains ambition: Becoming entirely dependent on government budgets limits capability, since neither research and development nor ambitious exploration projects are cheap.
    4. Talent has a price: An agency doing frontier work has to attract and retain top-tier talent, which is also what the tightened exit norms were reaching for.

    Why is institutional independence part of the argument?

    1. Political attention has helped: Sustained interest at the highest political level in the space sector has brought ISRO steady government support for its plans and projects.
    2. The success has a stated cause: ISRO’s record is often attributed to its relative immunity from government interference.
    3. The staff concern is about that autonomy: The apprehension within the agency is that a restructuring driven from outside erodes the independence the agency has enjoyed so far, at the point when its missions become more ambitious.

    Challenges to India’s expanding space ecosystem

    1. Demand does not yet match the launch capacity being built: A commercial launch business depends on a payload pipeline that Indian startups do not control, and the global small satellite launch market is already crowded with subsidised incumbents. Eg. Skyroot Aerospace flew the Vikram-S suborbital demonstration in November 2022 and Agnikul Cosmos flew a single-stage vehicle with a 3D-printed engine in May 2024, and neither has since established a regular commercial orbital cadence.
      The Fix: Anchor private launch demand with a committed government payload order book, on the model of NASA’s block procurement of commercial launches.
    2. Deep-technology capital is scarce and short in tenure: Space hardware takes years to reach revenue, which sits badly with venture funds that need an exit inside a fund life. Eg. The Rs 1,000 crore venture capital fund for the space sector announced in 2024 is small against the capital a single launch vehicle programme absorbs.
      The Fix: Convert a share of that fund into milestone-linked, non-dilutive grants for qualification testing, which is the stage where hardware companies stall.
    3. The regulator promotes and authorises the same firms it helps: IN-SPACe both promotes private participation and authorises the activity, so the body encouraging an entrant also clears its safety and liability case. Eg. The Indian Space Policy, 2023 assigned both functions to the same agency.
      The Fix: Separate the authorisation function into a distinct decision-making arm with its own record of reasons, keeping promotion and clearance in different hands.
    4. Liability for damage rests with the government whoever launches: Under the Outer Space Treaty, 1967 and the Liability Convention, 1972, the launching State is internationally liable for damage caused by an object launched from its territory. Eg. A private Indian operator’s failure abroad becomes a claim against the Union of India, not against the company.
      The Fix: Enact a domestic space activities law fixing indemnity ceilings and compulsory third-party insurance for authorised private operators.

    Conclusion

    The two halves of the plan pull in opposite directions. An agency told to concentrate on science and exploration is also being told to release the commercial work that would part-fund it, which leaves the exploration mandate resting entirely on an annual budget line. The unresolved question is whether the government intends to replace the forgone earnings with an assured allocation, or whether the restructuring is a transfer of revenue without a transfer of cost. The marker over the next Budget cycle is the direction of the Department of Space’s allocation once commercial launch work has moved out, since a flat allocation would settle the question the agency’s staff are actually asking.

    Back2Basics: IN-SPACe

    1. What it is: The Indian National Space Promotion and Authorisation Centre is an autonomous body under the Department of Space, created in 2020 as the single-window agency for private participation in space activities.
    2. What it authorises: It grants authorisation to non-government entities for launches, satellite operations, ground stations and space-based services.
    3. What it enables: It permits private entities to use ISRO’s facilities and to obtain transfer of ISRO-developed technology.
    4. Where it sits in policy: The Indian Space Policy, 2023 assigns it the promotion and authorisation functions, keeps ISRO on research, development and exploration, and leaves NewSpace India Limited to commercialise ISRO’s technologies.

    [2026] Consider the following statements about involvement of private entities in India’s space programme:

    1. IN-SPACe is an autonomous agency formed to facilitate participation of private entities.

    2. Agnikul Cosmos launched the world’s first flight using 3D-printed rocket engine.

    3. Skyroot Aerospace has developed liquid fuel for GSLV.

    (a) 1 only

    (b) 2 and 3 only

    (c) 1 and 2 only

    (d) 1, 2 and 3

  • Disaster preparedness must put communities at centre

    Why in the News

    The catastrophe unfolding across Nepal is being read as a warning for the Himalaya and for mountain regions worldwide rather than as one country’s disaster. The reading rests on field research with disaster-affected communities in Nepal, including flood-affected elders, women, men and local leaders in Kharapani in the Pokhara Valley after the Seti River flood, and on separate field research on earthquake recovery in Kathmandu. Those communities reported inadequate warning, limited preparedness and delayed recovery support. They did not reject science or technology, and asked instead for warnings that function and for the equipment and training to act on them. The contest is between a preparedness system measured by its ability to detect the next hazard and one measured by whether the detection reaches a household with the authority and the means to move.

    Why does a mountain disaster become a regional problem?

    1. Mountains hold the water other regions live on: They store snow and ice, feed major rivers and sustain societies far beyond their own slopes.
    2. The physical base is changing across all mountain systems: From the Hindu Kush Himalaya to the Andes, the Alps and the Rocky Mountains, warming is altering glaciers, snowpack, permafrost and water flows.
    3. The consequences land downstream: Environmental change in the highlands cascades into social, economic and health crises in the plains that depend on those flows.

    What did flood-affected communities report?

    1. The loss was continuing rather than momentary: Residents described a long relational disaster covering the loss of relatives, homes, livestock and businesses.
    2. The damage extended past property: They described grief, disrupted livelihoods and frustration with the institutions meant to respond.
    3. Three failures were named: They reported inadequate warning, limited preparedness and delayed recovery support.

    What do affected communities ask for?

    1. Working warnings, not more instruments: Communities asked for functioning warnings, local flood-information centres, communication technologies, rescue equipment and preparedness training.
    2. An unread warning protects nobody: A warning that does not reach people, is not trusted, or is disconnected from evacuation and response plans provides no protection.
    3. The people at risk hold usable knowledge: Affected populations are knowledge holders and leaders in their own right, not recipients waiting for expert instruction.

