{"query_echo":{"q":"","filters":{"geography":["Chile"]},"warnings":[]},"total":{"value":1525,"relation":"eq"},"page":26,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=Chile&page=26","next":"https://climateinsightsdirectory.org/api/v1/search?geography=Chile&page=27","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":"iai-001938","url":"https://climateinsightsdirectory.org/document/iai-001938","title":"Informe resumido de actividades desde el 1 de julio de 2022 hasta la fecha por la Dirección Ejecutiva del IAI","publisher":{"name":"Inter-American Institute for Global Change Research","organization":"inter-american-institute-for-global-change-research"},"document_type":"report","language":"es","date_published":"2022-10-11","source_url":"https://archive.iai.int/administrador/assets/images/ckfinder/files/IAI-EC-54-4-es.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The IAI Executive Directorate reports progress on science and capacity building between July and October 2022. Key activities include the 'Climate and Health Responder Course for Latin America', the publication of a compendium on climate impacts in LAC, and the expansion of the STeP fellowship program to 45 fellows across 8 countries. The IAI also coordinated participation in the UNGA77 Science Summit and the SRI2022 congress, while establishing a Steering Committee for a Center for Science Diplomacy.","ai_generated":true,"unit":"iai-001938#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The IAI partnered with the PAHO and the Global Consortium on Climate and Health Education to implement the 'Climate and Health Responder Course for Latin America', selecting 26 transdisciplinary teams from 14 countries through a peer-review process focused on equity, diversity, and inclusion.","ai_generated":true,"unit":"iai-001938#insight-1","date_modified":"2026-10-23"},{"text":"The Executive Directorate coordinated the publication of the first IAI compendium on Climate Change Impacts in Latin America and the Caribbean, which consists of 12 opinion pieces written by IAI-STeP fellows and researchers and published in regional newspapers.","ai_generated":true,"unit":"iai-001938#insight-2","date_modified":"2026-10-23"},{"text":"The IAI facilitated global outreach through the UNGA77 Science Summit, featuring over 17 virtual sessions on global environmental change in the Americas, and the SRI2022 congress, featuring 7 virtual sessions.","ai_generated":true,"unit":"iai-001938#insight-3","date_modified":"2026-10-23"},{"text":"The IAI is establishing a Steering Committee for the Center for Science Diplomacy, with confirmed participation from Brazil, Chile, the United States, two SAC/SPAC members, one associate (AAAS), and six experts.","ai_generated":true,"unit":"iai-001938#insight-4","date_modified":"2026-10-23"},{"text":"The Science, Technology, Policy (STeP) Fellowship program has expanded to include 45 fellows from 11 nationalities across 8 host countries, with current fellows consisting of 34 women and 12 men.","ai_generated":true,"unit":"iai-001938#insight-5","date_modified":"2026-10-23"},{"text":"The IAI is collaborating with the Belmont Forum on Collaborative Research Actions (CRAs), including the drafting of a call for 'Climate, Environment and Health II (CEH2)' and the development of a Regional Amazon CRA, with a call anticipated for early 2024.","ai_generated":true,"unit":"iai-001938#insight-6","date_modified":"2026-10-23"},{"text":"The IAI-UNEP/GAN-EPIC-N project's first phase resulted in a stakeholder map of over 300 contacts with local governments and universities, and the identification of advisory groups across four subregions and one Central American country.","ai_generated":true,"unit":"iai-001938#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate change","environmental change","capacity building","Climate risk assessment","climate finance","environmental policy"],"geography_discussed":["Uruguay","Panama","Brazil","Chile","United States","Canada","Argentina","Bolivia","Colombia","Mexico","Peru","Venezuela","Guatemala","United Kingdom"],"frame_perspective":[],"analysis_type":["activity report","progress update"]},{"id":"wri-001629","url":"https://climateinsightsdirectory.org/document/wri-001629","title":"6 Key Tasks at COP27","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"briefing","language":"en","date_published":"2022-10-04","source_url":"https://www.wri.org/insights/cop27-priorities","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"WRI identifies six critical objectives for COP27: establishing a loss and damage financing mechanism, scaling adaptation support, strengthening national emissions targets (NDCs), ensuring the $100 billion climate finance goal is met, advancing the Global Stocktake, and converting previous Glasgow commitments into tangible actions.","ai_generated":true,"unit":"wri-001629#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a critical need to establish a formal financing mechanism for loss and damage, as developing countries argue that existing finance is \"grossly inadequate\" and that these needs are \"distinct and additional to finance for adaptation, humanitarian assistance or development assistance.\"","ai_generated":true,"unit":"wri-001629#insight-1","date_modified":"2026-10-23"},{"text":"Adaptation finance must be scaled up to meet the COP26 goal of doubling 2019 levels by 2025, which is approximately $40 billion. Current data from the OECD shows adaptation finance rose from $20.3 billion in 2019 to $28.6 billion in 2020.","ai_generated":true,"unit":"wri-001629#insight-2","date_modified":"2026-10-23"},{"text":"Countries are urged to strengthen their 2030 emissions-reduction targets (NDCs) to align with the 1.5 degrees C goal. While countries like India, Australia, Indonesia, and Egypt have submitted more ambitious plans, there are concerns that the energy crisis caused by Russia's invasion of Ukraine may lead to backsliding, with European governments estimated to spend over $48 billion this winter on \"new or expanded fossil fuel infrastructure and supplies.\"","ai_generated":true,"unit":"wri-001629#insight-3","date_modified":"2026-10-23"},{"text":"Developed countries have consistently failed to meet the 2009 commitment to mobilize $100 billion per year for developing nations; an OECD assessment found only $83.3 billion was mobilized in 2020.","ai_generated":true,"unit":"wri-001629#insight-4","date_modified":"2026-10-23"},{"text":"The first Global Stocktake, which began at COP26 and concludes at COP28, must move beyond being an \"information-sharing exercise\" to produce a \"political package that will drive forward action\" by 2023.","ai_generated":true,"unit":"wri-001629#insight-5","date_modified":"2026-10-23"},{"text":"There is a pressing need to convert Glasgow climate pledges—including those regarding methane emissions, forest loss, and coal phase-out—into concrete action and visible progress to ensure accountability.","ai_generated":true,"unit":"wri-001629#insight-6","date_modified":"2026-10-23"}],"climate_tags":["loss and damage","climate finance","climate change adaptation","Nationally Determined Contributions","climate change mitigation","Global stocktake","Net-zero emissions","Just Energy Transition Partnership","Community based adaptation","Global Goal on Adaptation"],"geography_discussed":["Pakistan","People's Republic of China","Europe","India","Australia","Indonesia","Mexico","Turkey","Vietnam","Chile","South Africa","Senegal","United Arab Emirates"],"frame_perspective":[],"analysis_type":["policy briefing"]},{"id":"catf-000382","url":"https://climateinsightsdirectory.org/document/catf-000382","title":"How our trash contributes to climate change — and what we can do about it","publisher":{"name":"Clean Air Task Force","organization":"clean-air-task-force"},"document_type":"policy brief","language":"en","date_published":"2022-09-30","source_url":"https://www.catf.us/2022/09/how-our-trash-contributes-to-climate-change/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The waste sector is responsible for approximately 20% of human-driven methane emissions globally, primarily from the anaerobic breakdown of organic waste in landfills and dumps. With global waste generation projected to increase by 73% by 2050, the document argues that reducing methane is critical for slowing global warming and meeting Paris Agreement goals. It proposes a modified waste hierarchy focusing on food waste prevention, organic waste diversion (via composting and anaerobic digestion), and improved landfill design and dump rehabilitation. The brief highlights successful regional policies, such as South Korea's weight-based food waste collection and India's waste segregation rules, while noting that up to 60% of mitigation measures have low or negative costs.","ai_generated":true,"unit":"catf-000382#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The waste sector is a major contributor to climate change, accounting for roughly 20% of global human-driven methane emissions. Methane is significantly more potent than carbon dioxide in the short term, being more than 80 times more potent, and has contributed to nearly half of the 1 degree Celsius of warming seen to date.","ai_generated":true,"unit":"catf-000382#insight-1","date_modified":"2026-10-23"},{"text":"Global waste generation is expected to rise by 73% from 2020 levels to reach 3.88 billion tonnes annually by 2050, with the most significant increases anticipated in South Asia and Sub-Saharan Africa. Consequently, methane emissions from waste are projected to grow by 13 megatons per year over the next decade.","ai_generated":true,"unit":"catf-000382#insight-2","date_modified":"2026-10-23"},{"text":"Mitigation of methane from the waste sector is economically viable, with up to 60% of measures having low or negative