{"query_echo":{"q":"","filters":{"geography":["Australia"]},"warnings":[]},"total":{"value":2280,"relation":"eq"},"page":43,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=Australia&page=43","next":"https://climateinsightsdirectory.org/api/v1/search?geography=Australia&page=44","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":"pestake-000202","url":"https://climateinsightsdirectory.org/document/pestake-000202","title":"PRIVATE EQUITY’S DIRTY DOZEN","publisher":{"name":"Private Equity Stakeholder Project","organization":"private-equity-stakeholder-project"},"document_type":"report","language":"en","date_published":"2022-02","source_url":"https://pestakeholder.org/wp-content/uploads/2022/02/PESP_LS_PrivateEquityDirtyDozen_Feb2022-Final.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report profiles 12 private equity firms—including Blackstone, Carlyle, and KKR—detailing their substantial portfolios of oil, gas, and coal assets. It argues that these firms fuel the climate crisis and environmental injustice while their executives accumulate immense wealth and social prestige. The document provides specific examples of environmental violations, such as oil spills and methane leaks, and highlights the firms' tendency to avoid global climate pledges like those made at COP26.","ai_generated":true,"unit":"pestake-000202#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Private equity firms manage over $7 trillion in capital and have invested billions in fossil fuels, including fracked gas, oil pipelines, coal plants, and offshore drilling.","ai_generated":true,"unit":"pestake-000202#insight-1","date_modified":"2026-10-23"},{"text":"Blackstone owns the Gen. James M. Gavin coal plant in Ohio, which was among the ten worst greenhouse gas emitters in 2019 according to the EPA, and has a 6.9 percent stake in Energy Transfer Partners, the owner of the Dakota Access Pipeline.","ai_generated":true,"unit":"pestake-000202#insight-2","date_modified":"2026-10-23"},{"text":"The Carlyle Group maintains a significant ownership stake in NGP Energy Capital and has partnered with Hilcorp Energy; Hilcorp's methane emissions are described as dwarfing those of ExxonMobil.","ai_generated":true,"unit":"pestake-000202#insight-3","date_modified":"2026-10-23"},{"text":"KKR holds a controlling stake in the Coastal Gaslink Pipeline in Canada, a project built through unceded Indigenous territories that has faced blockades by the Wet’suwet’en hereditary chiefs.","ai_generated":true,"unit":"pestake-000202#insight-4","date_modified":"2026-10-23"},{"text":"ArcLight Capital Partners acquired the Limetree Bay oil refinery in the US Virgin Islands, which was shut down by the EPA in May 2021 after emitting a toxic spray that impacted majority-Black communities on St. Croix.","ai_generated":true,"unit":"pestake-000202#insight-5","date_modified":"2026-10-23"},{"text":"Ares Management acquired a stake in California Resources Corporation (CRC), the state's largest oil and gas producer, which owns nearly 8,000 idle wells in California as of January 2021.","ai_generated":true,"unit":"pestake-000202#insight-6","date_modified":"2026-10-23"},{"text":"Global Infrastructure Partners (GIP) invested $10 billion as part of a consortium to buy a 49 percent stake in the Abu Dhabi National Oil Company’s (ADNOC) infrastructure.","ai_generated":true,"unit":"pestake-000202#insight-7","date_modified":"2026-10-23"},{"text":"Kayne Anderson was a major shareholder of Plains All American Pipeline, which was responsible for the 2015 Refugio Beach oil spill in California, resulting in a $60 million penalty.","ai_generated":true,"unit":"pestake-000202#insight-8","date_modified":"2026-10-23"},{"text":"Oaktree Capital, a subsidiary of Brookfield Asset Management, partnered with Diversified Energy in a $1 billion venture to acquire oil and gas wells, including 660 wells in Oklahoma in October 2021.","ai_generated":true,"unit":"pestake-000202#insight-9","date_modified":"2026-10-23"},{"text":"Warburg Pincus's Zenith Energy terminal in Portland, Oregon, faced opposition and was denied expansion certification in August 2021 due to risks associated with transporting Canadian oil sands crude.","ai_generated":true,"unit":"pestake-000202#insight-10","date_modified":"2026-10-23"},{"text":"Riverstone Holdings acquired Talen Energy in 2016; Talen operates numerous fossil fuel plants and faced a $1 million penalty for Clean Water Act violations at the Brunner Island plant.","ai_generated":true,"unit":"pestake-000202#insight-11","date_modified":"2026-10-23"},{"text":"EnCap Investments' portfolio is heavily weighted toward fossil fuels, with 84 percent of its 'select' current holdings consisting of midstream and upstream oil and gas companies.","ai_generated":true,"unit":"pestake-000202#insight-12","date_modified":"2026-10-23"}],"climate_tags":["fossil fuel","petroleum industry","coal-fired power station","methane emissions","hydraulic fracturing","environmental justice","Net-zero emissions","2021 United Nations Climate Change Conference","liquefied natural gas","carbon dioxide emissions"],"geography_discussed":["United States","Canada","United Arab Emirates","Australia","Brazil","New Zealand","Ohio","North Dakota","Louisiana","New Mexico","Alaska","Philadelphia","California","Pennsylvania","United States Virgin Islands","Oregon","Montana","Texas"],"frame_perspective":[],"analysis_type":["corporate profiling","environmental impact assessment","financial analysis"]},{"id":"wwf-000639","url":"https://climateinsightsdirectory.org/document/wwf-000639","title":"Beyond the institutional fix? The potential of strategic litigation to target natural resource corruption","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"briefing","language":"en","date_published":"2022-02","source_url":"https://www.worldwildlife.org/documents/1336/62kojs40oe_TNRC_Strategic_Litigation_2022.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document explores strategic litigation as a tool to bridge the gap between state-led anti-corruption efforts and environmental governance. It identifies three main trends: targeting corruption enforcement, improving NRM governance, and addressing transnational sustainability. While it can drive transparency and accountability, the author warns of risks including high costs, potential for abuse via SLAPP suits, and the challenge of enforcing court rulings in weak institutional settings.","ai_generated":true,"unit":"wwf-000639#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Strategic litigation is defined as legal action intended to enforce public rights or the general interest, aiming to solve specific disputes while establishing legal precedents for broader social and political reform.","ai_generated":true,"unit":"wwf-000639#insight-1","date_modified":"2026-10-23"},{"text":"Strategic litigation can be used to strengthen anti-corruption enforcement by providing avenues for victims to seek remedies when state agencies fail to act, and by using freedom of information laws to force the disclosure of government and corporate data.","ai_generated":true,"unit":"wwf-000639#insight-2","date_modified":"2026-10-23"},{"text":"In the realm of NRM governance, strategic litigation is employed to promote climate regulations, remedy biodiversity loss, and protect the rights of Indigenous peoples, often by challenging the non-enforcement of existing laws by states.","ai_generated":true,"unit":"wwf-000639#insight-3","date_modified":"2026-10-23"},{"text":"Emerging transnational strategies include defending the rights of future generations (intergenerational responsibility), utilizing frameworks like REDD+, and applying 'wild law' concepts that grant nature equal rights to humans, as seen in Bolivia's constitution.","ai_generated":true,"unit":"wwf-000639#insight-4","date_modified":"2026-10-23"},{"text":"Strategic litigation is most effective when integrated into a long-term, multi-tactic advocacy strategy that coordinates action across multiple jurisdictions to raise awareness and drive accountability.","ai_generated":true,"unit":"wwf-000639#insight-5","date_modified":"2026-10-23"},{"text":"Significant risks and limitations include the potential for 'strategic lawsuits against public participation' (SLAPP suits) used to intimidate activists, the high financial cost of legal proceedings, and the risk that governments may simply refuse to comply with court judgments.","ai_generated":true,"unit":"wwf-000639#insight-6","date_modified":"2026-10-23"}],"climate_tags":["natural resource management","climate change litigation","biodiversity conservation","environmental governance","indigenous rights","Reducing emissions from deforestation and forest degradation","intergenerational equity","environmental impact assessment"],"geography_discussed":["Equatorial Guinea","Chile","Australia","United States","Canada","Uganda","Tanzania","Nigeria","Peru","Indonesia","Malaysia","Philippines","Bolivia","Netherlands","Cameroon"],"frame_perspective":[],"analysis_type":["policy review","legal analysis"]},{"id":"gclifun-005996","url":"https://climateinsightsdirectory.org/document/gclifun-005996","title":"Republic of Nauru National Adaptation Planning – Phase One","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2022-01-28","source_url":"https://www.greenclimate.fund/sites/default/files/document/nauru-sprep-nap-nru-rs-002.