    What five responsibilities does mountain preparedness now carry?

    1. Transboundary monitoring and data sharing: Glaciers, rivers, landslides and flood pathways cross political borders, so Nepal, India, China, Bhutan and other Himalayan countries need faster exchange of upstream observations, satellite information, river conditions and warnings. Scientific cooperation of this kind is life-saving regional infrastructure.
    2. Community-centred warnings: Information must reach people in trusted languages and forms, warnings must be tested, communities must know where to go, and women, elders, youth and marginalised groups must hold meaningful authority in preparedness decisions.
    3. Preparedness as a permanent public responsibility: Local information centres, evacuation plans, shelters, community response teams, health-system continuity and rescue equipment all require sustained investment rather than post-disaster allocation.
    4. Ecosystem-sensitive mountain development: Roads, tourism, hydropower and mining bring benefits, and poorly planned versions of each amplify exposure to the hazard.
    5. International climate responsibility: Nepal has contributed a tiny share of historical emissions and faces profound risk from a changing cryosphere, so climate finance, loss and damage support, scientific capacity and locally controlled adaptation are questions of justice rather than charity.

    Challenges to community-centred disaster preparedness

    1. The first responder tier is the least resourced: Panchayati Raj Institutions and urban local bodies carry the immediate response duty without matching funds, trained staff or defined roles. Eg. Relief work and maintenance of community assets sit with panchayats under the Eleventh Schedule, and States have devolved neither dedicated disaster staff nor untied funds against that entry.
      The Fix: Earmark a fixed share of the State Disaster Response Fund for village-level preparedness and train elected representatives through the National Disaster Management Authority and National Institute of Rural Development and Panchayati Raj modules.
    2. Spending is tilted towards relief rather than prevention: The disaster fund architecture keeps response funds far larger than mitigation funds, so preparedness competes for the smaller pool every year. Eg. India’s mitigation funds were created only after the response funds had been operating for years, and the tilt towards relief persists.
      The Fix: Move early warning systems, retrofitting and nature-based works into the National and State Disaster Mitigation Funds with a published annual drawdown target.
    3. Warnings fail at the last mile: Alerts are generated centrally and lose their audience before reaching the household, which is where the decision to move is actually taken. Eg. Real-time disaster information systems and last-mile dissemination remain uneven between States.
      The Fix: Test each warning chain through a drill that measures how many households received and acted on an alert, rather than how many messages were dispatched.
    4. Himalayan hazard data stops at the border: Glacial lakes, landslide dams and river surges form upstream of national boundaries, where the agencies that will face the flood have no observation rights. Eg. The South Lhonak lake outburst flood in Sikkim in October 2023 destroyed the Teesta III dam downstream and killed dozens of people.
      The Fix: Convert existing bilateral hydrological exchanges into a standing Himalayan hazard data protocol with fixed transmission times and a named receiving authority in each country.

    Conclusion

    Preparedness is being judged by the wrong instrument. Detection capacity has improved across the Himalaya; the authority to act on a detection still sits several administrative tiers above the people who must move. The unresolved tension is that the tier holding the legal duty to respond holds neither the money nor the staff to prepare, and the tier holding both is too distant to run an evacuation. Whether that changes is visible in one measurable thing over the next monsoon: whether any Himalayan State publishes household-level reach data for its warning system, instead of counting alerts issued.

    Disaster Management in India

    1. Where the mandate sits: The Ministry of Home Affairs oversees disaster management through its Disaster Management Division, which coordinates response, relief and preparedness for natural and human-made disasters, excluding drought and epidemics.
    2. A four-tier institutional structure: The National Disaster Management Authority is chaired by the Prime Minister, State Disaster Management Authorities by Chief Ministers and District Disaster Management Authorities by District Collectors, with primary responsibility resting on State governments.
    3. A fund architecture with four pillars: The National and State Disaster Response Funds finance relief, and the National and State Disaster Mitigation Funds finance risk-reduction projects.
    4. How resilience is defined: The Hyogo Framework for Action, 2005, defines disaster resilience as the capacity of a system or community exposed to hazards to adapt, by resisting or changing, so as to maintain an acceptable level of functioning.

    Laws and Rules Governing Disaster Management

    1. Disaster Management Act, 2005: It establishes structures and processes for disaster management at national, State, district and local levels, and mandates the creation of the National, State and District Disaster Management Authorities.
    2. Disaster Management (Amendment) Act, 2025: It modernises the 2005 framework for urban risk, climate extremes and data-driven response.
    3. It allows States to set up Urban Disaster Management Authorities in State capitals and Municipal Corporation cities. Eg. Karnataka’s authority for the Bruhat Bengaluru Mahanagara Palike.
    4. It mandates national and State disaster databases covering risk assessments and real-time disaster data.
    5. It gives statutory status to the National Crisis Management Committee and the High-Level Committee.
    6. Constitution (Seventy-third Amendment) Act, 1992: Article 243G empowers Panchayati Raj Institutions to prepare plans and implement schemes, and the Eleventh Schedule places relief work and maintenance of community assets among their functions.

    Government Initiatives for Disaster Preparedness

    1. National Disaster Management Plan: Issued in 2016 and revised in 2019, it is India’s first all-hazard plan aligned to the Sendai Framework.
    2. Disaster Management Plan of the Ministry of Panchayati Raj: Framed under Section 37 of the Disaster Management Act, 2005, it builds community-based planning from the village to the district panchayat.
    3. Aapda Mitra: It trains community volunteers in first response, search and rescue in disaster-prone districts.
    4. SACHET and the Common Alerting Protocol: They push multi-hazard alerts to every phone in an affected geography from one standardised feed.
    5. Coalition for Disaster Resilient Infrastructure: Launched by India in 2019, it is an international organisation of over 50 countries working on disaster-proofing critical infrastructure.

