{"query_echo":{"q":"","filters":{"geography":["Mozambique"]},"warnings":[]},"total":{"value":1515,"relation":"eq"},"page":26,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=Mozambique&page=26","next":"https://climateinsightsdirectory.org/api/v1/search?geography=Mozambique&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":"iisd-003302","url":"https://climateinsightsdirectory.org/document/iisd-003302","title":"Sortons du gaz","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"executive summary","language":"fr","date_published":"2021-06","source_url":"https://www.iisd.org/system/files/2021-06/natural-gas-finance-clean-alternatives-global-south-summary-fr.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that international public finance disproportionately supports natural gas over renewables in the Global South, creating risks of stranded assets and carbon lock-in. It argues that renewables are now cost-competitive for most gas uses and recommends that public financial institutions cease support for gas infrastructure to prioritize clean energy transitions.","ai_generated":true,"unit":"iisd-003302#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"International public financing for gas projects in low- and middle-income countries is significantly higher than for other energy sources, averaging nearly 16 billion USD annually between 2017 and 2019, which is four times the amount provided for wind or solar energy.","ai_generated":true,"unit":"iisd-003302#insight-1","date_modified":"2026-10-23"},{"text":"Multilateral Development Banks (MDBs) continued to prioritize gas during the COVID-19 pandemic, with gas accounting for over 75% of MDB support for fossil fuels in 2020.","ai_generated":true,"unit":"iisd-003302#insight-2","date_modified":"2026-10-23"},{"text":"The concept of gas as a 'transition fuel' is considered obsolete due to the urgency of the climate crisis, the rapid cost decline of renewables and energy storage, and the discovery of significant methane leaks from gas infrastructure.","ai_generated":true,"unit":"iisd-003302#insight-3","date_modified":"2026-10-23"},{"text":"Investing in gas infrastructure risks creating 'stranded assets' and locking economies into high-carbon development paths, which may lead to higher energy costs and trade disadvantages as the global energy transition accelerates.","ai_generated":true,"unit":"iisd-003302#insight-4","date_modified":"2026-10-23"},{"text":"Renewable energy is now more cost-competitive than gas for most uses, including electricity production and clean cooking, while alternatives for hard-to-abate heavy industries are expected to be commercialized by the early 2030s.","ai_generated":true,"unit":"iisd-003302#insight-5","date_modified":"2026-10-23"},{"text":"In emerging economies, gas expansion often creates redundancies or economic instability: Argentina faces high debt and subsidies; Egypt's gas hub strategy depends on uncertain European demand; and India is building parallel gas and electric vehicle infrastructures despite high import costs.","ai_generated":true,"unit":"iisd-003302#insight-6","date_modified":"2026-10-23"}],"climate_tags":["natural gas","climate finance","renewable energy","wind power","solar energy","energy transition","Carbon lock-in","stranded asset","methane leak","energy efficiency","clean cooking","green hydrogen","electric vehicle","just transition","Paris Agreement"],"geography_discussed":["Argentina","Egypt","India","Mozambique","United States","Australia"],"frame_perspective":[],"analysis_type":["policy assessment","financial analysis","case study"]},{"id":"saiia-001824","url":"https://climateinsightsdirectory.org/document/saiia-001824","title":"After Idai: Insights from Mozambique for Climate Resilient Coastal Infrastructure","publisher":{"name":"South African Institute of International Affairs","organization":"south-african-institute-of-international-affairs"},"document_type":"policy brief","language":"en","date_published":"2021-06","source_url":"https://saiia.org.za/wp-content/uploads/2021/07/Policy-Insights-110-macamo.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the impacts of Cyclone Idai, Tropical Storm Chalane, and Cyclone Eloise on Mozambique, specifically the city of Beira. It analyzes the role of green and grey infrastructure in disaster mitigation, evaluates the 'Building Beira Back Better' (BBBB) strategy, and highlights the critical need for improved early warning systems and sustainable waste management to maintain urban drainage functionality.","ai_generated":true,"unit":"saiia-001824#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Cyclone Idai caused extensive damage in Mozambique, with infrastructure losses estimated at $796 million and production sector losses reaching $986 million. The storm affected over 1.5 million people and killed more than 600 individuals across the provinces of Zambezia, Tete, Manica, Sofala, and Inhambane.","ai_generated":true,"unit":"saiia-001824#insight-1","date_modified":"2026-10-23"},{"text":"Natural