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Republic of Nauru is seeking USD 1,304,546.00 from the Green Climate Fund to implement Phase One of its National Adaptation Planning. This 18-month project focuses on strengthening governance, updating climate projections, and developing a robust evidence base to inform the updated Republic of Nauru Climate Change Adaptation and Disaster Risk Management Framework (RONAdapt). Key activities include establishing a Climate Change Adaptation Technical Working Group, conducting private sector risk assessments, and creating a centralised climate information database. The project addresses critical vulnerabilities including sea-level rise, extreme heat, and the legacy of phosphate mining, which acts as a 'threat multiplier' for climate risks.","ai_generated":true,"unit":"gclifun-005996#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Nauru faces an existential threat from climate change due to its geography, isolation, and environmental degradation, with phosphate mining acting as a 'threat multiplier' by leaving limited arable land and decreasing natural resilience.","ai_generated":true,"unit":"gclifun-005996#insight-1","date_modified":"2026-10-23"},{"text":"Sea levels near Nauru have risen by approximately 4-4.5 mm per year since 1993, exceeding the global average of 2.8–3.6 mm per year, which threatens critical coastal infrastructure including the hospital, airport, and power station.","ai_generated":true,"unit":"gclifun-005996#insight-2","date_modified":"2026-10-23"},{"text":"Temperature projections indicate a rise of 0.2 – 1.3°C by 2030, with high emissions scenarios predicting an increase of 2.2 – 3.8°C by 2090, exacerbating health risks for populations with high rates of non-communicable diseases.","ai_generated":true,"unit":"gclifun-005996#insight-3","date_modified":"2026-10-23"},{"text":"Ocean acidification is increasing, with aragonite saturation declining from 4.5 in the late 18th century to 3.9 by 2000; it is projected to reach 3.5 by 2030, which represents marginal conditions for coral growth.","ai_generated":true,"unit":"gclifun-005996#insight-4","date_modified":"2026-10-23"},{"text":"Nauru's water security is highly vulnerable due to inadequate freshwater lens quality and a heavy reliance on an energy-intensive desalination plant, while droughts can last up to 36 months.","ai_generated":true,"unit":"gclifun-005996#insight-5","date_modified":"2026-10-23"},{"text":"The project identifies four primary barriers to adaptation planning: limited institutional and technical capacity, information gaps, low awareness of climate impacts, and weak coordination across stakeholders.","ai_generated":true,"unit":"gclifun-005996#insight-6","date_modified":"2026-10-23"},{"text":"Private sector engagement in climate adaptation has been minimal, and there is a significant need to raise awareness regarding climate impacts on business assets and supply chains.","ai_generated":true,"unit":"gclifun-005996#insight-7","date_modified":"2026-10-23"},{"text":"Gender inequality and a patriarchal society present barriers to women's participation in decision-making, with only 38% of women in paid employment as of the reporting period.","ai_generated":true,"unit":"gclifun-005996#insight-8","date_modified":"2026-10-23"},{"text":"The RONAdapt framework, operational since 2015, has seen limited progress in 'productive and secure land resources' compared to 'energy security', where 30% of actions are complete.","ai_generated":true,"unit":"gclifun-005996#insight-9","date_modified":"2026-10-23"}],"climate_tags":["sea level rise","ocean acidification","coral bleaching","water security","extreme heat","drought","climate finance","gender mainstreaming","Private sector engagement","disaster risk reduction","renewable energy"],"geography_discussed":["Samoa","Australia","Taiwan","New Zealand","Tuvalu"],"frame_perspective":[],"analysis_type":["funding proposal","strategic framework"]},{"id":"sei-001055","url":"https://climateinsightsdirectory.org/document/sei-001055","title":"Avtal mellan samebyar och exploatörer och renens välmående","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"sv","date_published":"2022-01-19","source_url":"https://www.sei.org/publications/avtal-samebyar-exploatorer-renens-valmaende/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines 15 agreements across five Sami communities in Sweden involving various land-use activities. While some agreements include positive elements like profit-sharing or the ability to shut down operations for reindeer husbandry, many lack meaningful compensation for lost grazing land and often include clauses that favor developers, such as unilateral termination rights or requirements for unpaid Sami expertise. The study concludes that Sami communities should push for more ambitious terms, drawing on international examples from Canada and Australia, to better protect their rights and reindeer welfare.","ai_generated":true,"unit":"sei-001055#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The study analyzed 15 agreements from five Sami communities covering activities including wind power, tourist facilities, car testing, hydropower, quarrying, and sports activities.","ai_generated":true,"unit":"sei-001055#insight-1","date_modified":"2026-10-23"},{"text":"Some positive negotiation outcomes were identified, such as the ability to completely shut down an operation when needed for reindeer husbandry and the inclusion of profit-sharing models.","ai_generated":true,"unit":"sei-001055#insight-2","date_modified":"2026-10-23"},{"text":"Nearly half of the analyzed agreements required companies to take significant consideration of reindeer husbandry, and all communities avoided language that could be interpreted as waiving their reindeer husbandry rights.","ai_generated":true,"unit":"sei-001055#insight-3","date_modified":"2026-10-23"},{"text":"Significant gaps exist in the agreements: none meaningfully compensated for the loss of grazing land or access to pasture, and many included clauses allowing companies to unilaterally renegotiate or terminate the agreement.","ai_generated":true,"unit":"sei-001055#insight-4","date_modified":"2026-10-23"},{"text":"Companies frequently require Sami communities to provide knowledge and labor without compensation to support the company's operations.","ai_generated":true,"unit":"sei-001055#insight-5","date_modified":"2026-10-23"},{"text":"The report argues that Sami communities should expand their negotiation goals beyond simple compensation, citing international precedents in Australia and Canada regarding veto rights over project expansion and the right to shut down operations if terms are not met.","ai_generated":true,"unit":"sei-001055#insight-6","date_modified":"2026-10-23"}],"climate_tags":["land use","wind power","hydropower","indigenous rights"],"geography_discussed":["Australia","Canada"],"frame_perspective":[],"analysis_type":["evaluation"]},{"id":"cssn-000045","url":"https://climateinsightsdirectory.org/document/cssn-000045","title":"Climate-Washing Litigation: Legal Liability for Misleading Climate Communications","publisher":{"name":"Climate Social Science Network","organization":"climate-social-science-network"},"document_type":"research paper","language":"en","date_published":"2022-01","source_url":"https://cssn.org/wp-content/uploads/2022/01/CSSN-Research-Report-2022-1-Climate-Washing-Litigation-Legal-Liability-for-Misleading-Climate-Communications.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report defines 'climate-washing' as a subset of greenwashing specifically targeting climate change claims and examines the rising trend of litigation used to hold state and non-state actors accountable. It categorizes misleading communications into three areas: corporate/governmental commitments (such as net-zero pledges), product attributes (such as labeling natural gas as 'clean'), and the disclosure of financial risks and investments. The authors highlight a gap between public climate pledges and actual emission reductions, noting that many companies continue to invest in fossil fuels while advertising clean energy. The document provides recommendations for companies, policymakers, NGOs, and lawyers to combat disinformation and increase transparency.","ai_generated":true,"unit":"cssn-000045#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Climate-washing litigation is an increasing trend aimed at holding governmental and non-governmental actors legally accountable for products or actions that misleadingly claim to address climate change. Since 2016, at least 20 judicial cases have been filed in the US, Australia, France, and the Netherlands, while at least 27 administrative complaints have been filed before oversight bodies in the UK, Australia, Italy, New Zealand, Denmark, the US, and South Korea since 2008.","ai_generated":true,"unit":"cssn-000045#insight-1","date_modified":"2026-10-23"},{"text":"There is a significant gap between the net-zero commitments made by entities and their actual implementation plans. An analysis of over 4,000 entities found that while 124 countries, 73 states and regions, 155 cities, and 417 companies made net-zero commitments covering at least 61% of global greenhouse gases, only 25 nations, 41 states and regions, 65 cities, and 210 companies had published plans to reach those targets.","ai_generated":true,"unit":"cssn-000045#insight-2","date_modified":"2026-10-23"},{"text":"Fossil fuel companies often engage in climate-washing by representing natural gas, hydrogen, or biofuels as 'clean' or 'sustainable' while omitting the impact of upstream methane emissions or fossil fuel components. For example, the Italian Competition and Market Authority fined Eni 5 million euros for labeling biofuels as 'green' diesel, and the New Zealand Advertising Standards Board found FirstGas's 'zero carbon' natural gas claim to be misleading.","ai_generated":true,"unit":"cssn-000045#insight-3","date_modified":"2026-10-23"},{"text":"Major oil companies frequently portray themselves as leaders in clean energy despite minimal capital investment in low-carbon sources. Between 2010 and 2018, capital investments in low-carbon energy were only 2.3% for BP, 1.2% for Shell, 0.2% for Chevron, 0.2% for ExxonMobil, and 0.0% for ConocoPhillips.","ai_generated":true,"unit":"cssn-000045#insight-4","date_modified":"2026-10-23"},{"text":"Litigation is increasingly targeting the failure of companies to disclose material financial risks associated with climate change to investors. This includes derivative suits for breach of fiduciary duty and claims of systematic risk misrepresentation, such as those faced by ExxonMobil in the US and the Commonwealth Bank of Australia.","ai_generated":true,"unit":"cssn-000045#insight-5","date_modified":"2026-10-23"}],"climate_tags":["greenwashing","climate change litigation","fossil fuel","natural gas","biofuel","hydrogen","fiduciary","methane emissions"],"geography_discussed":["United States","Australia","France","Netherlands","United Kingdom","Italy","New Zealand","Denmark","South Korea"],"frame_perspective":[],"analysis_type":["legal analysis","case study review","policy briefing"]},{"id":"ember-000342","url":"https://climateinsightsdirectory.org/document/ember-000342","title":"Limited Utility","publisher":{"name":"Ember","organization":"ember"},"document_type":"report","language":"en","date_published":"2022-01","source_url":"https://ember-energy.org/app/uploads/2024/10/Limited-Utility.