    Key Facts about Disaster Risk Reduction

    1. Sendai Framework for Disaster Risk Reduction, 2015-2030: Adopted at Sendai in Japan, it carries four priorities for action and seven global targets.
    2. The United Nations custodian: The UN Office for Disaster Risk Reduction anchors global disaster risk reduction and runs the Sendai Framework Monitor for reporting against the seven targets.
    3. India’s stated vision: The Prime Minister’s Ten-Point Agenda on Disaster Risk Reduction was announced in 2016 at the Asian Ministerial Conference.

    Matching Previous Year Question

    “[2024, GS3, 15.0 marks] What is disaster resilience? How is it determined? Describe various elements of a resilience framework. Also mention the global targets of the Sendai Framework for Disaster Risk Reduction (2015-2030).”

  • Minister subsidy row: Horticulture board pauses fresh scheme applications

    Why in the News

    The National Horticulture Board has suspended acceptance of fresh applications for grant of clearance under two of its subsidy schemes for one month, with effect from 4 September 2026. The suspension follows an investigation reporting that a Minister of State in the Union Ministry of Agriculture and Farmers’ Welfare, and the wife, mother and son of a serving Secretary in the Department of Animal Husbandry and Dairying, had availed subsidy for cucumber farms under one of those schemes. The minister returned Rs 99 lakh of subsidy to the board. The government then revised the scheme guidelines, barring holders of public office from assistance and widening the definition of a family. The contest is between a subsidy designed for open, credit-linked access and an eligibility filter that was written only after the beneficiaries became public.

    What is the Scheme for Development of Commercial Horticulture through Production and Post-Harvest Management of Horticulture Produce?

    1. Purpose: The scheme promotes commercial farming of horticultural crops on a large scale, run for profit rather than for subsistence.
    2. Crops covered: It covers capsicum, cucumber and tomato, along with eight varieties of flowers including rose, lilium and chrysanthemum.
    3. Subsidy design: It offers a maximum subsidy of 50 per cent of the project cost, capped at Rs 1 crore per family.
    4. The clearance gate: A grant of clearance (GoC) from the board is mandatory before an applicant can draw the credit-linked back-ended subsidy for a project, meaning the money is released against a bank-financed project after it is completed.

    What did the investigation find?

    1. A serving minister drew the subsidy: A Minister of State in the Union Ministry of Agriculture and Farmers’ Welfare availed subsidy under the scheme for cucumber farms.
    2. A serving secretary’s relatives drew it too: The wife, mother and son of the officer currently serving as Secretary, Department of Animal Husbandry and Dairying, availed subsidy under the same scheme.
    3. The money went back: The minister returned Rs 99 lakh of subsidy to the National Horticulture Board after the report was published.

    What did the revised guidelines change?

    1. A bar on public office holders: With effect from 21 August 2026, holders of constitutional posts, serving ministers, MPs, MLAs, mayors, district panchayat chiefs and government employees cannot avail financial assistance under National Horticulture Board schemes.
    2. A wider definition of family: The term now covers the applicant’s spouse, father, mother, sons and daughters.
    3. What the old definition left open: The earlier definition covered the husband, wife and dependent minor children, so adult children and parents of the same applicant fell outside the family cap and could apply separately.

    Why has the board stopped taking fresh applications?

    1. Two schemes are covered: The suspension applies to the Scheme for Development of Commercial Horticulture through Production and Post-Harvest Management of Horticulture Produce, and to the Capital Investment Subsidy Scheme for Construction, Expansion and Modernization of Cold Storages.
    2. The stated ground is verification and system repair: The circular records that the pause is meant to allow orderly implementation of the revised guidelines, verification of pending cases and updating of the online application system.
    3. The online window is shut: The facility for submitting fresh grant of clearance applications under both schemes remains unavailable for the period of suspension.
    4. Pending cases continue: Applications submitted before the suspension began are dealt with under the revised guidelines and the board’s standing instructions.
    5. No resumption date is fixed: The board will notify the date on which receipt of fresh applications resumes.

    Challenges to the National Horticulture Board’s subsidy schemes

    1. A credit-linked back-ended subsidy favours the bankable applicant: Assistance is released only after a bank finances the project and the project is completed, which excludes an applicant with no collateral and no lending relationship. Eg. Small and marginal farmers operate more than 86 per cent of India’s holdings and receive a far smaller share of institutional agricultural credit.
      The Fix: Route a defined share of the scheme’s outlay through Farmer Producer Organisations, so smallholders reach the credit-linked component collectively.
    2. Cold storage capacity built under capital subsidy is concentrated: Capital assistance has produced capacity skewed towards a few States and towards a single commodity, leaving fruit and vegetable growers elsewhere without storage. Eg. Uttar Pradesh and West Bengal hold a large share of India’s cold storage capacity, and most of it serves potato.
      The Fix: Weight the capital subsidy towards multi-commodity chambers and ripening units in districts with an identified storage deficit.
    3. Production assistance runs ahead of post-harvest capacity: Subsidy that funds cultivation without a linked pack house, grading line or refrigerated transport leaves the added output exposed to the same losses. Eg. Fruits and vegetables record the highest post-harvest losses among agricultural commodities in the loss assessment studies commissioned for the Ministry of Food Processing Industries.
      The Fix: Make clearance for a production project conditional on a linked post-harvest component within the same sanction.

    Conclusion

    The status is a subsidy window closed by its own administrator as the eligibility test behind it is rewritten. The board has bought a month to align its online system with a definition of family and a bar on office holders that did not exist when the disputed sanctions were made. What decides whether the episode produced a repair or only a pause is the resumption notification. The test is whether the reopened application form carries an automated eligibility check against the new definition, or whether it returns to accepting a declaration and verifying it afterwards.

    Matching Previous Year Question

    “[2018, GS3, 15.0 marks] Assess the role of National Horticulture Mission (NHM) in boosting the production, productivity and income of horticulture farms. How far has it succeeded in increasing the income of farmers?”

