{"query_echo":{"q":"","filters":{"geography":["Jharkhand"]},"warnings":[]},"total":{"value":58,"relation":"eq"},"page":3,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=Jharkhand&page=3","stability":"beta","ai_marking":{"digital_source_type":{"uri":"http://cv.iptc.org/newscodes/digitalsourcetype/trainedAlgorithmicMedia","name":"Created using Generative AI"},"notice":"Summary and key insights are generated using artificial intelligence."},"results":[{"id":"seforall-000126","url":"https://climateinsightsdirectory.org/document/seforall-000126","title":"ENERGIZING FINANCE: MISSING THE MARK","publisher":{"name":"Sustainable Energy for All","organization":"sustainable-energy-for-all"},"document_type":"executive summary","language":"en","date_published":"2020","source_url":"https://www.seforall.org/system/files/2020-11/EF-2020-MM-ES-SEforALL.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that while energy finance disbursements in high-impact countries grew by over 61% between 2013 and 2018, they still significantly lag behind commitments, with USD 32 billion disbursed against USD 52 billion committed. Between 2002 and 2018, 58% of planned disbursements and 49% of projects experienced delays. These delays are attributed to cumbersome administrative processes, design flaws not adapted to local capacities, and limited access to local financial services.","ai_generated":true,"unit":"seforall-000126#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Energy finance disbursements in high-impact countries (HICs) grew significantly faster than overall development finance disbursements between 2013 and 2018, increasing by more than 61 percent compared to a 12 percent increase for overall development finance.","ai_generated":true,"unit":"seforall-000126#insight-1","date_modified":"2026-10-23"},{"text":"There is a substantial gap between energy finance commitments and disbursements from 2013 to 2018, with USD 32 billion disbursed against USD 52 billion committed. To meet SDG7 energy access targets, annual disbursements of approximately USD 45 billion are required between 2020 and 2030.","ai_generated":true,"unit":"seforall-000126#insight-2","date_modified":"2026-10-23"},{"text":"Disbursement and project delays remain pervasive in HICs. Between 2002 and 2018, 58 percent of planned disbursements to the energy sector and 49 percent of projects were delayed, though this represents a slight improvement over 2017 data.","ai_generated":true,"unit":"seforall-000126#insight-3","date_modified":"2026-10-23"},{"text":"Disbursement delays are driven by project-specific factors, including administrative bottlenecks and design flaws. Examples include federal-level clearance delays for a GEF-UNDP project in India (Jharkhand and Manipur states) and a biodigester sub-project in Rwanda (PREP) that failed to adapt to local consumption habits and capacities.","ai_generated":true,"unit":"seforall-000126#insight-4","date_modified":"2026-10-23"}],"climate_tags":["energy access","clean cooking","renewable energy","climate finance"],"geography_discussed":["Angola","Bangladesh","Burkina Faso","Afghanistan","People's Republic of China","Rwanda","Jharkhand","Manipur"],"frame_perspective":[],"analysis_type":["quantitative analysis","qualitative analysis"]},{"id":"seforall-000138","url":"https://climateinsightsdirectory.org/document/seforall-000138","title":"DYNAMISER LE FINANCEMENT DE L’ACCÈS À L’ÉNERGIE : À CÔTÉ DE L’OBJECTIF","publisher":{"name":"Sustainable Energy for All","organization":"sustainable-energy-for-all"},"document_type":"report","language":"fr","date_published":"2020","source_url":"https://www.seforall.org/system/files/2021-03/ES-2020-MM-ES-fr-SEforALL.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that while energy financing disbursements in High-Impact Countries grew by over 61% between 2013 and 2018, they still lag significantly behind commitments, with $32 billion disbursed against $52 billion committed. These delays affect 49% of energy projects in HICs, driven by administrative burdens and poor project design. The document argues that an annual increase of $45 billion in disbursements is needed by 2030 to meet SDG7 goals.","ai_generated":true,"unit":"seforall-000138#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Energy financing disbursements in High-Impact Countries (HICs) grew significantly faster than overall development financing disbursements in the same regions between 2013 and 2018, increasing by more than 61% compared to approximately 12% for global development financing.","ai_generated":true,"unit":"seforall-000138#insight-1","date_modified":"2026-10-23"},{"text":"There is a substantial gap between financial commitments and actual disbursements for energy in HICs; from 2013 to 2018, $32 billion was disbursed against $52 billion in commitments.","ai_generated":true,"unit":"seforall-000138#insight-2","date_modified":"2026-10-23"},{"text":"Between 2002 and 2018, 49% of energy sector projects in HICs experienced delays, and 58% of planned disbursements were delayed, though this represents a slight improvement over 2017 figures (52% of projects and 69% of disbursements).","ai_generated":true,"unit":"seforall-000138#insight-3","date_modified":"2026-10-23"},{"text":"Disbursement delays are caused by project-specific factors, including administrative heaviness, capacity gaps in donors and implementing entities, and design flaws that ignore local financial services or end-user habits.","ai_generated":true,"unit":"seforall-000138#insight-4","date_modified":"2026-10-23"},{"text":"Specific examples of project failures include a GEF-UNDP project in the Indian states of Jharkhand and Manipur delayed by federal administrative procedures, and a biodigester sub-project under Rwanda's Promoting Renewable Energy Programme (PREP) delayed by a design that ignored local consumption habits.","ai_generated":true,"unit":"seforall-000138#insight-5","date_modified":"2026-10-23"}],"climate_tags":["energy access","clean cooking","climate finance","renewable energy","greenhouse gas emissions"],"geography_discussed":["World","Jharkhand","Manipur","Rwanda"],"frame_perspective":[],"analysis_type":["financial analysis","policy evaluation","case study"]},{"id":"iisd-002195","url":"https://climateinsightsdirectory.org/document/iisd-002195","title":"How to Target Electricity and LPG Subsidies in India","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2019-12","source_url":"https://www.iisd.org/system/files/publications/target-electricity-lpg-subsidies-india-step-1.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines the high cost and regressive nature of India's energy consumption subsidies, which totaled INR 87,830 crore (USD 13.1 billion) in 2017. It highlights a critical knowledge gap, as the last comprehensive distributional analysis is based on 2011 census data. The document proposes several targeting mechanisms, including opt-out schemes, volumetric quotas, categorical targeting based on social or geographic criteria, and the use of proxy means testing via income and asset data. It specifically analyzes the Ujjwala scheme's success in connection targeting and the challenges of sustained LPG usage among the poor due to ongoing consumption costs.","ai_generated":true,"unit":"iisd-002195#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In 2017, India's electricity and LPG consumption subsidies cost INR 87,830 crore (USD 13.1 billion).","ai_generated":true,"unit":"iisd-002195#insight-1","date_modified":"2026-10-23"},{"text":"Electricity consumption subsidies are the largest energy subsidies in India, representing 49 per cent of all quantifiable central government energy subsidies in FY 2017/18, totaling INR 74,925 crore (USD 11.2 billion).","ai_generated":true,"unit":"iisd-002195#insight-2","date_modified":"2026-10-23"},{"text":"Historical data from 2010 indicates that electricity subsidies in India were