{"query_echo":{"q":"","filters":{"analysis_type":["network analysis"]},"warnings":[]},"total":{"value":42,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=network+analysis&page=1","next":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=network+analysis&page=2","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":"isdglo-000027","url":"https://climateinsightsdirectory.org/document/isdglo-000027","title":"‘United by chaos:’ Examining the Russian nexus to online networks of nihilistic violence","publisher":{"name":"Institute for Strategic Dialogue","organization":"institute-for-strategic-dialogue"},"document_type":"report","language":"en","date_published":"2026-09-15","source_url":"https://www.isdglobal.org/digital-dispatch/united-by-chaos-examining-the-russian-nexus-to-online-networks-of-nihilistic-violence/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The report examines 'the Alliance,' a coalition formed in April 2026 within the 'Com Network' that coordinates fragmented groups of nihilistic violence. The Alliance is characterized by an emphasis on offline violence, operational sophistication, and a shared goal of creating 'Chaos.' The author identifies several indicators of possible Russian state sponsorship, including financial incentives for violence, advanced technical infrastructure, and coordinated propaganda. While the broader Com remains an organic youth ecosystem, the Alliance represents a shift toward professionalized, potentially state-linked hybrid warfare using 'disposable agents' for arson and sabotage globally.","ai_generated":true,"unit":"isdglo-000027#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Since April 2026, 'the Alliance' has introduced strategic coordination and operational sophistication to the fragmented Com Network, connecting groups with diverse ideologies around a shared commitment to 'offline violence and the fomenting of chaos worldwide.'","ai_generated":true,"unit":"isdglo-000027#insight-1","date_modified":"2026-10-23"},{"text":"The Alliance provides advanced practical support for violence, including a dark web forum and a public website hosting guides on 'operational security, cybercrime, poisons, explosives, weapons and methods for conducting violence.'","ai_generated":true,"unit":"isdglo-000027#insight-2","date_modified":"2026-10-23"},{"text":"Alliance-linked groups have been associated with significant real-world harm, including dozens of global swatting incidents and arson attacks by 'Group A,' as well as alleged school attack plots in Ukraine and a murder conspiracy in Germany.","ai_generated":true,"unit":"isdglo-000027#insight-3","date_modified":"2026-10-23"},{"text":"There are multiple indicators of possible Russian state-linked support for the Alliance, specifically the use of financial incentives for violence and proxy-style tasking, which mirrors Russian methods for recruiting 'disposable agents' for foreign sabotage.","ai_generated":true,"unit":"isdglo-000027#insight-4","date_modified":"2026-10-23"},{"text":"The Alliance scales an organizational model previously used by the group MKY, where violence serves as 'proof of commitment' and a mechanism for advancement through a system of 'murder points.'","ai_generated":true,"unit":"isdglo-000027#insight-5","date_modified":"2026-10-23"},{"text":"The coalition explicitly embraces 'accelerationism'—the use of violence to hasten societal collapse—and views 'Chaos' as the unifying principle that transcends the different ideologies of its members, such as National Socialism and Satanism.","ai_generated":true,"unit":"isdglo-000027#insight-6","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Russia","Ukraine","Germany","United Kingdom","United States","Texas","Fort Worth","Canada","Dagestan"],"frame_perspective":[],"analysis_type":["hybrid warfare","online radicalization","network analysis","state-sponsored disinformation"]},{"id":"isdglo-000005","url":"https://climateinsightsdirectory.org/document/isdglo-000005","title":"Irish unity, Palestine and Soleimani: Analysis of an Iranian information operation targeting Ireland","publisher":{"name":"Institute for Strategic Dialogue","organization":"institute-for-strategic-dialogue"},"document_type":"briefing","language":"en","date_published":"2026-03-31","source_url":"https://www.isdglobal.org/digital-dispatch/irish-unity-palestine-and-soleimani-analysis-of-an-iranian-information-operation-targeting-ireland/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document details an Iranian-linked information operation, Storm-2035, that deployed four X accounts impersonating Northern Irish residents between August 2024 and February 2026. These accounts used AI-generated content and 'hashtag hijacking' to promote Irish reunification and narratives supportive of the Iranian regime and Palestine. Despite low engagement, the operation demonstrates Ireland's vulnerability to foreign information manipulation and interference (FIMI), particularly as it prepares for the EU presidency in 2026.","ai_generated":true,"unit":"isdglo-000005#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Four X accounts attributed to the Iranian-linked operation Storm-2035 impersonated individuals from Belfast, Northern Ireland, starting in August 2024. These accounts claimed to be students, graduates, or advocates for a united Ireland, but profile data revealed they accessed the platform via VPNs in the Netherlands and were connected via Android apps in Iran or \"Western Asia\".","ai_generated":true,"unit":"isdglo-000005#insight-1","date_modified":"2026-10-23"},{"text":"The operation utilised generative AI, specifically ChatGPT, to create content in English and Spanish. The accounts employed 'hashtag hijacking'—using popular but unrelated tags like #YaliCapkini (a Turkish drama)—to amplify their reach beyond their small follower bases.","ai_generated":true,"unit":"isdglo-000005#insight-2","date_modified":"2026-10-23"},{"text":"The accounts demonstrated high levels of coordination, posting near-identical content on specific dates. This included coordinated praise for assassinated Iranian Major General Qasem Soleimani and support for Supreme Leader Ali Khamenei, as well as criticism of the US for sanctioning the International Criminal Court.","ai_generated":true,"unit":"isdglo-000005#insight-3","date_modified":"2026-10-23"},{"text":"Between 16 August 2024 and 4 February 2026, the accounts published 5,405 posts. Approximately 25% of the content focused on Ireland and Irish reunification, while nearly 50% focused on international topics concerning Palestine, Israel, and Iran.","ai_generated":true,"unit":"isdglo-000005#insight-4","date_modified":"2026-10-23"},{"text":"The operation co-opted legitimate Irish political figures and groups to gain credibility, frequently reposting content from Sinn Féin leaders Mary Lou McDonald and Michelle O’Neill, as well as the hip hop group Kneecap.","ai_generated":true,"unit":"isdglo-000005#insight-5","date_modified":"2026-10-23"},{"text":"Despite the effort, the operation had minimal impact, with each account gaining only around a hundred followers and achieving very low engagement on most posts.","ai_generated":true,"unit":"isdglo-000005#insight-6","date_modified":"2026-10-23"},{"text":"The operation's scope extended beyond Ireland; after January 2026, the accounts began supporting Venezuelan President Nicolás Maduro, suggesting they were part of a broader international network. Some accounts later rebranded as Scottish independence activists based in Edinburgh.","ai_generated":true,"unit":"isdglo-000005#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate change disinformation"],"geography_discussed":["Iran","Palestine","Israel","United States","United Kingdom","Belfast","Netherlands","Edinburgh","Venezuela","Cork"],"frame_perspective":[],"analysis_type":["case study","narrative analysis","network analysis"]},{"id":"sei-000663","url":"https://climateinsightsdirectory.org/document/sei-000663","title":"Critical intervention points for European adaptation to cascading climate change impacts","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2025-10-15","source_url":"https://www.sei.org/publications/critical-intervention-points-for-european-adaptation-to-cascading-climate-change-impacts/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The paper utilizes stakeholder-informed risk pathways and network analysis of 102 non-EU countries to identify systemic vulnerabilities affecting the EU. It identifies water, agriculture, livelihoods, and conflict as critical nodes where targeted adaptation can prevent risk cascades. The analysis distinguishes between transmission channels in high-income economies, such as export shocks, and those in low-income countries, such as livelihood instability and violent conflict.","ai_generated":true,"unit":"sei-000663#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Network analysis identifies water and agriculture as the most critical domains where strategic adaptation by the EU and its partners could prevent major risk cascades and improve