  • Government could have foreseen the spike in sugar prices

    Why in the News

    Retail sugar prices surged to unprecedented levels in August, and the Union government has responded by allowing duty-free imports of 10 lakh metric tonnes of raw sugar until 31 October 2026, the first such window in a decade. The retail price rose 41 per cent, from Rs 46.27 per kilogram on 26 August 2025 to a high of Rs 65.05 on the same date this year. The government attributed the rise to festive season demand, hoarding, lower than expected production, tightening global supplies and weather related crop damage. An examination of the monthly price series and of the season’s production estimates shows that the tightening was signalled well in advance, which moves the question from what caused the spike to why it was not anticipated.

    Why does the government’s own explanation not hold?

    1. Five factors were cited: The rise was attributed to increased demand ahead of the festive season, hoarding, lower than expected production, tightening global supplies and weather related crop damage.
    2. The festive season argument fails on the data: Monthly all-India average retail prices since January 2016 show this year’s increase as an outlier, unseen ahead of or during any earlier festive season.
    3. The remaining factors were monitorable: Global supply pressure and the gap between estimated and actual production are variables the government tracks continuously.

    What warnings were available before August?

    1. A global price signal: In the first week of August, the Food and Agriculture Organization (FAO) of the United Nations reported that its Sugar Price Index, which tracks international export prices for sugar, had increased by 5.6 per cent in July, indicating the possibility of a further rise.
    2. The FAO named the causes: It attributed the increase to concerns over crop yields in the European Union from hot weather, and to El Nino related weather conditions affecting production in key Asian countries.
    3. Brazil was the larger signal: Expectations of lower sugar production in Brazil, the world’s largest sugar producer, pointed to pressure on global supplies.
    4. The assessment: On these indications, the tightening of domestic sugar availability was not entirely unforeseeable.

    Where did the production estimates go wrong?

    1. A large estimation gap: Initial estimates for 2025-26 sugar production were around 343 lakh tonnes, against a current estimate of around 306 lakh tonnes.
    2. Policy was set on the higher number: Exports were allowed and ethanol diversion targets were fixed on the basis of those initial estimates.
    3. The consequence: When actual production turned out lower, domestic availability became tighter than anticipated.
    4. The estimates ignored the State level trend: They were set high against a production trend that was declining or fluctuating in Uttar Pradesh and Maharashtra, which together account for 71 per cent of cane and 65 per cent of sugar production.

    What does the longer production trend show?

    1. The peak is four years old: All-India sugarcane production has declined since 2022-23, when it reached its highest level of 490.5 million metric tonnes.
    2. The decline was acknowledged: A reply to the Rajya Sabha in March 2025 recorded the fall, and held that production was still sufficient to cater to domestic needs.
    3. There is little export cushion: Of all sugar produced, 83 per cent is used for domestic consumption.
    4. Import dependence has one address: India’s sugar imports have predominantly come from Brazil.

    Is ethanol diversion the cause?

    1. The allegation: The Opposition attributed the price rise to the diversion of cane for ethanol production.
    2. The short term assessment: Ethanol diversion is not identified as a key reason for the current spike, and its weight over the longer term is a separate question.
    3. The feedstock has shifted: In recent years maize has occupied a major share of the feedstock for India’s ethanol blending, a change from the earlier heavy dependence on sugarcane.
    4. The historical test: No comparable price surge occurred in the years when ethanol production relied heavily on sugarcane.

    Challenges to sugar price management

    1. Cane pricing is administered and delinked from sugar realisation: The Centre fixes a Fair and Remunerative Price (FRP) for cane and several States announce a higher State Advised Price, so mills accumulate cane arrears whenever sugar prices fall. Eg. Uttar Pradesh has for years announced a State Advised Price above the central FRP.
      The Fix: Move to a revenue sharing formula that links the cane price to realisation from sugar and its by-products, as the Rangarajan Committee recommended in 2012.
    2. Trade controls swing between extremes: Export permissions and stock limits are switched on and off in reaction to price, which destroys planning certainty for mills and for farmers. Eg. India restricted sugar exports from the 2023-24 season after two seasons of large shipments.
      The Fix: Publish a rule based trigger that ties export and import decisions to a stated closing stock norm rather than to the price of the month.
    3. The crop concentrates water use in stressed basins: Sugarcane is among the most water intensive crops grown in India and takes a disproportionate share of irrigation where it is dominant. Eg. Cane cultivation in Maharashtra’s Marathwada region draws heavily on irrigation in years of deficient rainfall.
      The Fix: Make drip irrigation a condition for new mill licences and for cane area expansion in water deficit districts.

    Conclusion

    Prices have eased from the August peak and the import window is still open. The unresolved problem is not the import decision but the estimate that preceded it. What would change the outcome is a mid-season revision point at which export and diversion permissions are re-set against actual crushing data rather than pre-season projections. Without it, the next surprise in the cane crop will again be discovered at the retail counter.

    Back2Basics: Ethanol Blended Petrol Programme

    1. What it is: A programme of the Ministry of Petroleum and Natural Gas under which oil marketing companies blend ethanol into petrol before sale.
    2. Launch and target: It was launched in 2003 and was later given a target of 20 per cent blending, which the government advanced from 2030 to the 2025-26 ethanol supply year.
    3. Permitted feedstocks: Ethanol is procured from sugarcane juice and syrup, B-heavy and C-heavy molasses, damaged food grains, surplus rice and maize.
    4. Why it interacts with sugar: Procurement prices are fixed administratively for each feedstock, and the quantity of cane and molasses that may be diverted to ethanol in a season is regulated by the Department of Food and Public Distribution.