ecosystems in the Beira region suffered significant degradation from Cyclone Idai. Specifically, 2,371 hectares of mangroves were affected across Beira, Dondo, and Buzi due to defoliation, root burial, and subsequent logging for fuelwood and timber.","ai_generated":true,"unit":"saiia-001824#insight-2","date_modified":"2026-10-23"},{"text":"The early warning system during Cyclone Idai failed to communicate the unprecedented severity of the event, as messages did not distinguish between typical wind speeds (60 km/h) and the expected 180 km/h winds. Additionally, flooding risks were underestimated because rainfall occurred in Zimbabwe, leaving downstream Mozambican communities unaware until too late.","ai_generated":true,"unit":"saiia-001824#insight-3","date_modified":"2026-10-23"},{"text":"The integration of green and grey infrastructure, such as the rehabilitation of the Chiveve River channel and the creation of nature-based retention basins, proved effective during Cyclone Idai by facilitating water flow to the sea. However, the system's efficiency was later reduced by solid waste clogging the channels.","ai_generated":true,"unit":"saiia-001824#insight-4","date_modified":"2026-10-23"},{"text":"The 'Building Beira Back Better' (BBBB) recovery plan focuses on three pillars: community well-being and socio-economics, critical infrastructure, and cross-cutting issues. The plan emphasizes nature-based solutions (NbS) for coastal protection and the construction of resilient housing.","ai_generated":true,"unit":"saiia-001824#insight-5","date_modified":"2026-10-23"},{"text":"Implementation of reconstruction efforts in Beira is severely hindered by financial constraints and social challenges. Only about 25% of the estimated $888 million required for the BBBB programme has been provided by donors, and between 92,500 and 104,000 people remain in makeshift camps.","ai_generated":true,"unit":"saiia-001824#insight-6","date_modified":"2026-10-23"}],"climate_tags":["tropical cyclone","nature-based solutions","climate change adaptation","coastal erosion","early warning system","urban flooding","green infrastructure","climate finance","sea level rise","carbon sequestration","disaster risk reduction"],"geography_discussed":["Zimbabwe","Buzi","Dondo","Sofala","Zambezia Province","Tete Province","Manica Province","Inhambane Province"],"frame_perspective":[],"analysis_type":["policy assessment","case study","impact analysis"]},{"id":"iisd-000849","url":"https://climateinsightsdirectory.org/document/iisd-000849","title":"Biosafety: Ensuring the Safe Use of Modern Biotechnologies","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"policy brief","language":"en","date_published":"2021-05-11","source_url":"https://www.iisd.org/articles/deep-dive/biosafety-ensuring-safe-use-modern-biotechnologies","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document outlines the evolution of modern biotechnology and the subsequent development of the Cartagena Protocol on Biosafety to protect human health and biodiversity from the adverse effects of living modified organisms (LMOs). It details the Protocol's operationalization of the precautionary approach, its mechanisms for transboundary movement—such as the advance informed agreement (AIA) procedure—and its relationship with trade agreements like the WTO SPS Agreement. The brief also discusses the 2010 Nagoya-Kuala Lumpur Supplementary Protocol on Liability and Redress and highlights the ongoing challenges posed by emerging technologies like synthetic biology and gene drives.","ai_generated":true,"unit":"iisd-000849#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Cartagena Protocol on Biosafety, which entered into force in 2003 and has over 170 parties, aims to ensure the safe transport, handling, and use of living modified organisms (LMOs) that may negatively impact biodiversity and human health.","ai_generated":true,"unit":"iisd-000849#insight-1","date_modified":"2026-10-23"},{"text":"The Protocol operationalizes the precautionary approach, allowing governments to restrict the import of an LMO even when there is a lack of full scientific certainty regarding its potential adverse effects.","ai_generated":true,"unit":"iisd-000849#insight-2","date_modified":"2026-10-23"},{"text":"Two primary procedures regulate the transboundary movement of LMOs: the advance informed agreement (AIA) procedure for LMOs intended for introduction into the environment, and a separate procedure for LMOs intended for direct use as food, feed or processing (LMO-FFPs).","ai_generated":true,"unit":"iisd-000849#insight-3","date_modified":"2026-10-23"},{"text":"The 2010 Nagoya-Kuala Lumpur Supplementary Protocol on Liability and Redress was established to address gaps in the original Protocol regarding environmental damage, requiring parties to provide response measures for biodiversity damage.","ai_generated":true,"unit":"iisd-000849#insight-4","date_modified":"2026-10-23"},{"text":"Tensions exist