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that most of the 21 analysed European power utilities are failing to align their strategies with IEA Net Zero benchmarks. Only 43% have coal phase-out plans aligned with the 2030 EU/OECD target, and 100% are expected to operate fossil gas plants in EU/OECD countries beyond 2035. While total wind and solar capacity is projected to quadruple by 2030, this falls short of the required six-fold growth, and only 10% of companies are on track to achieve that minimum. The report highlights a lack of transparency regarding fossil gas and warns against speculative 'hydrogen-ready' claims used to justify continued fossil fuel use.","ai_generated":true,"unit":"ember-000342#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Only nine (43%) of the 21 analysed coal utilities have aligned their coal phase-out dates with the IEA benchmarks of 2030 for EU/OECD countries and 2040 for the rest of the world.","ai_generated":true,"unit":"ember-000342#insight-1","date_modified":"2026-10-23"},{"text":"Six of the assessed utilities are not compliant even with the 2040 global coal phase-out deadline: Enea, Fortum/Uniper, PGE, Sev.En, STEAG, and Tauron.","ai_generated":true,"unit":"ember-000342#insight-2","date_modified":"2026-10-23"},{"text":"There is a total lack of transparency regarding fossil gas, and based on available data, all 21 assessed utilities will continue operating fossil gas power plants in EU/OECD countries beyond the 2035 benchmark.","ai_generated":true,"unit":"ember-000342#insight-3","date_modified":"2026-10-23"},{"text":"The combined wind and solar capacity of the 21 companies is projected to grow from 88 GW in 2020 to 428 GW by 2030, which is a quadrupling of capacity but fails to meet the IEA's required six-fold growth.","ai_generated":true,"unit":"ember-000342#insight-4","date_modified":"2026-10-23"},{"text":"Only two companies (10%) are projected to grow their wind and solar portfolios by more than six-fold, and only four (19%) will triple their production using these technologies.","ai_generated":true,"unit":"ember-000342#insight-5","date_modified":"2026-10-23"},{"text":"Hydrogen plans are currently insufficient to replace fossil gas generation, and the report warns that 'hydrogen-ready' claims may be used to justify the continued operation of fossil gas plants.","ai_generated":true,"unit":"ember-000342#insight-6","date_modified":"2026-10-23"},{"text":"A contradiction exists where the utilities most active in wind and solar investment are also those planning to maintain extensive fossil fuel fleets beyond 2035.","ai_generated":true,"unit":"ember-000342#insight-7","date_modified":"2026-10-23"},{"text":"Some utilities rely heavily on biomass, which the report notes is often not carbon neutral and can be a worse polluter than coal; Drax and Ørsted have the largest operational biomass fleets.","ai_generated":true,"unit":"ember-000342#insight-8","date_modified":"2026-10-23"}],"climate_tags":["Coal phase-out","wind power","solar energy","biomass","hydrogen","climate target"],"geography_discussed":["Germany","Poland","Czech Republic","Bulgaria","Finland","Australia","People's Republic of China","Philippines","Latin America","Turkey","Russia"],"frame_perspective":[],"analysis_type":["corporate alignment assessment","benchmark analysis"]},{"id":"gclifun-005155","url":"https://climateinsightsdirectory.org/document/gclifun-005155","title":"Pacific Islands Renewable Energy Investment Program Cook Islands, Marshall Islands, Micronesia (Federated States of), Nauru, Papua New Guinea, Samoa, Tonga","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2022-01","source_url":"https://www.greenclimate.fund/sites/default/files/document/fp036-interim-evaluation-report-pub.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Pacific Islands Renewable Energy Investment Program, funded with USD 17 million in GCF grants, aims to transition seven Pacific SIDS—the Cook Islands, Marshall Islands, Micronesia, Nauru, Papua New Guinea, Samoa, and Tonga—away from diesel power. Component 1 focused on installing Battery Energy Storage Systems (BESS) in the Cook Islands to improve grid stability and load shifting, while Component 2 provided technical assistance for sector reform and capacity building across all target countries. The evaluation finds that while BESS installation has progressed, the lack of timely procurement for solar independent power producers (IPPs) has left some storage capacity idle. Component 2's effectiveness was significantly hampered by COVID-19 travel restrictions, though progress was made in the Marshall Islands and Micronesia. The report highlights the need to synchronize BESS and solar procurement and suggests a 'portfolio approach' to regional utility reform to diversify risk.","ai_generated":true,"unit":"gclifun-005155#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Program is well-aligned with national energy policies, such as the Cook Islands' goal of 100 percent renewable energy by 2025 and the Federated States of Micronesia's target of 84 percent renewable energy by 2037.","ai_generated":true,"unit":"gclifun-005155#insight-1","date_modified":"2026-10-23"},{"text":"Component 1 has achieved USD 5 million of a target USD 16 million in physical asset investments and leveraged USD 2 million in public financing against a USD 10 million goal.","ai_generated":true,"unit":"gclifun-005155#insight-2","date_modified":"2026-10-23"},{"text":"The 'Airport South Load Shifting BESS' (2 MW / 8 MWh) was completed in February 2020 but remained idle as of February 2021 because additional solar PV had not yet been installed.","ai_generated":true,"unit":"gclifun-005155#insight-3","date_modified":"2026-10-23"},{"text":"The 'Power Station Grid Stability BESS' (6 MW / 3 MWh) faced significant delays due to the COVID-19 pandemic and logistical issues, with the system not shipping from Germany until late December 2021.","ai_generated":true,"unit":"gclifun-005155#insight-4","date_modified":"2026-10-23"},{"text":"Component 2's technical assistance was completed for the Marshalls Energy Company in the Republic of the Marshall Islands and two utilities in the Federated States of Micronesia (Pohnpei Utilities Corporation and Chuuk Public Utility Corporation), but was deferred in other countries due to COVID-19 or overlapping donor projects.","ai_generated":true,"unit":"gclifun-005155#insight-5","date_modified":"2026-10-23"},{"text":"A critical lesson learned is the necessity of coupling or closely sequencing the commissioning of BESS with the solar facilities that use them to avoid idle capacity.","ai_generated":true,"unit":"gclifun-005155#insight-6","date_modified":"2026-10-23"},{"text":"Gender equity was not a central objective; the only target was for women to make up 50 percent of direct beneficiaries, which the report notes is largely reflective of the general population split.","ai_generated":true,"unit":"gclifun-005155#insight-7","date_modified":"2026-10-23"},{"text":"The Program's 'portfolio approach' to utility reform in Component 2 allowed for the diversification of risk, enabling progress in some countries even when work was halted in others due to the pandemic.","ai_generated":true,"unit":"gclifun-005155#insight-8","date_modified":"2026-10-23"},{"text":"The project experienced unexpected positive results in the Cook Islands, where it sparked increased citizen interest in residential solar installations, leading to expressions of interest for 12 MW of connections in 2017.","ai_generated":true,"unit":"gclifun-005155#insight-9","date_modified":"2026-10-23"},{"text":"The Program demonstrated coherence with other multilateral entities, such as the World Bank and Australia's DFAT, though some lack of coordination occurred, such as overlapping Energy Master Plans in the Federated States of Micronesia.","ai_generated":true,"unit":"gclifun-005155#insight-10","date_modified":"2026-10-23"}],"climate_tags":["battery energy storage system","photovoltaics","renewable energy","climate finance","capacity building","energy access","Grid balancing"],"geography_discussed":["Germany","New Zealand","Australia","Mongolia","Thailand","Pakistan","Maldives"],"frame_perspective":[],"analysis_type":["interim evaluation","theory-based evaluation"]},{"id":"glowit-000233","url":"https://climateinsightsdirectory.org/document/glowit-000233","title":"A closer look at the DRC’s nascent lithium sector","publisher":{"name":"Global Witness","organization":"global-witness"},"document_type":"briefing","language":"en","date_published":"2022-01","source_url":"https://globalwitness.org/documents/134/Renewable_energy_at_what_cost_EN_Janaury_2022.