stability.","ai_generated":true,"unit":"sei-000663#insight-1","date_modified":"2026-10-23"},{"text":"The transmission of cascading risks varies by economic status: high-income countries often act as channels through reduced crop exports, while low-income countries experience amplified risks through livelihood instability and violent conflict.","ai_generated":true,"unit":"sei-000663#insight-2","date_modified":"2026-10-23"},{"text":"Effective risk reduction requires policy coherence to avoid counterproductive outcomes, such as increasing agricultural output without integrated water management, which could exacerbate water scarcity.","ai_generated":true,"unit":"sei-000663#insight-3","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","water management","agriculture","food security"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["network analysis","risk modelling"]},{"id":"chanmar-000007","url":"https://climateinsightsdirectory.org/document/chanmar-000007","title":"Meat vs Eat: The Dynamics of an Industry-Orchestrated Online Backlash","publisher":{"name":"Changing Markets Foundation","organization":"changing-markets-foundation"},"document_type":"executive summary","language":"en","date_published":"2025-09-23","source_url":"https://changingmarkets.org/report/meat-vs-eat-lancet-the-dynamics-of-an-industry-orchestrated-online-backlash/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Changing Markets Foundation identifies a coordinated network of 'mis-influencers'—including scientists, doctors, and journalists—who amplified industry-led hashtags like #Yes2Meat to discredit the EAT-Lancet planetary health diet. The report reveals that a small group of 100 accounts drove nearly 50% of the backlash posts and over 90% of engagement, with some individuals receiving direct industry funding or using the campaign to fundraise. Evidence from leaked documents suggests PR agencies and industry-funded centers, such as the UC Davis CLEAR Center, played key roles in this effort. The report warns that the meat industry is preparing a new communications drive to maintain its 'social licence' and derail action on climate and health science before the launch of EAT-Lancet 2.0.","ai_generated":true,"unit":"chanmar-000007#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"A small, coordinated network of 'mis-influencers' drove the vast majority of the online backlash against the 2019 EAT-Lancet report. Specifically, 100 accounts were responsible for nearly 50% of the posts and over 90% of total engagement on Twitter. Within this group, a subset of 33 accounts exhibited hallmarks of a coordinated campaign, consistently sharing each other's content and using identical wording.","ai_generated":true,"unit":"chanmar-000007#insight-1","date_modified":"2026-10-23"},{"text":"The meat industry utilized specific hashtags and PR strategies to pre-emptively discredit the EAT-Lancet findings. The hashtags #Yes2Meat and #ClimateFoodFacts were amplified by pro-meat influencers and scientists. Evidence suggests the PR agency Red Flag, likely acting for the Animal Agriculture Alliance (AAA), was involved in these efforts.","ai_generated":true,"unit":"chanmar-000007#insight-2","date_modified":"2026-10-23"},{"text":"Industry-funded academic figures played central roles in the backlash to maintain the industry's social licence. Frank Mitloehner of the UC Davis CLEAR Center is credited with launching an 'academic opposition' of 40 scientists to coincide with the #Yes2Meat campaign, using this success to fundraise from industry sponsors. Additionally, the 2024 Denver conference was identified as a public relations exercise designed to plan an 'urgent' communications drive.","ai_generated":true,"unit":"chanmar-000007#insight-3","date_modified":"2026-10-23"},{"text":"The backlash had tangible real-world consequences, including political pressure and personal harm to researchers. In March 2019, the World Health Organization withdrew sponsorship of an event promoting the report following pressure from the Italian government. Commission scientists also reported mental health impacts and career damage resulting from personal attacks.","ai_generated":true,"unit":"chanmar-000007#insight-4","date_modified":"2026-10-23"}],"climate_tags":["food system","climate change disinformation","climate finance","Paris Agreement"],"geography_discussed":["Italy","United States","Denver","Dublin"],"frame_perspective":[],"analysis_type":["network analysis","document analysis","social media monitoring"]},{"id":"chanmar-000202","url":"https://climateinsightsdirectory.org/document/chanmar-000202","title":"Meat vs EAT-Lancet: The dynamics of an industry-orchestrated online backlash","publisher":{"name":"Changing Markets Foundation","organization":"changing-markets-foundation"},"document_type":"report","language":"en","date_published":"2025-09","source_url":"https://changingmarkets.org/wp-content/uploads/2025/09/Meat-vs-EAT-lancet-Final.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report exposes a tightly coordinated network of scientists, doctors, and journalists who used hashtags like #Yes2Meat and #ClimateFoodFacts to discredit the EAT-Lancet report. It details the role of the PR agency Red Flag and industry-funded entities like the UC Davis CLEAR Center in orchestrating these campaigns. The document also analyzes subsequent industry gatherings, such as the Dublin Declaration and the Denver Summit, as efforts to maintain the meat industry's 'social license to operate' through biased scientific narratives and identity-driven influencer campaigns ahead of the EAT-Lancet 2.0 update.","ai_generated":true,"unit":"chanmar-000202#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"A coordinated network of 33 'mis-influencers' was central to the EAT-Lancet backlash, with the top 100 accounts responsible for nearly 50% of posts and over 90% of total engagement on Twitter.","ai_generated":true,"unit":"chanmar-000202#insight-1","date_modified":"2026-10-23"},{"text":"The #Yes2Meat hashtag served as a primary rallying point for the opposition, reaching 26 million people on Twitter and successfully swaying 'undecided' users, with critical posts shared six times more frequently than supportive ones.","ai_generated":true,"unit":"chanmar-000202#insight-2","date_modified":"2026-10-23"},{"text":"The PR agency Red Flag, likely acting for the Animal Agriculture Alliance (AAA), coordinated the #ClimateFoodFacts campaign to pre-emptively discredit the EAT-Lancet report by briefing 'experts' and using paid posts to reach 780,000 people on Facebook and Twitter.","ai_generated":true,"unit":"chanmar-000202#insight-3","date_modified":"2026-10-23"},{"text":"Frank Mitloehner and the UC Davis CLEAR Center used the 'success' of the EAT-Lancet backlash to fundraise from industry sources, receiving at least $3.7 million between 2018 and 2023 from entities including IFEEDER, the National Pork Board, and Burger King.","ai_generated":true,"unit":"chanmar-000202#insight-4","date_modified":"2026-10-23"},{"text":"The 2024 Denver summit, while presented as a scientific conference, was identified as a public relations exercise intended to 'plan an ‘urgent’ communications drive' to maintain the meat industry's 'social license to operate'.","ai_generated":true,"unit":"chanmar-000202#insight-5","date_modified":"2026-10-23"},{"text":"Frédéric Leroy, a central figure in the mis-influencer network, promoted the 'Nourishment Table' as an alternative to official dietary guidelines, framing the EAT-Lancet report as 'plant-based interventionism'.","ai_generated":true,"unit":"chanmar-000202#insight-6","date_modified":"2026-10-23"},{"text":"The meat industry is leveraging 'culture war' narratives, including the 'manosphere' and conspiracy theories like the 'Great Reset', to frame plant-based diets as elite-driven attacks on masculinity and personal freedom.","ai_generated":true,"unit":"chanmar-000202#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate change disinformation","climate finance","greenwashing"],"geography_discussed":["United States","Italy","Ireland","New Zealand","South Africa","Argentina","Uruguay","Paraguay","Brazil","Denver","Dublin"],"frame_perspective":[],"analysis_type":["network analysis","narrative analysis","document review"]},{"id":"wwf-000682","url":"https://climateinsightsdirectory.org/document/wwf-000682","title":"Criminal networks linked to illegal gold mining in the Brazilian Amazon","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"fact sheet","language":"en","date_published":"2025-07","source_url":"https://www.worldwildlife.org/documents/408/6s1zxtyx1_Criminal_networks_linked_to_illegal_gold_mining_in_the_Brazilian_Amazon.