{"query_echo":{"q":"","filters":{"geography":["Bihar"]},"warnings":[]},"total":{"value":69,"relation":"eq"},"page":2,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=Bihar&page=2","next":"https://climateinsightsdirectory.org/api/v1/search?geography=Bihar&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":"rmi-001008","url":"https://climateinsightsdirectory.org/document/rmi-001008","title":"Powering Small-Format Electric Vehicles with Minigrids","publisher":{"name":"RMI","organization":"rmi"},"document_type":"report","language":"en","date_published":"2022-04","source_url":"https://rmi.org/app/uploads/dlm_uploads/2022/04/powering_small_format_electric_vehicles_with_minigrids.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report evaluates the integration of small-format electric vehicles (EVs) with rural minigrids, finding that while EVs can be cost-competitive with petrol alternatives, their success depends on high vehicle utilization and business models tailored to local needs. A Nigeria pilot using a two-wheeler leasing model showed promise, whereas an India pilot using a battery leasing model for three-wheelers failed due to high operational costs and drivers charging via the subsidized grid. Technoeconomic modeling indicates that EV charging can lower minigrid tariffs, particularly when charging occurs during daytime solar production, though the impact is modest unless fleet utilization is significantly increased.","ai_generated":true,"unit":"rmi-001008#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Small-format electric vehicles, specifically two- and three-wheelers, can achieve cost parity or be more cost-competitive than petrol-powered alternatives across a wide range of energy prices on a total cost of ownership (TCO) basis.","ai_generated":true,"unit":"rmi-001008#insight-1","date_modified":"2026-10-23"},{"text":"In the Nigeria pilot, a business model leasing electric two-wheelers (E2Ws) to certified drivers proved feasible, with investments expected to pay back within the vehicle's 10-year lifespan. Payback periods could drop from approximately nine years to four years if daily vehicle utilization increased from 50% to 80%.","ai_generated":true,"unit":"rmi-001008#insight-2","date_modified":"2026-10-23"},{"text":"The India pilot, which leased lithium-ion batteries to electric three-wheeler (E3W) owners at a biogas minigrid, was discontinued because drivers bypassed the minigrid to use cheaper, subsidized grid power near markets, and the operator faced high rural operational costs.","ai_generated":true,"unit":"rmi-001008#insight-3","date_modified":"2026-10-23"},{"text":"Adding EV charging loads to a minigrid increases electricity sales and can lower the tariff required to recoup investment, though the effect is small at low adoption levels. In an optimized Nigerian minigrid, a fleet of five E2Ws reduced the tariff by 1%, while a fleet of 10 vehicles with 80% utilization reduced it by 6%.","ai_generated":true,"unit":"rmi-001008#insight-4","date_modified":"2026-10-23"},{"text":"Daytime charging of EVs is more economically and environmentally beneficial for solar-hybrid minigrids than nighttime charging. Daytime charging reduces costs by 1%–2% due to higher solar utilization and lower diesel use, and can reduce carbon emissions per kWh by 8% in high-load scenarios.","ai_generated":true,"unit":"rmi-001008#insight-5","date_modified":"2026-10-23"},{"text":"Vehicle utilization is the primary driver of revenue and cost advantages for EV operators. The report notes that current models may suffer from range anxiety or insufficient hauling capacity, suggesting that future pilots must prioritize customer research to align vehicle specifications and business models with local needs.","ai_generated":true,"unit":"rmi-001008#insight-6","date_modified":"2026-10-23"}],"climate_tags":["electric vehicle","Mini-grids","battery recycling","total cost of ownership","energy access"],"geography_discussed":["Ogun State","Bihar","Gbamu Gbamu","Munger"],"frame_perspective":[],"analysis_type":["pilot study","technoeconomic modeling","case study"]},{"id":"ember-000437","url":"https://climateinsightsdirectory.org/document/ember-000437","title":"Uttar Pradesh: A State Critical for India’s Energy Transition","publisher":{"name":"Ember","organization":"ember"},"document_type":"report","language":"en","date_published":"2021-12","source_url":"https://ember-energy.org/app/uploads/2024/09/Uttar-Pradesh_A-State-Critical-for-Indias-Energy-Transition_December-2021.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Uttar Pradesh is lagging behind other high-demand Indian states in renewable energy adoption, with only 30% of its 2022 capacity target achieved by October 2021. The state remains heavily dependent on coal, which accounts for approximately 90% of in-state generation, leaving it vulnerable to supply chain disruptions and high costs. IEEFA modelling suggests that if the state meets its 2030 target of 23.5GW of solar, solar power could meet the majority of future electricity demand growth. However, progress is hindered by the financial instability of state-owned distribution companies (Discoms), characterized by high AT&C losses and expensive long-term thermal power purchase agreements. The report recommends retiring old coal plants, expanding distributed solar, and utilizing open market platforms to improve the financial viability of the electricity sector.","ai_generated":true,"unit":"ember-000437#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"As of October 2021, Uttar Pradesh had achieved only 30% of its 14.1GW renewable energy capacity commissioning target for 2022, the lowest performance among the top six power demand states in India.","ai_generated":true,"unit":"ember-000437#insight-1","date_modified":"2026-10-23"},{"text":"The state's electricity sector is dominated by coal, which provides about 90% of in-state generation. This reliance creates vulnerability to external supply shocks, as seen in October 2021 when coal shortages forced the state to buy emergency power at Rs22/kWh.","ai_generated":true,"unit":"ember-000437#insight-2","date_modified":"2026-10-23"},{"text":"If Uttar Pradesh achieves its 2030 target of 23.5GW of solar capacity, solar power is estimated to provide approximately 88% of the state's electricity production growth (about 47 TWh) by FY2029/30.","ai_generated":true,"unit":"ember-000437#insight-3","date_modified":"2026-10-23"},{"text":"The financial health of Uttar Pradesh's distribution companies (Discoms) is severely impacted by high aggregate technical and commercial (AT&C) losses, which reached 37% in FY2020/21.","ai_generated":true,"unit":"ember-000437#insight-4","date_modified":"2026-10-23"},{"text":"The state's progress in solar energy is being undermined by the cancellation of previously awarded power purchase agreements (PPAs) by the Uttar Pradesh New and Renewable Energy Development Agency (UPNEDA) in an attempt to secure lower tariffs.","ai_generated":true,"unit":"ember-000437#insight-5","date_modified":"2026-10-23"},{"text":"The average cost of power from coal plants in Uttar Pradesh (Rs4.5/kWh) is significantly higher than current solar tariffs, which are below Rs2.5/kWh.","ai_generated":true,"unit":"ember-000437#insight-6","date_modified":"2026-10-23"}],"climate_tags":["solar energy","coal-fired power station","power purchase agreement","energy efficiency","distributed solar photovoltaics"],"geography_discussed":["India","Gujarat","Rajasthan","Tamil Nadu","Maharashtra","Madhya Pradesh","Jharkhand","Bihar","Odisha"],"frame_perspective":[],"analysis_type":["policy assessment","financial analysis","energy modelling"]},{"id":"iisd-003079","url":"https://climateinsightsdirectory.org/document/iisd-003079","title":"Implementing Solar Irrigation Sustainably","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"guide","language":"en","date_published":"2021-12","source_url":"https://www.iisd.org/system/files/2021-12/implementing-solar-irrigation-sustainably.