costs. Effective strategies include food waste prevention (e.g., redistributing usable food), organic waste diversion through composting and anaerobic digestion, and the rehabilitation of open dumps to include methane-oxidizing covers and gas capture.","ai_generated":true,"unit":"catf-000382#insight-3","date_modified":"2026-10-23"}],"climate_tags":["methane emissions","waste management","organic waste","landfill gas","Paris Agreement"],"geography_discussed":["sub-Saharan Africa","South Asia","São Paulo","South Korea","India","Chile","European Union","Oregon"],"frame_perspective":[],"analysis_type":["policy analysis","mitigation strategy"]},{"id":"glowit-000033","url":"https://climateinsightsdirectory.org/document/glowit-000033","title":"Roots of resistance: Documenting the global struggles of defenders protecting land and environmental rights","publisher":{"name":"Global Witness","organization":"global-witness"},"document_type":"report","language":"en","date_published":"2022-09-29","source_url":"https://globalwitness.org/en/campaigns/land-and-environmental-defenders/roots-of-resistance/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"In 2024, Global Witness documented 146 land and environmental defenders murdered or disappeared globally, with 82% of cases occurring in Latin America. The report identifies mining as the deadliest industry and highlights the disproportionate targeting of Indigenous Peoples and small-scale farmers. It examines specific crises in Colombia, Mexico, Brazil, the Philippines, Guatemala, and Palestine, while critiquing the failures of state protection mechanisms and the rise of criminalization. The document calls for the ratification of the Escazú Agreement, the implementation of mandatory corporate due diligence, and the formal recognition of defenders' roles in climate solutions ahead of COP30.","ai_generated":true,"unit":"glowit-000033#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In 2024, 146 land and environmental defenders were murdered or disappeared globally, averaging approximately three people per week. This follows a total of 2,253 documented cases since 2012.","ai_generated":true,"unit":"glowit-000033#insight-1","date_modified":"2026-10-23"},{"text":"Latin America remains the most dangerous region, accounting for 82% of all documented cases in 2024. Colombia is specifically identified as one of the deadliest countries, where one-third of all global lethal attacks occurred in 2024.","ai_generated":true,"unit":"glowit-000033#insight-2","date_modified":"2026-10-23"},{"text":"Indigenous Peoples and small-scale farmers are the most targeted groups; in 2024, 45 defenders from each category were killed or disappeared.","ai_generated":true,"unit":"glowit-000033#insight-3","date_modified":"2026-10-23"},{"text":"Mining is the most lethal industry for defenders, linked to at least 29 cases in 2024, followed by logging (eight cases) and agribusiness (four cases).","ai_generated":true,"unit":"glowit-000033#insight-4","date_modified":"2026-10-23"},{"text":"Organized crime is a primary driver of violence, linked to nearly one-third of all killings and disappearances in 2024.","ai_generated":true,"unit":"glowit-000033#insight-5","date_modified":"2026-10-23"},{"text":"Guatemala saw a five-fold increase in murders in 2024, rising from four cases in 2023 to 20, resulting in the highest number of killings per capita globally for that year.","ai_generated":true,"unit":"glowit-000033#insight-6","date_modified":"2026-10-23"},{"text":"State protection mechanisms, such as Colombia's National Protection Unit (NPU), are often flawed, with high rejection rates for requests and a failure to account for the collective nature of defender work.","ai_generated":true,"unit":"glowit-000033#insight-7","date_modified":"2026-10-23"},{"text":"Criminalization is identified as the most common tactic to silence defenders, with laws regarding terrorism, sedition, and defamation being weaponized by states.","ai_generated":true,"unit":"glowit-000033#insight-8","date_modified":"2026-10-23"},{"text":"In the occupied Palestinian territories, the report notes that land grabbing and the destruction of environment—such as the uprooting of over a million olive trees since 2023—are used as tools of erasure and territorial control.","ai_generated":true,"unit":"glowit-000033#insight-9","date_modified":"2026-10-23"},{"text":"The Escazú Agreement is a critical regional treaty for Latin America and the Caribbean designed to protect defenders, but implementation remains insufficient, with nearly 1,000 defenders killed or disappeared since its 2018 adoption.","ai_generated":true,"unit":"glowit-000033#insight-10","date_modified":"2026-10-23"}],"climate_tags":["land tenure","extractive industry","mining","climate justice","biodiversity loss","indigenous rights","deforestation","2025 United Nations Climate Change Conference"],"geography_discussed":["Latin America","Colombia","Mexico","Brazil","Philippines","Honduras","Guatemala","Nigeria","Chile","Palestine","Gaza Strip","West Bank","Asia","Africa"],"frame_perspective":[],"analysis_type":["human rights monitoring","policy analysis","case study"]},{"id":"glowit-000067","url":"https://climateinsightsdirectory.org/document/glowit-000067","title":"Raízes da resistência","publisher":{"name":"Global Witness","organization":"global-witness"},"document_type":"report","language":"pt","date_published":"2022-09-29","source_url":"https://globalwitness.org/pt/campaigns/land-and-environmental-defenders/raizes-da-resistencia/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"In 2024, 146 land and environmental defenders were murdered or disappeared globally, with 82% of cases occurring in Latin America. Mining remains the most lethal sector, followed by logging and agribusiness. The report highlights systemic failures in state protection, high levels of impunity, and the criminalization of activists. It specifically examines the precarious situation of indigenous and peasant communities in Colombia, Mexico, Brazil, the Philippines, Honduras, Guatemala, and Chile, while also addressing the environmental destruction and land expropriation in occupied Palestinian territories. The document calls for the ratification of the Escazú Agreement, the implementation of the EU's Corporate Sustainability Due Diligence Directive, and the guaranteed safe participation of defenders in COP30.","ai_generated":true,"unit":"glowit-000067#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In 2024, Global Witness documented 146 murders and prolonged disappearances of land and environmental defenders worldwide, averaging approximately three people killed or disappeared per week.","ai_generated":true,"unit":"glowit-000067#insight-1","date_modified":"2026-10-23"},{"text":"Latin America remains the most dangerous region, accounting for 82% of all documented cases in 2024. Indigenous peoples and small-scale farmers are the most targeted groups, with 45 defenders from each category killed or disappeared.","ai_generated":true,"unit":"glowit-000067#insight-2","date_modified":"2026-10-23"},{"text":"Mining is identified as the most lethal economic sector for defenders, with at least 29 cases in 2024, followed by logging (eight cases) and agribusiness (four cases).","ai_generated":true,"unit":"glowit-000067#insight-3","date_modified":"2026-10-23"},{"text":"Organized crime is linked to nearly one-third of the murders and disappearances in 2024, while state forces (military and police) were linked to 17 killings.","ai_generated":true,"unit":"glowit-000067#insight-4","date_modified":"2026-10-23"},{"text":"Colombia continues to be one of the most lethal countries globally, recording 48 murders in 2024, representing one-third of all documented fatal attacks worldwide.","ai_generated":true,"unit":"glowit-000067#insight-5","date_modified":"2026-10-23"},{"text":"Guatemala experienced a sharp increase in violence, with murders jumping from four in 2023 to 20 in 2024, making it the country with the highest per capita murder rate of defenders in 2024.","ai_generated":true,"unit":"glowit-000067#insight-6","date_modified":"2026-10-23"},{"text":"In the Philippines, eight cases were documented in 2024, with at least six linked to government bodies, primarily the armed forces. Defenders face 'red-tagging', where they are falsely accused of being communists or terrorists.","ai_generated":true,"unit":"glowit-000067#insight-7","date_modified":"2026-10-23"},{"text":"The report highlights the systematic expropriation of Palestinian lands and environmental destruction in Gaza and the West Bank, noting that 80% of Gaza's arable land was damaged by March 2025.","ai_generated":true,"unit":"glowit-000067#insight-8","date_modified":"2026-10-23"},{"text":"State protection mechanisms, such as Colombia's UNP, are often ineffective due to bureaucratic hurdles, lack of collective protection, and a requirement for defenders to continuously prove their risk level to maintain support.","ai_generated":true,"unit":"glowit-000067#insight-9","date_modified":"2026-10-23"},{"text":"Criminalization is described as the most common tactic to silence defenders, with laws on terrorism, sedition, and defamation being instrumentalized against them.","ai_generated":true,"unit":"glowit-000067#insight-10","date_modified":"2026-10-23"}],"climate_tags":["land tenure","extractive industry","mining","indigenous rights","climate justice","biodiversity loss","deforestation","2025 United Nations Climate Change Conference"],"geography_discussed":["Latin America","Colombia","Mexico","Brazil","Philippines","Honduras","Guatemala","Chile","Nigeria","Palestine","West Bank","United Kingdom"],"frame_perspective":[],"analysis_type":["human rights monitoring","environmental policy analysis","case study"]},{"id":"glowit-000193","url":"https://climateinsightsdirectory.org/document/glowit-000193","title":"Raíces