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document identifies significant risks in the DRC's emerging lithium sector, including a lack of public environmental impact assessments, the involvement of politically exposed persons (PEPs) in mining concessions, and a lack of transparency regarding contracts and beneficial ownership. It highlights the role of companies like AVZ Minerals, Tantalex Resources, and Critical Resources, and argues that the energy transition must not be underpinned by predatory economic models or environmental harm. The report recommends that companies and the Congolese government adopt OECD due diligence standards and ensure full transparency of payments and ownership to prevent corruption and human rights abuses.","ai_generated":true,"unit":"glowit-000233#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a significant lack of publicly available information regarding the environmental risks of hard-rock lithium mining in the DRC, and local communities appear to have low awareness of these potential negative impacts.","ai_generated":true,"unit":"glowit-000233#insight-1","date_modified":"2026-10-23"},{"text":"The DRC's lithium sector involves potential politically exposed persons (PEPs) and opaque beneficial ownership, creating a risk that control of lithium supply could be consolidated among a small number of individuals.","ai_generated":true,"unit":"glowit-000233#insight-2","date_modified":"2026-10-23"},{"text":"Many mining contracts and payments related to lithium production in the DRC are undisclosed or only partially disclosed, despite requirements under the Congolese mining code and EITI standards.","ai_generated":true,"unit":"glowit-000233#insight-3","date_modified":"2026-10-23"},{"text":"AVZ Minerals Limited, which aims to begin production in 2023, has a 75 percent interest in the Manono Project and 100 percent in the Manono Extension project, with shareholders including Yibin Tianyi Lithium Industry Co Ltd and Huayou International Mining.","ai_generated":true,"unit":"glowit-000233#insight-4","date_modified":"2026-10-23"},{"text":"Analysis of the DRC company registry revealed that a small number of people and companies were linked to at least 17 of the 51 sampled mining concessions, including Minister Guy Loando Mboyo and Cong Maohuai.","ai_generated":true,"unit":"glowit-000233#insight-5","date_modified":"2026-10-23"},{"text":"Global Witness identified a discrepancy in 2019 payments for Dathcom Mining SA, where the company reported paying USD 118,460 while the state declared receiving USD 436,934.","ai_generated":true,"unit":"glowit-000233#insight-6","date_modified":"2026-10-23"},{"text":"The report argues that the OECD Due Diligence Guidance for Responsible Supply Chains of Minerals from Conflict-Affected and High-Risk Areas should be applied to the DRC's lithium sector to mitigate governance, human rights, and environmental risks.","ai_generated":true,"unit":"glowit-000233#insight-7","date_modified":"2026-10-23"}],"climate_tags":["energy transition","environmental impact assessment","human rights"],"geography_discussed":["Tanganyika Province","Haut-Lomami Province","Australia","Canada","People's Republic of China","European Union"],"frame_perspective":[],"analysis_type":["risk assessment","governance analysis","supply chain analysis"]},{"id":"iisd-003271","url":"https://climateinsightsdirectory.org/document/iisd-003271","title":"Engaging Decision-Makers in Moving Beyond GDP and Toward Wealth","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"briefing","language":"en","date_published":"2022-01","source_url":"https://www.iisd.org/system/files/2022-01/moving-beyond-gdp-toward-wealth.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document outlines the conceptual and practical framework for moving beyond Gross Domestic Product (GDP) toward comprehensive/inclusive wealth (C/IW) measurement. It argues that GDP is biased toward short-term market growth and ignores critical determinants of well-being, such as environmental degradation and social capital. C/IW is presented as a portfolio of human, natural, social, produced, and financial capital that allows countries to determine if their development is sustainable. The briefing provides a three-step implementation strategy: informing decision-makers through tailored briefings, compiling official estimates via national statistical offices, and integrating these measures into ex ante and ex post policy analysis.","ai_generated":true,"unit":"iisd-003271#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"GDP is an insufficient measure of national progress because it focuses on short-term market growth while ignoring long-term costs and non-market benefits. It fails to account for environmental degradation, the destruction of infrastructure from extreme weather, increasing income inequality, and the loss of social connections.","ai_generated":true,"unit":"iisd-003271#insight-1","date_modified":"2026-10-23"},{"text":"Comprehensive/inclusive wealth (C/IW) provides a more accurate measure of sustainability by tracking the sum of human, natural, social, produced, and financial capital. Development is considered sustainable only if the real value of this C/IW portfolio per capita remains stable or increases over time.","ai_generated":true,"unit":"iisd-003271#insight-2","date_modified":"2026-10-23"},{"text":"Measuring C/IW requires a hybrid approach: most assets are measured in monetary terms to allow for comparability and inflation adjustment, but 'critical' assets, such as the climate system or irreplaceable wilderness, must be measured in physical units to avoid implying they are substitutable.","ai_generated":true,"unit":"iisd-003271#insight-3","date_modified":"2026-10-23"},{"text":"The document proposes a three-step process for adoption: first, engaging senior decision-makers in central planning and budgeting departments with tailored arguments; second, tasking national statistical offices to compile estimates, starting with produced, financial, and commercial natural capital; and third, integrating C/IW into ex ante policy analysis.","ai_generated":true,"unit":"iisd-003271#insight-4","date_modified":"2026-10-23"},{"text":"Global leaders and organizations, including the G7, the UN Secretary-General, the World Bank, and the OECD, have acknowledged that GDP is insufficient for measuring success and have encouraged the adoption of complementary wealth measurements.","ai_generated":true,"unit":"iisd-003271#insight-5","date_modified":"2026-10-23"}],"climate_tags":["gross domestic product","natural capital","sustainable development","environmental degradation","climate resilience"],"geography_discussed":["Ethiopia","Trinidad and Tobago","Indonesia","Canada","Vietnam","United States","Australia","United Kingdom","New Zealand"],"frame_perspective":[],"analysis_type":["policy briefing","conceptual framework","implementation roadmap"]},{"id":"saiia-001059","url":"https://climateinsightsdirectory.org/document/saiia-001059","title":"Ensuring a Just Energy Transition through Hydrogen: How the G20 can Support Africa","publisher":{"name":"South African Institute of International Affairs","organization":"south-african-institute-of-international-affairs"},"document_type":"policy brief","language":"en","date_published":"2022-01","source_url":"https://saiia.org.za/wp-content/uploads/2022/01/Policy-Insights-122-ED-grobbelaar-ngubevana.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that Africa is well-positioned to become a major global hub for green hydrogen due to its abundant renewable energy potential, strategic location, and existing infrastructure. It examines global strategies from the EU, Australia, and Chile, and highlights specific projects in South Africa, Namibia, Mauritania, and Morocco. The authors recommend that the G20 provide targeted financing for infrastructure, facilitate technology transfers for local value addition, and help establish stable offtake agreements and harmonised regulatory standards to prevent deepening energy insecurity in Africa.","ai_generated":true,"unit":"saiia-001059#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Africa possesses several competitive advantages for green hydrogen production, including its strategic location with over 100 ports along a 26,000km coastline, vast untapped renewable energy potential (with a combined potential of over 1TW), and established regional power pools.","ai_generated":true,"unit":"saiia-001059#insight-1","date_modified":"2026-10-23"},{"text":"The African Continental Free Trade Area (AfCFTA) can act as a powerful enabler for the green hydrogen economy by facilitating the movement of capital, people, and professional expertise, and providing landlocked countries with cheaper access to ports.","ai_generated":true,"unit":"saiia-001059#insight-2","date_modified":"2026-10-23"},{"text":"Several African nations are initiating green hydrogen projects: South Africa is developing the Hydrogen Valley Project and Prieska Power Reserve (starting production in 2025); Namibia is planning a $9.4 billion project in Tsau //Khaeb National Park; Mauritania has a $40 billion project called AMAN; and Morocco aims to capture 4% of the global green chemicals market.","ai_generated":true,"unit":"saiia-001059#insight-3","date_modified":"2026-10-23"},{"text":"To support a just transition, the G20 should provide financing for renewable energy and grid infrastructure to enable green hydrogen for both local industrial development and export, rather than focusing solely on the needs of industrialised countries.","ai_generated":true,"unit":"saiia-001059#insight-4","date_modified":"2026-10-23"},{"text":"The G20 should facilitate technology transfers and local upskilling to ensure Africa achieves local value addition, such as the production of fuel cells, rather than merely importing capital equipment.","ai_generated":true,"unit":"saiia-001059#insight-5","date_modified":"2026-10-23"},{"text":"The growth of the African green hydrogen sector depends on the establishment of stable offtake agreements, harmonised regulatory frameworks, and certification of origin to ensure equitable access to developed markets.","ai_generated":true,"unit":"saiia-001059#insight-6","date_modified":"2026-10-23"}],"climate_tags":["green hydrogen","energy transition","decarbonization","renewable energy","climate finance","Hard to abate sectors","Green ammonia","Carbon Border Adjustment Mechanism","Net-zero emissions","just transition"],"geography_discussed":["European Union","Australia","Chile","South Africa","Namibia","Mauritania","Morocco"],"frame_perspective":[],"analysis_type":["policy analysis","strategic assessment"]},{"id":"bc3res-000042","url":"https://climateinsightsdirectory.org/document/bc3res-000042","title":"CATÁLOGO DE MATERIALES DIDÁCTICOS SOBRE EL CAMBIO CLIMÁTICO","publisher":{"name":"Basque Centre for Climate Change","organization":"basque-centre-for-climate-change"},"document_type":"guide","language":"es","date_published":"2022","source_url":"https://www.bc3research.org/wp-content/uploads/2026/04/2.CATALOGUE_SP.