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document outlines a framework for the sustainable deployment of solar irrigation in India, focusing on the water-energy-food (WEF) nexus. It provides detailed guidance across five key areas: inter-departmental coordination, financing and affordability, beneficiary targeting, infrastructure support, and monitoring and evaluation (M&E). The guide emphasizes the need to protect groundwater resources, support small and marginal farmers, and transition away from high-subsidy models through innovative financing and ownership structures.","ai_generated":true,"unit":"iisd-003079#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Sustainable implementation of solar irrigation requires horizontal coordination between at least six state agencies, including renewable energy development agencies, agriculture and horticulture departments, DISCOMs, water resources departments, rural development departments, and finance departments.","ai_generated":true,"unit":"iisd-003079#insight-1","date_modified":"2026-10-23"},{"text":"To address the high upfront capital costs of solar pumps, states should move away from a 'high subsidy' model by using bulk procurement to achieve economies of scale, establishing loan default guarantee funds to reduce bank risk, and providing interest subventions.","ai_generated":true,"unit":"iisd-003079#insight-2","date_modified":"2026-10-23"},{"text":"Alternative ownership models can increase accessibility for low-income farmers; these include community-ownership (shared by collectives), entrepreneurship models (village-level entrepreneurs selling water), and irrigation-as-a-service models.","ai_generated":true,"unit":"iisd-003079#insight-3","date_modified":"2026-10-23"},{"text":"Effective targeting is necessary to prevent groundwater depletion and ensure equity. Standalone pumps should be prioritized in areas with poor grid access and adequate water, while grid-connected pumps should be targeted where electric pump usage is high.","ai_generated":true,"unit":"iisd-003079#insight-4","date_modified":"2026-10-23"},{"text":"To ensure social equity, eligibility rules should be relaxed to allow tenant farmers and women to participate, and a specific quota of pumps should be reserved for small and marginal farmers.","ai_generated":true,"unit":"iisd-003079#insight-5","date_modified":"2026-10-23"},{"text":"Water use efficiency can be improved by bundling solar pumps with micro-irrigation technologies like drip and sprinkler systems, and by leveraging surface water sources to reduce groundwater pressure.","ai_generated":true,"unit":"iisd-003079#insight-6","date_modified":"2026-10-23"},{"text":"For grid-connected pumps, states should deploy smart meters and bidirectional metering to enable farmers to become 'prosumers' who sell excess electricity back to the grid, thereby increasing their income.","ai_generated":true,"unit":"iisd-003079#insight-7","date_modified":"2026-10-23"},{"text":"The use of 'watchdog transformers' with smart meters can address the 'free-rider' challenge in grid-connected schemes by monitoring and remotely disconnecting non-participating farmers who overdraw electricity.","ai_generated":true,"unit":"iisd-003079#insight-8","date_modified":"2026-10-23"},{"text":"Monitoring and evaluation (M&E) should utilize Solar Energy Data Management (SEDM) platforms for technical data, but must be supplemented by representative farmer surveys and groundwater assessments to capture social and environmental impacts.","ai_generated":true,"unit":"iisd-003079#insight-9","date_modified":"2026-10-23"}],"climate_tags":["agricultural productivity","climate finance","energy transition"],"geography_discussed":["Andhra Pradesh","Gujarat","Rajasthan","Haryana","Jharkhand","Uttar Pradesh","Chhattisgarh","Bihar","Odisha","Punjab","Maharashtra","Karnataka","West Bengal","Assam"],"frame_perspective":[],"analysis_type":["policy guidebook","implementation framework"]},{"id":"clipolin-000250","url":"https://climateinsightsdirectory.org/document/clipolin-000250","title":"Cooling as a Service with Virtual Cold Chain Assistant","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"fact sheet","language":"en","date_published":"2021-10-04","source_url":"https://www.climatepolicyinitiative.org/publication/cooling-as-a-service-with-virtual-cold-chain-assistant/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document outlines a CaaS model using the 'Your Virtual Cold Chain Assistant' (Your VCCA) app to provide smallholder farmers in India with sustainable cooling facilities without upfront costs. The initiative aims to reduce food waste, which currently exceeds 40% of food produced in India, and increase farmer revenues by over 35%. A pilot program is scheduled for 2021-2022 in Bihar and Himachal Pradesh to demonstrate economic viability. The model targets the benefit of 1.5 million farmers, the abatement of 100,000 units of CO2, and the mobilization of USD 200 million for decentralized cold room projects within four years.","ai_generated":true,"unit":"clipolin-000250#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"India experiences food waste of more than 40% of produced food across farm, transport, and retail levels. Implementing cold storage is estimated to increase farmer revenues by more than 35%.","ai_generated":true,"unit":"clipolin-000250#insight-1","date_modified":"2026-10-23"},{"text":"The CaaS model, supported by the 'Your Virtual Cold Chain Assistant' (Your VCCA) app, uses machine learning and physics-based food modeling to allow smallholder farmers to access cooling via servitization, removing upfront costs.","ai_generated":true,"unit":"clipolin-000250#insight-2","date_modified":"2026-10-23"},{"text":"The project targets significant scale within four years: benefiting 1.5 million farmers, abating 100,000 units of CO2, and mobilizing USD 200 million for decentralized cold room projects. For solar-powered cold rooms, project and equity returns could exceed 27% and 43% respectively, based on specific revenue and utilization assumptions.","ai_generated":true,"unit":"clipolin-000250#insight-3","date_modified":"2026-10-23"}],"climate_tags":["food waste","smallholder"],"geography_discussed":["Bihar","Himachal Pradesh"],"frame_perspective":[],"analysis_type":["economic analysis","policy proposal"]},{"id":"clipolin-000635","url":"https://climateinsightsdirectory.org/document/clipolin-000635","title":"Cooling as a Service (CaaS) LAB INSTRUMENT ANALYSIS—INDIA REPLICATION","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"report","language":"en","date_published":"2021-10","source_url":"https://www.climatepolicyinitiative.org/wp-content/uploads/2021/10/Instrument-Analysis-Report_CaaS.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report proposes a 'Cooling as a Service' (CaaS) model to increase smallholder farmer incomes in India by providing pay-as-you-go access to decentralized, clean-energy cold storage. This model, supported by the 'Your Virtual Cold Chain Assistant' (VCCA) mobile app, aims to reduce food waste and allow farmers to sell produce during high-price windows. Financial modeling for apple farmers in Himachal Pradesh suggests that CaaS can increase farmer incomes by 36% and provide project internal rates of return (IRR) exceeding 22.5%. The initiative targets the mobilization of USD 200 million and the benefit of 1.5 million farmers by the replication phase.","ai_generated":true,"unit":"clipolin-000635#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"India's existing cold storage infrastructure is insufficient for smallholder farmers because it is dominated by large-scale, centrally-located facilities, with potato storage alone utilizing 70% of the capacity.","ai_generated":true,"unit":"clipolin-000635#insight-1","date_modified":"2026-10-23"},{"text":"The CaaS model removes the barrier of high upfront capital costs by allowing farmers to pay for cold storage on a pay-as-you-go basis, charging per kg-day of stored commodities.","ai_generated":true,"unit":"clipolin-000635#insight-2","date_modified":"2026-10-23"},{"text":"The 'Your Virtual Cold Chain Assistant' (VCCA) app uses machine-learning and physics-based models to predict crop shelf life and provide pricing analytics to help farmers optimize when and where to sell produce.","ai_generated":true,"unit":"clipolin-000635#insight-3","date_modified":"2026-10-23"},{"text":"Financial modeling for apple farmers in Himachal Pradesh indicates that using cold storage can increase effective farmer income per acre from INR 240,000 to INR 326,800, representing a 36% increase.","ai_generated":true,"unit":"clipolin-000635#insight-4","date_modified":"2026-10-23"},{"text":"Project-level financial analysis suggests that cold room providers can achieve a Project IRR of 22.5% and an Equity IRR of 31.1%, with returns increasing to an Equity IRR of 43.2% if the provider is also the manufacturer.","ai_generated":true,"unit":"clipolin-000635#insight-5","date_modified":"2026-10-23"},{"text":"The initiative plans to scale from a pilot phase (2021-22) to a replication phase (2025 and beyond), aiming to benefit 1.5 million farmers, abate 100,000 MTCO2e, and mobilize USD 200 million in capital.","ai_generated":true,"unit":"clipolin-000635#insight-6","date_modified":"2026-10-23"}],"climate_tags":["distributed generation","energy access","solar energy","biomass","food waste","food system","climate finance","greenhouse gas emissions"],"geography_discussed":["Himachal Pradesh","Bihar","Nevra Bazaar","Muzzaffarpur"],"frame_perspective":[],"analysis_type":["financial modeling","instrument analysis","impact assessment"]},{"id":"clipolin-001158","url":"https://climateinsightsdirectory.org/document/clipolin-001158","title":"Investing in Nature to Build Back Better Partners Synthesis Report","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"report","language":"en","date_published":"2021-06","source_url":"https://www.climatepolicyinitiative.org/wp-content/uploads/2021/06/Investing-in-Nature-to-Build-Back-Better.