between biosafety regulations and international trade rules, exemplified by a WTO dispute where the US, Argentina, and Canada challenged the EU's GMO approval delays, resulting in a ruling that the EU breached the SPS Agreement.","ai_generated":true,"unit":"iisd-000849#insight-5","date_modified":"2026-10-23"},{"text":"Modern biotechnology faces criticism for focusing on a limited number of crops suited for developed country markets, leading to concerns that the technology prioritizes private profit over public good and may negatively impact smallholder farmers in developing countries.","ai_generated":true,"unit":"iisd-000849#insight-6","date_modified":"2026-10-23"},{"text":"Emerging biotechnologies, specifically synthetic biology and gene drives, present new challenges for international policymakers in balancing potential benefits with environmental and socio-economic risks.","ai_generated":true,"unit":"iisd-000849#insight-7","date_modified":"2026-10-23"}],"climate_tags":["GMO","biodiversity","food security"],"geography_discussed":["Colombia","Canada","United States","European Union","Zambia","Zimbabwe","Lesotho","Malawi","Mozambique","Angola","Eswatini","Argentina"],"frame_perspective":[],"analysis_type":["policy analysis","legal review"]},{"id":"saiia-000359","url":"https://climateinsightsdirectory.org/document/saiia-000359","title":"Optimising agricultural value chains in Southern Africa after COVID-19","publisher":{"name":"South African Institute of International Affairs","organization":"south-african-institute-of-international-affairs"},"document_type":"policy brief","language":"en","date_published":"2021-05-05","source_url":"https://saiia.org.za/research/optimising-agricultural-value-chains-in-southern-africa-after-covid-19/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the state of agricultural value chains in the SADC region, noting that while the sector was minimally affected by COVID-19 compared to others, the pandemic exacerbated existing vulnerabilities. Key challenges identified include a heavy reliance on subsistence farming, food insecurity, and the impact of climate change. The brief argues for a 'dual approach' that supports both small-scale and large-scale commercial farming, the adoption of climate-smart technologies, digitalization of value chains, and the full implementation of the African Continental Free Trade Area (AfCFTA) to enhance regional trade and food security.","ai_generated":true,"unit":"saiia-000359#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The SADC region should adopt a 'dual approach' to agricultural development that creates opportunities for both small-scale subsistence farming, which provides socioeconomic benefits, and large-scale commercial farming geared toward exports to drive economic development.","ai_generated":true,"unit":"saiia-000359#insight-1","date_modified":"2026-10-23"},{"text":"COVID-19 had a minimal direct impact on the SADC agricultural sector because it was generally classified as an essential service, but it exacerbated existing structural challenges and increased food insecurity. Approximately 44.8 million people in southern Africa were food insecure, with a 10% increase between 2019 and 2020.","ai_generated":true,"unit":"saiia-000359#insight-2","date_modified":"2026-10-23"},{"text":"Climate change has created significant uncertainty in food production, complicating crop selection and geographical placement. In 2018, the climate crisis left over 41 million people across 13 of the 16 SADC countries food insecure.","ai_generated":true,"unit":"saiia-000359#insight-3","date_modified":"2026-10-23"},{"text":"The implementation of the African Continental Free Trade Area (AfCFTA), which took effect in January 2021, is viewed as a critical lever for strengthening regional integration and protecting small-scale farmers by eliminating tariffs on 90% of goods.","ai_generated":true,"unit":"saiia-000359#insight-4","date_modified":"2026-10-23"},{"text":"Digitalization of agro-value chains through smartphone apps, e-commerce, and automation offers a way to include smallholder farmers who were previously excluded from these chains and to optimize interactions between farmers, suppliers, and financiers.","ai_generated":true,"unit":"saiia-000359#insight-5","date_modified":"2026-10-23"},{"text":"SADC member countries generally suffer from a lack of heterogeneity in agricultural activities, producing similar products like grains, nuts, and vegetables, with South Africa being a notable exception by also producing citrus fruits and wine.","ai_generated":true,"unit":"saiia-000359#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate change","food security"],"geography_discussed":["South Africa","Namibia","Zimbabwe","Eswatini","Mozambique","Lesotho","Botswana","Mauritius","Zambia","Madagascar","Malawi"],"frame_perspective":[],"analysis_type":["policy analysis","economic assessment"]},{"id":"isdglo-000079","url":"https://climateinsightsdirectory.org/document/isdglo-000079","title":"The Cloud Caliphate: Archiving the Islamic State in Real-Time","publisher":{"name":"Institute for Strategic Dialogue","organization":"institute-for-strategic-dialogue"},"document_type":"report","language":"en","date_published":"2021-05","source_url":"https://www.isdglobal.org/wp-content/uploads/2021/05/Cloud-Caliphate.