de resistencia: Documentando las luchas de las personas que defienden los derechos al ambiente y al territorio","publisher":{"name":"Global Witness","organization":"global-witness"},"document_type":"report","language":"es","date_published":"2022-09-29","source_url":"https://globalwitness.org/es/campaigns/land-and-environmental-defenders/raices-de-resistencia/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"In 2024, 146 environmental and land defenders were killed or disappeared globally, with 82% of cases occurring in Latin America. The report identifies mining as the deadliest industry for defenders and highlights the role of organized crime and state actors in these attacks. It specifically examines the critical situations in Colombia, Mexico, Brazil, the Philippines, Honduras, and Guatemala, while detailing the systemic failures of state protection mechanisms and the criminalization of activism. The document calls for the ratification of the Escazú Agreement, the implementation of binding corporate due diligence laws, and the recognition of defenders' roles in climate solutions ahead of COP30.","ai_generated":true,"unit":"glowit-000193#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In 2024, Global Witness documented 146 killings and long-term disappearances of environmental and land defenders worldwide, averaging approximately three people per week.","ai_generated":true,"unit":"glowit-000193#insight-1","date_modified":"2026-10-23"},{"text":"Latin America remains the most dangerous region, accounting for 82% of all documented cases in 2024. Indigenous peoples and peasants are the most targeted groups, with 45 defenders from each category killed or disappeared during the year.","ai_generated":true,"unit":"glowit-000193#insight-2","date_modified":"2026-10-23"},{"text":"Colombia is the deadliest country for these defenders, representing one-third of all lethal attacks documented globally in 2024, with 48 recorded killings.","ai_generated":true,"unit":"glowit-000193#insight-3","date_modified":"2026-10-23"},{"text":"Guatemala saw a significant surge in violence, with killings increasing from 4 in 2023 to 20 in 2024, making it the country with the highest number of killings per capita in the world for 2024.","ai_generated":true,"unit":"glowit-000193#insight-4","date_modified":"2026-10-23"},{"text":"Mining is the most lethal industrial sector for defenders, linked to at least 29 cases in 2024, followed by logging (8 cases) and agribusiness (4 cases).","ai_generated":true,"unit":"glowit-000193#insight-5","date_modified":"2026-10-23"},{"text":"Organized crime and state actors are major perpetrators; nearly one-third of 2024 cases are linked to organized crime, while state forces (military and police) are linked to 17 killings.","ai_generated":true,"unit":"glowit-000193#insight-6","date_modified":"2026-10-23"},{"text":"State protection mechanisms, such as Colombia's UNP, are often ineffective or insufficient; in 2024, five defenders who had requested or received protection were still killed.","ai_generated":true,"unit":"glowit-000193#insight-7","date_modified":"2026-10-23"},{"text":"Criminalization is the most common method used to silence defenders, with laws on terrorism, sedition, and defamation frequently weaponized against them.","ai_generated":true,"unit":"glowit-000193#insight-8","date_modified":"2026-10-23"},{"text":"In the occupied Palestinian territories, Israeli forces have caused catastrophic environmental damage, including destroying 80% of Gaza's cropland by March 2025 and uprooting over one million olive trees since 2023.","ai_generated":true,"unit":"glowit-000193#insight-9","date_modified":"2026-10-23"},{"text":"The report highlights a regression in global policy, noting the US withdrawal from the Paris Agreement and the EU's weakening of legislation to protect defenders from corporate abuses.","ai_generated":true,"unit":"glowit-000193#insight-10","date_modified":"2026-10-23"}],"climate_tags":["land tenure","mining","climate justice","biodiversity loss","deforestation","2025 United Nations Climate Change Conference","Paris Agreement","indigenous rights"],"geography_discussed":["Latin America","Colombia","Mexico","Brazil","Philippines","Honduras","Guatemala","Chile","Gaza Strip","West Bank"],"frame_perspective":[],"analysis_type":["human rights monitoring","policy analysis","case study"]},{"id":"wri-001829","url":"https://climateinsightsdirectory.org/document/wri-001829","title":"Sustainable Urban Mobility in the NDCs: The Essential Role of Public Transport","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"research paper","language":"en","date_published":"2022-09-27","source_url":"https://files.wri.org/d8/s3fs-public/2022-09/sustainable-urban-mobility-ndcs-essential-role-public-transport_0.pdf?VersionId=aDJstKWe_3s9k298sFxskKlqEeuskM4P","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document analyzes 142 NDCs, finding that while 100 mention public transport, only 26 set specific targets. It argues that public transport is essential for limiting global warming to 1.5C by reducing private vehicle use and electrifying bus fleets. The authors identify five key implementation areas: funding for infrastructure and operations, 100% transition to electric buses, adaptation and resilience measures, broader sustainable urban transport planning, and cross-sectoral coordination.","ai_generated":true,"unit":"wri-001829#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Of the 142 NDCs representing 168 countries analyzed, 100 mention public transport, but only 26 identify specific targets for electrifying bus fleets, building infrastructure, or shifting travel.","ai_generated":true,"unit":"wri-001829#insight-1","date_modified":"2026-10-23"},{"text":"There is a significant gap between general commitments and quantitative targets for mode shifting and electrification: 55 NDCs promote shifting from private vehicles to public transit, but only 13 have targets; 35 countries have electrification commitments, but only 12 have specific targets.","ai_generated":true,"unit":"wri-001829#insight-2","date_modified":"2026-10-23"},{"text":"Public transport adaptation to climate change is severely underrepresented, with only 16 NDCs including measures to adapt public transport to adverse climate effects.","ai_generated":true,"unit":"wri-001829#insight-3","date_modified":"2026-10-23"},{"text":"Informal and semi-formal transport sectors, which are dominant in the Global South, are almost entirely absent from NDCs; Angola is the only country to recognize the sector, though it identifies no measures to address it.","ai_generated":true,"unit":"wri-001829#insight-4","date_modified":"2026-10-23"},{"text":"Major emitters with high vehicle kilometers traveled (VKT) often lack strong public transport commitments; for example, the United States and Australia do not set specific targets for shifting to public transit.","ai_generated":true,"unit":"wri-001829#insight-5","date_modified":"2026-10-23"},{"text":"To meet 1.5C goals, the world must decrease the share of motor vehicle kilometers traveled by 4 to 14 percent by 2030 and ensure electric vehicles make up 75 percent of global bus sales by 2025.","ai_generated":true,"unit":"wri-001829#insight-6","date_modified":"2026-10-23"},{"text":"Public transport is significantly more efficient than other motorized modes, with electric buses and trains producing about one-quarter of the emissions per passenger-kilometer compared to ride-hailing and less than half compared to private vehicles.","ai_generated":true,"unit":"wri-001829#insight-7","date_modified":"2026-10-23"},{"text":"The authors recommend five key implementation areas to enhance NDCs: funding for infrastructure and operations, a 100% transition to electric bus fleets, resilience and adaptation measures, broader sustainable urban transport systems, and cross-sectoral/sub-national coordination.","ai_generated":true,"unit":"wri-001829#insight-8","date_modified":"2026-10-23"}],"climate_tags":["public transport","Nationally Determined Contributions","urban transport","climate change adaptation","Paris Agreement","Sustainable Development Goals"],"geography_discussed":["India","Bangladesh","Malawi","Rwanda","Sri Lanka","Nepal","Panama","Costa Rica","Marshall Islands","Angola","United States","Australia","People's Republic of China","Canada","Chile","Mexico","Indonesia","Jordan","Israel"],"frame_perspective":[],"analysis_type":["policy analysis","quantitative assessment"]},{"id":"clibonds-000959","url":"https://climateinsightsdirectory.org/document/clibonds-000959","title":"Peru Sustainable Finance State of the Market 2022","publisher":{"name":"Climate Bonds Initiative","organization":"climate-bonds-initiative"},"document_type":"report","language":"en","date_published":"2022-09","source_url":"https://www.climatebonds.net/files/documents/publications/cbi_peru_sotm_2021_03d.