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report argues that India's post-pandemic recovery should prioritize 'building back better' by investing in natural capital and nature-based solutions (NbS). It examines the role of public and private finance, the need for a green finance taxonomy, and the importance of integrating biodiversity values into agriculture, infrastructure, and sub-national climate action plans. Key focus areas include land restoration targets, the conservation of wetlands within the Central Asian Flyway, and the mitigation of illegal wildlife trade.","ai_generated":true,"unit":"clipolin-001158#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"India has set a target to restore 26 million hectares of degraded lands by 2030, which has the potential to create 4-5 million jobs.","ai_generated":true,"unit":"clipolin-001158#insight-1","date_modified":"2026-10-23"},{"text":"Land degradation causes a significant economic loss for India, estimated at 2.5% of its annual economic output.","ai_generated":true,"unit":"clipolin-001158#insight-2","date_modified":"2026-10-23"},{"text":"The 15th Finance Commission increased the weightage of forest cover in the tax devolution formula from 7.5% to 10% for the year 2021, resulting in transfers of approximately USD 11.5 billion (INR 85,518 Crores) to states.","ai_generated":true,"unit":"clipolin-001158#insight-3","date_modified":"2026-10-23"},{"text":"There is a significant funding gap for biodiversity conservation in India, with an annual requirement of USD 16.5 billion compared to an available USD 10 billion.","ai_generated":true,"unit":"clipolin-001158#insight-4","date_modified":"2026-10-23"},{"text":"The Mahatma Gandhi National Rural Employment Guarantee Scheme (MGNREGS) is identified as a primary tool for mainstreaming biodiversity and land restoration, particularly through soil and water conservation and plantations.","ai_generated":true,"unit":"clipolin-001158#insight-5","date_modified":"2026-10-23"},{"text":"India's role in the Central Asian Flyway (CAF) is critical, as nearly 71% of the flyway's migratory waterbirds use India as a stopover site.","ai_generated":true,"unit":"clipolin-001158#insight-6","date_modified":"2026-10-23"},{"text":"Conviction rates for wildlife crimes in India are extremely low, at less than 2.5%, due to factors such as under-resourced forensics and the perception of the crime as a low priority.","ai_generated":true,"unit":"clipolin-001158#insight-7","date_modified":"2026-10-23"},{"text":"The report suggests that India's economic stimulus package is largely supply-side focused and lacks a 'green' orientation, with only approximately 1.5% of the package directly supporting green projects.","ai_generated":true,"unit":"clipolin-001158#insight-8","date_modified":"2026-10-23"},{"text":"State Action Plans on Climate Change (SAPCCs) in India have historically struggled with a lack of robust institutional mechanisms, outcome-based financing, and integration into sectoral planning.","ai_generated":true,"unit":"clipolin-001158#insight-9","date_modified":"2026-10-23"},{"text":"Linear infrastructure development in India often leads to habitat fragmentation; the report advocates for a 'landscape approach' to identify corridors for animal movement over the next 20 to 30 years.","ai_generated":true,"unit":"clipolin-001158#insight-10","date_modified":"2026-10-23"}],"climate_tags":["biodiversity conservation","ecological restoration","nature-based solutions","sustainable finance","land degradation","sustainable agriculture","climate finance","green economy"],"geography_discussed":["Siberia","South Korea","European Union","People's Republic of China","Denmark","Germany","Chile","Andhra Pradesh","Maharashtra","Sikkim","Tamil Nadu","Haryana","Punjab","West Bengal","Bihar","Manipur","Uttarakhand","Puducherry","Indonesia","Sri Lanka"],"frame_perspective":[],"analysis_type":["policy analysis","financial assessment","synthesis report"]},{"id":"iisd-001754","url":"https://climateinsightsdirectory.org/document/iisd-001754","title":"Mapping India’s Energy Subsidies 2021","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2021","source_url":"https://www.iisd.org/system/files/2021-07/mapping-india-energy-subsidies-2021-annex.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document details updates to six specific energy subsidies in India, covering electric buses, energy conservation, regional fuel support, natural gas infrastructure, and hydrocarbon research. It provides financial data from FY 2014 to FY 2020, highlighting a significant increase in the cost of concessional GST for electric buses and substantial spending on the Phulpur Dhamra Haldia Pipeline Project and the National Seismic Programme.","ai_generated":true,"unit":"iisd-001754#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The concessional GST on electric buses, aimed at reducing market costs, saw a sharp increase in conferred subsidy amounts from 0.6 INR crore in FY 2014 to 127.9 INR crore in FY 2020. Electric vehicles are subject to a 12% GST rate, whereas fossil fuel vehicles are taxed at 28%.","ai_generated":true,"unit":"iisd-001754#insight-1","date_modified":"2026-10-23"},{"text":"The Phulpur Dhamra Haldia Pipeline Project, which involves building a 2,539 km natural gas pipeline to connect Uttar Pradesh, Bihar, Jharkhand, Odisha, and West Bengal to the National Gas Grid, received 1,552 INR crore (219 USD million) in subsidies in FY 2020.","ai_generated":true,"unit":"iisd-001754#insight-2","date_modified":"2026-10-23"},{"text":"The National Seismic Programme (NSP), launched in 2016 to improve the understanding of India's hydrocarbon potential and domestic exploration (specifically in the Mahanadi basin), received 530 INR crore (75 USD million) in FY 2020.","ai_generated":true,"unit":"iisd-001754#insight-3","date_modified":"2026-10-23"},{"text":"The Central government provides additional support to the northeastern region through regulated fuel prices to promote industrial development, with the subsidy amount in FY 2020 recorded at 643 INR crore (91 USD million).","ai_generated":true,"unit":"iisd-001754#insight-4","date_modified":"2026-10-23"},{"text":"Under the Energy Conservation Act 2001, the Bureau of Energy Efficiency (BEE) and the Ministry of Power implement schemes for energy efficiency in household lighting, commercial buildings, appliance labelling, and demand-side management in municipalities and agriculture, with FY 2020 spending reaching 96 INR crore (14 USD million).","ai_generated":true,"unit":"iisd-001754#insight-5","date_modified":"2026-10-23"}],"climate_tags":["electric vehicle","energy efficiency","natural gas","energy subsidy"],"geography_discussed":["Uttar Pradesh","Bihar","Jharkhand","Odisha","West Bengal"],"frame_perspective":[],"analysis_type":["financial analysis","policy review"]},{"id":"cdkn-000424","url":"https://climateinsightsdirectory.org/document/cdkn-000424","title":"Fostering peri-urban resilience: Gender-responsive approaches in northern India","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"case study","language":"en","date_published":"2020-09","source_url":"https://cdkn.org/sites/default/files/files/CDKN-gender-smart-climate-smart-peri-urban-development-FINAL.