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes the 'Cloud Caliphate,' a 2.2 terabyte digital archive of Islamic State content hosted via NextCloud and Cloudflare. It examines the repository's composition, its role in maintaining a 'national biography' for a decentralized global movement, and its integration into a broader ecosystem of pro-Islamic State websites. The authors detail the archive's contents—ranging from historical 'genesis' files to tactical manuals—and provide policy recommendations for marginalizing such repositories by disrupting the networks and tools used to promote them.","ai_generated":true,"unit":"isdglo-000079#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The 'Cloud Caliphate' is a massive digital repository that grew from 1.3 terabytes in June 2019 to 2.2 terabytes by February 2021, utilizing the open-source file hosting service NextCloud and Cloudflare for hosting.","ai_generated":true,"unit":"isdglo-000079#insight-1","date_modified":"2026-10-23"},{"text":"The archive serves a sociological purpose by creating a 'national biography' and a shared sense of identity for a decentralized global movement, acting as a site for the 'collective will to remember'.","ai_generated":true,"unit":"isdglo-000079#insight-2","date_modified":"2026-10-23"},{"text":"The repository is integrated into a 'constellation' of pro-Islamic State websites that act as funnels; the top three referring sites between May and July 2020 were al-Bayan, 'Muslim News', and 'The Punishment', accounting for 46 percent of referral traffic.","ai_generated":true,"unit":"isdglo-000079#insight-3","date_modified":"2026-10-23"},{"text":"The archive's composition is vast, containing 97,706 folders and files as of June 30, 2020, including 58,898 image files, 10,092 video files, 9,038 applications, 8,963 audio files, and 2,972 text files.","ai_generated":true,"unit":"isdglo-000079#insight-4","date_modified":"2026-10-23"},{"text":"The archive contains specific folders dedicated to the 'Genesis of the Islamic State' (including Jama’at al-Tawhid wal-Jihad and the Mujahideen Shura Council of Iraq) and 'Emirs of Jihad', featuring curated 'seerah' (prophetic biographies) of leaders like Abu Abdallah al-Jabouri and Abu Anas al-Shami.","ai_generated":true,"unit":"isdglo-000079#insight-5","date_modified":"2026-10-23"},{"text":"The repository includes a 'New Folder' containing slanderous material and curated social media posts designed to discredit al-Qa`ida and its leadership, specifically Ayman al-Zawahiri.","ai_generated":true,"unit":"isdglo-000079#insight-6","date_modified":"2026-10-23"},{"text":"The archive provides tactical and dangerous information, including instructions for explosive materials, creating chloroform, and guides on surveilling, stabbing, and kidnapping.","ai_generated":true,"unit":"isdglo-000079#insight-7","date_modified":"2026-10-23"},{"text":"The case of Muhammed al-Azhari, an American charged in May 2020, demonstrates real-world usage of the archive, as FBI searches of his devices revealed he accessed the 'Cloud Caliphate' to consume propaganda.","ai_generated":true,"unit":"isdglo-000079#insight-8","date_modified":"2026-10-23"},{"text":"The authors recommend that stakeholders marginalize such repositories by identifying and disrupting the individuals administering them and by curbing the dissemination of problematic URLs on social media and messengers.","ai_generated":true,"unit":"isdglo-000079#insight-9","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Iraq","Syria","Mozambique","Mali","Nigeria","Egypt","United States","Saudi Arabia","Jordan","Bahrain","Kuwait","Palestine","Afghanistan","Bosnia and Herzegovina","Canada","France"],"frame_perspective":[],"analysis_type":["case study","digital forensics","sociological analysis"]},{"id":"saiia-001688","url":"https://climateinsightsdirectory.org/document/saiia-001688","title":"Building Anticipatory Governance in SADC: Post-COVID-19 Conflict and Defence Outlook","publisher":{"name":"South African Institute of International Affairs","organization":"south-african-institute-of-international-affairs"},"document_type":"research paper","language":"en","date_published":"2021-05","source_url":"https://saiia.org.za/wp-content/uploads/2021/05/Occasional-Paper-323-van-Nieuwkerk.