regressive, with the poorest quintile receiving only 14 per cent of the benefits.","ai_generated":true,"unit":"iisd-002195#insight-3","date_modified":"2026-10-23"},{"text":"The PAHAL cash transfer scheme is the largest single petroleum product subsidy in India, estimated at INR 12,905 crore (USD 1.9 billion) in FY 2017/18.","ai_generated":true,"unit":"iisd-002195#insight-4","date_modified":"2026-10-23"},{"text":"The Ujjwala scheme has been relatively successful in targeting the poorest for LPG connections, with 48 per cent of beneficiaries falling within the poorest 40 per cent of households based on self-reported income in Jharkhand and Chhattisgarh.","ai_generated":true,"unit":"iisd-002195#insight-5","date_modified":"2026-10-23"},{"text":"Despite LPG ownership, fuel stacking remains prevalent; in a 2018 survey of rural households in Bihar, Madhya Pradesh, Rajasthan and Uttar Pradesh, 73 per cent of those with LPG stoves still used traditional chulha stoves for some or all cooking.","ai_generated":true,"unit":"iisd-002195#insight-6","date_modified":"2026-10-23"},{"text":"The 'Give It Up' opt-out campaign for LPG has had limited impact on targeting, with only around 5 per cent of active connections de-registering.","ai_generated":true,"unit":"iisd-002195#insight-7","date_modified":"2026-10-23"},{"text":"Income-based targeting for LPG, which excludes households with an annual income above INR 1 million, has restricted less than 1 per cent of active connections.","ai_generated":true,"unit":"iisd-002195#insight-8","date_modified":"2026-10-23"},{"text":"There is a significant data gap in India's energy policy, as the last comprehensive distributional analysis of energy consumption subsidies is based on the 2011 census.","ai_generated":true,"unit":"iisd-002195#insight-9","date_modified":"2026-10-23"},{"text":"The report suggests that volumetric targeting for LPG could be improved by reducing the current annual quota of 12 cylinders, noting that the median purchase for Ujjwala households is five cylinders per year.","ai_generated":true,"unit":"iisd-002195#insight-10","date_modified":"2026-10-23"}],"climate_tags":["energy access","clean cooking","fossil fuel subsidy","social protection","energy transition","energy efficiency","poverty reduction"],"geography_discussed":["Jharkhand","Chhattisgarh","Odisha","Andhra Pradesh","West Bengal","Delhi","Mizoram","Nagaland","Thailand","Indonesia"],"frame_perspective":[],"analysis_type":["policy review","distributional analysis","fiscal assessment"]},{"id":"iisd-002960","url":"https://climateinsightsdirectory.org/document/iisd-002960","title":"Gender and Fossil Fuel Subsidy Reform in India","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2019-12","source_url":"https://www.iisd.org/system/files/publications/gender-fossil-fuel-subsidy-reform-india.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report assesses how India's LPG subsidy schemes, specifically PAHAL (DBTL) and Pradhan Mantri Ujjwala Yojana (PMUY), affect poor women. It finds that while PMUY has increased LPG access and reduced drudgery—saving women an average of one hour per day—significant inefficiencies remain. Many poor households are still left behind due to affordability and distribution barriers, while a large share of consumption subsidies benefit wealthier households. The report recommends improving targeting, reviewing the PMUY loan system to ensure affordability for the poorest, and adopting a more holistic clean cooking strategy.","ai_generated":true,"unit":"iisd-002960#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Pradhan Mantri Ujjwala Yojana (PMUY) has increased LPG access for poor women, leading to reduced exposure to indoor air pollution and significant time savings. Women using LPG saved an average of approximately one hour per day compared to those using biomass for cooking and cleaning.","ai_generated":true,"unit":"iisd-002960#insight-1","date_modified":"2026-10-23"},{"text":"LPG subsidies have influenced female decision-making power within the household. In 74% of surveyed households, women were the primary decision-makers regarding cooking energy sources, a result likely bolstered by the PMUY scheme's requirement for female beneficiaries.","ai_generated":true,"unit":"iisd-002960#insight-2","date_modified":"2026-10-23"},{"text":"The PAHAL (DBTL) consumption subsidy is highly inefficient and poorly targeted, with a significant portion of benefits accruing to high-income households. In 2018, PAHAL subsidies were estimated at INR 2,008 billion, more than eight times the volume of PMUY subsidies, and 48% of surveyed LPG-using households did not hold below the poverty line (BPL) cards.","ai_generated":true,"unit":"iisd-002960#insight-3","date_modified":"2026-10-23"},{"text":"Despite the PMUY connection subsidy, many poor households remain dependent on biomass. In the states of Chhattisgarh and Jharkhand, more than half of the surveyed poor households did not use LPG, often due to high refill costs, local unavailability, or unreliable targeting data from the SECC-2011.","ai_generated":true,"unit":"iisd-002960#insight-4","date_modified":"2026-10-23"},{"text":"The PMUY loan system for stoves and first refills may hinder energy access for the poorest. Because these loans are repaid through deductions from the DBTL subsidy, the effective price of LPG increases during the payback period, making PMUY recipients more sensitive to price increases.","ai_generated":true,"unit":"iisd-002960#insight-5","date_modified":"2026-10-23"},{"text":"LPG adoption in rural areas has shifted the burden of fuel management from women to men. While women typically collect biomass, LPG collection in rural areas is predominantly a male responsibility because cylinders must be collected from distributors rather than delivered to the home.","ai_generated":true,"unit":"iisd-002960#insight-6","date_modified":"2026-10-23"},{"text":"Fuel stacking remains common across all income groups, with households using a mix of LPG and fuelwood. On average, surveyed households sourced 45% of their cooking energy from fuelwood and 39% from LPG.","ai_generated":true,"unit":"iisd-002960#insight-7","date_modified":"2026-10-23"}],"climate_tags":["fossil fuel subsidy","clean cooking","energy access","gender equality","biomass","energy transition","household air pollution","social protection"],"geography_discussed":["Jharkhand","Chhattisgarh","Ranchi","Raipur","Bangladesh","Nigeria"],"frame_perspective":[],"analysis_type":["gender analysis","policy evaluation","socio-economic impact assessment"]},{"id":"iisd-001638","url":"https://climateinsightsdirectory.org/document/iisd-001638","title":"Policy Approaches for a Kerosene to Solar Subsidy Swap in India","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2019-04","source_url":"https://www.iisd.org/system/files/publications/india-kerosene-solar-swap.