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the vulnerability of agriculture-based livelihoods to climate hazards in peri-urban Gorakhpur and argues that climate-resilient development requires gender-responsive strategies. It identifies structural governance gaps, such as the lack of gender sensitisation in urban local bodies and the siloed management of urban, peri-urban, and rural areas, as barriers to inclusive resilience. The report advocates for a two-pronged strategy: sensitising policy-makers and planners while engaging diverse social groups, particularly women, through participatory methods and community-based institutions to ensure their needs and priorities are addressed in climate-compatible development.","ai_generated":true,"unit":"cdkn-000424#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Agriculture-based livelihoods in the peri-urban areas of Gorakhpur city are highly vulnerable to climate hazards, with farmers facing longer summers, harsher winters, and less predictable rains.","ai_generated":true,"unit":"cdkn-000424#insight-1","date_modified":"2026-10-23"},{"text":"Current Indian urban policies, including the Smart Cities Mission and the Atal Mission for Rejuvenation and Urban Transformation (AMRUT), treat urban populations as a homogeneous group, failing to account for differences in class, age, gender, and spatial location that affect vulnerability to climate hazards.","ai_generated":true,"unit":"cdkn-000424#insight-2","date_modified":"2026-10-23"},{"text":"Structural governance challenges in India hinder women's participation in climate-resilient development, including a lack of gender sensitisation in urban local bodies and gender-blind selection processes for civil servants and representatives.","ai_generated":true,"unit":"cdkn-000424#insight-3","date_modified":"2026-10-23"},{"text":"The governance of urban, peri-urban, and rural areas is conducted in silos despite these areas existing on a continuum, which leads to unrestricted construction that increases the urban heat island effect and run-off.","ai_generated":true,"unit":"cdkn-000424#insight-4","date_modified":"2026-10-23"},{"text":"Women's roles as stewards of natural resources are often overlooked in policy-making and development practice, despite the fact that livelihoods dependent on environmental resources are largely women's work.","ai_generated":true,"unit":"cdkn-000424#insight-5","date_modified":"2026-10-23"},{"text":"The Gorakhpur Environmental Action Group (GEAG) has successfully used adapted Participatory Urban Appraisals and community-based institutions to amplify women's voices and ensure their priorities are integrated into climate-compatible development.","ai_generated":true,"unit":"cdkn-000424#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate resilience","agriculture","urban heat island","natural resource management","urban planning","gender equality"],"geography_discussed":["New Delhi","Bihar"],"frame_perspective":[],"analysis_type":["case study"]},{"id":"iisd-001248","url":"https://climateinsightsdirectory.org/document/iisd-001248","title":"IMPACTS OF COVID-19 ON THE ELECTRICITY SECTOR: HOW CAN STATES MAKE THE MOST OF THE STIMULUS ON OFFER?","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"briefing","language":"en","date_published":"2020-06-30","source_url":"https://www.iisd.org/sites/default/files/2020-07/covid-19-electricity-sector-india.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document details the financial distress caused by COVID-19 in India's electricity sector, specifically the revenue losses of DISCOMs and the payment delays affecting power producers. It outlines a stimulus package of INR 90,000 crore for DISCOMs and lists specific loan terms from PFC-REC, including a 10-year loan period and requirements for digital payment and smart meter installation. The briefing also highlights best practices in billing and collection adopted by states like Odisha, Gujarat, Bihar, and Rajasthan to mitigate losses.","ai_generated":true,"unit":"iisd-001248#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"COVID-19 caused a general decline in power demand and a significant drop in revenue for distribution companies (DISCOMs), which was further exacerbated by government measures to support consumers. As of April 2020, overdue payments reached INR 110,835 crore, with the highest overdues occurring in Andhra Pradesh, Karnataka, Rajasthan, Telangana, Tamil Nadu, and Uttar Pradesh.","ai_generated":true,"unit":"iisd-001248#insight-1","date_modified":"2026-10-23"},{"text":"DISCOMs face severe operational inefficiencies, with an average AT&C loss of 19.08% and an average ACoS-ARR gap of INR 0.41 per unit. Specifically, 23 DISCOMs reported AT&C losses exceeding the 15% limit, with 10 reporting losses above 30%.","ai_generated":true,"unit":"iisd-001248#insight-2","date_modified":"2026-10-23"},{"text":"The government announced a stimulus package of INR 90,000 crore for DISCOMs. Additionally, PFC-REC loan terms include a 10-year loan period (with a maximum 3-year moratorium) and pre-commitment conditions such as enabling digital payments, installing smart meters in government departments, and ensuring monthly or quarterly subsidy payments from state governments.","ai_generated":true,"unit":"iisd-001248#insight-3","date_modified":"2026-10-23"},{"text":"Thermal power producers (TPPs) and renewable energy producers (REPs) both suffered from delayed payments from DISCOMs. TPPs were supported by loan payment moratoriums and the mandate of fixed charges, while REPs received extensions on completion dates and the reinforcement of their 'must-run' status.","ai_generated":true,"unit":"iisd-001248#insight-4","date_modified":"2026-10-23"}],"climate_tags":["electric power industry","renewable energy","climate finance","energy policy"],"geography_discussed":["Andhra Pradesh","Karnataka","Rajasthan","Telangana","Tamil Nadu","Uttar Pradesh","Odisha","Gujarat","Bihar"],"frame_perspective":[],"analysis_type":["impact assessment","policy evaluation"]},{"id":"cdkn-000584","url":"https://climateinsightsdirectory.org/document/cdkn-000584","title":"Groundbreaking climate-smart agricultural model empowers rural women in Maharashtra","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"case study","language":"en","date_published":"2020-05","source_url":"https://cdkn.org/sites/default/files/files/Gender-Maharashtra-case-study-2.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document details a climate-smart agricultural model in Maharashtra, India, that empowers rural women by combining sustainable farming techniques, financial support, and capacity building. Since 2015, 41,000 women have adopted the model, managing 30,000 acres of dry land through organic farming and water conservation. The approach has increased crop yields by 25%, raised incomes by 25%, and saved households approximately US$497 annually. Key components include the use of local seeds, biopesticides, drip irrigation, and the creation of a community-resilient fund. The model has since scaled to over 60,000 women across 810 villages in Maharashtra and has been replicated in Bihar and Odisha.","ai_generated":true,"unit":"cdkn-000584#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"A comprehensive strategy integrating agricultural techniques, livelihood diversification, social factors, and innovative finance can elevate the status of women as farmers, which in turn improves household socio-economic status and resilience to climate change.","ai_generated":true,"unit":"cdkn-000584#insight-1","date_modified":"2026-10-23"},{"text":"The implementation of the climate-smart model led to measurable agricultural and economic gains: crop yields increased by 25% through organic inputs and mixed-cropping, and women's incomes rose by 25% due to improved sales and marketing strategies.","ai_generated":true,"unit":"cdkn-000584#insight-2","date_modified":"2026-10-23"},{"text":"The model achieved scale and impact by combining technical training in resilience practices with financial mechanisms and institutional partnerships.","ai_generated":true,"unit":"cdkn-000584#insight-3","date_modified":"2026-10-23"},{"text":"Specific operational successes included the creation of a 500-member cadre of women-farmer leaders for knowledge transfer, a mentoring scheme, and a community-resilient fund for loans.","ai_generated":true,"unit":"cdkn-000584#insight-4","date_modified":"2026-10-23"}],"climate_tags":["Climate-smart agriculture","drought","organic agriculture","water conservation","climate finance"],"geography_discussed":["Bihar","Odisha"],"frame_perspective":[],"analysis_type":["case study"]},{"id":"clipolin-000425","url":"https://climateinsightsdirectory.org/document/clipolin-000425","title":"Developing a roadmap to a flexible, low‐carbon Indian electricity system","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"executive summary","language":"en","date_published":"2020-02","source_url":"https://www.climatepolicyinitiative.org/wp-content/uploads/2020/08/CPI-India-flexibility-25-August-2020-Executive-summary-1.