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes Peru's sustainable finance landscape, noting that while it was a regional pioneer with the first green bond in 2014, its GSS+ market has expanded more slowly than its peers. As of April 2022, the market reached approximately USD 6.6bn across 16 deals, dominated by sovereign sustainability bonds. The document identifies significant investment gaps in infrastructure (USD 110bn) and sanitation (USD 22bn), while highlighting opportunities in renewable energy, low-carbon agriculture, and nature-based solutions. It outlines structural barriers such as low market liquidity, currency hedging challenges, and political instability, and recommends the development of a national green finance taxonomy by 2025 to provide clarity and attract capital.","ai_generated":true,"unit":"clibonds-000959#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Peru's sustainable finance market reached a cumulative total of approximately USD 6.6bn across 16 deals as of April 2022, making it the fourth largest sustainable market in the Latin America and Caribbean (LAC) region.","ai_generated":true,"unit":"clibonds-000959#insight-1","date_modified":"2026-10-23"},{"text":"Sustainability bonds are the dominant instrument in Peru's GSS+ market, accounting for 59% of the total volume, largely driven by sovereign issuances in 2021 totaling USD 3.3bn.","ai_generated":true,"unit":"clibonds-000959#insight-2","date_modified":"2026-10-23"},{"text":"Green bonds represent 17% of the market volume (USD 1.1bn), with 93% of the use of proceeds earmarked for renewable energy.","ai_generated":true,"unit":"clibonds-000959#insight-3","date_modified":"2026-10-23"},{"text":"Peru faces a significant infrastructure investment gap of USD 110bn between 2019 and 2038 across sectors including transport, sanitation, healthcare, water, telecommunication, energy, and education.","ai_generated":true,"unit":"clibonds-000959#insight-4","date_modified":"2026-10-23"},{"text":"The country is highly vulnerable to climate change, with projections suggesting that climate-related losses could reach 6% of GDP by 2030 and 20% by 2050.","ai_generated":true,"unit":"clibonds-000959#insight-5","date_modified":"2026-10-23"},{"text":"Peru intends to establish a national green finance taxonomy by 2025 to help identify sectors relevant to a low-carbon transition.","ai_generated":true,"unit":"clibonds-000959#insight-6","date_modified":"2026-10-23"},{"text":"The renewable energy sector is significantly underutilizing its potential; hydropower generation potential is 13 times greater than installed capacity, and wind power is 58 times greater.","ai_generated":true,"unit":"clibonds-000959#insight-7","date_modified":"2026-10-23"},{"text":"Several structural barriers hinder the growth of the sustainable finance market, including low market liquidity, high issuance costs for bonds under USD 100m, and a lack of currency hedging solutions for international investors.","ai_generated":true,"unit":"clibonds-000959#insight-8","date_modified":"2026-10-23"},{"text":"The Peruvian Government has set a conditional greenhouse gas emission goal to limit emissions to a maximum of 179MtCO2e by 2030, depending on international financing.","ai_generated":true,"unit":"clibonds-000959#insight-9","date_modified":"2026-10-23"},{"text":"The Bosques Amazónicos deal in December 2021 was the first green Climate Bonds Certified forestry deal in the LAC region, directing USD 45m to forest conservation.","ai_generated":true,"unit":"clibonds-000959#insight-10","date_modified":"2026-10-23"}],"climate_tags":["climate bond","climate finance","renewable energy","nature-based solutions","climate change adaptation","climate resilience","transition finance","Hard to abate sectors","mining","petroleum industry","cement","steel","infrastructure investment"],"geography_discussed":["Latin America and Caribbean","Brazil","Mexico","Argentina","Chile","Colombia","Ucayali Department"],"frame_perspective":[],"analysis_type":["market assessment","gap analysis","policy review"]},{"id":"iisd-003705","url":"https://climateinsightsdirectory.org/document/iisd-003705","title":"Voluntary Sustainability Standards in East Africa","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2022-09","source_url":"https://www.iisd.org/system/files/2022-09/voluntary-sustainability-standards-east-africa.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes the alignment between three voluntary sustainability standards (VSSs)—the East African Organic Products Standard (EAOPS), the Sustainable Rice Platform (SRP) Standard, and GLOBALG.A.P.—and the agricultural policies of the East African Community (EAC). It focuses on staple crops (beans, maize, rice, and wheat) which are critical for food security and regional trade. The findings indicate strong alignment with climate resilience goals and medium alignment with productivity and trade objectives. Key barriers to scaling VSSs include high certification costs for smallholders, low domestic demand for certified products, and a lack of official political recognition from national standards bureaus. The report recommends that VSS bodies use pilot projects to prove their value and that EAC policy-makers provide targeted financial support and official recognition to integrate these standards into regional trade and development frameworks.","ai_generated":true,"unit":"iisd-003705#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is strong alignment between the requirements of the analyzed VSSs and the EAC policy objective of enhancing climate change resilience, particularly regarding soil health and land management.","ai_generated":true,"unit":"iisd-003705#insight-1","date_modified":"2026-10-23"},{"text":"VSSs show medium alignment with EAC goals for increasing agricultural productivity, specifically by providing frameworks to reduce post-harvest losses and manage aflatoxin contamination in maize and wheat.","ai_generated":true,"unit":"iisd-003705#insight-2","date_modified":"2026-10-23"},{"text":"VSSs demonstrate medium alignment with the objective of boosting intraregional trade by requiring compliance with national and regional laws and providing mechanisms for recognition and equivalence between different standard systems.","ai_generated":true,"unit":"iisd-003705#insight-3","date_modified":"2026-10-23"},{"text":"Smallholder farmers in the EAC face significant barriers to VSS adoption, primarily due to high certification costs and a lack of financial incentives in domestic markets.","ai_generated":true,"unit":"iisd-003705#insight-4","date_modified":"2026-10-23"},{"text":"The East African Organic Products Standard (EAOPS), while developed regionally, suffers from a lack of updates and official recognition by some national bodies, such as the Kenya Bureau of Standards.","ai_generated":true,"unit":"iisd-003705#insight-5","date_modified":"2026-10-23"},{"text":"The Sustainable Rice Platform (SRP) is being implemented in Uganda and Tanzania through pilot projects and is integrated into Uganda's National Rice Development Strategy for 2021–2030.","ai_generated":true,"unit":"iisd-003705#insight-6","date_modified":"2026-10-23"},{"text":"Non-tariff barriers (NTBs), such as ad hoc import bans based on quality concerns like aflatoxin levels, remain a primary obstacle to intraregional agricultural trade in the EAC.","ai_generated":true,"unit":"iisd-003705#insight-7","date_modified":"2026-10-23"},{"text":"Participatory Guarantee Systems (PGSs) provide a more accessible and cost-effective alternative to third-party certification for small-scale organic producers, particularly in Tanzania.","ai_generated":true,"unit":"iisd-003705#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate resilience","agroforestry","water management","sustainable agriculture","smallholder","organic agriculture","greenhouse gas emissions"],"geography_discussed":["Chile","Brazil"],"frame_perspective":[],"analysis_type":["policy analysis","benchmarking","market analysis"]},{"id":"iai-001735","url":"https://climateinsightsdirectory.org/document/iai-001735","title":"Informe de la 30.a reunión de la Conferencia de las Partes del Instituto Interamericano para la Investigación del Cambio Global","publisher":{"name":"Inter-American Institute for Global Change Research","organization":"inter-american-institute-for-global-change-research"},"document_type":"report","language":"es","date_published":"2022-08-10","source_url":"https://iai.int/administrador/assets/images/ckfinder/files/CoP-30-report-es.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The 30th meeting of the IAI Conference of the Parties (CoP-30) focused on administrative governance, financial sustainability, and the advancement of transdisciplinary climate research in the Americas. Key outcomes included the approval of the 2022-2023 operating budget, the adoption of a revised Scientific Agenda, and the establishment of a Gender, Equity, Diversity, and Inclusion Policy. The meeting also initiated the recruitment process for a new Executive Director and planned for the 31st meeting to be hosted by Panama in 2023.","ai_generated":true,"unit":"iai-001735#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The IAI faces significant financial pressure due to the lack of voluntary contributions from member Parties, which threatens the organization's long-term health and its ability to fulfill its work plan.","ai_generated":true,"unit":"iai-001735#insight-1","date_modified":"2026-10-23"},{"text":"The Conference of the Parties adopted a revised Scientific Agenda and approved a new Policy on Gender, Equity, Diversity, and Inclusion for IAI scientific projects and capacity-building activities.","ai_generated":true,"unit":"iai-001735#insight-2","date_modified":"2026-10-23"},{"text":"The IAI is implementing a 'National Climate Assessment Initiative' to help countries in Latin America and the Caribbean strengthen their capacities to conduct climate assessments for adaptation and mitigation strategies.","ai_generated":true,"unit":"iai-001735#insight-3","date_modified":"2026-10-23"},{"text":"The IAI is expanding its capacity-building efforts through the Science, Technology and Policy (STeP) Fellowship Program and the establishment of the Center for Science Diplomacy for the Americas.","ai_generated":true,"unit":"iai-001735#insight-4","date_modified":"2026-10-23"},{"text":"The IAI is pursuing transdisciplinary research collaborations, including work with the Belmont Forum on migration, mobility, and global change, as well as a regional Amazonia project with FAPESP.","ai_generated":true,"unit":"iai-001735#insight-5","date_modified":"2026-10-23"},{"text":"The meeting initiated the recruitment process for a new Executive Director, as the current director is in the final year of their second term and ineligible for further election.","ai_generated":true,"unit":"iai-001735#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate change","climate change adaptation","climate change mitigation","capacity building"],"geography_discussed":["Uruguay","Panama","Argentina","Brazil","Bolivia","Canada","Chile","Colombia","Ecuador","United States","Guatemala","Jamaica","Mexico","Paraguay","Peru","Dominican Republic"],"frame_perspective":[],"analysis_type":["administrative report","governance review"]},{"id":"gclifun-005215","url":"https://climateinsightsdirectory.org/document/gclifun-005215","title":"E-Mobility Program for Sustainable Cities in Latin America and the Caribbean Multiple Countries","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2022-08-09","source_url":"https://www.greenclimate.fund/sites/default/files/document/fp189-idb-multiple-countries.