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report argues that SADC's current reactive, bureaucratic, and state-centric approach to security is insufficient for the region's complex threat landscape. It proposes the adoption of anticipatory governance—a non-predictive approach using foresight and multi-stakeholder engagement—to move from reactive crisis management to proactive strategic planning. The author highlights the Cabo Delgado insurgency as a primary example of SADC's failure to act timeously and recommends a comprehensive regional security sector review and the establishment of a P/CVE unit to build adaptive capacities.","ai_generated":true,"unit":"saiia-001688#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"SADC struggles to coordinate a collective response to regional threats due to a political culture dominated by a 'liberation movement ethos' and a strict principle of non-interference in member states' domestic affairs.","ai_generated":true,"unit":"saiia-001688#insight-1","date_modified":"2026-10-23"},{"text":"The region's defence capabilities are highly uneven, with only Angola and South Africa maintaining significant budgets and forces, while others rely on bilateral arrangements with partners like India or NATO countries.","ai_generated":true,"unit":"saiia-001688#insight-2","date_modified":"2026-10-23"},{"text":"SADC's ability to respond to large-scale crises, including natural disasters, pandemics, or cross-border violent extremism, is currently limited.","ai_generated":true,"unit":"saiia-001688#insight-3","date_modified":"2026-10-23"},{"text":"The response to the insurgency in Cabo Delgado, Mozambique, demonstrates a decision-making pace that is too slow for the rapidly evolving nature of the crisis.","ai_generated":true,"unit":"saiia-001688#insight-4","date_modified":"2026-10-23"},{"text":"The COVID-19 pandemic acted as a 'black swan' event that exposed SADC's inability to anticipate negative socio-economic and political consequences despite previous scenario exercises on health crises.","ai_generated":true,"unit":"saiia-001688#insight-5","date_modified":"2026-10-23"},{"text":"The author recommends that SADC member states undertake a deep security sector review every 10 years, following African Union guidelines, to make institutions more responsive to democratic control.","ai_generated":true,"unit":"saiia-001688#insight-6","date_modified":"2026-10-23"},{"text":"To implement anticipatory governance, the report suggests SADC establish a P/CVE (preventing and countering violent extremism) unit at the Secretariat to replace traditional counter-terrorism units.","ai_generated":true,"unit":"saiia-001688#insight-7","date_modified":"2026-10-23"},{"text":"SADC's current decision-making architecture is hindered by executive decision-making, a bureaucratic substructure of seconded officials, and weak oversight mechanisms.","ai_generated":true,"unit":"saiia-001688#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change","extreme weather event","biodiversity loss"],"geography_discussed":["Mozambique","South Africa","Angola","Democratic Republic of the Congo","Cabo Delgado Province"],"frame_perspective":[],"analysis_type":["policy analysis","scenario planning","case study"]},{"id":"saiia-001821","url":"https://climateinsightsdirectory.org/document/saiia-001821","title":"Sub-Saharan Africa’s Agriculture and COVID-19: How the Pandemic Will (re)Shape Food Markets","publisher":{"name":"South African Institute of International Affairs","organization":"south-african-institute-of-international-affairs"},"document_type":"policy brief","language":"en","date_published":"2021-05","source_url":"https://saiia.org.za/wp-content/uploads/2021/06/Policy-Insights-105-sihlobo-kapuya-baskaran.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document analyzes the vulnerability of sub-Saharan African food systems during the COVID-19 pandemic, noting a heavy reliance on global imports and a lack of fiscal capacity for social protection. It details how governments primarily used interventionist market, trade, and production policies, while highlighting severe disruptions in input supply, labor, and logistics. The authors argue for a shift toward more agile governance, investment in infrastructure, and the effective implementation of regional trade agreements to build future resilience.","ai_generated":true,"unit":"saiia-001821#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Sub-Saharan Africa is highly dependent on global food markets, with an average annual food import bill of $44 billion and a food trade deficit of $2 billion, making its food security sensitive to the policy responses of major exporters like Brazil, China, India, Russia, and the US.","ai_generated":true,"unit":"saiia-001821#insight-1","date_modified":"2026-10-23"},{"text":"Government responses in sub-Saharan Africa generally followed two interventionist patterns: market and trade policies to manage food supply (such as releasing grain via Food Reserve Agency operations) and food production policies focused on smallholder farmers through input subsidies.","ai_generated":true,"unit":"saiia-001821#insight-2","date_modified":"2026-10-23"},{"text":"Unlike high-income regions such as the US and EU, most sub-Saharan African countries lack the fiscal capacity to provide income support or social protection to maintain food demand, leading