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report argues that flexibility needs in India's electricity system are growing faster than energy demand, particularly under high renewable energy scenarios. It finds that a balanced portfolio of demand-side flexibility, powerplant upgrades, and energy storage can reduce total system costs by 5% to 8% and carbon emissions by 8% to 12% compared to a base case. The analysis highlights regional disparities, noting that states like Karnataka and Tamil Nadu face higher curtailment risks, and emphasizes the need for updated market designs, business models, and infrastructure to unlock these flexibility options.","ai_generated":true,"unit":"clipolin-000425#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Flexibility requirements in India are increasing at a rate that exceeds the growth of energy demand, especially in scenarios with accelerated renewable energy deployment. In high renewable energy scenarios, several types of flexibility needs grow two to three times faster than electricity demand.","ai_generated":true,"unit":"clipolin-000425#insight-1","date_modified":"2026-10-23"},{"text":"A lack of additional flexibility resources could soon hinder the growth of the energy system and jeopardize India's progress in improving power quality and reducing involuntary load shedding.","ai_generated":true,"unit":"clipolin-000425#insight-2","date_modified":"2026-10-23"},{"text":"India possesses sufficient potential flexibility options across demand-side solutions, powerplant responsiveness, and storage to meet future needs, with daily balancing needs of approximately 870GWh/day potentially met by nearly 2,000GWh/day of available resources by 2030.","ai_generated":true,"unit":"clipolin-000425#insight-3","date_modified":"2026-10-23"},{"text":"Implementing a balanced portfolio of flexibility—combining demand, powerplant, and storage options—is more cost-effective than the current energy mix. This approach reduces total system costs by 5% under current renewable deployment rates and by 8% in high renewable energy scenarios, while lowering carbon emissions by 8% to 12% and reducing curtailment by 82% to 97%.","ai_generated":true,"unit":"clipolin-000425#insight-4","date_modified":"2026-10-23"},{"text":"Flexibility needs vary by region; states with high renewable energy penetration, such as Karnataka and Tamil Nadu, face greater challenges. Without interstate transfers and flexibility improvements, these states could see 15%-20% of renewable generation curtailed by 2030, compared to a national average of 6%.","ai_generated":true,"unit":"clipolin-000425#insight-5","date_modified":"2026-10-23"},{"text":"To achieve flexibility goals, India must evolve its electricity system across several dimensions, including data collection on consumer patterns, technology for cost-reducing storage, transmission infrastructure, new business models for monetising flexibility, and aligned incentives.","ai_generated":true,"unit":"clipolin-000425#insight-6","date_modified":"2026-10-23"}],"climate_tags":["renewable energy","solar energy","wind power","demand response","energy storage","decarbonization","electric power transmission"],"geography_discussed":["Karnataka","Tamil Nadu","Uttar Pradesh","Bihar"],"frame_perspective":[],"analysis_type":["cost-benefit analysis","scenario modelling","policy assessment"]},{"id":"clipolin-001064","url":"https://climateinsightsdirectory.org/document/clipolin-001064","title":"Developing a roadmap to a flexible, low‐carbon Indian electricity system","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"report","language":"en","date_published":"2020-02","source_url":"https://www.climatepolicyinitiative.org/wp-content/uploads/2020/08/CPI-India-flexibility-25-August-2020-full-report-1.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report argues that India's flexibility needs are growing faster than its energy demand, which could impede the deployment of renewable energy if not addressed. It identifies three primary flexibility resources: demand-side response (e.g., agricultural pumping, air conditioning, and industrial loads), improved thermal and hydroelectric powerplant operations, and energy storage (specifically lithium-ion batteries and pumped hydro). The analysis demonstrates that a 'balanced portfolio' combining these resources can reduce total system electricity costs by 5% to 8% and carbon emissions by 8% to 12% compared to a base case. Regional analysis shows that states like Karnataka and Tamil Nadu face more acute ramping and seasonal flexibility challenges due to high solar and wind penetration, while Uttar Pradesh could potentially export flexibility. The report concludes that achieving these goals requires significant reforms in market design, data collection, infrastructure, and business models.","ai_generated":true,"unit":"clipolin-001064#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Flexibility needs in India are increasing at a rate significantly higher than total energy demand. Under a high renewable energy scenario, daily balancing needs are projected to grow 6.3 times by 2030, while total energy demand is expected to roughly double.","ai_generated":true,"unit":"clipolin-001064#insight-1","date_modified":"2026-10-23"},{"text":"A balanced portfolio of demand, powerplant, and storage flexibility options is the most cost-effective approach, reducing total system electricity costs by 5% under current renewable deployment rates and by 8% in a high renewable energy scenario.","ai_generated":true,"unit":"clipolin-001064#insight-2","date_modified":"2026-10-23"},{"text":"The implementation of a balanced flexibility portfolio can lead to an 8% to 12% reduction in carbon emissions and a decrease in renewable energy curtailment by 82% to 97%.","ai_generated":true,"unit":"clipolin-001064#insight-3","date_modified":"2026-10-23"},{"text":"Demand-side flexibility represents a significant low-cost resource. By 2030, sectors such as industry, agriculture, and cooling could provide a potential flexible load between 40GW and 180GW, potentially meeting 42% of ramping needs and 18% of daily shifting requirements.","ai_generated":true,"unit":"clipolin-001064#insight-4","date_modified":"2026-10-23"},{"text":"India's existing coal fleet has the potential to provide 107GW of flexibility capacity, although approximately 20GW of this would require significant investment and plant upgrades.","ai_generated":true,"unit":"clipolin-001064#insight-5","date_modified":"2026-10-23"},{"text":"The cost of stationary lithium-ion battery storage systems in India is forecast to decline by up to 75% by 2030, with global total costs projected to drop from $587/kWh in 2017 to $142/kWh in 2030.","ai_generated":true,"unit":"clipolin-001064#insight-6","date_modified":"2026-10-23"},{"text":"Regional disparities in flexibility needs are pronounced. Karnataka is expected to see ramping needs rise to 30% of peak demand by 2030, while Tamil Nadu faces severe seasonal flexibility challenges due to wind generation peaking during the monsoon.","ai_generated":true,"unit":"clipolin-001064#insight-7","date_modified":"2026-10-23"},{"text":"Uttar Pradesh is identified as a potential exporter of flexibility due to its large industrial base and agricultural energy use, provided that appropriate markets and transmission infrastructure are developed.","ai_generated":true,"unit":"clipolin-001064#insight-8","date_modified":"2026-10-23"},{"text":"Bihar faces critical supply disruptions and high levels of involuntary load shedding; improving its flexibility is essential for achieving 24x7 power access and reliability.","ai_generated":true,"unit":"clipolin-001064#insight-9","date_modified":"2026-10-23"}],"climate_tags":["wide area synchronous grid","demand response","energy storage","carbon dioxide emissions","electric power transmission","solar energy","wind power"],"geography_discussed":["Tamil Nadu","Karnataka","Uttar Pradesh","Bihar"],"frame_perspective":[],"analysis_type":["scenario analysis","cost-benefit analysis","regional case studies","portfolio modelling"]},{"id":"seforall-000264","url":"https://climateinsightsdirectory.org/document/seforall-000264","title":"CHILLING PROSPECTS TRACKING SUSTAINABLE COOLING FOR ALL 2020","publisher":{"name":"Sustainable Energy for All","organization":"sustainable-energy-for-all"},"document_type":"report","language":"en","date_published":"2020","source_url":"https://www.seforall.org/system/files/2020-07/CP-2020-SEforALL.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies that 1.02 billion people among the rural and urban poor across 54 high-impact countries remain at high risk due to a lack of access to cooling in 2020. It highlights a 'productivity penalty' where heat stress is estimated to cause an annual economic loss of USD 630 billion across these countries, with significant impacts on the agricultural sector. The document also examines how the COVID-19 pandemic exacerbated these vulnerabilities, particularly regarding the medical cold chain for vaccines and food security. To address these challenges, it proposes a sustainable cooling framework based on three needs (comfort & safety, food & nutrition, health & care), five solution approaches (protect, reduce, shift, improve, leverage), and four solution pillars (technology, services, policy, financial).","ai_generated":true,"unit":"seforall-000264#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In 2020, 1.02 billion people among the rural and urban poor across 54 high-impact countries are at high risk due to lack of cooling access, consisting of 318 million rural poor and 699 million urban poor.","ai_generated":true,"unit":"seforall-000264#insight-1","date_modified":"2026-10-23"},{"text":"A separate risk is posed by 2.2 billion lower-middle income people who, due to limited purchasing options, are likely to choose inefficient cooling devices, potentially increasing energy