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The E-Mobility Program for Sustainable Cities in Latin America and the Caribbean is a 450 million USD initiative (200 million USD from GCF) designed to accelerate the transition to commercial electric vehicles (EVs) and enhance the climate resilience of urban transport systems. The program focuses on high-utilization commercial vehicles, including buses, taxis, trucks, and vessels, while excluding private passenger cars. It integrates EV deployment with sustainable urban mobility measures, such as cycle lanes and pedestrianization, and explores advanced technologies like green hydrogen and vehicle-to-grid (V2G) systems to improve grid stability. The program targets nine countries: Barbados, Chile, Colombia, Costa Rica, Dominican Republic, Jamaica, Panama, Paraguay, and Uruguay. Key goals include reducing GHG emissions by 7.55 million tCO2e and benefiting approximately 8.9 million people through adaptation measures.","ai_generated":true,"unit":"gclifun-005215#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The program aims to reduce greenhouse gas emissions by 7,547,602 tCO2eq over the asset lifetime of the investments.","ai_generated":true,"unit":"gclifun-005215#insight-1","date_modified":"2026-10-23"},{"text":"The total financing for the program is 450 million USD, with 200 million USD requested from the GCF and 250 million USD in co-financing from the IDB and national sources.","ai_generated":true,"unit":"gclifun-005215#insight-2","date_modified":"2026-10-23"},{"text":"The program targets a total of 8,890,000 beneficiaries for adaptation measures, consisting of 1,446,298 direct and 7,443,703 indirect beneficiaries.","ai_generated":true,"unit":"gclifun-005215#insight-3","date_modified":"2026-10-23"},{"text":"The program is structured into four components: increasing climate resilience of urban transport infrastructure, V2G and green hydrogen pilot projects for grid resilience, electrified integrated urban mobility, and technical assistance.","ai_generated":true,"unit":"gclifun-005215#insight-4","date_modified":"2026-10-23"},{"text":"The program specifically targets commercial EVs, including buses, taxis, institutional fleets, trucks, and vessels, while explicitly excluding private passenger cars and motorcycles.","ai_generated":true,"unit":"gclifun-005215#insight-5","date_modified":"2026-10-23"},{"text":"Battery Electric Vehicles (BEVs) in the program countries are estimated to reduce GHG emissions on a well-to-wheel basis by approximately 80% compared to fossil units, based on an average carbon intensity of electricity of 0.243 kgCO2e/kWh.","ai_generated":true,"unit":"gclifun-005215#insight-6","date_modified":"2026-10-23"},{"text":"The program identifies several barriers to EV deployment, including high upfront costs, low profitability, long payback times, and a lack of conducive business models and policies.","ai_generated":true,"unit":"gclifun-005215#insight-7","date_modified":"2026-10-23"},{"text":"The program includes a gender action plan to address differentiated travel patterns and increase economic opportunities for women in the electromobility sector.","ai_generated":true,"unit":"gclifun-005215#insight-8","date_modified":"2026-10-23"},{"text":"The program's initial sub-project pipeline includes e-bus projects in Panama City, Manizales, and Asuncion, as well as e-taxi projects in the Dominican Republic and electric vessel pilots in Cartagena and Costa Rica.","ai_generated":true,"unit":"gclifun-005215#insight-9","date_modified":"2026-10-23"}],"climate_tags":["electric vehicle","electromobility","public transport","green hydrogen","climate resilience","Resilience (power system)","greenhouse gas emissions","air pollution","climate finance","sustainable development"],"geography_discussed":["Panama City","Manizales","Asunción","Santo Domingo","Cartagena"],"frame_perspective":[],"analysis_type":["funding proposal","investment plan","technical assessment"]},{"id":"chanmar-000091","url":"https://climateinsightsdirectory.org/document/chanmar-000091","title":"Krill, Baby, Krill","publisher":{"name":"Changing Markets Foundation","organization":"changing-markets-foundation"},"document_type":"report","language":"en","date_published":"2022-08","source_url":"https://changingmarkets.org/wp-content/uploads/2023/10/CM-WEB-REPORT-LAYOUT-KRILL-BABY-KRILL-FINAL.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report argues that Antarctic krill fishing is unsustainable, threatening a fragile ecosystem already stressed by climate change. It highlights how the industry, dominated by Aker BioMarine, uses greenwashing and problematic certifications like the MSC to justify its operations. An investigation reveals that krill-oil supplements are widely sold by the world's largest retailers and krill meal is extensively used in European salmon aquaculture, often without consumer-facing labels or retailer policies to exclude it.","ai_generated":true,"unit":"chanmar-000091#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Antarctic krill is a keystone species and a significant carbon sink, capable of removing up to 23 million tonnes of carbon from the atmosphere annually, which is equivalent to the emissions of 35 million cars.","ai_generated":true,"unit":"chanmar-000091#insight-1","date_modified":"2026-10-23"},{"text":"Climate change is severely impacting krill habitats; it is predicted that krill could lose 20–55% of their habitat by the end of the century, with young krill potentially losing up to 80%.","ai_generated":true,"unit":"chanmar-000091#insight-2","date_modified":"2026-10-23"},{"text":"Krill fishing is highly concentrated in small areas, which creates direct competition for food with key predators such as penguins and seals, exacerbating the effects of climate change.","ai_generated":true,"unit":"chanmar-000091#insight-3","date_modified":"2026-10-23"},{"text":"The krill industry is dominated by the Norwegian company Aker BioMarine, which took 65% of the catch in 2021 and is responsible for 80% of global krill oil production, despite reporting net losses nearly every year for the last decade.","ai_generated":true,"unit":"chanmar-000091#insight-4","date_modified":"2026-10-23"},{"text":"The Commission for the Conservation of Antarctic Marine Living Resources (CCAMLR) is criticized for outdated management and an inability to reach consensus on protective measures, such as marine protected areas (MPAs), due to opposition from China and Russia.","ai_generated":true,"unit":"chanmar-000091#insight-5","date_modified":"2026-10-23"},{"text":"The industry uses 'greenwashing' and self-created labels, such as Aker BioMarine's 'Eco-Harvesting' label, to portray the fishery as sustainable, while relying on MSC certification that ignores climate change and predator impacts.","ai_generated":true,"unit":"chanmar-000091#insight-6","date_modified":"2026-10-23"},{"text":"A survey of the 50 largest global retailers found that 68% sell krill-oil supplements, with the highest prevalence in North American (88%) and Asian (75%) markets.","ai_generated":true,"unit":"chanmar-000091#insight-7","date_modified":"2026-10-23"},{"text":"An investigation of 16 European retail chains in France, Germany, Spain, and the UK found that all are likely to sell salmon reared on feed containing krill, yet none have policies to exclude krill feed from their own brands.","ai_generated":true,"unit":"chanmar-000091#insight-8","date_modified":"2026-10-23"},{"text":"Major European salmon farmers including Bakkafrost, Cermaq, Grieg Seafood, Lerøy Seafood, and Norway Royal Salmon use krill meal, primarily sourced from Aker BioMarine via feed producers BioMar and Skretting.","ai_generated":true,"unit":"chanmar-000091#insight-9","date_modified":"2026-10-23"}],"climate_tags":["carbon sink","ocean acidification","biodiversity loss","greenwashing"],"geography_discussed":["Norway","People's Republic of China","European Union","United Kingdom","France","Germany","Spain","Russia","South Korea","Chile","United States"],"frame_perspective":[],"analysis_type":["supply chain investigation","environmental impact assessment","policy analysis"]},{"id":"clihealth-000057","url":"https://climateinsightsdirectory.org/document/clihealth-000057","title":"UNA NUEVA CONSTITUCIÓN CHILENA: PRINCIPIOS CLAVES PARA SALUD Y CAMBIO CLIMÁTICO","publisher":{"name":"Global Climate and Health Alliance","organization":"global-climate-and-health-alliance"},"document_type":"briefing","language":"es","date_published":"2022-08","source_url":"https://climateandhealthalliance.org/wp-content/uploads/2022/08/ESP-Chile-Brief-1.