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document details how illegal gold mining in the Brazilian Amazon is sustained by a complex network of corrupt politicians, logistics providers, and international smuggling routes for mercury and aviation fuel. It highlights a systemic failure of Brazilian regulatory agencies to coordinate efforts, leading to significant gold exports lacking proper documentation. The report also establishes strong links between illegal mining and other serious crimes, including drug trafficking by organizations like the First Capital Command (PCC), forced labor, and sexual exploitation. Geographically, the illicit activity extends across borders into Guyana, French Guiana, and Venezuela, with specific hotspots identified in Roraima, Rondônia, Pará, and Amapá states.","ai_generated":true,"unit":"wwf-000682#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Illegal gold exports from Brazil are substantial; in 2020, 19.123 tonnes of gold were exported without origin documentation or mining permits. Discrepancies were most severe in Amazonian states, and 100% of gold exports from São Paulo in 2020 were contaminated with illegal gold.","ai_generated":true,"unit":"wwf-000682#insight-1","date_modified":"2026-10-23"},{"text":"Illegal mining operations are supported by a network of local politicians who exchange political favors for campaign contributions from mining and gold trading firms. Logistics providers, including mercury suppliers and aviation fuel distributors, along with corrupt military, police, and civil servants, facilitate these operations.","ai_generated":true,"unit":"wwf-000682#insight-2","date_modified":"2026-10-23"},{"text":"There is a systemic failure in coordination among Brazil's regulatory and law enforcement agencies—including ANM, FUNAI, IBAMA, ICMBio, and the Federal and Military Police—resulting in mining approvals that overlap with areas under violation notices or embargoes within Protected Areas and Indigenous Territories.","ai_generated":true,"unit":"wwf-000682#insight-3","date_modified":"2026-10-23"},{"text":"Illegal gold mining is closely linked to other serious crimes. Drug trafficking organizations, specifically the First Capital Command (PCC), provide security and logistics for miners and use these networks to launder gold. Additionally, a survey indicated that 40% of mine workers were likely victims of forced labor.","ai_generated":true,"unit":"wwf-000682#insight-4","date_modified":"2026-10-23"},{"text":"All mercury used in Brazilian gold mining is currently obtained illegally through two primary smuggling routes: one from Mexico via Chile and Bolivia entering Brazil at Guajará-Mirim or Cáceres, and another via Guyana entering at Bonfim.","ai_generated":true,"unit":"wwf-000682#insight-5","date_modified":"2026-10-23"},{"text":"Illegal mining activity has expanded beyond Brazil's borders. Approximately 10,000 Brazilians work in Guyana's garimpos, and Brazilian miners drive illegal extraction in French Guiana. Following crackdowns in the Yanomami territory, logistics providers shifted operations to Venezuela, specifically the Alto Orinoco-Casiquiari Biosphere Reserve.","ai_generated":true,"unit":"wwf-000682#insight-6","date_modified":"2026-10-23"},{"text":"Enforcement efforts under President Luiz Inácio Lula da Silva have seen a significant increase in gold seizures, with nearly 30 tonnes seized in 2022–23 and over 20 tonnes in 2023–24, compared to previously negligible volumes.","ai_generated":true,"unit":"wwf-000682#insight-7","date_modified":"2026-10-23"}],"climate_tags":["deforestation"],"geography_discussed":["Yanomami Indigenous Territory","Tapajós","Pará","Roraima","São Paulo","Boa Vista","Porto Velho","Rondônia","Itaituba","Oiapoque","Amapá","Guyana","French Guiana","Venezuela","Alto Orinoco-Casiquiari Biosphere Reserve","Bolivia","Mexico","Chile","Colombia","Peru"],"frame_perspective":[],"analysis_type":["network analysis","regulatory assessment","supply chain analysis"]},{"id":"ipie-000017","url":"https://climateinsightsdirectory.org/document/ipie-000017","title":"Information Integrity about Climate Science: A Systematic Review","publisher":{"name":"International Panel on the Information Environment","organization":"international-panel-on-the-information-environment"},"document_type":"report","language":"en","date_published":"2025","source_url":"https://www.ipie.info/research/sr2025-1","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies a crisis of information integrity about climate science, characterized by a shift from outright denial to more nuanced skepticism and 'response skepticism' regarding climate solutions. It documents how powerful economic interests, particularly the fossil fuel industry, and political actors use strategies like greenwashing, delay, and obstruction to undermine scientific consensus. The review highlights the role of social media algorithms, bots, and 'source media' (such as corporate reports) in amplifying misleading narratives. It concludes that while individual-level interventions like inoculation and education are valuable, systemic governance through public regulation, standardized corporate reporting, and litigation is essential to restore information integrity.","ai_generated":true,"unit":"ipie-000017#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The report defines information integrity through four criteria: accuracy (alignment with climate science), consistency (stability of information across time and place), reliability (explication of origins and relevance), and transparency (the ability for citizens to trace information trajectories).","ai_generated":true,"unit":"ipie-000017#insight-1","date_modified":"2026-10-23"},{"text":"Fossil fuel companies, including TotalEnergies, ExxonMobil, Chevron, BP, Shell, and ConocoPhillips, have historically used a 'dual deception' strategy: denying the reality of climate change while simultaneously using greenwashing to appear environmentally sustainable.","ai_generated":true,"unit":"ipie-000017#insight-2","date_modified":"2026-10-23"},{"text":"There is a documented shift in misleading communication from outright denial of climate change toward 'skepticism,' specifically 'response skepticism' which questions the feasibility and effectiveness of proposed policies and solutions.","ai_generated":true,"unit":"ipie-000017#insight-3","date_modified":"2026-10-23"},{"text":"The 'climate change countermovement' is an organized 'denial machine' involving coordinated efforts across the fossil fuel, plastic, and agrichemical industries to obstruct climate action.","ai_generated":true,"unit":"ipie-000017#insight-4","date_modified":"2026-10-23"},{"text":"Social media platforms facilitate the spread of misinformation through algorithms and the use of bots; one study found that nearly 25% of tweets regarding the U.S. withdrawal from the Paris Agreement originated from bot accounts that promoted denialist discourses.","ai_generated":true,"unit":"ipie-000017#insight-5","date_modified":"2026-10-23"},{"text":"Source media, such as corporate sustainability reports and government documents, are critical but underestimated channels for misleading information, often used for greenwashing or to justify delays in climate action outside of public scrutiny.","ai_generated":true,"unit":"ipie-000017#insight-6","date_modified":"2026-10-23"},{"text":"Youth and students are identified as particularly vulnerable to misleading climate information due to their high reliance on social media and limited information literacy, sometimes facing 'petro-pedagogy' where industry narratives penetrate education systems.","ai_generated":true,"unit":"ipie-000017#insight-7","date_modified":"2026-10-23"},{"text":"Inoculation—preemptively exposing people to the techniques used to mislead—is found to be an effective strategy for building resilience against misinformation, though its efficacy can be limited by strong pre-existing ideological worldviews.","ai_generated":true,"unit":"ipie-000017#insight-8","date_modified":"2026-10-23"},{"text":"The report identifies a severe 'elephant in the room' regarding research gaps: there is a critical dearth of studies on information integrity about climate science in the Global South and a lack of globally comparative perspectives.","ai_generated":true,"unit":"ipie-000017#insight-9","date_modified":"2026-10-23"},{"text":"Effective solutions to the crisis of information integrity require a combination of public regulation, mandatory standardized corporate reporting (such as the EU taxonomy), and the use of litigation against repeat offenders of greenwashing.","ai_generated":true,"unit":"ipie-000017#insight-10","date_modified":"2026-10-23"}],"climate_tags":["obsidian","climate change disinformation","greenwashing","climate justice","fossil fuel industry","climate change litigation","environmental education","environmental, social and corporate governance"],"geography_discussed":["United States","European Union","Russia","People's Republic of China","Australia","Canada","Germany","Spain","Switzerland","France","Poland","Austria","Malaysia","United Kingdom","Norway","Taiwan"],"frame_perspective":[],"analysis_type":["systematic review","gap analysis","network analysis"]},{"id":"isdglo-000071","url":"https://climateinsightsdirectory.org/document/isdglo-000071","title":"Behind the Curtain: Unveiling Pro-Kremlin Ecosystems in Europe","publisher":{"name":"Institute for Strategic Dialogue","organization":"institute-for-strategic-dialogue"},"document_type":"report","language":"en","date_published":"2025","source_url":"https://www.isdglobal.org/wp-content/uploads/2025/01/Behind-the-curtain-Unveiling-pro-Kremlin-ecosystems-in-Europe.