    Matching Previous Year Question

    “[2025] Consider the following statements: Statement I: Of the two major ethanol producers in the world, i.e., Brazil and the United States of America, the former produces more ethanol than the latter. Statement II: Unlike in the United States of America, where corn is the principal feedstock for ethanol production, sugarcane is the principal feedstock for ethanol production in Brazil. Which one of the following is correct in respect of the above statements? (a) Both Statement I and Statement II are correct and Statement II explains Statement I (b) Both Statement I and Statement II are correct but Statement II does not explain Statement I (c) Statement I is correct but Statement II is not correct (d) Statement I is not correct but Statement II is correct ANSWER: (d)”

  • Behind Nepal’s compensation demand for devastating flood

    Why in the News

    Nepal has written to the United Nations fund for responding to loss and damage after a catastrophic flash flood killed more than 1,000 people. The country had already decided to shift its diplomatic position, seeking ‘compensation’ for natural disasters in place of aid. Its Foreign Minister framed the claim as a matter of legal and moral liability rather than charity, and named China, the United States and India as major industrial emitters carrying a historical responsibility to compensate vulnerable nations. The contest is over what a country with negligible emissions is owed and by whom. Aid is discretionary and can be refused; compensation asserts a liability that the international climate regime has never accepted.

    What is the loss and damage fund?

    1. What it does: The fund was set up in 2022 to help countries respond to the economic hits from extreme events, in addition to financing mitigation and adaptation.
    2. What has been promised: Around USD 822 million has been pledged to it.
    3. What is actually available: Around USD 350 million is allotted for disbursement.
    4. How it is financed: Contributions are voluntary. The United Arab Emirates has provided USD 100 million, and much of the remaining contribution has come from Europe.

    What happened in Nepal?

    1. The scale: More than 1,000 people are dead and thousands remain missing nearly ten days later, with whole villages, bridges and roads swept away.
    2. Two amplifiers: The impact was heightened by heavy infrastructure development by China in Tibet, which has affected the Himalayas, and by climate change.
    3. The range as a water store: The Himalayas are referred to as the third pole, given their huge reservoirs of ice and water.
    4. A long flagged risk: Melting of Himalayan glaciers has been observed for years, with climatologists warning of severe consequences.

    Who has actually caused the accumulated emissions?

    1. The United States leads: It is the leading contributor at 25 per cent of the CO2 accumulated in the atmosphere, which is the key cause of climate change.
    2. Europe and China follow: Europe is next at around 20 per cent, with China now fast catching up at 15 per cent of the global stock.
    3. India’s share of the stock is small: India’s contribution is under 4 per cent.
    4. India’s per capita emissions are half the average: India emits around 2 tonnes of CO2 per person a year, against a global average of 4.5 tonnes.

    Why has Nepal replaced aid with compensation?

    1. The stated ground: Nepal’s greenhouse gas emissions are negligible, and its position is that it is bearing the consequences of a problem it did not create.
    2. The causal claim: The rapid melting of glaciers and the resulting mountain floods are presented as direct consequences of global climate change.
    3. The legal framing: The Foreign Minister described the claim as a matter of legal and moral liability rather than charity.
    4. The practical driver: The size of the rehabilitation requirement makes access to international funding necessary, and seeking solidarity in place of aid suits a young and globally aware government.

    Why did the demand name India?

    1. The three named emitters: The Foreign Minister named China as the world’s top emitter, the United States as second and India as third.
    2. Current output, not accumulated stock: That ranking rests on current annual emissions, which places India very differently from where its share of the accumulated stock places it.
    3. A balancing act: The inclusion of India alongside the two largest emitters is read as Nepal’s practice of balancing its two neighbours.
    4. The walk back: Nepal’s Prime Minister thanked India and China for their assistance after the floods. The Foreign Minister later said the issue was not about shifting blame to one country or another but about working together.

    Does the shift from aid to compensation gain anything?

    1. The two words carry different obligations: Aid is offered at the giver’s discretion. Compensation asserts a claim the payer is obliged to meet.
    2. The fund is built on the first: Contributions to the loss and damage fund are voluntary, so a liability framing has no forum inside the fund that could compel a payment.
    3. The diplomatic cost is immediate: The claim was softened within days, once the neighbours it named turned out to be the ones supplying relief.
    4. The gain is agenda setting: A liability framing raises the political price of underfunding the mechanism. It does not create a right to be paid.

    Challenges to the loss and damage fund

    1. The regime expressly excludes liability: Loss and damage is recognised under Article 8 of the Paris Agreement, and the decision adopting the agreement records that Article 8 does not involve or provide a basis for any liability or compensation. Eg. Small island states pressed for a liability provision in 2015 and accepted its exclusion in order to secure the agreement.
      The Fix: Negotiate an agreed needs based replenishment cycle, so predictable funding substitutes for a legal claim that will not be conceded.
    2. The hosting arrangement is contested: The fund was operationalised at the 2023 Conference of the Parties in Dubai with the World Bank as interim host for four years, over developing country objections about the Bank’s governance and its fees. Eg. Developing country negotiators sought an independent secretariat outside the Bank’s board structure.
      The Fix: Fix a firm date for the review of the hosting arrangement and publish the fee and governance terms against which it will be judged.
    3. Access is slowest where need is highest: Climate funds require accreditation of a national entity and detailed project proposals, which the least developed countries take years to complete. Eg. National implementing entities in several least developed countries have waited years for Green Climate Fund accreditation.
      The Fix: Create a rapid disbursement window that releases a fixed sum on a declared national disaster, without a project proposal.

    Conclusion

    The claim Nepal made and then softened will outlast the flood that produced it. The climate regime has built a fund for loss and damage without the liability that would make any claim on it enforceable, and a country facing a rehabilitation bill it cannot carry will keep pressing at that gap. What is worth watching is not whether the demand is repeated but whether the next replenishment round ties contributions to assessed need rather than to donor discretion. Until it does, a small mountain state’s only real leverage is the moral argument it was persuaded to withdraw.

    Matching Previous Year Question

    “[2022, GS2, 15.0 marks] Clean energy is the order of the day. Describe briefly India’s changing policy towards climate change in various international fora in the context of geopolitics.”