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report argues that shifting subsidies from kerosene to off-grid solar is economically viable and socially beneficial for India's rural poor. It details three primary subsidy pathways—targeting households, manufacturers, or financial institutions—and provides a framework for administration, funding, and beneficiary targeting to achieve '24x7 Power for All'.","ai_generated":true,"unit":"iisd-001638#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Off-grid solar products are more cost-effective than subsidized kerosene over their lifespan. For example, a solar lantern has a levelized monthly cost of INR 54, compared to a total cost of INR 183 for subsidized kerosene (including household expenditure and government subsidy), resulting in a net swap saving of INR 129 per month per household.","ai_generated":true,"unit":"iisd-001638#insight-1","date_modified":"2026-10-23"},{"text":"Despite near-universal grid connection, significant gaps in electricity access persist. A survey found that 86 per cent of grid-connected households use another source of electricity or lighting, and in some village surveys, the majority of connected households received only one to five hours of electricity per day.","ai_generated":true,"unit":"iisd-001638#insight-2","date_modified":"2026-10-23"},{"text":"Continued reliance on kerosene poses health and fiscal risks. Kerosene produces pollutants exceeding World Health Organization guidelines and is subject to volatile international oil prices; in FY 2018/19, central government spending on cooking gas and kerosene subsidies was 84 per cent higher than budget estimates.","ai_generated":true,"unit":"iisd-001638#insight-3","date_modified":"2026-10-23"},{"text":"There is strong consumer demand for the transition. The ACCESS survey indicated that 84 per cent of households support government subsidies for solar lanterns even if it means reducing kerosene subsidies.","ai_generated":true,"unit":"iisd-001638#insight-4","date_modified":"2026-10-23"},{"text":"Kerosene subsidies are prone to significant leakage, with an estimated 45 per cent of subsidized kerosene diverted to the black market for use in transport or irrigation.","ai_generated":true,"unit":"iisd-001638#insight-5","date_modified":"2026-10-23"},{"text":"The report identifies three viable subsidy pathways: direct payments to households (maximizing choice), subsidies to manufacturers (reducing administrative costs and ensuring quality), or subsidies to banks and microfinance institutions (improving affordability of loans).","ai_generated":true,"unit":"iisd-001638#insight-6","date_modified":"2026-10-23"},{"text":"A subsidy swap would support India's climate and energy goals, specifically its target of 175 GW of renewable energy by 2022. Kerosene accounted for approximately one quarter of all energy-related residential greenhouse gas emissions in 2013.","ai_generated":true,"unit":"iisd-001638#insight-7","date_modified":"2026-10-23"}],"climate_tags":["energy transition","greenhouse gas emissions","household air pollution","energy access","climate finance"],"geography_discussed":["Odisha","Uttar Pradesh","Madhya Pradesh","Assam","Rajasthan","Tripura","Karnataka","Telangana","Haryana","Gujarat","Jharkhand","Chhattisgarh","Bihar"],"frame_perspective":[],"analysis_type":["policy analysis","economic assessment","case study"]},{"id":"iisd-003094","url":"https://climateinsightsdirectory.org/document/iisd-003094","title":"India’s Energy Transition: Stranded coal power assets, workers and energy subsidies","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"briefing","language":"en","date_published":"2019-04","source_url":"https://www.iisd.org/system/files/publications/india-energy-transition-stranded-coal-power-assets_0.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the crisis of 'stressed' coal power assets in India, where approximately 21% of operational capacity was identified as non-performing in 2018. It identifies current drivers of stranding, such as the financial distress of distribution companies (DISCOMs) and coal shortages, alongside future risks including water scarcity, air pollution regulations, and the increasing cost-competitiveness of renewable energy. The authors argue that government subsidies and preferential financing have artificially dampened market signals, prolonging the life of unviable assets. Finally, the brief advocates for a 'just transition' framework to prevent the burden of asset stranding from falling on the millions of workers in the coal value chain, particularly in states like Jharkhand, Odisha, and Chhattisgarh.","ai_generated":true,"unit":"iisd-003094#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"As of 2018, approximately 21% of India's total operational coal capacity—consisting of 34 plants with a combined capacity of 40 GW—was identified as 'stressed' or 'non-performing'. Some estimates suggest the affected capacity could be as high as 75 GW, or 39.5% of operational capacity.","ai_generated":true,"unit":"iisd-003094#insight-1","date_modified":"2026-10-23"},{"text":"The stranding crisis is heavily concentrated in the states of Chhattisgarh, Odisha, and Jharkhand, where 58%, 55%, and 27% of state capacity was categorized as stressed, respectively. These three states account for 22% of all operational coal power plants in India.","ai_generated":true,"unit":"iisd-003094#insight-2","date_modified":"2026-10-23"},{"text":"The vast majority of stressed coal assets are privately owned, representing 88% of stressed capacity, while central government institutions operate the remaining 12%.","ai_generated":true,"unit":"iisd-003094#insight-3","date_modified":"2026-10-23"},{"text":"Current drivers of asset stranding include the financial inability of state-owned distribution companies (DISCOMs) to pay generation companies and systemic coal shortages. Only about one quarter of currently stressed assets had an assured supply of coal via fuel supply arrangements (FSAs).","ai_generated":true,"unit":"iisd-003094#insight-4","date_modified":"2026-10-23"},{"text":"Future financial pressures on coal power will likely be driven by water scarcity, air pollution regulations, and the cost-competitiveness of renewables. By 2050, all six major water basins supplying Chhattisgarh, Jharkhand, and Odisha are expected to be stressed, with some reaching 'absolute scarcity'.","ai_generated":true,"unit":"iisd-003094#insight-5","date_modified":"2026-10-23"},{"text":"Government interventions, including subsidies estimated at INR 13,850 crore (USD 2.15 billion) in FY 2018, preferential loan rates, and the delay of air pollution regulations, have masked financial stress and prolonged the life of unviable assets.","ai_generated":true,"unit":"iisd-003094#insight-6","date_modified":"2026-10-23"},{"text":"New air pollution regulations, such as those from the Central Pollution Control Board, may require retrofits with an estimated total capital cost of around INR 75,000 crore (USD 11.6 billion).","ai_generated":true,"unit":"iisd-003094#insight-7","date_modified":"2026-10-23"},{"text":"The transition away from coal poses significant risks to employment. There are an estimated 1.2 million workers in the coal mining industry, and coal accounts for approximately 30% of India's rail network revenue, which employs 1.3 million people.","ai_generated":true,"unit":"iisd-003094#insight-8","date_modified":"2026-10-23"},{"text":"While the renewable energy sector is creating jobs—with 432,000 direct jobs in 2017—these are not geographically aligned with coal jobs. Most coal reserves are in central states (Jharkhand, Odisha, Chhattisgarh, West Bengal, Madhya Pradesh, and Andhra Pradesh), while renewables are concentrated in South, West, and North Indian states.","ai_generated":true,"unit":"iisd-003094#insight-9","date_modified":"2026-10-23"},{"text":"The document recommends implementing 'just transition' policies, such as voluntary retirement schemes, retraining, and cash transfers, potentially funded by the existing cess on coal intended to account for GHG emissions.","ai_generated":true,"unit":"iisd-003094#insight-10","date_modified":"2026-10-23"}],"climate_tags":["coal power","stranded asset","energy subsidy","just transition","renewable energy","air pollution","water scarcity","greenhouse gas emissions","carbon price"],"geography_discussed":["Chhattisgarh","Odisha","Jharkhand","West Bengal","Madhya Pradesh","Andhra Pradesh","Karnataka","Tamil Nadu","Maharashtra","Gujarat","Rajasthan"],"frame_perspective":[],"analysis_type":["policy analysis","economic assessment","social impact assessment"]},{"id":"climstra-000155","url":"https://climateinsightsdirectory.org/document/climstra-000155","title":"Coal transition in India","publisher":{"name":"Climate Strategies","organization":"climate-strategies"},"document_type":"report","language":"en","date_published":"2018","source_url":"https://climatestrategies.org/wp-content/uploads/2019/08/Coaltransitions_finalreport_India_2018.