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies a highly interlinked ecosystem on Telegram where pro-Kremlin narratives permeate conspiracy and radical communities in Europe. It finds that while pro-Kremlin and conspiracy groups are strongly connected across France, Germany, and Italy, the level of interaction with far-right groups varies by country, being stronger in France and Germany than in Italy. The study highlights the role of Russian state-affiliated channels and influencers, such as Alina Lipp, in bridging ideological divides and amplifying disinformation, particularly regarding the Russia-Ukraine war and COVID-19.","ai_generated":true,"unit":"isdglo-000071#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Pro-Kremlin and conspiracy communities across France, Germany, and Italy are highly interlinked, with 77% of conspiracy channels interacting with the pro-Kremlin community studied.","ai_generated":true,"unit":"isdglo-000071#insight-1","date_modified":"2026-10-23"},{"text":"Interaction between pro-Kremlin and far-right groups is more pronounced in France and Germany than in Italy, where the far-right community is more isolated and primarily engages with other far-right factions.","ai_generated":true,"unit":"isdglo-000071#insight-2","date_modified":"2026-10-23"},{"text":"Russian state-affiliated channels are highly influential across the three countries; of the 20 most influential channels, 10 were pro-Kremlin, including the Russian Ministry of Defence in English, RIA, and Ukraina.ru.","ai_generated":true,"unit":"isdglo-000071#insight-3","date_modified":"2026-10-23"},{"text":"Certain pro-Kremlin figures have successfully bridged political divides; for example, Alina Lipp's channel was among the most shared by both the German far-right and the far-left.","ai_generated":true,"unit":"isdglo-000071#insight-4","date_modified":"2026-10-23"},{"text":"Pro-Kremlin narratives have permeated radical and conspiracy communities, specifically through claims that exaggerate Western responsibility for the Russia-Ukraine war, unfounded allegations of US biolabs in Ukraine, and the assertion that Ukraine is ruled by a neo-Nazi regime.","ai_generated":true,"unit":"isdglo-000071#insight-5","date_modified":"2026-10-23"},{"text":"The Russia-Ukraine war was a dominant topic across all categories, with a significant shared subtheme focusing on Western and NATO responsibility for the conflict.","ai_generated":true,"unit":"isdglo-000071#insight-6","date_modified":"2026-10-23"},{"text":"In Italy, Eurasianism and Dugin-affiliated channels act as a 'glue' between the pro-Kremlin and far-right communities, reflecting Aleksandr Dugin's appeal to both groups.","ai_generated":true,"unit":"isdglo-000071#insight-7","date_modified":"2026-10-23"},{"text":"The COVID-19 pandemic served as a catalyst for the growth of disinformation communities, which later became receptive amplifiers for pro-Kremlin propaganda during the war in Ukraine.","ai_generated":true,"unit":"isdglo-000071#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change disinformation"],"geography_discussed":["Ukraine","United States"],"frame_perspective":[],"analysis_type":["network analysis","semantic mapping","thematic analysis"]},{"id":"caad-000018","url":"https://climateinsightsdirectory.org/document/caad-000018","title":"Data Monitor: December 2024 - Robo Cops","publisher":{"name":"Climate Action Against Disinformation","organization":"climate-action-against-disinformation"},"document_type":"fact sheet","language":"en","date_published":"2024-12-27","source_url":"https://caad.info/analysis/uncategorized/data-monitor-december-2024-robo-cops/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document details a campaign of coordinated inauthentic activity on social media platforms—primarily X, Facebook, and YouTube—attributed to Azerbaijan during the lead-up to and duration of COP29. It highlights the use of thousands of bot-like accounts to amplify pro-government and pro-fossil fuel messaging while drowning out criticism of the regime's human rights record and climate policies. The report criticizes Big Tech companies for failing to enforce policies against coordinated inauthentic behavior and calls for better guardrails in the COP Presidency process.","ai_generated":true,"unit":"caad-000018#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Research identified thousands of bot-like accounts on X used to amplify official Azerbaijani accounts and pro-fossil fuel messaging. Marc Owen Jones from Northwestern University in Qatar found 1,800 such accounts in October, while further analysis of 2,800 accounts showed the majority were created in three quarters of 2024.","ai_generated":true,"unit":"caad-000018#insight-1","date_modified":"2026-10-23"},{"text":"The bot activity effectively suppressed criticism of Azerbaijan's role in the conflict in Armenia. Global Witness observed that in July, 7 of the top 10 posts using #COP29 and #COP29Azerbaijan were critical of the country, but by September, all top posts for those hashtags originated from the official COP29 Azerbaijan account.","ai_generated":true,"unit":"caad-000018#insight-2","date_modified":"2026-10-23"},{"text":"CAAD tracked 554 suspicious X accounts, finding that 464 of them posted the phrase “#COP29 #COP29AZERBAIJAN” 5,632 times in the two weeks before the summit. A significant portion of this activity (77.1%) consisted of quote tweets of the official @COP29_AZ account, with spikes in activity coinciding with negative news reports about gas production and the arrest of a climate activist.","ai_generated":true,"unit":"caad-000018#insight-3","date_modified":"2026-10-23"},{"text":"Inauthentic activity extended to Facebook and YouTube, including the use of identical banner images for 'welcome to COP29' posts and a 'brigade' of hostile comments targeting Abzas Media. These Facebook accounts often used AI-generated headshots or images stolen from Russian, Turkish, or Pinterest sites.","ai_generated":true,"unit":"caad-000018#insight-4","date_modified":"2026-10-23"}],"climate_tags":["greenwashing","fossil fuel industry","climate change disinformation","renewable energy"],"geography_discussed":["Armenia","Qatar","Brazil","Russia","Turkey"],"frame_perspective":[],"analysis_type":["social media analysis","network analysis"]},{"id":"issafri-002016","url":"https://climateinsightsdirectory.org/document/issafri-002016","title":"Under the influence? Online mis/disinformation in South Africa’s May 2024 election","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"report","language":"en","date_published":"2024-12","source_url":"https://issafrica.s3.amazonaws.com/uploads/pages/1734073957062-sar-61.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes the digital information ecosystem during South Africa's May 2024 elections, identifying a complex market of paid and ideological influencers who used coordinated strategies to undermine electoral institutions and distort political narratives.","ai_generated":true,"unit":"issafri-002016#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The 2024 South African election featured a complex market for online influence where actors were motivated by either ideological conviction or commercial rewards, with many influencers being paid to amplify specific narratives.","ai_generated":true,"unit":"issafri-002016#insight-1","date_modified":"2026-10-23"},{"text":"Campaigns specifically targeted the Independent Electoral Commission (IEC) to erode public trust, framing technical glitches as malicious and claiming the body was corrupt or biased toward the ANC.","ai_generated":true,"unit":"issafri-002016#insight-2","date_modified":"2026-10-23"},{"text":"The uMkhonto weSizwe party (MKP) and Economic Freedom Fighters (EFF) were the most prominent voices on social media, with the MKP frequently pushing conspiracy theories that election results were stolen.","ai_generated":true,"unit":"issafri-002016#insight-3","date_modified":"2026-10-23"},{"text":"Coordinated 'inorganic' engagement strategies were used to game platform algorithms, including the use of 'rage bait' and a specific network of paid influencers targeting the Democratic Alliance (DA) via the #DumbAlliance campaign.","ai_generated":true,"unit":"issafri-002016#insight-4","date_modified":"2026-10-23"},{"text":"While generative AI and deepfakes were limited, they were used for candidate endorsements, such as AI-generated videos of Donald Trump supporting the MKP and Eminem endorsing the EFF.","ai_generated":true,"unit":"issafri-002016#insight-5","date_modified":"2026-10-23"},{"text":"Evidence of foreign influence was limited in volume, but one influencer claimed Russia paid them to amplify narratives aimed at destabilising South Africa by highlighting the DA's alleged brutalities against black people.","ai_generated":true,"unit":"issafri-002016#insight-6","date_modified":"2026-10-23"},{"text":"Traditional media and fact-checking organisations like Africa Check played a significant role in debunking disinformation, though newsrooms faced challenges from staff retrenchments and a generational gap in digital skills.","ai_generated":true,"unit":"issafri-002016#insight-7","date_modified":"2026-10-23"},{"text":"Influence operations in South Africa showed signs of regional collaboration, with influencers engaging across borders in countries such as Kenya, Botswana, Zimbabwe, and Nigeria to build networks.","ai_generated":true,"unit":"issafri-002016#insight-8","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Kenya","Ghana","Russia","United States","Palestine","Ukraine","Zimbabwe","Botswana","Nigeria","KwaZulu-Natal","Western Cape","Durban"],"frame_perspective":[],"analysis_type":["network analysis","open-source research","field interviews"]},{"id":"caad-000024","url":"https://climateinsightsdirectory.org/document/caad-000024","title":"FLAME WARS Misinformation and Wildfire in Canada\u0019s Climate Conversation 2024","publisher":{"name":"Climate Action Against Disinformation","organization":"climate-action-against-disinformation"},"document_type":"report","language":"en","date_published":"2024","source_url":"https://caad.info/wp-content/uploads/2024/06/2024-Final-REPORT%E2%80%93Wildfire-Misinformation-01d-2.