  • Inside India’s problem with reporting child sexual abuse material

    Why in the News

    The National Human Rights Commission (NHRC) has issued notices to two Union ministries and the Delhi Police over paid Instagram advertisements. The advertisements allegedly used search terms such as “rape video” and “child video” to direct users to Telegram channels offering child sexual abuse material (CSAM). The Commission has directed that an Action Taken Report reach it within two weeks. The advertisements had passed the review systems of Meta, which owns Instagram, and remained available until the company’s attention was drawn to them. Two questions follow from that failure: whether the statutory duty to report the offence was complied with, and whether a platform whose artificial intelligence systems actively shape content can still claim the legal protections available to intermediaries.

    What is a CyberTipline report?

    1. An alert raised by the platform: A CyberTipline report is generated when a technology platform detects suspected child sexual abuse material and refers it for law enforcement follow up.
    2. It locates the material, not its source: A report often identifies where the material was found, not where it originated, and establishing origin requires a separate investigation.
    3. How it reaches an Indian investigator: Reports are processed by the National Crime Records Bureau (NCRB) and the Indian Cybercrime Coordination Centre (I4C), and are then routed and assigned to the relevant State and district authorities.

    What has the Commission asked of the platform?

    1. Whether the offences were reported at all: Meta has been asked whether the alleged offences were reported, and, if they were not, to identify those responsible for ensuring compliance.
    2. The duty lies on any person: Section 19 of the Protection of Children from Sexual Offences (POCSO) Act, 2012 requires any person who apprehends that an offence under the Act is likely to be committed, or who knows one has been committed, to report it to the Special Juvenile Police Unit or the local police.
    3. Internal processes do not discharge it: The Commission’s stated position is that the obligation cannot be substituted by internal correspondence, grievance redressal or regulatory engagement.

    Is a platform that shapes content still an intermediary?

    1. The systems do more than host: A supplementary representation before the Commission argued that Meta’s artificial intelligence assisted tools generate captions, recommend posting schedules, optimise engagement and assist monetisation.
    2. The classification question has been referred: The Ministry of Information and Broadcasting has been asked to examine whether such functions remain consistent with intermediary status, or whether they resemble the role of a publisher of online curated content under the Information Technology Rules, 2021.
    3. The stake in the answer: Intermediary status carries protection from liability for content that others post. A publisher of curated content carries responsibility for what it puts out.

    How many reports arrive, and how many become cases?

    1. The volume: India received around 1.9 million CyberTipline reports in 2025.
    2. The conversion is small: Only a fraction of those reports translate into police action.
    3. Verification precedes registration: Authorities conduct a preliminary verification before a first information report is registered, and not every report progresses beyond that stage.

    Where does a report stall before an FIR?

    1. Report quality varies: The reports vary significantly in quality and completeness, so many cannot carry a preliminary verification at all.
    2. A prima facie test on the material: Investigators assess whether the flagged material prima facie depicts child sexual abuse material. Once jurisdiction is identified and the material verified, the case is forwarded to the local police station or cyber police unit.
    3. Age is the recurring obstacle: Verifying the age of the victim is among the more recurring difficulties, since poor image quality, blurred visuals or uncertainty about age obstruct that finding.
    4. Attribution comes last: Only once a first information report is registered do investigators begin identifying the individual behind the account.

    What decides the outcome in court?

    1. A designated forum: Cases are generally tried before the special courts designated under the POCSO Act.
    2. Convictions turn on digital evidence: Defence arguments frequently focus on whether the accused was actually the person using the device, the SIM card or the internet connection linked to the offence.
    3. An unidentified offender ends the case: Where investigators cannot identify the person responsible, police may file a closure report.

    Challenges to CSAM detection and prosecution in India

    1. Encryption removes the point of detection: Offenders increasingly use encrypted platforms, where the service provider cannot scan content and therefore generates no report at all. Eg. End to end encrypted messaging leaves no server side copy for a platform to match against a database of known material.
      The Fix: Require significant platforms to report metadata level signals, such as advertising keywords and channel invitation links, where the content itself is not visible to them.
    2. Synthetic material defeats hash matching: Detection relies on matching a file against databases of known material, and newly generated images produce no match. Eg. Images of children produced by generative models carry no prior hash record.
      The Fix: Extend detection to classifier based models and recognise synthetic child sexual abuse material explicitly as an offence in the governing statute.
    3. The reporting duty has no platform specific machinery: Section 19 places the duty on any person, and prescribes no route by which a foreign incorporated platform files with an Indian police unit. Eg. Reports currently arrive through the CyberTipline chain rather than as a statutory filing by the company.
      The Fix: Prescribe a designated reporting channel and a fixed filing deadline for significant social media intermediaries under the Information Technology Rules.
    4. Judicial expansion has outpaced investigative capacity: The offence has been widened by the courts, and district cyber units have not grown to match it. Eg. In Just Rights for Children Alliance v. S. Harish (2024) the Supreme Court held that storing and viewing child sexual abuse material is itself an offence under Section 15 of the POCSO Act.
      The Fix: Fund district cyber forensic units and a national facility for medical and forensic age estimation, so verification is not left to the investigating officer’s judgement.

    Conclusion

    Detection is not the constraint in this system. The constraint sits between an automated alert and a chargeable case, where verification, jurisdiction and identification each remove a share of what was reported, and a closure report is the default outcome when identification fails. A platform whose systems recommend, caption and monetise what appears on it is not simply carrying what other people post, and the protection designed for a passive carrier does not obviously fit it. How the Ministry of Information and Broadcasting answers that classification question is the thing to watch.

    Back2Basics: National Human Rights Commission

    1. A statutory body: The NHRC was constituted under the Protection of Human Rights Act, 1993, and is not a constitutional body.
    2. Composition: It has a Chairperson and members, with the chairpersons of specified national commissions, including the National Commission for Protection of Child Rights, as ex officio members.
    3. Powers: It inquires suo motu or on a petition into a violation of human rights or negligence in preventing one, and holds the powers of a civil court for that inquiry.
    4. Limits: Its findings are recommendatory, and it can require the concerned government to report the action taken on them.