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines India's coal dependency and the challenges of transitioning to a low-carbon economy. Using the AIM/Enduse model, it compares the Intended Nationally Determined Contribution (INDC) scenario with two 2°C pathways: a 'conventional' one relying on Carbon Capture Utilization and Storage (CCUS) and a 'sustainable' one shifting toward renewables, gas, and nuclear power. Key findings highlight the risk of significant stranded assets—including approximately 220 billion tonnes of unutilized coal reserves valued at USD 6.7 trillion—and the increasing vulnerability of coal power plants to water shortages, which already cause substantial generation losses. The report argues that while coal remains a mainstay until 2030, a managed phase-out is necessary to meet global climate targets, requiring synchronized actions in energy efficiency, renewable scaling, and the retirement of inefficient sub-critical plants.","ai_generated":true,"unit":"climstra-000155#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"India's current energy system is heavily dependent on coal, which provides 70% of its power generation and accounts for 65% of its CO2 emissions.","ai_generated":true,"unit":"climstra-000155#insight-1","date_modified":"2026-10-23"},{"text":"Under a 2°C sustainable scenario, coal in the power sector is phased out by 2038, replaced by natural gas, renewables, and nuclear power, leading to a 59% reduction in steam coal demand compared to the INDC scenario.","ai_generated":true,"unit":"climstra-000155#insight-2","date_modified":"2026-10-23"},{"text":"A significant volume of coal reserves is at risk of becoming stranded assets; approximately 220 billion tonnes may remain unutilized, with a notional value of roughly USD 6.7 trillion.","ai_generated":true,"unit":"climstra-000155#insight-3","date_modified":"2026-10-23"},{"text":"Approximately 100 GW of coal-based capacity added in the last decade is vulnerable to techno-economic-regulatory shocks, as roughly 70% of this capacity uses inefficient sub-critical PC technology.","ai_generated":true,"unit":"climstra-000155#insight-4","date_modified":"2026-10-23"},{"text":"Water scarcity is a critical risk for coal-fired power plants, with 45% of plants stranded during certain times of the year located in water-stressed regions; a one-day shutdown of a 1 GW plant results in revenue losses of approximately INR 4-10 Crores (USD 0.6-1.5 million).","ai_generated":true,"unit":"climstra-000155#insight-5","date_modified":"2026-10-23"},{"text":"Despite a 'zero-import' policy for thermal coal, India would still require at least 50 to 100 million tonnes of steam coal imports to satisfy demand from import-based power plants.","ai_generated":true,"unit":"climstra-000155#insight-6","date_modified":"2026-10-23"},{"text":"To achieve 2°C-compatible transitions, India must scale up renewables—targeting 175 GW of solar by 2030—and increase nuclear capacity to 30 GW by 2030 and 50 GW by 2050 in the sustainable scenario.","ai_generated":true,"unit":"climstra-000155#insight-7","date_modified":"2026-10-23"},{"text":"The 2°C conventional scenario relies heavily on the deployment of Carbon Capture Utilization and Storage (CCUS) in power and industry sectors to achieve a cumulative emission reduction of 6 Gt by 2050.","ai_generated":true,"unit":"climstra-000155#insight-8","date_modified":"2026-10-23"}],"climate_tags":["Coal phase-out","stranded asset","renewable energy","nuclear power","natural gas","energy efficiency","Nationally Determined Contributions","greenhouse gas emissions","carbon tax"],"geography_discussed":["Jharkhand","Odisha","Chhattisgarh","West Bengal","Madhya Pradesh","Telangana","Maharashtra","Indonesia","South Africa","Australia"],"frame_perspective":[],"analysis_type":["techno-economic modelling","scenario analysis","policy assessment"]},{"id":"iisd-003589","url":"https://climateinsightsdirectory.org/document/iisd-003589","title":"Sustainable Lighting Solutions for Homes in Rural India: Achieving a transition from kerosene to off-grid solar for lighting","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"policy brief","language":"en","date_published":"2017-08","source_url":"https://www.iisd.org/system/files/publications/sustainable-lighting-solutions-homes-rural-india.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document identifies high upfront costs, limited financial inclusion, and persistent kerosene subsidies as the primary barriers to off-grid solar adoption in rural India. It suggests leveraging the 'JAM trinity' (Jan Dhan Yojana, Aadhaar, and mobile payments) to implement Direct Benefit Transfers (DBT) for solar and reforming the Public Distribution System (PDS) to reduce kerosene leakage. The brief argues that savings from reduced kerosene subsidies could be redirected to fund solar penetration through results-based financing or direct customer subsidies.","ai_generated":true,"unit":"iisd-003589#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Kerosene use in India causes significant health and environmental issues, including 500,000 premature deaths annually due to indoor air pollution and contributing to greenhouse gas emissions.","ai_generated":true,"unit":"iisd-003589#insight-1","date_modified":"2026-10-23"},{"text":"The Indian Public Distribution System (PDS) for kerosene is plagued by inefficiency, with estimates suggesting that nearly 50 per cent of subsidized kerosene is lost through theft, divergence, and adulteration.","ai_generated":true,"unit":"iisd-003589#insight-2","date_modified":"2026-10-23"},{"text":"High upfront costs make solar lighting less competitive than subsidized kerosene; for example, a mid-level solar lantern costs approximately INR 1,800 (USD 26) for a two-year life, while three litres of subsidized kerosene per month costs households only INR 576 (USD 9.2) per year.","ai_generated":true,"unit":"iisd-003589#insight-3","date_modified":"2026-10-23"},{"text":"Financial inclusion remains a barrier, as only half of India's population had access to a household bank account in 2014, and only 15 per cent used them for payments, though the Jan Dhan Yojana (JDY) scheme has since opened approximately 192 million accounts as of November 2015.","ai_generated":true,"unit":"iisd-003589#insight-4","date_modified":"2026-10-23"},{"text":"The Government of India is implementing Direct Benefit Transfer for Kerosene (DBT-K), modeled after the LPG scheme (PAHAL), which uses the Aadhaar identification system to link subsidies directly to bank accounts to reduce fraud and leakage.","ai_generated":true,"unit":"iisd-003589#insight-5","date_modified":"2026-10-23"},{"text":"The government could potentially fund solar adoption using savings from kerosene subsidies, as the annual subsidy per household is around INR 600 (USD 9.5), which could be redirected to offset the cost of solar applications.","ai_generated":true,"unit":"iisd-003589#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate finance","household air pollution","greenhouse gas emissions"],"geography_discussed":["Jharkhand","Tanzania","Bangladesh"],"frame_perspective":[],"analysis_type":["policy analysis","economic assessment"]},{"id":"iisd-002959","url":"https://climateinsightsdirectory.org/document/iisd-002959","title":"Gender and Fossil Fuel Subsidy Reform","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2016-08","source_url":"https://www.iisd.org/system/files/publications/gender-fossil-fuel-subsidy-reform-current-status-research.