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes the spread of misinformation during the 2023 Canadian wildfires, noting a surge in arson and government-conspiracy narratives driven by right-wing/anti-establishment networks. It identifies a trend where pandemic-era distrust of public health measures has transitioned into opposition to climate and energy policies. The study also examines the 2024 German farmer protests, finding that Canadian right-wing influencers leveraged these events to frame climate policy as a tool for globalist control, though such efforts had limited traction among the broader Canadian public.","ai_generated":true,"unit":"caad-000024#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"During the 2023 wildfires, misinformation surged, featuring claims that the fires were caused by lasers, drones, weather control, eco-terrorism, and state-driven arson.","ai_generated":true,"unit":"caad-000024#insight-1","date_modified":"2026-10-23"},{"text":"The online conversation about the 2023 wildfires evolved in stages: an initial surge in May focused on criticizing the Alberta government's preparedness, followed by a peak in June where right-wing/anti-establishment accounts promoted conspiracies that fires were set to justify climate measures.","ai_generated":true,"unit":"caad-000024#insight-2","date_modified":"2026-10-23"},{"text":"Misinformation regarding the 2023 wildfires had real-world physical consequences, including the withdrawal of BC Wildfire Service personnel due to security concerns and an act of arson in Quebec by an individual who believed the government was setting fires.","ai_generated":true,"unit":"caad-000024#insight-3","date_modified":"2026-10-23"},{"text":"There is a documented transition where adversarial networks formed during the COVID-19 pandemic have expanded their targets to include climate and energy policy, framing emergency responses as pretexts for political control.","ai_generated":true,"unit":"caad-000024#insight-4","date_modified":"2026-10-23"},{"text":"The 'climate lockdown' conspiracy theory, which suggests the government would use climate emergencies to restrict movement similar to pandemic lockdowns, gained significant traction during the 2021 federal election after being discussed by politicians.","ai_generated":true,"unit":"caad-000024#insight-5","date_modified":"2026-10-23"},{"text":"Analysis of the Canadian climate conversation on Twitter/X reveals a highly concentrated influence led by political elites, with a distinct and isolated RIGHT/ANTI-ESTABLISHMENT group that frequently engages with conspiratorial content from the UK and Europe.","ai_generated":true,"unit":"caad-000024#insight-6","date_modified":"2026-10-23"},{"text":"In the lead-up to the 2024 wildfire season, the carbon tax became the dominant topic of online climate discussion, whereas the 2023 season saw a broader range of subjects.","ai_generated":true,"unit":"caad-000024#insight-7","date_modified":"2026-10-23"},{"text":"Right-wing accounts in Canada leveraged the 2024 German farmer protests to promote narratives of 'climate communism' and 'globalist climate policies,' though these efforts largely failed to mobilize Canadian farmers against climate policy.","ai_generated":true,"unit":"caad-000024#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change disinformation","wildfire","carbon tax","energy transition","climate policy","greenwashing","fossil fuel industry"],"geography_discussed":["Alberta","British Columbia","Quebec","Germany","United States"],"frame_perspective":[],"analysis_type":["network analysis","narrative analysis","social media monitoring"]},{"id":"isdglo-000056","url":"https://climateinsightsdirectory.org/document/isdglo-000056","title":"A Year of Hate","publisher":{"name":"Institute for Strategic Dialogue","organization":"institute-for-strategic-dialogue"},"document_type":"report","language":"en","date_published":"2024","source_url":"https://www.isdglobal.org/wp-content/uploads/2024/03/A-Year-of-Hate_Anti-Drag-Mobilisation-Australia.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The report details a surge in targeted harassment and protests against all-ages drag events, such as Drag Queen Story Hours (DQSH), in Australia. It identifies a coalition of actors including neo-Nazis, COVID-19 conspiracy theorists, fringe politicians, and certain Christian groups who employ tactics like review-bombing, bomb threats, and the disruption of local council meetings. The document argues that this movement is heavily influenced by the importation of transphobic rhetoric and 'groomer' narratives from the United States and United Kingdom. While the mobilisers remain a fringe element of society, the report highlights a 'chilling effect' where venues and councils cancel events due to security concerns and threats of violence.","ai_generated":true,"unit":"isdglo-000056#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Anti-drag mobilisation in Australia is driven by a coalition of diverse actors, including conspiracy theorists, far-right extremists, fringe media, and Christian groups, which allows extremists to reach audiences beyond their usual circles.","ai_generated":true,"unit":"isdglo-000056#insight-1","date_modified":"2026-10-23"},{"text":"The movement in Australia is heavily dependent on the importation of narratives, slurs, and imagery from the United States and United Kingdom, rather than being locally generated.","ai_generated":true,"unit":"isdglo-000056#insight-2","date_modified":"2026-10-23"},{"text":"Communities that formed around COVID-19 anti-vaccine and anti-lockdown sentiments are pivoting toward anti-LGBTQ+ and anti-drag narratives to maintain their relevance and audience engagement.","ai_generated":true,"unit":"isdglo-000056#insight-3","date_modified":"2026-10-23"},{"text":"Anti-drag activists employ a range of tactics to disrupt events, including physical protests, bomb threats, doxxing of staff, and 'review-bombing' of institutional social media pages.","ai_generated":true,"unit":"isdglo-000056#insight-4","date_modified":"2026-10-23"},{"text":"The primary narratives used to target drag performers include accusations of paedophilia and 'grooming', claims of ideological indoctrination, and the use of religious language to describe performers as 'Satanic' or 'demonic'.","ai_generated":true,"unit":"isdglo-000056#insight-5","date_modified":"2026-10-23"},{"text":"The mobilisation has created a 'chilling effect' where local councils and venues cancel events not because of legislative bans, but due to security risks and the threat of violence from fringe groups.","ai_generated":true,"unit":"isdglo-000056#insight-6","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["United States","United Kingdom","Melbourne","Sydney","Victoria","Queensland","Tasmania"],"frame_perspective":[],"analysis_type":["country profile","network analysis","narrative analysis"]},{"id":"isdglo-000114","url":"https://climateinsightsdirectory.org/document/isdglo-000114","title":"The German Far Right Online","publisher":{"name":"Institute for Strategic Dialogue","organization":"institute-for-strategic-dialogue"},"document_type":"report","language":"en","date_published":"2024","source_url":"https://www.isdglobal.org/wp-content/uploads/2024/01/Longitudinal_Study_Matlach_Hammer.