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document outlines a proposed constitutional framework for Chile that integrates ecological principles with human rights. It highlights specific articles that establish the rights of nature, the right to a healthy environment, and the state's obligation to mitigate climate risks. Additionally, it details the proposed creation of a National Water Agency and a Nature Defender's office to ensure sustainable resource management and environmental justice.","ai_generated":true,"unit":"clihealth-000057#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Chile is identified as highly vulnerable to climate change, meeting seven of the nine UNFCCC vulnerability criteria, and is currently experiencing a 12-year drought.","ai_generated":true,"unit":"clihealth-000057#insight-1","date_modified":"2026-10-23"},{"text":"The proposed constitution defines Chile as a plurinational, intercultural, regional, and ecological state, recognizing an 'indissoluble relationship' between humans and nature.","ai_generated":true,"unit":"clihealth-000057#insight-2","date_modified":"2026-10-23"},{"text":"The proposal grants legal rights to nature, including the right to regeneration, restoration of functions, and the protection of biodiversity.","ai_generated":true,"unit":"clihealth-000057#insight-3","date_modified":"2026-10-23"},{"text":"The state is mandated to implement actions for the prevention, adaptation, and mitigation of risks and effects caused by the ecological and climate crisis.","ai_generated":true,"unit":"clihealth-000057#insight-4","date_modified":"2026-10-23"},{"text":"The proposed framework establishes universal rights to health, clean air, and a healthy environment, while requiring the state to consider social and environmental determinants of health in its decision-making.","ai_generated":true,"unit":"clihealth-000057#insight-5","date_modified":"2026-10-23"},{"text":"The proposal introduces a 'National Water Agency' (Agencia Nacional del Agua) as an autonomous body to ensure sustainable water use and the human right to water and sanitation.","ai_generated":true,"unit":"clihealth-000057#insight-6","date_modified":"2026-10-23"},{"text":"A 'Nature Defender' (Defensoría de la Naturaleza) is proposed as an autonomous body to promote and protect the rights of nature and environmental rights against state or private omissions.","ai_generated":true,"unit":"clihealth-000057#insight-7","date_modified":"2026-10-23"},{"text":"The proposal defines 'natural common goods' (bienes comunes naturales)—including the territorial sea, glaciers, wetlands, and the atmosphere—over which the state has a special duty of custody.","ai_generated":true,"unit":"clihealth-000057#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","climate change mitigation","public health","water management","biodiversity conservation","renewable energy","environmental education","environmental justice","sustainable development","food security"],"geography_discussed":["World"],"frame_perspective":[],"analysis_type":["policy analysis","legal review"]},{"id":"iisd-001396","url":"https://climateinsightsdirectory.org/document/iisd-001396","title":"The Landscape of Financing Strategies for Adaptation in Developing Countries","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2022-08","source_url":"https://www.iisd.org/system/files/2022-08/financing-strategies-for-adaptation-developing-countries.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report reviews 24 financing strategies from developing countries, categorizing them into discrete adaptation strategies and general climate action strategies. It finds that while these documents help communicate priorities and attract international grants, there is a significant gap in strategic analysis regarding how to leverage public finance to attract private investment. The report emphasizes the need for stronger engagement from ministries of finance and planning, as well as improved country-level tracking of climate finance to measure the actual impact of these strategies.","ai_generated":true,"unit":"iisd-001396#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Developing countries use two primary types of financing strategies: discrete strategies focused solely on adaptation (e.g., NAP resource mobilization strategies) and general strategies for climate action that include both mitigation and adaptation (e.g., NDC financing roadmaps).","ai_generated":true,"unit":"iisd-001396#insight-1","date_modified":"2026-10-23"},{"text":"There is a lack of detailed analysis in most strategies regarding the strategic use of public, grant, and concessional finance to leverage further investment, particularly from the private sector.","ai_generated":true,"unit":"iisd-001396#insight-2","date_modified":"2026-10-23"},{"text":"Detailed costing of every adaptation action is not necessarily more effective than high-level strategies; generating exhaustive cost data can be expensive and time-consuming, and is often revised during the project design stage by funders.","ai_generated":true,"unit":"iisd-001396#insight-3","date_modified":"2026-10-23"},{"text":"Strategies led by ministries of environment or sustainable development often lack the necessary integration with national budgets; therefore, active engagement of ministries of finance and planning is critical for aligning adaptation with national economic priorities.","ai_generated":true,"unit":"iisd-001396#insight-4","date_modified":"2026-10-23"},{"text":"Multilateral Development Banks (MDBs) are central to the implementation of these strategies, often providing the technical assistance for their creation and serving as the primary delivery channels for the resulting finance.","ai_generated":true,"unit":"iisd-001396#insight-5","date_modified":"2026-10-23"},{"text":"Measuring the impact of financing strategies is difficult due to a lack of country-level tracking systems for climate finance and the recent nature of most documents.","ai_generated":true,"unit":"iisd-001396#insight-6","date_modified":"2026-10-23"},{"text":"A primary benefit of these strategies is the improved communication of adaptation priorities, which helps increase their visibility relative to mitigation projects and assists governments in communicating needs to development partners.","ai_generated":true,"unit":"iisd-001396#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","climate finance","national adaptation plan","Nationally Determined Contributions","multilateral development bank","private investment","public finance","climate risk management","Sustainable Development Goals"],"geography_discussed":["Albania","Belize","Benin","Cambodia","Ethiopia","Moldova","Niger Basin","Peru","Saint Lucia","Saint Vincent and the Grenadines","Chile","Colombia","Ecuador","El Salvador","Ghana","Island States in the Indian Ocean","Kenya","Malawi","Mali","Melanesia","Morocco","Sahel","Zambia"],"frame_perspective":[],"analysis_type":["policy review","case study analysis","technical assessment"]},{"id":"iisd-002343","url":"https://climateinsightsdirectory.org/document/iisd-002343","title":"MUJERES Y LA MINA DEL FUTURO","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"es","date_published":"2022-08","source_url":"https://www.iisd.org/system/files/2023-04/women-mine-of-the-future-peru-es.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines the systemic underrepresentation of women in Peru's large-scale mining sector, where female labor participation remained around 6% between 2010 and 2019. It identifies key barriers including a lack of women in STEM degrees, traditional gender biases, and challenges in retaining mothers. The document analyzes employment data, regulatory frameworks, and private sector practices, concluding with policy recommendations to improve inclusion, such as implementing gender quotas in recruitment and enhancing labor flexibility for parents.","ai_generated":true,"unit":"iisd-002343#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Female labor participation in the Peruvian mining sector has remained relatively stable at approximately 6% between 2010 and 2019.","ai_generated":true,"unit":"iisd-002343#insight-1","date_modified":"2026-10-23"},{"text":"Women in the mining sector are predominantly concentrated in administrative roles, with significantly lower representation in managerial, operational, and plant positions.","ai_generated":true,"unit":"iisd-002343#insight-2","date_modified":"2026-10-23"},{"text":"There is a significant gender gap in the educational pipeline for mining-related careers; only about 30% of students and graduates in these fields are women.","ai_generated":true,"unit":"iisd-002343#insight-3","date_modified":"2026-10-23"},{"text":"A gross gender pay gap existed in the sector, which was reported at 18% in 2018 and decreased to 6% in 2019, though gaps remain high in specific roles such as general operations (34.5% in 2019).","ai_generated":true,"unit":"iisd-002343#insight-4","date_modified":"2026-10-23"},{"text":"Women's participation in large-scale mining varies by activity stage, showing higher average participation in exploration (10%) and closure (increasing to 11% in 2021) compared to exploitation (6%).","ai_generated":true,"unit":"iisd-002343#insight-5","date_modified":"2026-10-23"},{"text":"Contractor companies show the lowest female labor participation in large-scale mining, averaging around 4%, likely because they primarily perform operational and construction work.","ai_generated":true,"unit":"iisd-002343#insight-6","date_modified":"2026-10-23"},{"text":"The report identifies structural barriers to gender equality, including 'machismo', unconscious bias, and the difficulty of retaining female staff after childbirth due to rotating shifts and remote camp locations.","ai_generated":true,"unit":"iisd-002343#insight-7","date_modified":"2026-10-23"},{"text":"Government spending on Research and Development (R&D) within the Energy and Mines sector is very low, representing only 3% of total government R&D expenditure between 2016 and 2021.","ai_generated":true,"unit":"iisd-002343#insight-8","date_modified":"2026-10-23"},{"text":"Sexual harassment is a critical issue; a cited external evaluation of Rio Tinto reported that 30% of women surveyed had suffered sexual harassment, particularly those aged 25-34 and those in copper mines.","ai_generated":true,"unit":"iisd-002343#insight-9","date_modified":"2026-10-23"}],"climate_tags":["gender equality","energy transition"],"geography_discussed":["Canada","South Africa","Chile","Australia","Brazil"],"frame_perspective":[],"analysis_type":["descriptive analysis","situational analysis","policy review"]},{"id":"iisd-003176","url":"https://climateinsightsdirectory.org/document/iisd-003176","title":"Investor Perspectives on Accelerating Growth in the Indian EV Ecosystem","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2022-08","source_url":"https://www.iisd.org/system/files/2022-08/investor-perspectives-growth-indian-electric-vehicle-ecosystem.