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds a significant lack of primary quantitative research on how fossil fuel subsidy reforms specifically affect women. It argues that while subsidies are generally regressive—benefiting wealthier households—their removal can disproportionately harm poor women due to their primary responsibility for domestic energy tasks and limited intra-household bargaining power. The document reviews the potential for mitigation measures, such as conditional cash transfers and targeted energy vouchers, and outlines a mixed-methods research plan for Bangladesh, India, and Nigeria to analyze impacts on women's welfare, productivity, and empowerment.","ai_generated":true,"unit":"iisd-002959#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a critical lack of primary, quantitative research specifically addressing the gender-differentiated impacts of fossil fuel subsidy reforms.","ai_generated":true,"unit":"iisd-002959#insight-1","date_modified":"2026-10-23"},{"text":"Fossil fuel subsidies are generally regressive, with a large portion of benefits captured by wealthier households rather than the poor.","ai_generated":true,"unit":"iisd-002959#insight-2","date_modified":"2026-10-23"},{"text":"Women in low-income households are likely to bear a disproportionate burden of subsidy reforms because they are primarily responsible for domestic chores and often have limited power over household spending.","ai_generated":true,"unit":"iisd-002959#insight-3","date_modified":"2026-10-23"},{"text":"Increased energy prices resulting from reforms can push households back toward traditional biomass fuels, which increases women's time spent on fuel collection and exposes them to indoor air pollution.","ai_generated":true,"unit":"iisd-002959#insight-4","date_modified":"2026-10-23"},{"text":"In Nigeria, kerosene subsidies are regressive and prone to corruption, with black market diversion often resulting in prices significantly higher than the official subsidised rate of ₦50 per litre.","ai_generated":true,"unit":"iisd-002959#insight-5","date_modified":"2026-10-23"},{"text":"India's Direct Benefit Transfer for LPG (DBTL) scheme has faced challenges where subsidies are transferred to the male head of household and not always passed to the women who manage household expenditure.","ai_generated":true,"unit":"iisd-002959#insight-6","date_modified":"2026-10-23"},{"text":"In Bangladesh, solar home systems (SHS) have demonstrated positive gender impacts, including a reduction in kerosene consumption and an increase in women's time for reading and tutoring children.","ai_generated":true,"unit":"iisd-002959#insight-7","date_modified":"2026-10-23"},{"text":"Conditional cash transfers (CCTs) can mitigate the income loss from subsidy reform, but they may reinforce traditional gender roles by linking payments to women's roles as caregivers.","ai_generated":true,"unit":"iisd-002959#insight-8","date_modified":"2026-10-23"},{"text":"Targeted energy interventions, such as LPG voucher schemes in Peru (FISE), can effectively encourage a shift away from biomass and improve health and financial outcomes for poor households.","ai_generated":true,"unit":"iisd-002959#insight-9","date_modified":"2026-10-23"},{"text":"The report proposes a mixed-methods research approach for Phase 2, combining secondary data audits, interviews, surveys, and focus group discussions to measure impacts on women's welfare, productivity, and empowerment.","ai_generated":true,"unit":"iisd-002959#insight-10","date_modified":"2026-10-23"}],"climate_tags":["fossil fuel subsidy","energy access","gender equality","household air pollution"],"geography_discussed":["Peru","Mexico","Morocco","Jharkhand","Lagos","Imo State","Rivers State"],"frame_perspective":[],"analysis_type":["literature review","scoping report","policy analysis","methodological framework"]},{"id":"iisd-003398","url":"https://climateinsightsdirectory.org/document/iisd-003398","title":"Reforming Kerosene Subsidies in India","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2016-04","source_url":"https://www.iisd.org/system/files/publications/reforming-kerosene-subsidies-india.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report argues that India's kerosene subsidy program is highly inefficient due to significant leakages and poor service quality. It proposes replacing these subsidies with targeted support for solar-based lighting in rural areas and liquefied petroleum gas (LPG) for urban-poor households, asserting that such a transition would be economically beneficial for both the government and the beneficiaries.","ai_generated":true,"unit":"iisd-003398#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The distribution of subsidized kerosene through the Public Distribution System (PDS) is marred by high leakage, with only 49 per cent of the fuel actually reaching households at the subsidized price and about 34 per cent never reaching them at all.","ai_generated":true,"unit":"iisd-003398#insight-1","date_modified":"2026-10-23"},{"text":"Kerosene use differs significantly by geography: in rural India, it is primarily used for lighting, while in urban areas, it is predominantly used for cooking.","ai_generated":true,"unit":"iisd-003398#insight-2","date_modified":"2026-10-23"},{"text":"Transitioning rural households from kerosene to alternative lighting solutions could result in net annual savings for the government between INR 8,000 and 12,000 crore over the lifetime of the alternatives.","ai_generated":true,"unit":"iisd-003398#insight-3","date_modified":"2026-10-23"},{"text":"Shifting urban-poor households from subsidized kerosene to subsidized LPG for cooking would increase government expenditure by approximately INR 600 crore per year, but would improve overall social welfare and eliminate the health risks of kerosene.","ai_generated":true,"unit":"iisd-003398#insight-4","date_modified":"2026-10-23"},{"text":"Direct Benefit Transfer for Kerosene (DBT-K) is viewed as limited in its potential because it does not address the inefficiency of the fuel itself and may exclude low-income households who lack access to banking services.","ai_generated":true,"unit":"iisd-003398#insight-5","date_modified":"2026-10-23"},{"text":"The adoption of alternative lighting in rural areas is hindered by high upfront costs, poor after-sale service, and a market-driven approach that excludes the poorest households.","ai_generated":true,"unit":"iisd-003398#insight-6","date_modified":"2026-10-23"},{"text":"Urban-poor households face specific barriers to LPG adoption, including bureaucratic hurdles regarding address proof in unauthorized slums, high connection costs, and the unaffordability of large 14.2 kg cylinders for daily wage earners.","ai_generated":true,"unit":"iisd-003398#insight-7","date_modified":"2026-10-23"},{"text":"A successful transition would require the rehabilitation of kerosene wholesale dealers and retailers, such as granting urban dealers licenses for small (2-5 kg) LPG cylinders or providing rural dealers with training to enter the off-grid sector.","ai_generated":true,"unit":"iisd-003398#insight-8","date_modified":"2026-10-23"}],"climate_tags":["energy access","clean cooking","household air pollution"],"geography_discussed":["Kanpur","Bengaluru","Uttar Pradesh","Bihar","Jharkhand","Odisha","West Bengal","Madhya Pradesh","Maharashtra","Manipur","Assam","Nagaland","Gujarat","New Delhi","Karnataka"],"frame_perspective":[],"analysis_type":["economic analysis","policy assessment","field study"]},{"id":"iisd-000905","url":"https://climateinsightsdirectory.org/document/iisd-000905","title":"Re-Distributing Up: How fuel subsidy policy has short-changed Bihar","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"research paper","language":"en","date_published":"2015-10-28","source_url":"https://www.iisd.org/articles/insight/re-distributing-how-fuel-subsidy-policy-has-short-changed-bihar","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines the distribution of centrally financed fuel subsidies in India, highlighting a significant disparity where Bihar, one of the poorest states, consistently receives the lowest per capita transfers for diesel, LPG, and kerosene compared to wealthier states like Haryana, Delhi, and