    Matching Previous Year Question

    “[2017] In India, it is legally mandatory for which of the following to report on cyber security incidents? 1. Service providers 2. Data Centres 3. Body corporate Select the correct answer using the code given below: (a) 1 only (b) 1 and 2 only (c) 3 only (d) 1, 2 and 3 ANSWER: (d)”

  • 2,843 km, 400-plus trains: Corridors cut time and cost, offer last-mile link

    Why in the News

    The last three sections of the Western Dedicated Freight Corridor (WDFC) have been inaugurated at Vadodara, completing India’s dedicated freight rail network. The three sections cover 326 kilometres and were developed at a cost of over Rs 20,700 crore. Their commissioning closes the 1,506-km western corridor, and with the 1,337-km Eastern Dedicated Freight Corridor (EDFC) already commissioned in October 2023, the network now runs to 2,843 km. The corridors were built to relieve trunk routes whose line capacity utilisation had reached between 115 and 150 per cent. The open question is whether separate freight track alone can lift rail’s share of national freight from about 27 per cent to the 45 per cent the National Rail Plan targets.

    What are the Dedicated Freight Corridors?

    1. Freight-only railway lines: The Dedicated Freight Corridors (DFCs) are high-speed railway lines built to carry goods traffic alone, physically separated from the passenger network.
    2. Two routes, east and west: The project comprises an eastern corridor and a western corridor, together among the largest infrastructure works ever undertaken by the Railways.
    3. A dedicated executing entity: The Dedicated Freight Corridor Corporation of India Limited (DFCCIL), a special purpose vehicle, was set up for the construction, operation and maintenance of the corridors.

    Why were separate freight lines needed at all?

    1. Trunk routes were saturated: The Howrah-Delhi route on the east and the Mumbai-Delhi route on the west were running at line capacity utilisation of between 115 and 150 per cent, and the Railways saw a dip in freight traffic as a result.
    2. The load shifted to road: The National Highways running along these corridors make up 0.5 per cent of the road network yet account for almost 40 per cent of total road freight.
    3. Freight earnings carry the system: Freight services account for over 65 per cent of the Railways’ total earnings, and that revenue subsidises passenger travel.

    What does each corridor cover?

    1. The western corridor: The WDFC runs 1,506 km from the Jawaharlal Nehru Port Trust (JNPT) in Navi Mumbai to Dadri near Noida in Uttar Pradesh. Its final three sections are New Sanand (N)-New Makarpura, New Umbergaon-New Saphale, and New Saphale-New JNPT.
    2. The last stretch reaches the port: The Vaitarna (Saphale) to JNPT stretch in Maharashtra is now operational, and freight loading is expected to rise further on the strength of that direct port connectivity.
    3. The eastern corridor: The EDFC runs 1,337 km from Ludhiana in Punjab to Sonnagar in Bihar and was fully commissioned in October 2023.
    4. Two segments of differing capacity: The EDFC has an electrified double-line segment of 936 km between Sonnagar and Dadri, and an electrified single-track segment of 401 km between Sahnewal in Punjab and Khurja in Uttar Pradesh.
    5. The alignment avoids towns: The EDFC detours around densely populated towns including Mirzapur, Allahabad, Kanpur, Etawah, Firozabad, Tundla, Hathras, Aligarh, Hapur, Meerut, Muzaffarnagar, Ambala, Rajpura, Sirhind, Doraha and Sahnewal.

    What traffic do the corridors actually carry?

    1. Containers dominate the west: Western corridor traffic mainly comprises ISO containers from JNPT and Mumbai Port in Maharashtra and from Pipavav, Mundra and Kandla ports in Gujarat. These move to Inland Container Depots (ICDs) in north India, mostly at Tughlakabad in Delhi, Dadri in Uttar Pradesh, Dhandari Kalan in Punjab and Khatuwas in Rajasthan.
    2. Bulk cargo is expected to follow: The western corridor is also expected to carry fertilisers, foodgrain, salt, coal, iron, steel and cement.
    3. Minerals dominate the east: The EDFC caters mostly to coal and mineral traffic originating in eastern India.

    What operational gain do the corridors deliver?

    1. Volume of movement: About 426 freight trains run daily across both corridors.
    2. Speed roughly doubles: The average speed of trains on the DFCs was over 50 kmph, double the average speed of freight trains on the non-DFC network.
    3. The recorded monthly figures: In April and May the average speed was 44.9 kmph and 44.7 kmph on the EDFC, and 53.6 kmph and 52.3 kmph on the WDFC.
    4. Three stated benefits: Separation from the passenger network gives the corridors reduced transit time, lower cost, and last-mile connectivity at certain locations.

    How were the corridors financed, and what comes next?

    1. A bilateral origin: The DFC project was first discussed at a Japan-India meeting in April 2005 and was included in the declaration of cooperation signed between the two sides. A feasibility study report followed in October 2007.
    2. Concessional debt carried most of the cost: Funding came through debt from the World Bank of Rs 14,900 crore and from the Japan International Cooperation Agency (JICA) of Rs 38,722 crore, with gross budgetary support meeting the remainder.
    3. A third corridor is planned: This year’s Budget announced a corridor connecting Dankuni in West Bengal to Surat in Gujarat, and its detailed project report is under preparation.

    Where does rail freight stand against its own target?

    1. The current modal share: Rail carries around 27 per cent of national freight traffic.
    2. The stated target: The National Rail Plan envisages raising that share to 45 per cent by 2030, which works out to 3,000 million tonnes.
    3. The present base: The Railways recorded its highest ever loading of 1,670 million tonnes in the 2025-26 financial year.