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines India's transition to electric mobility, highlighting the success of demand-side incentives like FAME II for two- and three-wheelers. It identifies critical investment gaps in charging infrastructure and battery manufacturing, while discussing the potential of battery swapping and the risks posed by global supply chain dependencies on China and other mineral-rich nations. The analysis emphasizes the need for binding targets, improved consumer financing, and workforce retraining to ensure a competitive and just transition.","ai_generated":true,"unit":"iisd-003176#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"India's FAME II scheme has significantly boosted EV demand by increasing subsidies tenfold to $1.35 billion compared to phase I, specifically accelerating the adoption of two-wheelers (2W) and three-wheelers (3W).","ai_generated":true,"unit":"iisd-003176#insight-1","date_modified":"2026-10-23"},{"text":"Consumer financing remains a major barrier, with electric 2Ws facing higher interest rates and down payments than internal combustion engine vehicles; proposed solutions include a $300 million first-loss risk-sharing instrument and including EVs in priority sector lending.","ai_generated":true,"unit":"iisd-003176#insight-2","date_modified":"2026-10-23"},{"text":"Charging infrastructure is a critical bottleneck, with only about 1,800 public stations available. Investors identify land availability and electricity grid readiness as the primary obstacles to deployment.","ai_generated":true,"unit":"iisd-003176#insight-3","date_modified":"2026-10-23"},{"text":"Battery swapping is viewed as a viable solution for urban centers to reduce upfront costs and land requirements, though it is currently hindered by a lack of interoperability and a higher tax rate (18 percent) compared to fixed batteries (5 percent).","ai_generated":true,"unit":"iisd-003176#insight-4","date_modified":"2026-10-23"},{"text":"India aims to establish 50 GWh of local battery manufacturing capacity through the Production Linked Incentive Scheme for Advanced Chemistry Cell Batteries (PLI-ACC), which offers $2.5 billion in subsidies over five years.","ai_generated":true,"unit":"iisd-003176#insight-5","date_modified":"2026-10-23"},{"text":"The Indian EV supply chain is highly vulnerable to geopolitical tensions and global shortages, particularly regarding battery cells, semiconductors, and raw metals, with China controlling 75-80 percent of refining and cell manufacturing.","ai_generated":true,"unit":"iisd-003176#insight-6","date_modified":"2026-10-23"},{"text":"To improve global competitiveness, investors suggest India move from enabling policies to binding targets for EV penetration and tighten fuel economy standards, which currently lag behind the EU, US, and China.","ai_generated":true,"unit":"iisd-003176#insight-7","date_modified":"2026-10-23"},{"text":"There is a significant skill gap in the labor force, particularly in R&D and the transition of ICE mechanics to EV servicing, necessitating state-led vocational training and retraining initiatives.","ai_generated":true,"unit":"iisd-003176#insight-8","date_modified":"2026-10-23"}],"climate_tags":["electric vehicle","Battery Manufacturing","electric vehicle charging network","battery recycling","supply chain","critical minerals","just transition","green industrial policy"],"geography_discussed":["People's Republic of China","European Union","United States","Democratic Republic of the Congo","Bolivia","Chile","Australia","Russia","Taiwan","Delhi","Maharashtra","Gujarat","Telangana","Karnataka","Tamil Nadu","Kerala"],"frame_perspective":[],"analysis_type":["policy analysis","investment assessment","supply chain analysis"]},{"id":"iisd-003741","url":"https://climateinsightsdirectory.org/document/iisd-003741","title":"WOMEN AND THE MINE OF THE FUTURE","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2022-08","source_url":"https://www.iisd.org/system/files/2023-04/women-mine-of-the-future-peru-en.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines the status of women in Peru's large-scale mining sector, finding that female labour force participation remained relatively constant at around 6% between 2010 and 2019. Women are primarily concentrated in administrative roles, with significantly lower representation in managerial (11%), operational (5%), and staff (4%) positions. The study identifies structural barriers including 'machismo', a lack of women in STEM education (only 30% of graduates in mining-related courses are women), and challenges in retaining female staff after childbirth. It also notes a gross gender wage gap in the sector of 6% in 2019, though this gap is higher in specific roles such as operators (34%). The document recommends incentives for women in STEM, improved recruitment processes, greater labour flexibility for parents, and increased transparency in employment data.","ai_generated":true,"unit":"iisd-003741#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Female labour force participation in the Peruvian mining sector remained relatively stable at approximately 6% from 2010 to 2019.","ai_generated":true,"unit":"iisd-003741#insight-1","date_modified":"2026-10-23"},{"text":"Women's employment in the mining sector is heavily concentrated in administrative roles, while representation in other categories is much lower: managerial positions average 11%, operational positions 5%, and staff 4%.","ai_generated":true,"unit":"iisd-003741#insight-2","date_modified":"2026-10-23"},{"text":"There is a significant gender gap in education for mining-related fields, with women representing only about 30% of those enrolled and graduating from these courses.","ai_generated":true,"unit":"iisd-003741#insight-3","date_modified":"2026-10-23"},{"text":"A gross gender wage gap exists in the Peruvian mining sector; in 2019 it was 6% overall, but significantly higher for operators at 34%.","ai_generated":true,"unit":"iisd-003741#insight-4","date_modified":"2026-10-23"},{"text":"Women's participation in large-scale mining varies by activity stage, with the highest average participation in the exploration stage (10%) and the lowest in the exploitation stage (6%).","ai_generated":true,"unit":"iisd-003741#insight-5","date_modified":"2026-10-23"},{"text":"Contracting companies have the lowest female labour participation in large-scale mining, averaging around 4%, likely because they primarily perform operational work.","ai_generated":true,"unit":"iisd-003741#insight-6","date_modified":"2026-10-23"},{"text":"The report identifies 'machismo' and traditional perceptions of gender roles as primary barriers that limit women's participation and retention in the industry.","ai_generated":true,"unit":"iisd-003741#insight-7","date_modified":"2026-10-23"},{"text":"Retaining female personnel after childbirth is cited as one of the most significant challenges for large-scale mines in Peru.","ai_generated":true,"unit":"iisd-003741#insight-8","date_modified":"2026-10-23"},{"text":"Government expenditure on research and development (R&D) for the Energy and Mines sector is low, representing only 3% of total R&D spending between 2016 and 2021.","ai_generated":true,"unit":"iisd-003741#insight-9","date_modified":"2026-10-23"}],"climate_tags":["gender equality"],"geography_discussed":["Canada","South Africa","Chile","Norway","Denmark"],"frame_perspective":[],"analysis_type":["situational analysis","descriptive analysis","gender analysis"]},{"id":"ciel-000767","url":"https://climateinsightsdirectory.org/document/ciel-000767","title":"Respuesta al Informe de Seguimiento al Plan de Acción e Informe de Cierre de Caso – Borrador Preliminar - MICI-BID-CH-2017-0115 Proyecto “Hidroeléctrico Alto Maipo”","publisher":{"name":"Center for International Environmental Law","organization":"center-for-international-environmental-law"},"document_type":"statement","language":"es","date_published":"2022-07-22","source_url":"https://www.ciel.org/wp-content/uploads/2023/06/Respuesta-CIEL-Ecosistemas-CCNAM-a-Informe-Seguimiento-MICI-072222.