Gujarat.","ai_generated":true,"unit":"iisd-000905#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Bihar has consistently been the lowest per capita recipient of total fuel subsidy transfers among all Indian states and union territories over the last decade. In the 2013/14 fiscal year, Bihar's average per capita transfer was INR 602, significantly lower than Haryana (INR 2,556), Delhi (INR 1,967), and Punjab (INR 1,912).","ai_generated":true,"unit":"iisd-000905#insight-1","date_modified":"2026-10-23"},{"text":"Specific fuel subsidies show extreme disparities: in FY 2013/14, Bihar received less than 10% of the per capita diesel subsidy received by Haryana (INR 175 vs INR 1,770) and less than a sixth of the LPG subsidy received by Delhi (INR 170 vs INR 1,340).","ai_generated":true,"unit":"iisd-000905#insight-2","date_modified":"2026-10-23"},{"text":"Even for subsidized kerosene, which is directly determined by the central government, wealthier states received higher allocations than Bihar; for example, Gujarat received INR 371 per person compared to Bihar's INR 257.","ai_generated":true,"unit":"iisd-000905#insight-3","date_modified":"2026-10-23"},{"text":"The scale of under-funding is massive; to achieve parity with Haryana's subsidy transfers for the three years ending March 2014, Bihar would have required an additional compensatory transfer of INR 74,008 crore (USD 11.4 billion), or INR 6,859 per person.","ai_generated":true,"unit":"iisd-000905#insight-4","date_modified":"2026-10-23"}],"climate_tags":["diesel fuel","fiscal policy"],"geography_discussed":["Haryana","Delhi","Punjab","Goa","Jharkhand","Gujarat"],"frame_perspective":[],"analysis_type":["fiscal analysis","comparative study"]},{"id":"cmw-000696","url":"https://climateinsightsdirectory.org/document/cmw-000696","title":"Glimpses from Ground: Analysis of selected CDM projects in India","publisher":{"name":"Carbon Market Watch","organization":"carbon-market-watch"},"document_type":"report","language":"en","date_published":"2013-11-01","source_url":"https://carbonmarketwatch.org/wp-content/uploads/2013/12/Glimpse-from-Ground-Analysis-of-selected-CDM-projects_clean-final.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes 11 CDM projects across five Indian states, concluding that sustainable development through these projects is largely a 'myth'. It finds severe discrepancies between PDD promises and actual impacts, noting that industrial projects often use CER revenue to expand production, leading to increased pollution. Most projects failed to provide promised local employment, healthcare, or education, and some caused significant harm through illegal land acquisition and environmental degradation. Only the Muni Seva Ashram solar community kitchen project was identified as successfully contributing to social, economic, environmental, and technological well-being.","ai_generated":true,"unit":"cmw-000696#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There are systemic discrepancies between the promises made in Project Design Documents (PDDs) and the actual implementation of CDM projects, with the report stating that \"sustainable development through CDM project is a myth\".","ai_generated":true,"unit":"cmw-000696#insight-1","date_modified":"2026-10-23"},{"text":"Industrial projects frequently use Certified Emission Reduction (CER) revenue to fund further manufacturing expansion, which increases the use of natural resources and pollution levels.","ai_generated":true,"unit":"cmw-000696#insight-2","date_modified":"2026-10-23"},{"text":"Local communities generally do not receive the promised economic or employment benefits from both industrial and renewable energy CDM projects.","ai_generated":true,"unit":"cmw-000696#insight-3","date_modified":"2026-10-23"},{"text":"The report identifies a lack of rigor in PDD preparation, noting that many documents appear to be copied from the same consultant without case-by-case analysis, which misleads the public and the Executive Board.","ai_generated":true,"unit":"cmw-000696#insight-4","date_modified":"2026-10-23"},{"text":"Several projects caused direct harm to local livelihoods and health, including gas leakages at SRF Ltd, illegal land acquisition and forced resettlement at Sasan Power, and the loss of grazing land and water sources at the Charnaka solar plant.","ai_generated":true,"unit":"cmw-000696#insight-5","date_modified":"2026-10-23"},{"text":"The Muni Seva Ashram solar community kitchen project is highlighted as a successful example that met all four sustainable development criteria: social, economic, environmental, and technological well-being.","ai_generated":true,"unit":"cmw-000696#insight-6","date_modified":"2026-10-23"}],"climate_tags":["clean development mechanism","sustainable development","renewable energy","wind power","solar energy","bioenergy","afforestation","industrial emission","environmental impact assessment"],"geography_discussed":["Gujarat","Madhya Pradesh","Rajasthan","Haryana","Jharkhand","Chhatisgadh"],"frame_perspective":[],"analysis_type":["case study","field monitoring","policy evaluation"]},{"id":"cdkn-000617","url":"https://climateinsightsdirectory.org/document/cdkn-000617","title":"Making Renewable Energy Markets Work","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"policy brief","language":"en","date_published":null,"source_url":"https://cdkn.org/sites/default/files/files/INDO-UK-Partnership-Renewable-Energy-.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document details the India-UK Energy for Growth Partnership, focusing on four main areas of cooperation: capacity building for legislators, off-grid renewable ventures, the development of the offshore wind market, and the scaling of solar initiatives. It highlights the UK's role in providing technical advisory, financial modeling, and policy frameworks to help India reach its target of 175GW of renewable energy by 2022. Key efforts include the creation of the 'Renewable Energy Local Area Development toolkit' for legislators and the formulation of the National Offshore Wind Energy Policy in 2016.","ai_generated":true,"unit":"cdkn-000617#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"India set a target to achieve 175GW of renewable energy by 2022, supported by a roadmap of regulatory reforms and market-support measures.","ai_generated":true,"unit":"cdkn-000617#insight-1","date_modified":"2026-10-23"},{"text":"The UK has supported Indian state legislators since 2010 to develop decentralized renewable energy policies, leading to the 2017 launch of 'The Renewable Energy Local Area Development toolkit' to help legislators implement RE projects in their constituencies.","ai_generated":true,"unit":"cdkn-000617#insight-2","date_modified":"2026-10-23"},{"text":"UK technical assistance helped formulate India's National Offshore Wind Energy Policy in 2016, with work in Gujarat and Tamil Nadu preparing for the first bidding rounds expected by 2018.","ai_generated":true,"unit":"cdkn-000617#insight-3","date_modified":"2026-10-23"},{"text":"To improve the financial viability of solar energy, the UK launched the 'Capital Market Climate Initiative (CMCI)' in September 2010 to mobilize private finance for low carbon infrastructure in India.","ai_generated":true,"unit":"cdkn-000617#insight-4","date_modified":"2026-10-23"},{"text":"UK-supported pilots for off-grid renewables in Bihar and Uttar Pradesh, such as powering mobile towers, revealed that a lack of risk guarantees limits sector expansion, prompting the UK to explore risk guarantee mechanisms for entrepreneurs.","ai_generated":true,"unit":"cdkn-000617#insight-5","date_modified":"2026-10-23"}],"climate_tags":["renewable energy","solar energy","offshore wind power","climate finance","energy policy","sustainable finance"],"geography_discussed":["United Kingdom","Bihar","Odisha","Jharkhand","Uttar Pradesh","Gujarat","Tamil Nadu","Karnataka","Madhya Pradesh","Punjab","Rajasthan","London"],"frame_perspective":[],"analysis_type":["policy brief"]},{"id":"climstra-000443","url":"https://climateinsightsdirectory.org/document/climstra-000443","title":"Political Economy of Net Zero: India","publisher":{"name":"Climate Strategies","organization":"climate-strategies"},"document_type":"report","language":"en","date_published":null,"source_url":"https://climatestrategies.org/wp-content/uploads/2023/01/Systemic-Net-Zero-Transitions-in-India.