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Basque Centre for Climate Change (BC3) has developed a guide containing 10 educational activities for high school students, aligned with BC3's research lines. The activities use active methodologies to cover topics such as carbon footprints, planetary boundaries, climate justice, and urban heat islands. The guide includes a conceptual overview of climate change, emphasizing the need to limit global warming to 1.5ºC, and provides structured lesson plans with specific goals, competencies, and resources.","ai_generated":true,"unit":"bc3res-000042#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The catalogue consists of 10 activities linked to five BC3 research lines: Base Climática, Low Carbon, Ecosistemas Terrestres, Lab. adaptación, and Elaboración de modelos integrados de sistemas naturales y humanos asociados.","ai_generated":true,"unit":"bc3res-000042#insight-1","date_modified":"2026-10-23"},{"text":"The document outlines a conceptual framework for climate change, stating it is anthropogenically caused by economic sectors like industry, tourism, and transport, leading to increased greenhouse gas concentrations and extreme events.","ai_generated":true,"unit":"bc3res-000042#insight-2","date_modified":"2026-10-23"},{"text":"To limit global warming to 1.5ºC relative to pre-industrial levels, the document states that global CO2 emissions must peak before 2025 and be reduced by 43% by 2030, while methane emissions must decrease by 34% by 2030.","ai_generated":true,"unit":"bc3res-000042#insight-3","date_modified":"2026-10-23"}],"climate_tags":["climate change education","carbon footprint","planetary boundary","climate justice","urban heat island","climate change adaptation","climate change mitigation","circular economy","greenhouse gas"],"geography_discussed":["Urdaibai Biosphere Reserve","World","People's Republic of China","India","European Union","United States","Canada","Australia","Africa","Maldives","Kiribati","Vanuatu","Tuvalu","Marshall Islands","Guernica","Costa Rica"],"frame_perspective":[],"analysis_type":["educational guide"]},{"id":"ciel-000549","url":"https://climateinsightsdirectory.org/document/ciel-000549","title":"States’ Human Rights Obligations in the Context of Climate Change","publisher":{"name":"Center for International Environmental Law","organization":"center-for-international-environmental-law"},"document_type":"report","language":"en","date_published":"2022","source_url":"https://www.ciel.org/wp-content/uploads/2023/01/HRTB-2022_23Jan23.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes the 2020-2021 outputs of seven UN Human Rights Treaty Bodies (HRTBs), noting a significant increase in climate-related references despite COVID-19 disruptions. It highlights a shift toward questioning developed nations on mitigation and fossil fuel extraction, alongside a consistent focus on adaptation and the participation of vulnerable groups. The document also examines key individual communications, such as Teitiota v. New Zealand and Sacchi et al. v. Argentina et al., which establish precedents for climate-induced human rights violations and extraterritorial jurisdiction.","ai_generated":true,"unit":"ciel-000549#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Climate-related outputs from HRTBs increased significantly in 2021, with 69 references representing approximately 53% of total outputs, compared to 54 references (about 38%) in 2020.","ai_generated":true,"unit":"ciel-000549#insight-1","date_modified":"2026-10-23"},{"text":"HRTBs are increasingly addressing climate change across all categories of States, moving beyond a traditional focus on Small Island Developing States (SIDS) and developing nations; 43 countries received their first-ever climate-related recommendation or question since 2020, including Brazil, France, Indonesia, and South Africa.","ai_generated":true,"unit":"ciel-000549#insight-2","date_modified":"2026-10-23"},{"text":"Adaptation and disaster risk reduction remain the most common subjects of climate-related outputs, with 112 outputs on these themes in 2020 and 2021, frequently focusing on Indigenous Peoples, local communities, and ethnic minorities.","ai_generated":true,"unit":"ciel-000549#insight-3","date_modified":"2026-10-23"},{"text":"There is a growing focus on the right to water as a climate-related human rights issue, with concerns raised in five Concluding Observations and 10 Lists of Issues between 2020 and 2021, specifically regarding sea-level rise and salination in places like Kiribati and Tuvalu.","ai_generated":true,"unit":"ciel-000549#insight-4","date_modified":"2026-10-23"},{"text":"HRTBs are increasingly challenging developed states on mitigation and fossil fuel activities; for example, the CESCR recommended Norway reconsider its decision to increase oil and natural gas exploitation in the Arctic and Barents Sea, and the CRC recommended Poland phase out funding for coal-fired power plants.","ai_generated":true,"unit":"ciel-000549#insight-5","date_modified":"2026-10-23"},{"text":"The report identifies a State obligation to regulate private business actors effectively to prevent human rights violations, including extraterritorial harms; however, this obligation has received limited attention in State reporting, with only 15 States receiving questions or recommendations on this in 2021.","ai_generated":true,"unit":"ciel-000549#insight-6","date_modified":"2026-10-23"},{"text":"In the case of Teitiota v. New Zealand, the Human Rights Committee established that while the specific petition was rejected, the effects of climate change could violate the right to life and trigger non-refoulement obligations for deporting States.","ai_generated":true,"unit":"ciel-000549#insight-7","date_modified":"2026-10-23"},{"text":"In Sacchi et al. v. Argentina, Brazil, France, Germany, and Turkey, the Committee on the Rights of the Child affirmed its jurisdiction over transboundary harm, ruling that a causal link exists when a State exercises effective control over emission sources that cause reasonably foreseeable harm to children outside its territory.","ai_generated":true,"unit":"ciel-000549#insight-8","date_modified":"2026-10-23"},{"text":"The Committee on the Elimination of Racial Discrimination (CERD) has begun addressing the intersection of climate change and racial discrimination, notably in its 2021 Concluding Observations to the Netherlands regarding the lack of support for affected communities in the Dutch Caribbean islands.","ai_generated":true,"unit":"ciel-000549#insight-9","date_modified":"2026-10-23"}],"climate_tags":["climate change","climate change adaptation","disaster risk reduction","climate change mitigation","petroleum industry","climate finance","environmental racism","indigenous rights"],"geography_discussed":["Norway","Denmark","Sweden","Brazil","France","Indonesia","South Africa","Canada","New Zealand","Estonia","Maldives","Nepal","Kiribati","Argentina","Germany","Turkey","Tuvalu","Cook Islands","Azerbaijan","Eswatini","Chile","Italy","Zimbabwe","Zambia","Sierra Leone","Palestine","Namibia","Uganda","Kenya","Guyana","Tanzania","Seychelles","Eritrea","South Sudan","Hungary","Switzerland","Poland","Austria","Belgium","Bolivia","Paraguay","Australia","Netherlands","Samoa","Federated States of Micronesia","Japan","Jamaica","Lebanon","Greece","Nicaragua","Ecuador","People's Republic of China","Cambodia","Qatar","Chad","Finland","Portugal","Luxembourg","Czech Republic","Latvia","Kuwait","Uzbekistan","Bosnia and Herzegovina","São Tomé and Príncipe","Philippines","Fiji","Dominica","Greenland"],"frame_perspective":[],"analysis_type":["policy analysis","legal analysis","monitoring report"]},{"id":"ciel-000564","url":"https://climateinsightsdirectory.org/document/ciel-000564","title":"Human Rights Obligations of States in the Context of Climate Change","publisher":{"name":"Center for International Environmental Law","organization":"center-for-international-environmental-law"},"document_type":"briefing","language":"en","date_published":"2022","source_url":"https://www.ciel.org/wp-content/uploads/2022/03/Human-Rights-Committee-on-Human-Rights-Obligations-of-States-in-the-Context-of-Climate-Changejan23.