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that the MICI's decision to close the Alto Maipo case is premature and fails to hold the Inter-American Development Bank (IDB) accountable for environmental damage and human rights violations. It highlights severe reprisals against environmental defenders, including cyber-intelligence surveillance by AES Andes, and criticizes the IDB Invest's 'cut and run' divestment strategy, which the authors claim avoids responsibility for remediation. The authors emphasize that the project accelerated desertification in the Maipo River basin, threatening the water supply for over eight million people in Santiago, and call for a formal 'Responsible Exit' framework and a comprehensive reparation mechanism within the IDB's accountability system.","ai_generated":true,"unit":"ciel-000767#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The project operator, AES Andes, allegedly employed cyber-intelligence services to infiltrate WhatsApp groups of the Coordinadora Ciudadana No Alto Maipo (CCNAM) and collected personal data, including RUT numbers and political backgrounds, of project opponents.","ai_generated":true,"unit":"ciel-000767#insight-1","date_modified":"2026-10-23"},{"text":"The authors argue that the MICI's decision to close the case based on the IDB's lack of a current contractual relationship is an error, as the bank's responsibility for remediation stems from the investment itself and the resulting damages, not the current contract status.","ai_generated":true,"unit":"ciel-000767#insight-2","date_modified":"2026-10-23"},{"text":"The Alto Maipo project has significantly degraded the Maipo River basin, contributing to a process of desertification in central Chile and risking the drinking water supply for more than eight million people in Santiago and the Metropolitan Region.","ai_generated":true,"unit":"ciel-000767#insight-3","date_modified":"2026-10-23"},{"text":"The authors criticize the IDB's divestment from the project as an irresponsible exit that avoids the duty to repair damages, suggesting that financial institutions should not be allowed to use divestment as a strategy to evade accountability.","ai_generated":true,"unit":"ciel-000767#insight-4","date_modified":"2026-10-23"},{"text":"The MICI previously excluded central environmental issues from its investigation, such as river flows and biodiversity in the Maipo basin, due to a judicial exclusion clause that has since been removed from MICI policies.","ai_generated":true,"unit":"ciel-000767#insight-5","date_modified":"2026-10-23"}],"climate_tags":["hydroelectricity","water scarcity","desertification","climate change adaptation","human rights","climate finance","fossil-fuel divestment"],"geography_discussed":["Santiago","Cajón del Maipo","Maipo River"],"frame_perspective":[],"analysis_type":["policy critique","legal statement","human rights assessment"]},{"id":"wri-000119","url":"https://climateinsightsdirectory.org/document/wri-000119","title":"How to De-risk Low-carbon Investments","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"guide","language":"en","date_published":"2022-07-22","source_url":"https://www.wri.org/insights/de-risking-low-carbon-investments","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document addresses the investment gap for climate-smart infrastructure in developing countries, where high perceived risks lead to high risk premiums and non-bankable projects. It defines de-risking as the reallocation or reduction of risk through policy measures (establishing rules and mandates) and financial measures (using public capital to bear risk). Three examples illustrate these mechanisms: the Green Climate Fund's anchor equity in Chile's Espejo de Tarapacá project, the Africa Energy Guarantee Facility's multi-layered insurance chain, and Climate Investor Two's tiered tranche structure. The guide concludes that while not applicable to all projects, strategic de-risking leverages small amounts of public capital to mobilize large-scale private investment.","ai_generated":true,"unit":"wri-000119#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a significant gap between the demand for and supply of investment for clean energy in developing countries; annual investment needs to increase more than sevenfold, from under $150 billion in 2020 to $1 trillion by 2030, excluding adaptation costs.","ai_generated":true,"unit":"wri-000119#insight-1","date_modified":"2026-10-23"},{"text":"Private investors often avoid climate-smart infrastructure in developing countries due to high risk premiums driven by perceived risks, including political instability, contradictory regulatory frameworks, fragmented capital markets with currency fluctuations, and technology-specific risks such as underperformance or lack of local expertise.","ai_generated":true,"unit":"wri-000119#insight-2","date_modified":"2026-10-23"},{"text":"De-risking is categorized into policy de-risking, which uses laws and mandates to establish stable rules, and financial de-risking, where public entities use debt, equity, or guarantees to share or transfer risk to encourage private investment.","ai_generated":true,"unit":"wri-000119#insight-3","date_modified":"2026-10-23"},{"text":"The Espejo de Tarapacá project in Chile, combining a 300-megawatt pumped-storage hydroelectric plant and a 561-megawatt photovoltaic solar plant, used $60 million in direct equity from the Green Climate Fund as 'anchor' investment to signal quality and attract an expected $1 billion in private sector funding.","ai_generated":true,"unit":"wri-000119#insight-4","date_modified":"2026-10-23"},{"text":"The Africa Energy Guarantee Facility (AEGF) employs a chain of risk-sharing involving primary insurers (like ATI), a reinsurer (Munich RE), and guarantees from the European Investment Bank and KfW to facilitate approximately $1.4 billion in private investment for energy projects in Africa.","ai_generated":true,"unit":"wri-000119#insight-5","date_modified":"2026-10-23"},{"text":"Climate Investor Two (CI2) utilizes a tiered tranche structure for its Construction Equity Fund to attract different investor types: Tier 1 (public donors) provides a first-loss buffer, Tier 2 (commercial/DFIs) is de-risked by Tier 1, and Tier 3 (institutional investors) receives guaranteed returns as senior equity.","ai_generated":true,"unit":"wri-000119#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate finance","renewable energy","photovoltaics","energy efficiency","climate change adaptation","climate resilience","multilateral development bank"],"geography_discussed":["Chile","Africa","Thailand","Kenya","Latin America"],"frame_perspective":[],"analysis_type":["conceptual guide","case study analysis"]},{"id":"sei-001505","url":"https://climateinsightsdirectory.org/document/sei-001505","title":"Overcoming barriers to integrated planning","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"briefing","language":"en","date_published":"2022-07","source_url":"https://www.sei.org/wp-content/uploads/2022/06/overcoming-barriers-to-integrated-planning.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Stockholm Environment Institute (SEI) highlights the need for integrated planning to manage synergies and trade-offs between the Paris Agreement and the 2030 Agenda for Sustainable Development. The briefing presents the Low Emissions Analysis Platform (LEAP) as a unique open-access, quantitative, and prospective tool capable of analyzing both Nationally Determined Contributions (NDCs) and SDGs. SEI's Initiative on Integrated Climate and Development Planning has expanded LEAP with extensions for macroeconomic impacts, health, agriculture, and land use, which have been applied in 16 countries to quantify the co-benefits of climate action.","ai_generated":true,"unit":"sei-001505#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Integrated planning is necessary because aggressive pursuit of a single climate or development goal can negatively impact other priorities, and limited resources require the optimization of synergies.","ai_generated":true,"unit":"sei-001505#insight-1","date_modified":"2026-10-23"},{"text":"While climate mitigation shows positive synergies with health (SDG 3), energy (SDG 7), responsible consumption and production (SDG 12), and oceans (SDG 14), stringent actions to limit warming to 1.5°C pose risks of trade-offs for poverty (SDG 1), hunger (SDG 2), water (SDG 6), and energy (SDG 7).","ai_generated":true,"unit":"sei-001505#insight-2","date_modified":"2026-10-23"},{"text":"An evaluation of eight available tools for assessing SDG-NDC interlinkages found that the Low Emissions Analysis Platform (LEAP) is the only open-access tool that is prospective, quantitative, comparative, and covers both SDGs and NDCs.","ai_generated":true,"unit":"sei-001505#insight-3","date_modified":"2026-10-23"},{"text":"The SEI Initiative on Integrated Climate and Development Planning has added four major extensions to LEAP to quantify impacts on specific SDGs: LEAP-Macro for employment and GDP (SDG 8), the Integrated Benefits Calculator for air pollution and health (SDG 3), the AgHealth tool for agriculture and diet (SDG 3), and a forestry and other land-use (FOLU)-tool for emissions.","ai_generated":true,"unit":"sei-001505#insight-4","date_modified":"2026-10-23"},{"text":"The LEAP toolkit has been used in 16 countries to develop NDCs or assess decarbonization, including Bangladesh, Benin, Chile, Colombia, Costa Rica, Côte d’Ivoire, Dominican Republic, Eswatini, Ghana, Mali, Mexico, Mongolia, Nigeria, Togo, Zimbabwe, and Morocco.","ai_generated":true,"unit":"sei-001505#insight-5","date_modified":"2026-10-23"},{"text":"Quantified health impact assessments for the NDCs of Nigeria, Côte d’Ivoire, and Ghana indicate that implementing updated plans could prevent 30,000, 7,000, and 2,900 premature deaths per year, respectively.","ai_generated":true,"unit":"sei-001505#insight-6","date_modified":"2026-10-23"},{"text":"In Morocco, the application of LEAP-Macro to the low-carbon energy transition showed that investments in the power sector could increase long-run GDP by 0.2%.","ai_generated":true,"unit":"sei-001505#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate change mitigation","Sustainable Development Goals","Nationally Determined Contributions","energy transition","climate finance","public health","land use","forestry"],"geography_discussed":["Africa","Nigeria","Ivory Coast","Ghana","Morocco","Bangladesh","Benin","Chile","Colombia","Costa Rica","Dominican Republic","Eswatini","Mali","Mexico","Mongolia","Togo","Zimbabwe"],"frame_perspective":[],"analysis_type":["tool evaluation","case study"]}]}