    Conclusion

    Completing the corridors changes what the network is capable of carrying; it does not by itself change what a shipper chooses. Rail wins cargo only where door-to-door cost and delivery reliability beat road, and both are decided at terminals, first-mile handling and pricing rather than on line-haul track. The gap between the current modal share and the National Rail Plan target is therefore a terminal and tariff problem now, not a track problem. The marker to watch is whether the next corridor is planned together with its feeder terminals rather than after them.

    Back2Basics: PM Gati Shakti National Master Plan

    1. What it is: A national master plan for multimodal connectivity, launched in October 2021, intended to end siloed infrastructure planning across ministries.
    2. How it works: It runs as a Geographic Information System based digital platform on which ministries and States map their projects on common layers, so alignments and utilities are visible to every planning agency at once.
    3. Who runs it: It is anchored in the Department for Promotion of Industry and Internal Trade under the Ministry of Commerce and Industry.
    4. What it is paired with: The National Logistics Policy, 2022 supplies the services and regulatory side of the same objective, which is lowering logistics cost as a share of output.

    Matching Previous Year Question

    “[2021, GS3, 15.0 marks] “Investment in infrastructure is essential for more rapid and inclusive economic growth.”Discuss in the light of India’s experience”

  • ‘Surprised by furore over GDP; methods, data already public’

    Why in the News

    The Ministry of Statistics and Programme Implementation (MoSPI) has defended the new Gross Domestic Product (GDP) series against charges of overestimation and of undisclosed methodology. Its stated position is that the downward revision of earlier years reflects better data rather than a systematic bias. The defence answers criticism that followed the release of first quarter 2026-27 GDP data, which put growth at 7.8 per cent, well above what most economists had anticipated. A former Finance Secretary argued that this print was possible only because the year-ago GDP data had been reduced, and that real growth was close to zero. The contest is over what a base revision is allowed to imply: whether lowering past output is better measurement or an admission that the old series had flattered growth.

    What is the new GDP series?

    1. A base revision of the national accounts: The series replaces the earlier 2011-12 based estimates, which had themselves replaced the 2004-05 series. It was released in February 2026.
    2. Built on a wider evidence base: The new series rests on a wider set of indicators and surveys than its predecessors, which is the ministry’s ground for calling it the best so far.
    3. Direct measurement of the informal sector: The old series estimated informal sector output through proxies. The new series uses direct, empirical annual surveys instead.

    Where did the dispute begin?

    1. An unexpected growth print: GDP data for the first quarter of 2026-27 showed growth of 7.8 per cent, and the ministry’s own reading is that this higher-than-expected number is what provoked the criticism.
    2. A challenge to the nominal numbers: A former Finance Secretary held that nominal GDP growth in April-June should have been 2.6 per cent and not 10.3 per cent, with real growth close to zero. Those figures were arrived at by comparing data from the old and the new GDP series.
    3. A data adequacy charge: A former Chief Economic Adviser held that the ministry lacks good and timely data on the informal economy.
    4. The timing is itself contested: The series has been in the public domain since February 2026, and the ministry’s position is that a controversy arriving six months later is surprising.

    What is the ministry’s defence?

    1. Estimation is not overestimation: The stated position is that calling the old numbers overestimates implies a systematic bias. GDP is an estimation made on the best data available at the time, and each successive series improves on the indicators the previous one used.
    2. Cross-series comparison is unwarranted: The ministry holds that any comparison between the old series and the new series is unwarranted, since the two rest on different indicator sets.
    3. The revision traces to one change: The primary reason for the downward revision in nominal GDP of previous years is the shift from proxy-based estimates for the informal sector to direct annual surveys.
    4. Survey figures, not proxies: Figures from the Annual Survey of Unincorporated Sector Enterprises (ASUSE, an annual enterprise survey covering informal, non-corporate businesses) and the Periodic Labour Force Survey (PLFS) are used even for quarterly GDP estimates.

    Which new data sources underpin the series?

    1. Sources that did not exist at the last revision: The Goods and Services Tax (GST) network, PLFS, ASUSE and the Public Financial Management System (PFMS) were unavailable when the earlier series was framed.
    2. Administrative digital data: Digital records such as e-Vahan, the national vehicle registration database, are now part of the input set.
    3. The gain is unlikely to repeat: The last ten years produced numerous new data sources, and the ministry’s assessment is that the next base revision, roughly five years away, will not see a comparable expansion.

    Has the methodology already been published?

    1. Three technical reports in February: Sub-committees of the Advisory Committee on National Accounts Statistics released reports on ‘Methodological Improvement for the Base Revision of GDP’, ‘Constant Price Estimates’, and ‘Incorporation of New Data Sources, Rates and Ratios’.
    2. Supporting series through the year: The new Index of Industrial Production (IIP) series was released in May, and output Producer Price Index (PPI) data starting 2022-23 was made public in June.
    3. The awaited document adds nothing new: The ministry’s position is that the ‘Sources and Methods’ document will only be a compilation of material already disclosed.

    Why is rapid growth said not to be felt on the ground?

    1. GDP is one indicator among several: Other factors, uncertainties and the global situation shape how an individual experiences the economy, so a single aggregate cannot settle the question.
    2. Aggregation hides dispersion: How a household sees prices differs from prices aggregated across the country and across regions, in the same way that felt inflation diverges from the measured rate.
    3. High-frequency indicators are offered as corroboration: Monthly consumption and production indicators for steel, cement, electricity and automobiles are cited as independent evidence of the pace of activity.

    Conclusion

    The argument is not really about arithmetic; it is about what a statistical revision is permitted to signal. A revision that lowers past output can be read as sharper measurement or as evidence that the earlier picture was inflated, and no amount of technical documentation adjudicates between those two readings. What would adjudicate is a published back-series placing old and new estimates on a consistent basis, so users can compare periods without splicing two incompatible sets themselves. Until that exists, every quarterly print will be argued twice, once on the number and once on the series it came from.

    Matching Previous Year Question

    “[2021, GS3, 10.0 marks] Explain the difference between computing methodology of India’s Gross Domestic Product(GDP) before the year 2015 and after the year 2015.”