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Human Rights Committee (CCPR) has increased its focus on climate change, issuing more recommendations and questions to states between 2019 and 2021. While early outputs primarily targeted Small Island Developing States and developing countries, the Committee has expanded its scope to include developed nations like Germany and Canada. Key areas of inquiry include mitigation, adaptation, procedural rights, and the regulation of private actors, with specific concerns raised regarding fossil fuel extraction in Guyana, Tanzania, and São Tomé and Príncipe. In the case of Teitiota v. New Zealand, the CCPR recognized that climate change could trigger non-refoulment obligations if it creates real threats to the right to life, though it found no breach in that specific instance. Additionally, the Pereira Benega v. Paraguay ruling established a precedent for state obligations to prevent environmental threats to private, family, and cultural life.","ai_generated":true,"unit":"ciel-000564#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Human Rights Committee (CCPR) has steadily increased the frequency of its climate-related inquiries, rising from four recommendations and questions in 2019 to seven in 2020 and eight in 2021.","ai_generated":true,"unit":"ciel-000564#insight-1","date_modified":"2026-10-23"},{"text":"While the CCPR's climate-related outputs in 2020 were exclusively directed at developing countries or Small Island Developing States (SIDS), in 2021 the Committee extended these inquiries to Canada and Germany.","ai_generated":true,"unit":"ciel-000564#insight-2","date_modified":"2026-10-23"},{"text":"The CCPR has specifically questioned states on the human rights impacts of fossil fuel extraction, including offshore oil production in Guyana, the East Africa Crude Oil Pipeline in Tanzania, and oil resource exploitation in São Tomé and Príncipe.","ai_generated":true,"unit":"ciel-000564#insight-3","date_modified":"2026-10-23"},{"text":"In the case of Teitiota v. New Zealand, the CCPR ruled that while New Zealand did not breach non-refoulment obligations because Kiribati would not be uninhabitable for 10 to 15 years, the absence of adequate climate action could eventually trigger such obligations by threatening the right to life.","ai_generated":true,"unit":"ciel-000564#insight-4","date_modified":"2026-10-23"},{"text":"The ruling in Pereira Benega v. Paraguay, though not directly about climate change, establishes a precedent that states have positive obligations to prevent environmental threats to the rights to private, family, and cultural life.","ai_generated":true,"unit":"ciel-000564#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate change","human rights","climate change mitigation","climate change adaptation","public participation","petroleum industry","environmental degradation","indigenous rights"],"geography_discussed":["Germany","Canada","Kenya","Philippines","Guyana","Indonesia","Zimbabwe","Fiji","Nepal","São Tomé and Príncipe","Maldives","Seychelles","Tanzania","Dominica","New Zealand","Kiribati","Australia","Paraguay"],"frame_perspective":[],"analysis_type":["legal review","policy briefing"]},{"id":"clipolin-001165","url":"https://climateinsightsdirectory.org/document/clipolin-001165","title":"Landscape of Climate Finance for Agriculture, Forestry, Other Land Uses and Fisheries","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"report","language":"en","date_published":"2022","source_url":"https://www.climatepolicyinitiative.org/wp-content/uploads/2022/11/Landscape-of-Climate-Finance-for-Agriculture-Forestry-Other-Land-Uses-and-Fisheries.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that climate finance for AFOLU sectors is severely underfunded, representing only 2.5% of total tracked climate finance in 2019/20. While overall trends were positive between 2013 and 2020, a 20% drop occurred between 2017/18 and 2019/20. The sectors require an estimated USD 423.4 billion annually by 2030 to align with the Paris Agreement, a nearly 26-fold increase over 2019/20 levels. Finance is dominated by public sources, with significant gaps in private investment and a stagnation in adaptation funding. Geographically, East Asia and the Pacific are the primary recipients, followed by Sub-Saharan Africa.","ai_generated":true,"unit":"clipolin-001165#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Climate finance for AFOLU sectors is significantly lower than in other sectors and experienced a recent decline. In 2019/20, AFOLU received only 2.5% of total tracked climate finance, compared to 51% for renewable energy generation and nearly 26% for low-carbon transport. While the general trend from 2013 to 2020 was positive, there was a 20% drop between 2017/18 and 2019/20, with the latter period averaging USD 16.3 billion.","ai_generated":true,"unit":"clipolin-001165#insight-1","date_modified":"2026-10-23"},{"text":"There is a massive gap between current funding and the investment needed for a Paris-compatible trajectory. AFOLU sectors require an average of USD 423.4 billion per year up to 2030, which is a nearly 26-fold increase over the 2019/20 annual average of USD 16.3 billion.","ai_generated":true,"unit":"clipolin-001165#insight-2","date_modified":"2026-10-23"},{"text":"Climate finance for AFOLU is overwhelmingly provided by public sources, while private investment remains very low. Private finance only passed the 1% threshold for the first time in 2019/20, lagging far behind the cross-sector average where 49% of total climate finance originates from private sources. Barriers to private investment include high actual and perceived risks, long pay-back periods, and low returns.","ai_generated":true,"unit":"clipolin-001165#insight-3","date_modified":"2026-10-23"},{"text":"Funding for climate mitigation has increased significantly, but adaptation finance has plateaued. Mitigation finance rose from a USD 3 billion annual average in 2015/16 to USD 10.6 billion in 2017/18. Adaptation finance, which makes up 34% of AFOLU climate finance (compared to 7.4% across all sectors), has fluctuated mildly and dropped in 2019/20.","ai_generated":true,"unit":"clipolin-001165#insight-4","date_modified":"2026-10-23"},{"text":"Geographically, the East Asia and Pacific region is the largest recipient of AFOLU climate finance (39%), followed by Sub-Saharan Africa (24%). In Sub-Saharan Africa, AFOLU attracts substantive investment due to its economic importance, as agriculture accounts for 23% of the region's GDP.","ai_generated":true,"unit":"clipolin-001165#insight-5","date_modified":"2026-10-23"},{"text":"Investment is heavily concentrated in forestry and agriculture, which together received nearly 80% of AFOLU climate finance in 2019/20. Other areas, such as fisheries, food loss and waste, and low-carbon diets, each represent a minor fraction of less than 1% of tracked finance.","ai_generated":true,"unit":"clipolin-001165#insight-6","date_modified":"2026-10-23"}],"climate_tags":["agriculture","forestry","climate finance","climate change mitigation","climate change adaptation","Blended Finance","Climate-smart agriculture","Paris Agreement"],"geography_discussed":["East Asia and Pacific","sub-Saharan Africa","United States","Canada","Australia","Oceania","Western Europe","Eastern Europe","Central Asia"],"frame_perspective":[],"analysis_type":["financial analysis","trend analysis","gap analysis"]},{"id":"commyale-000264","url":"https://climateinsightsdirectory.org/document/commyale-000264","title":"international public opinion on climate change 2022","publisher":{"name":"Yale Program on Climate Change Communication","organization":"yale-program-on-climate-change-communication"},"document_type":"report","language":"en","date_published":"2022","source_url":"https://climatecommunication.yale.edu/app/uploads/2023/07/international-public-opinion-on-climate-change-2022b.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report presents survey data from 108,946 Facebook users worldwide, revealing high global levels of worry and belief that climate change is happening, though perceptions of its causes and the responsibility for action vary significantly by region. While there is widespread support for renewable energy and the belief that climate action will not harm economic growth, willingness to engage in organized climate activism remains low in most regions, with a notable exception in Sub-Saharan Africa.","ai_generated":true,"unit":"commyale-000264#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"While a vast majority of respondents globally believe climate change is occurring, knowledge levels and beliefs about its causes vary. Respondents in Finland (92%) and Hungary (90%) are most likely to report knowing a moderate to large amount, whereas those in Benin (34%), the Democratic Republic of the Congo, Nigeria, and Haiti (all 32%) are most likely to have never heard of it. Regarding causality, majorities in 108 of 110 areas believe human activities are at least partially responsible, but only 26 areas have a majority who believe it is mostly caused by humans, with the highest agreement in Spain (65%), Sweden (61%), and Taiwan (60%).","ai_generated":true,"unit":"commyale-000264#insight-1","date_modified":"2026-10-23"},{"text":"Worry about climate change is widespread, with majorities in 108 of 110 areas expressing concern. The highest levels of worry are found in Mexico (95%), Portugal (93%), and Chile (93%), while the lowest are in Yemen (32%) and Jordan (48%). Most respondents (76 of 110 areas) believe climate change will harm future generations 'a great deal,' but far fewer (17 of 110 areas) believe it will harm them personally 'a great deal,' with the highest personal risk perceived in Malawi (62%) and Chile (61%).","ai_generated":true,"unit":"commyale-000264#insight-2","date_modified":"2026-10-23"},{"text":"Perceptions of responsibility for reducing climate pollution are split across three main entities. In 42 areas, the government is seen as most responsible (e.g., Romania, Uzbekistan, and Lebanon at 50%); in another 42 areas, individual people are seen as most responsible (e.g., El Salvador at 52%); and in 25 areas, businesses are viewed as most responsible (e.g., Germany and Mexico at 43%). Despite these differences, 104 of 110 areas believe climate change should be a high or very high government