demand and greenhouse gas emissions.","ai_generated":true,"unit":"seforall-000264#insight-2","date_modified":"2026-10-23"},{"text":"The lack of sustainable cooling creates a significant economic 'productivity penalty'; across 54 high-impact countries, the estimated annual economic loss due to heat stress is USD 630 billion, with USD 301 billion occurring in the agricultural sector.","ai_generated":true,"unit":"seforall-000264#insight-3","date_modified":"2026-10-23"},{"text":"Heat stress is projected to cause massive job losses by 2030, with 73.7 million full-time jobs expected to be lost in high-impact countries, including 34 million in India alone.","ai_generated":true,"unit":"seforall-000264#insight-4","date_modified":"2026-10-23"},{"text":"The COVID-19 pandemic created urgent cooling needs for vaccine delivery, as nearly half of vaccine candidates in Phase 1 or later trials require a -80°C cold chain, which is currently lacking in low-income countries.","ai_generated":true,"unit":"seforall-000264#insight-5","date_modified":"2026-10-23"},{"text":"In Africa, the rural poor are the most vulnerable, accounting for 64 percent of the total number of rural poor globally at risk, while urban poor in high-impact African countries represent 43 percent of urban dwellers.","ai_generated":true,"unit":"seforall-000264#insight-6","date_modified":"2026-10-23"},{"text":"In Asia and the Middle East, cooling risks are shifting toward cities; the number of urban poor at risk grew by 12 million between 2019 and 2020, reaching 484 million across 16 high-impact countries.","ai_generated":true,"unit":"seforall-000264#insight-7","date_modified":"2026-10-23"},{"text":"A case study on India reveals that national data can mask sub-national vulnerabilities; for example, Rajasthan faces acute risks from temperature spikes exceeding 50°C, while Bihar's vulnerability stems from sustained high temperatures and higher rural poverty.","ai_generated":true,"unit":"seforall-000264#insight-8","date_modified":"2026-10-23"},{"text":"Sustainable cooling is defined not as a device in every home, but as a combination of technology (passive and active), services (preparational and operational), policy (regulatory, information, and incentives), and financial solutions.","ai_generated":true,"unit":"seforall-000264#insight-9","date_modified":"2026-10-23"}],"climate_tags":["heat stress","energy efficiency","passive cooling","nature-based solutions","greenhouse gas emissions","energy access","climate change adaptation","urban heat island","agricultural productivity","climate finance"],"geography_discussed":["India","Africa","Asia","Middle East","Latin America and the Caribbean","Nigeria","People's Republic of China","Brazil","Rajasthan","Bihar"],"frame_perspective":[],"analysis_type":["vulnerability assessment","economic impact analysis","policy framework development"]},{"id":"wwf-000378","url":"https://climateinsightsdirectory.org/document/wwf-000378","title":"Energy Options Assessment","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"report","language":"en","date_published":"2020","source_url":"https://www.worldwildlife.org/documents/799/35lxjui63u_USAID_Paani_Energy_Options_Assessment_Report_final.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report evaluates Nepal's future energy options, finding that while hydropower remains central, integrating wind, solar, and battery storage can enhance system flexibility and support river conservation. Using the SWITCH model, the study demonstrates that strategic conservation of rivers, such as the Karnali basin, can be achieved with minimal impact on overall system costs. It also highlights the risks of relying solely on hydropower, noting that such a strategy increases costs by 10.7% and requires significant overbuilding of capacity to meet dry-season demand. The analysis further indicates that imports from India are critical for affordability, as eliminating them would increase system costs by approximately 45%. Additionally, the report explores regional equity and export strategies, suggesting that a diversified energy mix can support social goals and potential profitability if export prices exceed 30 $/MWh.","ai_generated":true,"unit":"wwf-000378#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In the reference scenario for 2040, hydropower provides 75%-80% of annual energy, with the remaining 20%-25% coming from wind energy and imports. Wind power is profitable from the start, growing to nearly 1 GW by 2040.","ai_generated":true,"unit":"wwf-000378#insight-1","date_modified":"2026-10-23"},{"text":"River conservation in the Karnali basin can be implemented with very low cost; excluding all hydropower projects in the basin increases system costs by only 3.5% compared to the reference scenario.","ai_generated":true,"unit":"wwf-000378#insight-2","date_modified":"2026-10-23"},{"text":"A strategy relying exclusively on hydropower is costly, increasing system costs by 10.7% over the reference case. This approach requires overbuilding capacity by 30%-70% to reliably meet peak demand during the dry season.","ai_generated":true,"unit":"wwf-000378#insight-3","date_modified":"2026-10-23"},{"text":"Imports from India are essential for cost containment; eliminating imports entirely would result in system costs approximately 45% higher than the reference scenario, while limiting them to 10% of annual load increases costs by 17%.","ai_generated":true,"unit":"wwf-000378#insight-4","date_modified":"2026-10-23"},{"text":"Implementing a Renewable Portfolio Standard (RPS) to meet 50% of energy needs with non-hydropower renewables by 2040 increases costs by 8.5%, though this drops to 2.6% if solar PV costs align with lower Indian market rates.","ai_generated":true,"unit":"wwf-000378#insight-5","date_modified":"2026-10-23"},{"text":"An export strategy could be profitable if wholesale prices are above approximately 30 $/MWh. At 40 $/MWh, net costs for 50% and 100% export scenarios are 3% and 6% lower than the reference scenario, respectively, though this excludes transmission expansion costs estimated between $1.6 and $4.9 billion.","ai_generated":true,"unit":"wwf-000378#insight-6","date_modified":"2026-10-23"},{"text":"Battery storage can substitute for the flexibility provided by peaking run-of-river (PROR) plants. Removing PROR flexibility increases costs by 4.4%, whereas removing battery storage only increases costs by 1.8%.","ai_generated":true,"unit":"wwf-000378#insight-7","date_modified":"2026-10-23"},{"text":"High dependence on hydropower increases vulnerability to cost overruns. If investment is sunk, a 50% increase in hydropower costs raises system costs by 8% in the reference scenario and by 25% in the expansive hydropower scenario.","ai_generated":true,"unit":"wwf-000378#insight-8","date_modified":"2026-10-23"},{"text":"Regional equity policies that require minimum installed capacity in each load zone have low cost impacts; a 50% equity requirement increases costs by only 2.4% and can reduce transmission costs by approximately 10%.","ai_generated":true,"unit":"wwf-000378#insight-9","date_modified":"2026-10-23"}],"climate_tags":["hydropower","wind energy","photovoltaics","battery energy storage system","energy independence","Renewable portfolio standard","electric power transmission"],"geography_discussed":["India","Karnali Basin","Bihar","Uttar Pradesh","Uttarakhand"],"frame_perspective":[],"analysis_type":["least-cost modeling","scenario analysis","capacity expansion planning"]},{"id":"iisd-000684","url":"https://climateinsightsdirectory.org/document/iisd-000684","title":"Mapping Policy for Solar Irrigation Across the Water-Energy-Food (WEF) Nexus in India","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"research paper","language":"en","date_published":"2019-08-06","source_url":"https://www.iisd.org/publications/solar-irrigation-wef-nexus-india","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines how India's off-grid solar pump policies interact with water, energy, and food systems. It finds that many policies fail to account for these complex interactions, which can limit effectiveness or undermine goals in other sectors. The paper specifically maps policies at the Central Government level and in the states of Bihar and Rajasthan, recommending that solar pump policies be coordinated with groundwater sustainability efforts and that the PM-KUSUM scheme be carefully monitored.","ai_generated":true,"unit":"iisd-000684#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Many of India's policies, including those promoting off-grid solar pumps, fail to explicitly recognize or account for the complex interactions within the water-energy-food (WEF) nexus, which can reduce their effectiveness or negatively impact other objectives.","ai_generated":true,"unit":"iisd-000684#insight-1","date_modified":"2026-10-23"},{"text":"The paper recommends that policies for off-grid pumps be integrated with expanded efforts to ensure the sustainable use of groundwater in India.","ai_generated":true,"unit":"iisd-000684#insight-2","date_modified":"2026-10-23"},{"text":"The document advises the implementation of rigorous monitoring and evaluation for KUSUM, the Indian government's new scheme for off-grid solar pumps.","ai_generated":true,"unit":"iisd-000684#insight-3","date_modified":"2026-10-23"}],"climate_tags":["agrivoltaics"],"geography_discussed":["Bihar","Rajasthan"],"frame_perspective":[],"analysis_type":["policy mapping"]},{"id":"iisd-003503","url":"https://climateinsightsdirectory.org/document/iisd-003503","title":"Mapping Policy for Solar Irrigation Across the Water– Energy–Food (WEF) Nexus in India","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2019-08","source_url":"https://www.iisd.org/system/files/publications/solar-irrigation-across-wef-nexus-india.