to diminished incomes and higher food prices for consumers.","ai_generated":true,"unit":"saiia-001821#insight-3","date_modified":"2026-10-23"},{"text":"The pandemic caused significant disruptions across the food value chain, including shortages of seeds and fertilizers, labor shortages for planting and harvesting, and logistical delays at borders that increased transport costs and compromised the quality of perishable goods.","ai_generated":true,"unit":"saiia-001821#insight-4","date_modified":"2026-10-23"},{"text":"The informal food sector was severely impacted by government containment measures, as the closure of open-air markets restricted food access for low-income households and damaged the livelihoods of vendors, many of whom are women and youth.","ai_generated":true,"unit":"saiia-001821#insight-5","date_modified":"2026-10-23"},{"text":"To improve future resilience, the document recommends investing in market infrastructure like cold storage and grain silos, expanding social protections for the urban poor and smallholders, and better aligning with the African Continental Free Trade Area to reduce import reliance.","ai_generated":true,"unit":"saiia-001821#insight-6","date_modified":"2026-10-23"}],"climate_tags":["food security","smallholder","climate change","social protection"],"geography_discussed":["South Africa","Namibia","Brazil","People's Republic of China","India","Russia","United States","European Union","Vietnam","Kazakhstan","Cambodia","United Kingdom","Rwanda","Malawi","Mali","Nigeria","Mozambique","Kenya","Ghana","Tanzania","Zambia","Zimbabwe","Ethiopia","Uganda","Burkina Faso","Togo","Senegal"],"frame_perspective":[],"analysis_type":["policy assessment","impact analysis"]},{"id":"iisd-002393","url":"https://climateinsightsdirectory.org/document/iisd-002393","title":"The \"Crown Jewels\" of Environmental Diplomacy: Assessing the UNEP Regional Seas Programme","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"policy brief","language":"en","date_published":"2021-04-27","source_url":"https://www.iisd.org/articles/deep-dive/crown-jewels-environmental-diplomacy-assessing-unep-regional-seas-programme","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The UNEP Regional Seas Programme employs a regionalized approach to ocean governance, coordinating actions across 18 Conventions and Action Plans involving over 146 countries. While it has achieved significant milestones in pollution management and biodiversity conservation, its effectiveness is hindered by political instability, funding gaps, and weak enforcement.","ai_generated":true,"unit":"iisd-002393#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Regional Seas Programme utilizes a 'shared seas' approach to protect coastal and marine environments by engaging neighboring countries. It currently involves more than 146 countries across 18 Regional Seas Conventions and Action Plans, with UNEP directly administering seven of them.","ai_generated":true,"unit":"iisd-002393#insight-1","date_modified":"2026-10-23"},{"text":"The programme has evolved from a primary focus on marine pollution to a more holistic approach that includes biodiversity conservation, sustainable development, and integrated coastal zone management (ICZM).","ai_generated":true,"unit":"iisd-002393#insight-2","date_modified":"2026-10-23"},{"text":"Significant regional achievements include the adoption of a legally binding Regional Plan for Marine Litter Management in the Mediterranean (2013), the designation of over 50,000 square kilometres of marine protected areas (MPAs) in the Wider Caribbean since 2010, and the implementation of the Calabar Protocol for mangrove management in West and Central Africa.","ai_generated":true,"unit":"iisd-002393#insight-3","date_modified":"2026-10-23"},{"text":"Implementation of regional agreements is inconsistent due to several systemic barriers, including a lack of political will, political instability in certain states, insufficient funding, and weak enforcement mechanisms.","ai_generated":true,"unit":"iisd-002393#insight-4","date_modified":"2026-10-23"},{"text":"Global marine fish stocks are under severe pressure, with the FAO estimating that 90% are fully exploited, overexploited, or depleted. This is driven in part by government fishing subsidies, estimated at USD 35.4 billion per year worldwide in 2018.","ai_generated":true,"unit":"iisd-002393#insight-5","date_modified":"2026-10-23"},{"text":"The programme is aligning its activities with the 2030 Agenda for Sustainable Development, specifically SDG 14. The fourth Regional Seas Strategic Directions (2017-2020) focused on reducing marine pollution, increasing climate resilience in line with SDG 13 and the Paris Agreement, and developing ecosystem-based ocean policies.","ai_generated":true,"unit":"iisd-002393#insight-6","date_modified":"2026-10-23"}],"climate_tags":["coastal management","biodiversity conservation","Mangrove restoration","climate change mitigation","climate finance","Sustainable Development