priority.","ai_generated":true,"unit":"commyale-000264#insight-3","date_modified":"2026-10-23"},{"text":"There is strong global support for the economic viability of climate action and the transition to renewable energy. Majorities in 109 of 110 areas believe that reducing climate change will either improve economic growth and jobs or have no effect. Additionally, 109 of 110 areas support increasing the use of renewable energy, with the highest support in Hungary (91%), Portugal (89%), and Spain (89%).","ai_generated":true,"unit":"commyale-000264#insight-4","date_modified":"2026-10-23"},{"text":"Support for reducing fossil fuel use is less uniform than support for renewables. Majorities in 41 of 110 areas support decreasing fossil fuel use, led by Denmark (79%), the UK (72%), and Sweden (72%). Conversely, 13 areas have majorities who believe their country should increase fossil fuel use, including Ghana (58%) and Mozambique (57%), although these same populations also support increasing renewable energy.","ai_generated":true,"unit":"commyale-000264#insight-5","date_modified":"2026-10-23"},{"text":"Willingness to join organized climate activism is generally low, with majorities in only 20 of 108 surveyed areas expressing a definite willingness to join such groups. This trend is most pronounced in Sub-Saharan Africa, where majorities in 12 of 17 areas would join, including Zambia (75%) and Malawi (74%). In contrast, no surveyed areas in Europe, North America, or South America had a majority willing to join an organized group.","ai_generated":true,"unit":"commyale-000264#insight-6","date_modified":"2026-10-23"}],"climate_tags":["renewable energy","fossil fuel","economic growth","climate policy"],"geography_discussed":["Europe","sub-Saharan Africa","South America","Southwest Asia and North Africa","North America","Finland","Hungary","Benin","Democratic Republic of the Congo","Nigeria","Haiti","Spain","Sweden","Taiwan","Indonesia","Yemen","Germany","Algeria","Cambodia","Mexico","Portugal","Chile","Jordan","Puerto Rico","Costa Rica","Malawi","Czech Republic","Norway","Angola","Zambia","Sri Lanka","Romania","Uzbekistan","Lebanon","El Salvador","Panama","Australia","Bangladesh","Brazil","Japan","Mozambique","Ghana","Netherlands"],"frame_perspective":[],"analysis_type":["public opinion survey"]},{"id":"cssn-000050","url":"https://climateinsightsdirectory.org/document/cssn-000050","title":"Loss and Damage Finance: Four Periods of Obstruction in the UN Climate Negotiations","publisher":{"name":"Climate Social Science Network","organization":"climate-social-science-network"},"document_type":"briefing","language":"en","date_published":"2022","source_url":"https://cssn.org/wp-content/uploads/2023/02/LDObstruction_CSSNBriefing2.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document analyzes thirty years of UN climate negotiations, arguing that countries in the Global North, particularly the United States, have consistently and deliberately obstructed the creation of a loss and damage finance mechanism. It divides this history into four periods: the initial efforts from 1991 to 2007, the lead-up to the Warsaw International Mechanism (2008-2013), the road to the Paris Agreement (2014-2015), and the post-Paris era (2016-present). The author highlights how advocates from the Global South, including AOSIS and the G77, shifted their framing from legal liability to moral risk to gain traction, while obstructionists used tactics such as conflating loss and damage with adaptation, proposing limited insurance alternatives, and explicitly excluding liability and compensation from official texts, most notably in Paragraph 51 of the Paris Agreement decision.","ai_generated":true,"unit":"cssn-000050#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"From 1991 to 2007, early attempts by Vanuatu and the Alliance of Small Island States (AOSIS) to establish an insurance pool for sea-level rise were blocked, and the term \"loss and damage\" did not enter official UNFCCC texts until the 2007 Bali Action Plan.","ai_generated":true,"unit":"cssn-000050#insight-1","date_modified":"2026-10-23"},{"text":"Between 2008 and 2013, a coalition of AOSIS, the Least Developed Countries (LDC) Group, and the African Group of Negotiators (AGN) pushed for compensation mechanisms, but developed states obstructed these by conflating loss and damage with adaptation and weakening the resulting Warsaw International Mechanism (WIM).","ai_generated":true,"unit":"cssn-000050#insight-2","date_modified":"2026-10-23"},{"text":"In the lead-up to the 2015 Paris Agreement, advocates shifted from a legal framing of liability and compensation to a more ambiguous 'loss and damage' frame to increase support from non-state actors and the media.","ai_generated":true,"unit":"cssn-000050#insight-3","date_modified":"2026-10-23"},{"text":"The Paris Agreement's Article 8 established a standalone provision for loss and damage, but this was a political compromise that explicitly foreclosed the possibility of liability or compensation through Paragraph 51 of the Decision text.","ai_generated":true,"unit":"cssn-000050#insight-4","date_modified":"2026-10-23"},{"text":"Since 2016, developed countries have continued to obstruct loss and damage finance by keeping the issue off agendas, under-resourcing the WIM, and suggesting limited alternatives like climate risk insurance instead of a dedicated fund.","ai_generated":true,"unit":"cssn-000050#insight-5","date_modified":"2026-10-23"},{"text":"At COP26 in Glasgow, the G77's request for a 'Glasgow Loss and Damage Facility' was denied, resulting only in an agreement to hold dialogues on funding arrangements, with the US, Australia, and EU leading the obstruction.","ai_generated":true,"unit":"cssn-000050#insight-6","date_modified":"2026-10-23"}],"climate_tags":["loss and damage","climate finance","climate change adaptation","United Nations Framework Convention on Climate Change","Paris Agreement","Global stocktake"],"geography_discussed":["Vanuatu","United States","Philippines","Australia","Canada","European Union","Japan","Mali","Bhutan"],"frame_perspective":[],"analysis_type":["historical analysis","policy analysis"]},{"id":"iisd-001535","url":"https://climateinsightsdirectory.org/document/iisd-001535","title":"Inclusive Closure and Post-Mining Transition at the Golden Pride Mine, Tanzania","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"case study","language":"en","date_published":"2022","source_url":"https://www.iisd.org/system/files/2022-11/igf-case-study-golden-pride-mine-tanzania.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Golden Pride Mine (GPM) in Tanzania, operated by Resolute Mining Limited from 1998 to 2013, serves as a model for inclusive mine closure. The process integrated early community engagement via Participatory Rural Appraisal (PRA), progressive reclamation of land into Miombo woodlands, and the creation of a pit lake to provide a sustainable water source for local agriculture. While the site was successfully transitioned to the Mineral Resources Institute for training purposes, the 2022 status report indicates ongoing challenges with illegal small-scale mining and vegetation harvesting. The document recommends that governments mandate early engagement, adaptable land-use plans, and the establishment of multidisciplinary closure committees.","ai_generated":true,"unit":"iisd-001535#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Golden Pride Mine (GPM) utilized a Participatory Rural Appraisal (PRA) approach starting in 2000 to identify community needs and fund projects in health, education, agriculture, roads, water supply, and environmental awareness, providing approximately USD 300,000 annually.","ai_generated":true,"unit":"iisd-001535#insight-1","date_modified":"2026-10-23"},{"text":"To address critical water needs for agriculture during the dry season, GPM constructed small dams in rural areas and converted the open pit into a pit lake to serve as a year-round water reservoir for irrigation and stock watering.","ai_generated":true,"unit":"iisd-001535#insight-2","date_modified":"2026-10-23"},{"text":"Progressive reclamation began in the second year of mining operations, focusing on returning the site to a natural Miombo woodland setting. This approach allowed the mine to adapt its designs, such as adding rock chutes to prevent erosional gullies, and built trust with regulators and communities.","ai_generated":true,"unit":"iisd-001535#insight-3","date_modified":"2026-10-23"},{"text":"As of mid-2022, the pit lake is filling faster than the initial 32-year projection, and while vegetation is maturing, the site faces significant challenges from illegal small-scale miners who are disrupting reclaimed waste rock piles and tailings storage areas.","ai_generated":true,"unit":"iisd-001535#insight-4","date_modified":"2026-10-23"},{"text":"The document argues that governments should require mine operators to implement early and regular engagement, adaptable post-mining land-use plans, and the formation of multidisciplinary closure committees to ensure social and environmental stability.","ai_generated":true,"unit":"iisd-001535#insight-5","date_modified":"2026-10-23"}],"climate_tags":["water management","community resilience","biodiversity"],"geography_discussed":["Australia"],"frame_perspective":[],"analysis_type":["case study"]},{"id":"iisd-001536","url":"https://climateinsightsdirectory.org/document/iisd-001536","title":"ESTUDIO DE CASO DEL IGF Transición a la postminería y cierre inclusivo en la mina Golden Pride, Tanzania","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"case study","language":"es","date_published":"2022","source_url":"https://www.iisd.org/system/files/2023-04/igf-case-study-golden-pride-mine-tanzania-es.