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines the drivers and impacts of off-grid solar pump deployment in India, highlighting how low recurring costs can lead to groundwater over-extraction. It maps policies across the water-energy-food nexus, finding that while solar support is strong, groundwater management is relatively under-resourced and often lacks formal integration with energy and food policies.","ai_generated":true,"unit":"iisd-003503#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The high up-front cost of off-grid solar pumps is a major barrier to adoption, with costs estimated at 5–15 times those of diesel equivalents, although they are cheaper over a 10-year period.","ai_generated":true,"unit":"iisd-003503#insight-1","date_modified":"2026-10-23"},{"text":"Conventional energy subsidies, particularly for electricity, create a financial environment where solar pumps struggle to compete and incentivize unsustainable groundwater extraction.","ai_generated":true,"unit":"iisd-003503#insight-2","date_modified":"2026-10-23"},{"text":"The KUSUM scheme, approved in February 2019, aims to deploy 1.75 million stand-alone off-grid solar pumps and 1 million solarized grid-connected pumps with a proposed central contribution of nearly INR 35,000 crore.","ai_generated":true,"unit":"iisd-003503#insight-3","date_modified":"2026-10-23"},{"text":"Off-grid solar pumps risk increasing groundwater stress because their extremely low recurring costs remove the economic incentive to use water conservatively.","ai_generated":true,"unit":"iisd-003503#insight-4","date_modified":"2026-10-23"},{"text":"Many Indian policies fail to formally recognize the interlinkages of the water-energy-food nexus, as they are managed by ministries with narrow sectoral mandates.","ai_generated":true,"unit":"iisd-003503#insight-5","date_modified":"2026-10-23"},{"text":"In Rajasthan, the Solar Pumps Subsidy Scheme successfully integrated water efficiency by requiring farmers to use drip irrigation to be eligible for subsidies.","ai_generated":true,"unit":"iisd-003503#insight-6","date_modified":"2026-10-23"},{"text":"Agricultural price interventions, such as the Minimum Support Price (MSP), may inadvertently promote the cultivation of water-intensive crops like rice and sugarcane.","ai_generated":true,"unit":"iisd-003503#insight-7","date_modified":"2026-10-23"},{"text":"Groundwater over-extraction in India is linked to declining water quality, including high levels of fluoride, iron, salinity, nitrate, and arsenic across various districts.","ai_generated":true,"unit":"iisd-003503#insight-8","date_modified":"2026-10-23"},{"text":"The report identifies a lack of rigorous empirical studies on the social distribution of subsidies and the specific impacts of solar pumps on groundwater extraction and cropping decisions.","ai_generated":true,"unit":"iisd-003503#insight-9","date_modified":"2026-10-23"}],"climate_tags":["agricultural subsidy","renewable energy","climate change adaptation","food security","energy efficiency","carbon dioxide emissions"],"geography_discussed":["Bihar","Rajasthan"],"frame_perspective":[],"analysis_type":["policy mapping","nexus analysis","causal loop modeling"]},{"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":"clipolin-001065","url":"https://climateinsightsdirectory.org/document/clipolin-001065","title":"Developing a roadmap to a flexible, low‐carbon Indian electricity system: interim findings","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"report","language":"en","date_published":"2019-02","source_url":"https://www.climatepolicyinitiative.org/wp-content/uploads/2019/02/CPI-India-Flexibility-February-2019.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"India can integrate 390GW of wind and solar generation by 2030 at a lower total system cost than its current trajectory by increasing the flexibility of electricity supply and demand. The report identifies four primary flexibility needs: operating reserves, ramping, daily balancing, and seasonal balancing, all of which will grow as renewable energy penetration increases. A 'balanced portfolio' combining demand-side management, energy storage, and powerplant flexibility is found to be the most cost-effective approach, reducing energy waste by 82% to 97%, total system costs by 5% to 8%, and carbon emissions by 8% to 12% compared to a thermal-only approach. Regional analysis reveals that states like Tamil Nadu and Karnataka will face acute seasonal and ramping challenges, while Uttar Pradesh could act as a flexibility exporter due to its industrial base. The report concludes that urgent action on data, market design, and infrastructure is required to unlock these flexibility resources.","ai_generated":true,"unit":"clipolin-001065#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"India has the potential to integrate 390GW of wind and solar generation by 2030, which is more than 40% above the current renewable energy trajectory, while achieving a total system cost lower than that of the current trajectory.","ai_generated":true,"unit":"clipolin-001065#insight-1","date_modified":"2026-10-23"},{"text":"Flexibility needs—categorized as operating reserves, ramping, daily balancing, and seasonal balancing—will increase significantly across all analyzed scenarios, regardless of the level of clean energy ambition.","ai_generated":true,"unit":"clipolin-001065#insight-2","date_modified":"2026-10-23"},{"text":"A mixed portfolio of flexibility sources (demand-side, storage, and powerplant flexibility) is the most efficient option, resulting in 82% to 97% less wasted energy, 5% to 8% lower total system costs, and 8% to 12% lower carbon emissions compared to a portfolio relying solely on thermal powerplants.","ai_generated":true,"unit":"clipolin-001065#insight-3","date_modified":"2026-10-23"},{"text":"Demand-side flexibility is identified as a high-value, low-cost option that should be pursued regardless of the specific renewable energy policy, as it significantly reduces costs even at low renewable energy ambitions.","ai_generated":true,"unit":"clipolin-001065#insight-4","date_modified":"2026-10-23"},{"text":"The cost of stationary lithium-ion battery storage systems in India is forecasted to decline globally from $587/kWh in 2017 to $142/kWh by 2030.","ai_generated":true,"unit":"clipolin-001065#insight-5","date_modified":"2026-10-23"},{"text":"Regional flexibility needs vary significantly: Tamil Nadu faces severe seasonal balancing challenges where residual demand could fall to 1% in the lowest month by 2030, while Karnataka's ramping needs by 2030 are expected to be double the Indian average.","ai_generated":true,"unit":"clipolin-001065#insight-6","date_modified":"2026-10-23"},{"text":"Uttar Pradesh is positioned as a potential flexibility exporter due to its large industrial base and demand flexibility potential of 12GW across air conditioning, agricultural pumping, and industry.","ai_generated":true,"unit":"clipolin-001065#insight-7","date_modified":"2026-10-23"},{"text":"Existing thermal powerplants can provide 107GW of flexibility, though approximately 20GW of this would require significant investment and plant upgrades.","ai_generated":true,"unit":"clipolin-001065#insight-8","date_modified":"2026-10-23"}],"climate_tags":["renewable energy","solar energy","wind power","energy storage","demand-side management","hydroelectricity","grid flexibility","carbon dioxide emissions","electric power transmission","energy transition"],"geography_discussed":["Tamil Nadu","Karnataka","Uttar Pradesh","Bihar"],"frame_perspective":[],"analysis_type":["cost-benefit analysis","scenario modeling","regional case study"]},{"id":"geconco-000158","url":"https://climateinsightsdirectory.org/document/geconco-000158","title":"Inclusion Matters","publisher":{"name":"Green Economy Coalition","organization":"green-economy-coalition"},"document_type":"report","language":"en","date_published":"2019","source_url":"https://www.greeneconomycoalition.org/assets/reports/GEC-Reports/GEC-Inclusion-Paper-Najma-July-2020-WEB-Final.