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"India aims for net-zero emissions by 2070, with interim 2030 goals including 500 GW of non-fossil fuel capacity and 50% energy requirements from renewables. The transition faces significant hurdles, including a heavy reliance on coal (84% of power generation) and high import dependency for crude oil and solar components. Financial requirements are immense, estimated between USD 5.7 trillion by 2050 and USD 10.1 trillion by 2070. The report emphasizes the need for a 'just transition' to protect the livelihoods of approximately 13 million people dependent on coal mining and to address regional economic imbalances. Opportunities for acceleration include the green hydrogen policy, expansion of offshore wind, and the development of domestic energy storage manufacturing to reduce reliance on China.","ai_generated":true,"unit":"climstra-000443#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"India has committed to achieving net-zero emissions by 2070, with specific 2030 targets to reduce carbon intensity by 45% over 2005 levels, reach 500 GW of non-fossil fuel energy capacity, and source 50% of energy from renewables.","ai_generated":true,"unit":"climstra-000443#insight-1","date_modified":"2026-10-23"},{"text":"The power sector is the primary source of emissions, accounting for 51.7% of the total, and remains heavily dependent on coal, which provided 85% of total generation in 2021-2022.","ai_generated":true,"unit":"climstra-000443#insight-2","date_modified":"2026-10-23"},{"text":"India faces significant energy security risks due to high import dependency, importing 85% of its crude oil and over 80% of its solar energy production components, primarily from China.","ai_generated":true,"unit":"climstra-000443#insight-3","date_modified":"2026-10-23"},{"text":"The financial scale of the transition is massive, with estimates for net-zero by 2070 reaching USD 10.1 trillion, of which the power sector requires USD 8.4 trillion.","ai_generated":true,"unit":"climstra-000443#insight-4","date_modified":"2026-10-23"},{"text":"A just transition is critical as the shift away from fossil fuels could impact the livelihoods of over 13 million people directly and indirectly dependent on coal mining.","ai_generated":true,"unit":"climstra-000443#insight-5","date_modified":"2026-10-23"},{"text":"India is pursuing strategic technological developments, including a green hydrogen policy aiming for 5 million tonnes of production by 2030 and a target to reduce production costs to below $2 per KG.","ai_generated":true,"unit":"climstra-000443#insight-6","date_modified":"2026-10-23"},{"text":"Grid infrastructure remains a weakness, with transmission and distribution losses at 20%, significantly higher than the global average of 6-8%.","ai_generated":true,"unit":"climstra-000443#insight-7","date_modified":"2026-10-23"}],"climate_tags":["Net-zero emissions","renewable energy","Coal phase-out","green hydrogen","Green ammonia","offshore wind power","energy storage","electric vehicle","climate finance","just transition","emission intensity","energy infrastructure","energy security"],"geography_discussed":["People's Republic of China","United States","Chhattisgarh","Jharkhand","Madhya Pradesh","Odisha","Andhra Pradesh","Ladakh","Kutch district"],"frame_perspective":[],"analysis_type":["political economy analysis","investment assessment","policy review"]},{"id":"clipolin-000398","url":"https://climateinsightsdirectory.org/document/clipolin-000398","title":"Role of Carbon Capture, Utilization, and Storage in Decarbonizing India’s Steel Sector","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"report","language":"en","date_published":null,"source_url":"https://www.climatepolicyinitiative.org/wp-content/uploads/2025/12/CCUS-Report-Annexure-Document.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document identifies specific steel clusters in India—including Angul, Rourkela, Raigarh, Raipur, Jamshedpur, Durgapur, and Vizag—and assesses their CO2 emissions against available storage capacities in saline aquifers, coal fields, and basalt formations. It provides a comparative list of global operational CCUS projects and outlines the regulatory and financial support mechanisms for CCUS in the United States, European Union, United Kingdom, and China.","ai_generated":true,"unit":"clipolin-000398#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Jamshedpur cluster in Jharkhand has a total crude steel production capacity of 21 mtpa, resulting in CO2 emissions of nearly 48 mtpa, with 28.8 mtpa amenable for capture and a 30-year storage requirement of 0.86 Gt.","ai_generated":true,"unit":"clipolin-000398#insight-1","date_modified":"2026-10-23"},{"text":"The Vizag Steel plant has a crude steel production capacity of ~7.3 mtpa and CO2 emissions of nearly 15.5 mtpa, with 9.3 mtpa amenable for capture and a 30-year storage requirement of ~0.3 Gt. Storage opportunities within 150 km total 6.43 Gt, primarily in the Krishna-Godavari basin.","ai_generated":true,"unit":"clipolin-000398#insight-2","date_modified":"2026-10-23"},{"text":"The United States utilizes the Inflation Reduction Act and Bipartisan Infrastructure Law to fund CCS, with Section 45Q and 45V credits subsidizing operating costs and the EPA granting Class VI underground injection permits.","ai_generated":true,"unit":"clipolin-000398#insight-3","date_modified":"2026-10-23"},{"text":"The United Kingdom is developing three large CCUS clusters with an investment of USD 25 billion, aiming to capture 20–30 million tonnes of CO2 per year by 2030 and over 50 million tonnes by 2035.","ai_generated":true,"unit":"clipolin-000398#insight-4","date_modified":"2026-10-23"},{"text":"China's National Development and Reform Commission (NDRC) announced six CCUS-related initiatives in April 2024, including projects for Baotou Steel in Inner Mongolia and a coal-fired power plant project by Huaneng.","ai_generated":true,"unit":"clipolin-000398#insight-5","date_modified":"2026-10-23"}],"climate_tags":["iron and steel industry","decarbonization","carbon capture and storage","climate finance","Carbon Border Adjustment Mechanism","emission trading"],"geography_discussed":["Odisha","Chhattisgarh","Jharkhand","West Bengal","United States","European Union","United Kingdom","People's Republic of China","Norway","Canada","United Arab Emirates","Saudi Arabia"],"frame_perspective":[],"analysis_type":["source-sink mapping","cluster analysis","policy review"]},{"id":"ruralele-000184","url":"https://climateinsightsdirectory.org/document/ruralele-000184","title":"State of the Decentralised Renewable Energy Sector in India","publisher":{"name":"Alliance for Renewable Electrification","organization":"alliance-for-renewable-electrification"},"document_type":"report","language":"en","date_published":null,"source_url":"https://www.renewelec.org/wp-content/uploads/2024/03/DRE-SoS-2023-CLEAN-WEFT.