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document details the closure process of the Golden Pride Mine (GPM) in Tanzania, operated by Resolute Mining Limited from 1998 to 2013. It emphasizes a multifaceted approach to closure that integrated Participatory Rural Appraisal (PRA) to align land-use decisions with community needs, such as water security. Key technical achievements include progressive revegetation of miombo forests and the conversion of the open pit into a lake for irrigation and livestock. The study also addresses the challenges of illegal small-scale mining and provides policy recommendations for governments on early engagement, adaptable land-use planning, and the establishment of multidisciplinary closure committees.","ai_generated":true,"unit":"iisd-001536#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Golden Pride Mine (GPM) utilized a Participatory Rural Appraisal (PRA) approach over 15 years to identify community development needs and ensure projects had broad social acceptance, focusing on health, education, agriculture, and water supply.","ai_generated":true,"unit":"iisd-001536#insight-1","date_modified":"2026-10-23"},{"text":"To address critical community needs for water during the dry season, the closure plan included the construction of small rural dams and the conversion of the open pit into a lake to serve as a year-round reservoir for irrigation and livestock.","ai_generated":true,"unit":"iisd-001536#insight-2","date_modified":"2026-10-23"},{"text":"Progressive recovery was implemented starting in the second year of operations, allowing for the restoration of native miombo forests and the testing of technical methods for waste rock and tailings stability before final closure.","ai_generated":true,"unit":"iisd-001536#insight-3","date_modified":"2026-10-23"},{"text":"The transition for the workforce was managed by starting consultations three years before closure, providing financial management assistance, job-seeking skills training, and severance payments exceeding Tanzanian legal requirements.","ai_generated":true,"unit":"iisd-001536#insight-4","date_modified":"2026-10-23"},{"text":"As of mid-2022, the primary challenge to the site's stability and environmental recovery is the presence of illegal small-scale miners who disturb tailings facilities and waste rock dumps and may contaminate the pit lake with mercury.","ai_generated":true,"unit":"iisd-001536#insight-5","date_modified":"2026-10-23"}],"climate_tags":["water management","biodiversity","community resilience","sustainable development"],"geography_discussed":["Nzega District","Tabora Region","Australia"],"frame_perspective":[],"analysis_type":["case study"]},{"id":"iisd-002124","url":"https://climateinsightsdirectory.org/document/iisd-002124","title":"State of Global Environmental Governance 2022","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2022","source_url":"https://www.iisd.org/system/files/2023-02/state-global-environmental-governance-2022.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report provides an overview of global environmental governance in 2022, noting a return to face-to-face multilateralism after the pandemic. Key achievements include the adoption of the Kunming-Montreal Global Biodiversity Framework, the launch of plastics treaty negotiations, and the agreement to establish a loss and damage fund for vulnerable countries. It also examines the integration of human rights into environmental policy and the impact of the war in Ukraine on environmental governance.","ai_generated":true,"unit":"iisd-002124#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In 2022, the international community achieved several major milestones in environmental governance, including the adoption of the Kunming-Montreal Global Biodiversity Framework, which replaces the Aichi Biodiversity Targets with 23 more specific and time-bound targets to be reached by 2030.","ai_generated":true,"unit":"iisd-002124#insight-1","date_modified":"2026-10-23"},{"text":"Significant progress was made in addressing pollution and marine biodiversity, specifically through the launch of negotiations for a new global plastics treaty intended to conclude by 2024 and the WTO's agreement to curb fisheries subsidies for illegal, unreported, and unregulated fishing.","ai_generated":true,"unit":"iisd-002124#insight-2","date_modified":"2026-10-23"},{"text":"A major breakthrough occurred at the Sharm El-Sheikh Climate Change Conference with the agreement to establish a fund and process to operationalize finance for loss and damage, addressing permanent climate effects that exceed adaptation capabilities.","ai_generated":true,"unit":"iisd-002124#insight-3","date_modified":"2026-10-23"},{"text":"The concept of nature-based solutions (NbS) gained significant traction in 2022, being formally defined by the UN Environment Assembly and integrated into decisions across the Rio Conventions, although some developing countries, led by Brazil, expressed concerns over the approach.","ai_generated":true,"unit":"iisd-002124#insight-4","date_modified":"2026-10-23"},{"text":"Human rights were increasingly linked to environmental governance, highlighted by the UN General Assembly's recognition of the right to a clean, healthy, and sustainable environment, though the integration of such language into specific treaty implementation remains contentious.","ai_generated":true,"unit":"iisd-002124#insight-5","date_modified":"2026-10-23"},{"text":"Geopolitical conflict, specifically the Russian invasion of Ukraine, disrupted environmental governance by delaying elections in some treaty bodies and causing significant ecological damage to 16 Ramsar Sites, leading to a landmark resolution recognizing the impacts of war on the environment.","ai_generated":true,"unit":"iisd-002124#insight-6","date_modified":"2026-10-23"}],"climate_tags":["biodiversity","climate finance","loss and damage","nature-based solutions","plastic pollution","human rights","renewable energy","environmental governance","Carbon Border Adjustment Mechanism"],"geography_discussed":["Canada","Pakistan","Australia","Brazil","United States","European Union","California","Ukraine","Egypt"],"frame_perspective":[],"analysis_type":["policy assessment","annual review"]},{"id":"iisd-002580","url":"https://climateinsightsdirectory.org/document/iisd-002580","title":"A BRIEF GUIDE TO BATTERIES","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"guide","language":"en","date_published":"2022","source_url":"https://www.iisd.org/system/files/2023-09/brief-guide-to-batteries.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document explains the fundamentals of battery cells, focusing on the critical role of lithium-ion (Li-ion) batteries in electric vehicles (EVs) and renewable energy storage. It details the mineral requirements for cathodes and anodes, highlighting the high geographic concentration of production for graphite, cobalt, and lithium. The guide also analyzes the battery value chain, noting China's dominance in midstream processing and cell manufacturing, and discusses future technologies like sodium-ion and solid-state batteries.","ai_generated":true,"unit":"iisd-002580#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Batteries are categorized into four primary types: disposable (non-chargeable), rechargeable, reserve (used in specific applications like military systems), and fuel cells. Disposable batteries currently represent 20% of the battery market.","ai_generated":true,"unit":"iisd-002580#insight-1","date_modified":"2026-10-23"},{"text":"Lithium-ion (Li-ion) batteries are the most common chemistry for electronic devices, energy storage, and electric vehicles due to their high energy density, thermal stability, and compact size. Their cathodes vary in chemistry (e.g., LCO, LMO, LFP, NMC, NCA, LTO) to suit different applications, with NMC batteries accounting for 72% of global EV batteries in 2020, excluding China.","ai_generated":true,"unit":"iisd-002580#insight-2","date_modified":"2026-10-23"},{"text":"The production of critical minerals for Li-ion batteries is highly concentrated geographically. In 2021, China produced 82% of the world's natural graphite, the Democratic Republic of the Congo produced 72% of unprocessed cobalt, and Australia accounted for 53% of lithium production. Indonesia produces one-third of the nickel market.","ai_generated":true,"unit":"iisd-002580#insight-3","date_modified":"2026-10-23"},{"text":"The battery value chain is divided into upstream (extraction and processing), midstream (smelting and refining), and downstream (industrial application and integration). China dominates the midstream, controlling more than 75% of the manufacturing capacity for battery cells and cell components, creating import dependencies for global EV manufacturers.","ai_generated":true,"unit":"iisd-002580#insight-4","date_modified":"2026-10-23"},{"text":"Sodium-ion batteries are an emerging alternative to Li-ion batteries, expected to enter the market in 2023. They eliminate the need for lithium, cobalt, and nickel, and offer better safety as they are non-flammable, though they have lower energy capacity and are heavier.","ai_generated":true,"unit":"iisd-002580#insight-5","date_modified":"2026-10-23"},{"text":"Solid-state batteries replace liquid electrolytes with solid compounds, offering higher power-to-weight ratios, longer shelf life, and non-flammability. However, they do not resolve critical mineral supply issues because they still rely on similar cathode and anode materials as current batteries.","ai_generated":true,"unit":"iisd-002580#insight-6","date_modified":"2026-10-23"}],"climate_tags":["battery","electric vehicle","critical minerals","energy storage","energy transition","supply chain","renewable energy"],"geography_discussed":["People's Republic of China","Democratic Republic of the Congo","Australia","Indonesia"],"frame_perspective":[],"analysis_type":["technical guide","supply chain analysis"]}]}