Goals"],"geography_discussed":["Mediterranean Sea","Wider Caribbean","West and Central Africa","East Africa","East Asian Seas","Caspian Sea","North West Pacific Ocean","Nigeria","Sierra Leone","Ivory Coast","Kenya","Tanzania","Mozambique","Antarctic","Arctic"],"frame_perspective":[],"analysis_type":["policy assessment","historical review"]},{"id":"reclfin-000792","url":"https://climateinsightsdirectory.org/document/reclfin-000792","title":"WHY INVESTORS SHOULD VOTE AGAINST TOTAL’S CLIMATE STRATEGY","publisher":{"name":"Reclaim Finance","organization":"reclaim-finance"},"document_type":"briefing","language":"en","date_published":"2021-04","source_url":"https://reclaimfinance.org/site/wp-content/uploads/2021/04/WhyShareholdersShouldVoteAgainstTotalClimateStrategy_InvestorsBriefing-1.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document urges investors to vote against Total's fourteenth and sixth resolutions at its May 2021 AGM, claiming the company's climate strategy is insufficient. It highlights a lack of precise global scope 3 emission targets, planned increases in gas production, and continued investment in new oil projects in East Africa. The authors argue that Total's reliance on carbon capture and storage (CCS) is unrealistic and that its capital expenditure remains heavily skewed toward fossil fuels, creating a risk of stranded assets.","ai_generated":true,"unit":"reclfin-000792#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Total has failed to provide a specific numerical target for the absolute reduction of its global scope 3 emissions by 2030, despite stating a goal to ensure they are lower than 2015 levels.","ai_generated":true,"unit":"reclfin-000792#insight-1","date_modified":"2026-10-23"},{"text":"Total's strategy involves a geographic imbalance in emissions; while scope 3 emissions are intended to decrease by 30% in Europe, the company plans to increase them by similar proportions in the rest of the world.","ai_generated":true,"unit":"reclfin-000792#insight-2","date_modified":"2026-10-23"},{"text":"The company's carbon intensity targets are deemed insufficient for the Paris Agreement, as intensity indicators can allow for fossil fuel growth and do not guarantee absolute emissions reductions.","ai_generated":true,"unit":"reclfin-000792#insight-3","date_modified":"2026-10-23"},{"text":"Total's capital expenditure is heavily weighted toward fossil fuels, with more than 80% of capex assigned to oil and gas, which the authors argue is inconsistent with Paris goals and risks stranded assets.","ai_generated":true,"unit":"reclfin-000792#insight-4","date_modified":"2026-10-23"},{"text":"Total plans to increase its energy production from 2.7 to 3.6 Mboe/d by 2030, with gas production potentially increasing by 36% to 41% between 2020 and 2030.","ai_generated":true,"unit":"reclfin-000792#insight-5","date_modified":"2026-10-23"},{"text":"The company continues to pursue new oil frontier projects, specifically the Tilenga and East African Crude Oil Pipeline (EACOP) projects in the Great Lakes region of East Africa.","ai_generated":true,"unit":"reclfin-000792#insight-6","date_modified":"2026-10-23"},{"text":"Total relies on an improbable scale-up of carbon capture and storage (CCS) and nature-based solutions to justify continued fossil fuel production, with its 'Rupture 2050' scenario projecting 7.5Gt of CCS capacity by 2050.","ai_generated":true,"unit":"reclfin-000792#insight-7","date_modified":"2026-10-23"}],"climate_tags":["Scope 3","emission intensity","stranded asset","natural gas","liquefied natural gas","methane","carbon capture and storage","nature-based solutions","Paris Agreement","Net-zero emissions","energy transition"],"geography_discussed":["Europe","East Africa","Russia","Mozambique","France"],"frame_perspective":[],"analysis_type":["corporate strategy assessment","investor briefing"]},{"id":"saiia-000988","url":"https://climateinsightsdirectory.org/document/saiia-000988","title":"Optimising Agricultural Value Chains in Southern Africa After COVID-19","publisher":{"name":"South African Institute of International Affairs","organization":"south-african-institute-of-international-affairs"},"document_type":"policy brief","language":"en","date_published":"2021-04","source_url":"https://saiia.org.za/wp-content/uploads/2021/05/Policy-Briefing-234-matema-prinsloo.