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report provides a comprehensive overview of India's decentralised renewable energy (DRE) landscape, detailing deployment statistics, government schemes, and the role of R&D in driving innovation. It highlights the transition of DRE from basic lighting to productive livelihood applications and identifies 'weak-grid' areas as a significant growth market. The document emphasizes the necessity of harmonized international standards to prevent market spoilage and facilitate global trade. It also showcases the 'transformational journeys' of Indian companies expanding into Sub-Saharan Africa, leveraging digital technologies like Pay-as-you-Go (PayG) and standardized mini-grid models to address energy poverty.","ai_generated":true,"unit":"ruralele-000184#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"As of December 31, 2022, India's cumulative deployment of off-grid solar applications included over 10 million solar lanterns, approximately 1.7 million home lights, nearly 945,000 street lights, and over 500,000 solar pumps.","ai_generated":true,"unit":"ruralele-000184#insight-1","date_modified":"2026-10-23"},{"text":"The Indian DRE sector faces a critical shortage of reliable, real-time data, which hinders the ability of users to make informed product choices and obstructs the government's capacity to formulate effective policies.","ai_generated":true,"unit":"ruralele-000184#insight-2","date_modified":"2026-10-23"},{"text":"There is a significant market opportunity for DRE in 'weak-grid' areas—where electricity is inadequate or unreliable—by integrating distributed solar, battery storage, and efficient appliances like Brushless DC (BLDC) motors.","ai_generated":true,"unit":"ruralele-000184#insight-3","date_modified":"2026-10-23"},{"text":"Adopting harmonized international standards, such as those from the IEC, is essential to prevent the entry of sub-standard products, protect consumers, and reduce technical barriers to international trade.","ai_generated":true,"unit":"ruralele-000184#insight-4","date_modified":"2026-10-23"},{"text":"The Ministry of New and Renewable Energy (MNRE) RE-RTD programme, with a budget of INR 228 crore for 2021-2026, supports R&D for technology indigenization and the development of DRE solutions for drinking water, silk processing, and solar pumping.","ai_generated":true,"unit":"ruralele-000184#insight-5","date_modified":"2026-10-23"},{"text":"DRE technologies have a strong positive impact on gender equality in India, with one assessment showing that over 80% of end-users of programme-supported DRE livelihood technologies were women as of August 2022.","ai_generated":true,"unit":"ruralele-000184#insight-6","date_modified":"2026-10-23"},{"text":"Indian DRE companies are successfully expanding into Sub-Saharan Africa by utilizing digital business models like Pay-as-you-Go (PayG) and leveraging experience from the Indian market to deploy mini-grids in countries such as Nigeria and Tanzania.","ai_generated":true,"unit":"ruralele-000184#insight-7","date_modified":"2026-10-23"},{"text":"The report identifies a need for the Indian government to prioritize DRE for thermal energy needs beyond domestic cooking, specifically for industrial and commercial applications requiring temperatures below 80°C.","ai_generated":true,"unit":"ruralele-000184#insight-8","date_modified":"2026-10-23"}],"climate_tags":["photovoltaics","biogas","energy access","energy poverty","climate finance","energy storage","Net-zero emissions","gender equality","clean cooking"],"geography_discussed":["sub-Saharan Africa","Nigeria","Tanzania","Uganda","Kenya","Democratic Republic of the Congo","Meghalaya","Jammu & Kashmir","Uttar Pradesh","Jharkhand","Maharashtra","Nepal"],"frame_perspective":[],"analysis_type":["sectoral assessment","policy review","case study analysis"]},{"id":"wri-000117","url":"https://climateinsightsdirectory.org/document/wri-000117","title":"Integrating Electricity Priorities into Healthcare and Education in India: A Review of National and Subnational Policies","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"research paper","language":"en","date_published":null,"source_url":"https://www.wri.org/research/integrating-electricity-priorities","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The document examines the integration of electricity into social sector policies in India, highlighting a gap between the recognized importance of power for health and education and the actual policy mechanisms to implement it. It identifies a lack of interdepartmental coordination, financial flexibility, and data convergence as primary barriers, noting that some policies inadvertently exclude underserved facilities by making electricity a prerequisite for aid.","ai_generated":true,"unit":"wri-000117#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"While the importance of electricity for health and education outcomes is widely acknowledged in India, particularly in Assam, Jharkhand, and Rajasthan, few policies in these sectors actually integrate electrification due to deficiencies in finance, coordination mechanisms, and information.","ai_generated":true,"unit":"wri-000117#insight-1","date_modified":"2026-10-23"},{"text":"Some health and education policies create a cycle of exclusion by requiring electricity access as a prerequisite for scheme eligibility, which places the burden on the facilities rather than on government departments to provide power.","ai_generated":true,"unit":"wri-000117#insight-2","date_modified":"2026-10-23"},{"text":"Policy integration varies; while some documents mention electricity without operational links, others work in tandem, such as Assam's Energy Vision and its Solar Energy Policy 2017.","ai_generated":true,"unit":"wri-000117#insight-3","date_modified":"2026-10-23"},{"text":"Data silos hinder decision-making, as healthcare data is often difficult to reconcile with other development indicators due to differing administrative units for revenue and health. Tools like NITI Aayog’s Champions of Change dashboard and WRI’s Energy Access Explorer are attempting to gather interdepartmental indicators.","ai_generated":true,"unit":"wri-000117#insight-4","date_modified":"2026-10-23"}],"climate_tags":["clean energy","public policy","solar energy","Sustainable Development Goals"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["policy review"]},{"id":"wri-000681","url":"https://climateinsightsdirectory.org/document/wri-000681","title":"Sustainable Development Impacts of Renewable Power: Insights from Three Indian States","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"research paper","language":"en","date_published":null,"source_url":"https://www.wri.org/research/sustainable-development-impacts-renewable-power-insights-three-indian-states","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The analysis evaluates the economic rate of return (ERR) for solar photovoltaic, small hydropower, and wind energy across three Indian states, incorporating health, water, land, and climate impacts against a coal baseline. It finds that most assessed technologies justify public investment based on an 8 percent social discount rate, with the highest returns occurring in Maharashtra.","ai_generated":true,"unit":"wri-000681#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The economic rate of return (ERR) varied by state and technology, with Maharashtra showing the highest returns across all assessed technologies. Within individual states, the highest returns were found in wind for Maharashtra, solar PV in Jharkhand, and small hydropower in Assam.","ai_generated":true,"unit":"wri-000681#insight-1","date_modified":"2026-10-23"},{"text":"When measured against a social discount rate of 8 percent, all evaluated renewable energy technologies provided a high enough return to justify public investment, with the sole exception of solar PV in Assam.","ai_generated":true,"unit":"wri-000681#insight-2","date_modified":"2026-10-23"},{"text":"ERR estimates are significantly influenced by local conditions, including weather, water scarcity, land-use patterns, and population.","ai_generated":true,"unit":"wri-000681#insight-3","date_modified":"2026-10-23"}],"climate_tags":["photovoltaics","small hydro","wind power","climate impact"],"geography_discussed":["India"],"frame_perspective":[],"analysis_type":["economic assessment","comparative analysis"]}]}