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes the online behavior of the German far right, finding that while they utilize 'alt-tech' platforms to evade moderation, they remain heavily reliant on very large online platforms (VLOPs) for reach. It highlights the central role of conspiracy theories, the opportunistic use of crises like COVID-19 and the war in Ukraine, and the increasing importance of audiovisual content.","ai_generated":true,"unit":"isdglo-000114#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Conspiracy theories function as a primary heuristic for far-right online subcultures, framing their worldview as being besieged by \"dark forces\" and offering solutions of either individual preparation or collective revolution.","ai_generated":true,"unit":"isdglo-000114#insight-1","date_modified":"2026-10-23"},{"text":"Telegram serves a dual purpose for the German far right: it is used for internal ideological learning and networking among believers, and as a tool for external propaganda aimed at the wider public using a more moderate tone.","ai_generated":true,"unit":"isdglo-000114#insight-2","date_modified":"2026-10-23"},{"text":"Far-right actors opportunistically exploit current events and crises to spread ideology, specifically using the COVID-19 pandemic to align with the anti-lockdown movement and the Russian invasion of Ukraine to disseminate Russian state propaganda.","ai_generated":true,"unit":"isdglo-000114#insight-3","date_modified":"2026-10-23"},{"text":"Despite the use of alternative platforms, very large online platforms (VLOPs) remain critical for far-right audiences, with accounts on these platforms expanding their followership and engagement over the study period.","ai_generated":true,"unit":"isdglo-000114#insight-4","date_modified":"2026-10-23"},{"text":"The far-right online ecosystem is characterized by platform-specific silos, where a high volume of shared URLs link back to the same platform (Facebook, X/Twitter, or Telegram) rather than external domains.","ai_generated":true,"unit":"isdglo-000114#insight-5","date_modified":"2026-10-23"},{"text":"There is a significant trend toward audiovisual content, with video-sharing platforms making up the largest proportion of shared social media links; Odysee emerged as a primary alternative to YouTube.","ai_generated":true,"unit":"isdglo-000114#insight-6","date_modified":"2026-10-23"},{"text":"The takeover of X/Twitter by Elon Musk in late 2022 coincided with a steep increase in followers for far-right accounts, suggesting that relaxed moderation policies made the platform more attractive again.","ai_generated":true,"unit":"isdglo-000114#insight-7","date_modified":"2026-10-23"},{"text":"Anti-feminist narratives, including transphobia and opposition to abortion rights, have increased, often mirroring US far-right discourse and spiking after the US Supreme Court's Dobbs v. Jackson ruling.","ai_generated":true,"unit":"isdglo-000114#insight-8","date_modified":"2026-10-23"},{"text":"Racist and xenophobic discourse remains structural, with a focus on anti-migration sentiment and the 'Great Replacement' conspiracy, often framing migrants as a threat to German resources or security.","ai_generated":true,"unit":"isdglo-000114#insight-9","date_modified":"2026-10-23"},{"text":"The far right utilizes 'lifestyle' topics—such as nutrition, survivalism, and holistic health—as a 'coded' strategy to appeal to broader audiences and build community while avoiding overt ideological markers.","ai_generated":true,"unit":"isdglo-000114#insight-10","date_modified":"2026-10-23"}],"climate_tags":["climate change","renewable energy","nuclear power","environmental policy"],"geography_discussed":["World","United States","Russia","Hungary","Brazil"],"frame_perspective":[],"analysis_type":["longitudinal study","content analysis","topic modelling","network analysis"]},{"id":"isdglo-000157","url":"https://climateinsightsdirectory.org/document/isdglo-000157","title":"The Irish Channel","publisher":{"name":"Institute for Strategic Dialogue","organization":"institute-for-strategic-dialogue"},"document_type":"report","language":"en","date_published":"2024","source_url":"https://www.isdglobal.org/wp-content/uploads/2024/10/The-Irish-Channel.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes the Irish Channel's role in spreading misinformation, specifically regarding election interference and immigration. It details the site's connection to the Irish Freedom Party and its operation as part of the Premier Content Network, a content aggregation system. The analysis also suggests the use of generative AI to produce articles containing factual errors and fabricated citations.","ai_generated":true,"unit":"isdglo-000157#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Irish Channel published a June 2024 article containing fabricated quotes and false claims of 'vote rigging' during local elections, alleging that Fine Gael councillors transported refugees to polling stations. The article attributed a fictitious statement to Leo Varadkar and quoted a non-existent academic from Trinity College Dublin.","ai_generated":true,"unit":"isdglo-000157#insight-1","date_modified":"2026-10-23"},{"text":"The Irish Channel has established a close relationship with the Irish Freedom Party (IFP), effectively becoming its media and broadcasting arm. This is evidenced by the 'Irish Column' livestream series, hosted by IFP members Paul Fitzsimons and Anthony Casey and frequently featuring party president Hermann Kelly.","ai_generated":true,"unit":"isdglo-000157#insight-2","date_modified":"2026-10-23"},{"text":"Analysis of original text articles written by 'R McAney' suggests the use of generative AI, as they contain 'AI hallucinations' such as non-existent citations, historical errors, and a link to a Rick Astley music video instead of a cited legal video.","ai_generated":true,"unit":"isdglo-000157#insight-3","date_modified":"2026-10-23"},{"text":"The Irish Channel is part of the Premier Content Network (PCN), run by the Digital Publishing Company and founded by Aidan Doran. The PCN operates at least 43 websites that primarily aggregate YouTube videos, copying titles and descriptions as article text to drive ad revenue, a practice that may violate YouTube's terms of service.","ai_generated":true,"unit":"isdglo-000157#insight-4","date_modified":"2026-10-23"},{"text":"The network promotes far-right and hateful content, including anti-immigrant rhetoric and the 'Great Replacement' conspiracy theory, often framed locally as a 'new plantation' of Ireland. Associated WhatsApp and Telegram groups have been found to contain antisemitic slurs and support for Adolf Hitler.","ai_generated":true,"unit":"isdglo-000157#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate change disinformation"],"geography_discussed":["United States","United Kingdom"],"frame_perspective":[],"analysis_type":["case study","digital footprint analysis","network analysis"]},{"id":"clipolin-001115","url":"https://climateinsightsdirectory.org/document/clipolin-001115","title":"Net Zero Carbon Buildings in Cities: Interdependencies between Policy and Finance","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"report","language":"en","date_published":"2023-12","source_url":"https://www.climatepolicyinitiative.org/wp-content/uploads/2024/01/Full-Report_Net-Zero-Carbon-Buildings-in-Cities_Interdependencies-between-Policy-and-Finance.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies 22 systemic barriers to net zero carbon buildings, categorized as financial, investment risk/opportunity, market readiness, and regulatory. Using network analysis, it establishes that financial barriers are the most critical from a demand perspective but are often dependent on the mitigation of regulatory and market readiness barriers. The authors map 31 policy and 44 financial instruments, categorizing them into fundamental inputs (such as capacity development and fiscal instruments) and dependent inputs (such as debt instruments and asset finance models). The report highlights five high-impact pathways for cities: phasing out fossil-fuel appliances, implementing energy efficiency building codes, deploying results-based grants for cooling, using skills development for embodied carbon reduction, and publishing climate risk data for adaptation. It emphasizes that mandates are central to the transition, as they enable the development of new financial mechanisms.","ai_generated":true,"unit":"clipolin-001115#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Buildings account for 37% of global energy-related greenhouse gas emissions, with operational electricity use (18%), on-site energy generation (9%), and materials and construction (10%) as the primary drivers.","ai_generated":true,"unit":"clipolin-001115#insight-1","date_modified":"2026-10-23"},{"text":"Financial barriers are perceived as the most critical obstacles to net zero carbon buildings, particularly for residential buildings, which comprise 80% of the global building stock floor area.","ai_generated":true,"unit":"clipolin-001115#insight-2","date_modified":"2026-10-23"},{"text":"While financial barriers are high priority, they are often the result of underlying regulatory and market readiness issues; for instance, a lack of specialized financial instruments can stem from a lack of technology standards or limited technical experience.","ai_generated":true,"unit":"clipolin-001115#insight-3","date_modified":"2026-10-23"},{"text":"The report identifies a hierarchy of instruments where