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report argues that social inclusion is core to the green economic transition and that citizen-led dialogues are an effective tool for bridging the gap between local stakeholders and national policymakers. It documents experiences from seven 'Hubs'—the Caribbean, India, Mongolia, Peru, Senegal, South Africa, and Uganda—where multi-stakeholder processes were used to identify local priorities and influence policy. Key outcomes include the promotion of fly ash bricks in Bihar, India; the development of a Green-Blue Economy Strategy in the Eastern Caribbean; and the creation of a catchment management plan for the River Rwizi in Uganda. The document concludes with ten policy insights, emphasizing that inclusive transitions require embedded governance systems, robust institutional mechanisms for stakeholder voice, and a focus on 'nexus issues' that link social, economic, and environmental goals.","ai_generated":true,"unit":"geconco-000158#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Social inclusion is not a peripheral addition but a fundamental requirement for the success and endurance of the green economic transition, as transitions without it are considered both unjust and risky.","ai_generated":true,"unit":"geconco-000158#insight-1","date_modified":"2026-10-23"},{"text":"The Green Economy Coalition (GEC) utilizes a three-tier dialogue methodology—micro (local), meso (state/sectoral), and macro (national/regional)—to create a live policy feedback loop that connects local realities with national agendas.","ai_generated":true,"unit":"geconco-000158#insight-2","date_modified":"2026-10-23"},{"text":"In Bihar, India, dialogue processes with fly ash entrepreneurs led the state government to mandate that all state-led construction activities use 100% fly ash bricks and ban new red brick enterprises within 300km of coal-fired power plants.","ai_generated":true,"unit":"geconco-000158#insight-3","date_modified":"2026-10-23"},{"text":"In Uganda, the GEC-Hub facilitated a multi-stakeholder declaration and a management plan for the River Rwizi catchment, involving eight district governments to address the degradation of a river system that 11 districts depend on.","ai_generated":true,"unit":"geconco-000158#insight-4","date_modified":"2026-10-23"},{"text":"In the Caribbean, the GEC-Hub developed the 'Local Green-Blue Enterprise Radar' to help small and micro enterprises assess their triple-bottom line benefits and influenced the OECS to develop a Green-Blue Economy Strategy and Action Plan.","ai_generated":true,"unit":"geconco-000158#insight-5","date_modified":"2026-10-23"},{"text":"In Mongolia, dialogues focused on the 'ger' districts of Ulaanbaatar, where 80% of winter air pollution is caused by burning unwashed coal, helping marginalized residents co-create solutions with local authorities.","ai_generated":true,"unit":"geconco-000158#insight-6","date_modified":"2026-10-23"},{"text":"In Peru, the GEC-Hub built a network of green businesses that grew from 95 to 193 members, advocating for a regulatory framework for Collective Benefit and Interest Companies (BIC) to provide legal recognition to social and green enterprises.","ai_generated":true,"unit":"geconco-000158#insight-7","date_modified":"2026-10-23"},{"text":"In Senegal, dialogue processes focused on artisanal fisheries and smallholder agroecology, resulting in sectoral policy action plans to inform the national Plan Senegal Emergent.","ai_generated":true,"unit":"geconco-000158#insight-8","date_modified":"2026-10-23"},{"text":"In South Africa, the GEC-Hub focused on a 'just transition' to address the country's status as the world's most unequal society, using 'Green Imbizos' to ensure voices of women, youth, and the creative sector were heard.","ai_generated":true,"unit":"geconco-000158#insight-9","date_modified":"2026-10-23"},{"text":"The report identifies ten policy insights, noting that inclusive transitions must be embedded in governance systems rather than treated as one-off consultations, and that 'nexus issues' (e.g., health or entrepreneurship) are effective for driving reform.","ai_generated":true,"unit":"geconco-000158#insight-10","date_modified":"2026-10-23"}],"climate_tags":["green economy","social inclusion","just transition","sustainability in construction","agroecology","blue economy","climate resilience","resource efficiency","air pollution","green job"],"geography_discussed":["Bihar","Madhya Pradesh","Sikkim","Trinidad and Tobago","Guyana","Barbados","Grenada","Jordan","New Zealand","United Kingdom"],"frame_perspective":[],"analysis_type":["policy assessment","case study","methodological review"]},{"id":"cdkn-000979","url":"https://climateinsightsdirectory.org/document/cdkn-000979","title":"Working across scales: Learning from seven years of climate compatible development in Asia","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"research paper","language":"en","date_published":"2017-09","source_url":"https://cdkn.org/sites/default/files/files/Seven-years-of-learning-in-Asia-WEB-1.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes ten CDKN initiatives in India, Indonesia, Nepal, and Pakistan to identify effective design pathways for scaling climate compatible development. It distinguishes between research-led, hybrid, and action-led pathways, concluding that longer-term, action-oriented approaches are most successful in embedding new practices across local, provincial, and national scales. The authors propose several design principles, including early action, adaptive management, and strategic knowledge brokering, to navigate the complex multi-level governance required for climate resilience and low-carbon transitions.","ai_generated":true,"unit":"cdkn-000979#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The report identifies three types of design pathways for working with scale: short-term research-led pathways that build awareness but fail to embed practice; short-term hybrid action-research pathways that embed practice at some scales (usually local); and longer-term action research-led pathways that successfully embed new practices at multiple scales.","ai_generated":true,"unit":"cdkn-000979#insight-1","date_modified":"2026-10-23"},{"text":"Action-led approaches are more effective than traditional linear research for changing practice. Initiatives that started with action research and were extended based on early successes led to changes at multiple levels of governance, whereas purely research-led projects often failed to translate findings into institutional practice.","ai_generated":true,"unit":"cdkn-000979#insight-2","date_modified":"2026-10-23"},{"text":"Successful scaling often requires extended timescales, typically at least three years, though these should be managed through a phased, experimental approach rather than being designed as a long-term commitment from the start.","ai_generated":true,"unit":"cdkn-000979#insight-3","date_modified":"2026-10-23"},{"text":"Effective multi-scale implementation relies on 'knowledge brokering' to bridge the gap between technical data and the needs of diverse stakeholders, including translating complex discourse into accessible language and facilitating participatory dialogues.","ai_generated":true,"unit":"cdkn-000979#insight-4","date_modified":"2026-10-23"},{"text":"The report highlights the importance of 'scaling up' (creating policy and institutional frameworks) and 'scaling out' (applying pilot insights to other localities) to ensure local innovations have a broader impact.","ai_generated":true,"unit":"cdkn-000979#insight-5","date_modified":"2026-10-23"},{"text":"Flexible and adaptive management, including the use of 'shared learning dialogues', allows projects to respond to emergent opportunities and correct course when academic expertise fails to translate into policy.","ai_generated":true,"unit":"cdkn-000979#insight-6","date_modified":"2026-10-23"},{"text":"Project start conditions are often driven by 'trigger events' such as climate shocks (floods, heat waves) or gradual stresses (electricity shortages), which can create immediate political will and demand for intervention.","ai_generated":true,"unit":"cdkn-000979#insight-7","date_modified":"2026-10-23"}],"climate_tags":["Low carbon development","climate change adaptation","climate change mitigation","multi-level governance","climate finance","disaster risk reduction","Climate-smart agriculture","renewable energy","knowledge broker"],"geography_discussed":["Bangladesh","West Nusa Tenggara","Bihar","Uttar Pradesh","Sialkot","Kupang","Gorakhpur","Ahmedabad","Karachi"],"frame_perspective":[],"analysis_type":["case study","design analysis","learning review"]}]}