capacity development and fiscal instruments act as systemic enablers that must be in place before mandates and incentives can be effective.","ai_generated":true,"unit":"clipolin-001115#insight-4","date_modified":"2026-10-23"},{"text":"Mandates, such as building codes and data disclosure requirements, are the most interdependent instrument category and are essential for making net zero solutions visible to banks and supporting the creation of dedicated debt instruments.","ai_generated":true,"unit":"clipolin-001115#insight-5","date_modified":"2026-10-23"},{"text":"To reduce emissions from cooling, the report recommends results-based grants to make energy-efficient solutions affordable, as well as Pay-As-You-Save (PAYS) and Property Assessed Clean Energy (PACE) programs to remove upfront costs.","ai_generated":true,"unit":"clipolin-001115#insight-6","date_modified":"2026-10-23"},{"text":"Reducing embodied carbon requires a pathway of workforce training and life-cycle carbon calculation and reporting to enable the successful implementation of embodied carbon building codes.","ai_generated":true,"unit":"clipolin-001115#insight-7","date_modified":"2026-10-23"},{"text":"Adaptation investment is hindered by the difficulty of monetizing future losses; the report suggests cities publish open hazard and risk data to inform the creation of hazard-specific building code amendments.","ai_generated":true,"unit":"clipolin-001115#insight-8","date_modified":"2026-10-23"},{"text":"A just transition requires subsidies, such as capital and service subsidies or concessional loans, to overcome high upfront costs for low-income households and ensure the viability of social housing.","ai_generated":true,"unit":"clipolin-001115#insight-9","date_modified":"2026-10-23"}],"climate_tags":["energy efficient building","embedded emissions","climate change adaptation","just transition","climate finance","building code","cooling","climate bond","energy poverty","life cycle assessment"],"geography_discussed":["Nigeria","Indonesia","Singapore","New York City","Frankfurt","California"],"frame_perspective":[],"analysis_type":["network analysis","literature review","theory of change"]},{"id":"issafri-002242","url":"https://climateinsightsdirectory.org/document/issafri-002242","title":"A question of influence?","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"case study","language":"en","date_published":"2023-06","source_url":"https://issafrica.s3.amazonaws.com/site/uploads/EAR-49.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The report identifies a growing, commercially driven marketplace for 'influence as a service' in Kenya, where digital entrepreneurs monetise their networks to amplify political narratives. While techniques mirror global trends, the operations were predominantly indigenous. The study highlights the use of bots, astroturfing, and conspiratorial narratives—such as the 'deep state'—to undermine democratic institutions and legacy media. It warns that the integration of artificial intelligence could accelerate disinformation, creating an 'automated disinformation arms race' that threatens fragile democracies across Africa.","ai_generated":true,"unit":"issafri-002242#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Influence operations during the 2022 Kenyan elections were primarily home-grown, although they adopted techniques seen in the US, Russia, and Europe.","ai_generated":true,"unit":"issafri-002242#insight-1","date_modified":"2026-10-23"},{"text":"The primary driver for influence operations in Kenya is commercial rather than ideological, leading to the 'commodification' of influence where hashtags and influencers are hired for a fee.","ai_generated":true,"unit":"issafri-002242#insight-2","date_modified":"2026-10-23"},{"text":"Influence is sold as a tiered service; for example, generating a hashtag can cost between 100,000 Ksh and several million shillings, while mid-tier bloggers may earn US$2,000 to US$3,000 a day for disinformation tweets.","ai_generated":true,"unit":"issafri-002242#insight-3","date_modified":"2026-10-23"},{"text":"The 'deep state' narrative was a central conspiratorial tool used to depict the state under the Kenyatta administration as corrupt and captured, mirroring elements of the American QAnon movement.","ai_generated":true,"unit":"issafri-002242#insight-4","date_modified":"2026-10-23"},{"text":"Legacy media in Kenya faced direct competition from social media and was often targeted by narratives of bias, which pushed political actors to compete more aggressively on digital platforms.","ai_generated":true,"unit":"issafri-002242#insight-5","date_modified":"2026-10-23"},{"text":"Both major political communities employed inauthentic activity, including the use of bots, sock puppets, and astroturfing to create an illusion of popular support.","ai_generated":true,"unit":"issafri-002242#insight-6","date_modified":"2026-10-23"},{"text":"Disinformation campaigns targeted the Independent Electoral and Boundaries Commission (IEBC) to undermine its legitimacy, including claims of a 'captured' commission and the use of doctored videos.","ai_generated":true,"unit":"issafri-002242#insight-7","date_modified":"2026-10-23"},{"text":"The rise of artificial intelligence and automated responses threatens to create a 'disinformation arms race' that could outpace human verification and undermine democratic norms in Africa.","ai_generated":true,"unit":"issafri-002242#insight-8","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["United States","Russia","Europe","South Africa","Zimbabwe","Democratic Republic of the Congo","Israel"],"frame_perspective":[],"analysis_type":["case study","network analysis","OSINT"]},{"id":"sei-001020","url":"https://climateinsightsdirectory.org/document/sei-001020","title":"Impacts on global food trade networks","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2023-01-25","source_url":"https://www.sei.org/publications/impacts-on-global-food-trade-networks/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The research analyzes how climate-induced crop yield changes between 2070 and 2099 may disrupt global food trade networks for wheat, rice, and maize. Using a network model, the study finds that maize trade is the least stable of the three crops and suggests that global food security will depend on production changes in major producers and the ability of trade communities to balance losses in vulnerable countries.","ai_generated":true,"unit":"sei-001020#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The stability of food trade network structures under climate change impacts varies by crop, with maize trade being the least stable.","ai_generated":true,"unit":"sei-001020#insight-1","date_modified":"2026-10-23"},{"text":"Global food security threats may be driven by production changes in a small number of major global producers and the capacity of trade communities to offset production and import losses in vulnerable nations.","ai_generated":true,"unit":"sei-001020#insight-2","date_modified":"2026-10-23"}],"climate_tags":["climate impact","crop yield","food security"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["projection","network analysis"]},{"id":"grelat-000109","url":"https://climateinsightsdirectory.org/document/grelat-000109","title":"Rumores Renovables","publisher":{"name":"GreenLatinos","organization":"greenlatinos"},"document_type":"report","language":"en","date_published":"2023","source_url":"https://www.greenlatinos.org/wp-content/uploads/2025/10/graphika-report_rumores-renovables_ENG.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies a predominantly right-leaning, Spain-based network that drives anti-renewable energy discourse in Spanish. It highlights how these actors use conspiratorial narratives—such as claims that wildfires are intentionally set to clear land for wind farms—and leverage cross-platform tactics to amplify misinformation. The analysis shows that while anti-renewable posts make up less than half of a sampled set, they generate 66% of total engagement, indicating a high impact relative to their volume.","ai_generated":true,"unit":"grelat-000109#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Spanish-language anti-renewables conversation is primarily driven by right-leaning accounts from Spain. The largest group in the analyzed network comprises 34% of accounts and shows explicit support for the far-right Spanish political party VOX.","ai_generated":true,"unit":"grelat-000109#insight-1","date_modified":"2026-10-23"},{"text":"Anti-renewable narratives have a disproportionate impact on engagement. In a sample of posts, those promoting anti-renewable narratives accounted for less than 50% of the posts but generated 66% of the total engagement.","ai_generated":true,"unit":"grelat-000109#insight-2","date_modified":"2026-10-23"},{"text":"A prominent narrative claims that forest fires are intentionally set to clear land for renewable energy projects. This claim appeared during Spain's July 2022 wildfires and the March-April 2023 Asturias wildfires, and has also been linked to fires in Hawaii and Greece.","ai_generated":true,"unit":"grelat-000109#insight-3","date_modified":"2026-10-23"},{"text":"Other core anti-renewable narratives include claims that wind turbines kill whales (specifically citing the film \"Thrown To The Wind\"), that solar panels pollute groundwater with lead and cadmium, and that the energy transition is a business designed to enrich global elites.","ai_generated":true,"unit":"grelat-000109#insight-4","date_modified":"2026-10-23"},{"text":"The volume of anti-renewable content peaks in correlation with extreme weather events or policy updates. Examples include peaks following the Asturias forest fires in April 2023 and an announcement by Mexican President López Obrador regarding the purchase of gas plants and a wind farm.","ai_generated":true,"unit":"grelat-000109#insight-5","date_modified":"2026-10-23"},{"text":"Anti-renewable actors employ specific dissemination tactics, including translating English or Greek content into Spanish to fit local contexts and using multiple social media assets to boost reach, such as various regional VOX Facebook pages posting identical content.","ai_generated":true,"unit":"grelat-000109#insight-6","date_modified":"2026-10-23"}],"climate_tags":["renewable energy","wind power","solar energy","climate change disinformation","energy transition","electric vehicle"],"geography_discussed":["Mexico","Argentina","Greece","Hawaii","United States"],"frame_perspective":[],"analysis_type":["network analysis","narrative analysis","social media monitoring"]},{"id":"grelat-000110","url":"https://climateinsightsdirectory.org/document/grelat-000110","title":"Rumores Renovables","publisher":{"name":"GreenLatinos","organization":"greenlatinos"},"document_type":"report","language":"es","date_published":"2023","source_url":"https://www.greenlatinos.org/wp-content/uploads/2025/10/graphika-report_rumores-renovables_ESP.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies a network of Spanish-speaking accounts, primarily right-wing and based in Spain, that disseminate misinformation about renewable energy. Key narratives include claims that wildfires are intentionally set to clear land for wind farms and that renewable technologies harm wildlife or pollute the environment. The analysis reveals that these narratives often originate in other languages, are amplified by influential right-wing figures, and correlate with extreme weather events or policy changes.","ai_generated":true,"unit":"grelat-000110#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The conversation opposing renewable energy in Spanish is dominated by a right-wing network, primarily based in Spain. The largest group in the analyzed network, 'ESP Derechista|Conservador|Pro-VOX', accounts for 34% of the accounts and shows explicit support for the far-right party VOX.","ai_generated":true,"unit":"grelat-000110#insight-1","date_modified":"2026-10-23"},{"text":"Anti-renewable narratives have a disproportionate impact on engagement. In a sample of publications, these narratives represented less than half of the posts but accounted for 66% of total interactions.","ai_generated":true,"unit":"grelat-000110#insight-2","date_modified":"2026-10-23"},{"text":"Several core narratives are used to undermine renewable energy: claims that wildfires are intentionally started to clear land for projects, that wind turbines kill whales and other animals, that solar panels contaminate groundwater with lead and cadmium, that renewables are unreliable, and that they only benefit a wealthy global elite.","ai_generated":true,"unit":"grelat-000110#insight-3","date_modified":"2026-10-23"},{"text":"The volume of anti-renewable content peaks in correlation with extreme weather events or specific policy developments. Examples include spikes during the Asturias wildfires in 2023 and the announcement by Mexican President López Obrador regarding the purchase of gas plants and a wind farm from Iberdrola.","ai_generated":true,"unit":"grelat-000110#insight-4","date_modified":"2026-10-23"},{"text":"Anti-renewable discourse frequently relies on the translation and adaptation of foreign narratives. For instance, the claim that wildfires are set to clear land for wind turbines appeared in Greek as early as 2018 before spreading to Spanish, Portuguese, and English contexts.","ai_generated":true,"unit":"grelat-000110#insight-5","date_modified":"2026-10-23"},{"text":"Influential actors use multi-platform strategies and multiple accounts to expand their reach. This includes the use of parody accounts like @Agenda2030_ and the coordination of identical content across various regional Facebook pages of the VOX party.","ai_generated":true,"unit":"grelat-000110#insight-6","date_modified":"2026-10-23"}],"climate_tags":["renewable energy","wind power","solar energy","climate change disinformation","electric vehicle","environmental policy"],"geography_discussed":["Mexico","Argentina","Asturias","United States","Greece","Germany"],"frame_perspective":[],"analysis_type":["network analysis","discourse analysis"]},{"id":"isdglo-000155","url":"https://climateinsightsdirectory.org/document/isdglo-000155","title":"The Hydra on the Web: Challenges Associated with Extremist Use of the Fediverse","publisher":{"name":"Institute for Strategic Dialogue","organization":"institute-for-strategic-dialogue"},"document_type":"report","language":"en","date_published":"2023","source_url":"https://www.isdglobal.org/wp-content/uploads/2023/06/The-Hydra-on-the-Web.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The report examines the use of PeerTube, a decentralized video platform, by far-right and conspiracy movements in Germany. It finds that while these actors occupy a small fraction of the Fediverse, they exploit its decentralized structure to avoid the moderation and legal requirements of centralized platforms. Through network analysis and case studies, the report demonstrates that PeerTube often serves as a back-up for 'deplatforming' and that success on the platform is heavily dependent on pre-existing audience popularity. The authors argue that state regulation is limited by the software's nature and suggest community-led moderation and isolation of extremist instances as more effective responses.","ai_generated":true,"unit":"isdglo-000155#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"PeerTube's decentralized architecture creates a 'hydra effect' where the network survives even if individual connected servers are removed, allowing new servers to be added easily.","ai_generated":true,"unit":"isdglo-000155#insight-1","date_modified":"2026-10-23"},{"text":"There is no central authority for content moderation on PeerTube; content can only be removed from the network if the server operator chooses to do so or if the server is switched off.","ai_generated":true,"unit":"isdglo-000155#insight-2","date_modified":"2026-10-23"},{"text":"Far-right and conspiracy actors represent only a small portion of the overall Fediverse and primarily network among themselves, though some connect to the wider network via highly networked servers.","ai_generated":true,"unit":"isdglo-000155#insight-3","date_modified":"2026-10-23"},{"text":"PeerTube is primarily used as a back-up option following deplatforming from YouTube, but the deletion of YouTube channels does not always result in a proportional increase in PeerTube account registrations.","ai_generated":true,"unit":"isdglo-000155#insight-4","date_modified":"2026-10-23"},{"text":"Success and viewership on PeerTube instances are strongly linked to the pre-established popularity of the individuals or organizations involved rather than the volume of content uploaded.","ai_generated":true,"unit":"isdglo-000155#insight-5","date_modified":"2026-10-23"},{"text":"PeerTube instances frequently serve as refuges for disinformation, particularly regarding the COVID-19 pandemic and conspiracy theories about global elites and the war in Ukraine.","ai_generated":true,"unit":"isdglo-000155#insight-6","date_modified":"2026-10-23"},{"text":"State regulation, including the German Network Enforcement Act (NetzDG) and the EU's Digital Services Act, is limited in effectiveness because many instances lack the required user numbers for reporting obligations and are not operated for profit.","ai_generated":true,"unit":"isdglo-000155#insight-7","date_modified":"2026-10-23"},{"text":"The federation system allows users to view illegal or extremist content on an instance even if that instance's operator claims to moderate such content, as the content is hosted on a different federated server.","ai_generated":true,"unit":"isdglo-000155#insight-8","date_modified":"2026-10-23"},{"text":"Community-based moderation, such as the use of curated blocklists to isolate extremist instances, is proposed as a more viable alternative to state legal measures.","ai_generated":true,"unit":"isdglo-000155#insight-9","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["France","European Union"],"frame_perspective":[],"analysis_type":["network analysis","case study","qualitative analysis","quantitative analysis"]}]}