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the impact of COVID-19 on agricultural value chains within the SADC region, noting that while the sector was less affected than others, the pandemic intensified existing vulnerabilities. Key challenges identified include a heavy reliance on subsistence farming, food insecurity, and the effects of climate change. The authors argue for a 'dual approach' that supports both small-scale and large-scale commercial farming, the adoption of climate-smart technologies, and the digitalisation of value chains. The African Continental Free Trade Area (AfCFTA) is highlighted as a critical mechanism for enhancing regional trade and protecting small-scale farmers.","ai_generated":true,"unit":"saiia-000988#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"COVID-19 disrupted global value chains by affecting transport, logistics, supply, production, demand, and consumption, which in turn impacted food security and economic growth within the SADC region.","ai_generated":true,"unit":"saiia-000988#insight-1","date_modified":"2026-10-23"},{"text":"The agricultural sector in SADC is characterised by significant disparities in GDP contribution; for example, it accounts for less than 3% of GDP in South Africa, Botswana, Mauritius, and Zambia, but exceeds 26% in Malawi, Madagascar, and Mozambique.","ai_generated":true,"unit":"saiia-000988#insight-2","date_modified":"2026-10-23"},{"text":"SADC agro-value chains face structural challenges, including a lack of product diversity among member states (mostly grains, nuts, and vegetables), a historical trend of 'sustained neglect' leading to net imports, and a predominance of subsistence farming over export-oriented production.","ai_generated":true,"unit":"saiia-000988#insight-3","date_modified":"2026-10-23"},{"text":"Climate change has increased food insecurity in the region; in 2018, approximately 41 million people across 13 SADC countries were food insecure, and in 2020, Zimbabwe saw a 57% decrease in maize production due to poor rainfall and economic instability.","ai_generated":true,"unit":"saiia-000988#insight-4","date_modified":"2026-10-23"},{"text":"While agriculture was generally designated an essential service during the pandemic, COVID-19 exacerbated existing issues, leading to a 10% increase in food insecurity between 2019 and 2020, affecting roughly 44.8 million people in southern Africa.","ai_generated":true,"unit":"saiia-000988#insight-5","date_modified":"2026-10-23"},{"text":"The implementation of the African Continental Free Trade Area (AfCFTA), which took effect in January 2021, is viewed as a vital tool for regional integration that can protect small-scale farmers by eliminating tariffs on 90% of goods.","ai_generated":true,"unit":"saiia-000988#insight-6","date_modified":"2026-10-23"},{"text":"To future-proof the sector, the document recommends a 'dual approach' supporting both subsistence and commercial farming, the creation of public-private partnerships for resilient infrastructure, the adoption of climate-smart technologies, and the digitalisation of value chain interactions.","ai_generated":true,"unit":"saiia-000988#insight-7","date_modified":"2026-10-23"}],"climate_tags":["food security","climate change","trade policy"],"geography_discussed":["South Africa","Botswana","Mauritius","Zambia","Madagascar","Mozambique","Malawi","Namibia","Zimbabwe","Eswatini","Lesotho","Angola"],"frame_perspective":[],"analysis_type":["policy analysis","economic assessment"]},{"id":"saiia-001686","url":"https://climateinsightsdirectory.org/document/saiia-001686","title":"Anticipatory Governance in SADC: Reducing Disaster Risk After COVID-19","publisher":{"name":"South African Institute of International Affairs","organization":"south-african-institute-of-international-affairs"},"document_type":"research paper","language":"en","date_published":"2021-04","source_url":"https://saiia.org.za/wp-content/uploads/2021/05/Occasional-Paper-321-van-Niekerk.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues for a shift toward anticipatory governance in SADC to manage 'wicked' problems like climate change and pandemics. It identifies systemic failures in the region's response to COVID-19 and cyclones, advocating for a holistic, cross-sectoral approach to disaster risk reduction (DRR) based on foresight, networked systems, and feedback loops.","ai_generated":true,"unit":"saiia-001686#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Anticipatory governance is defined as a system's ability to use data for future scenarios and harness collective intelligence to manage strategic risks. It consists of four basic components: a foresight system, a networked system for policy integration, a feedback system for performance management, and an open-minded institutional culture.","ai_generated":true,"unit":"saiia-001686#insight-1","date_modified":"2026-10-23"},{"text":"The author introduces 'Auftragstaktik' as a fifth dimension of anticipatory governance. This German military decision-making process emphasizes leadership and trust, allowing lower-level managers to interpret strategic intent and act without fear of repercussion, which contrasts with the consensus-based culture common in Southern African countries.","ai_generated":true,"unit":"saiia-001686#insight-2","date_modified":"2026-10-23"},{"text":"SADC's overall disaster risk increased between 2015 and 2018, driven by natural disasters such as protracted droughts, frequent cyclones, and El Niño. The Democratic Republic of Congo saw the most significant increase in risk, while Malawi saw the greatest reduction during this period.","ai_generated":true,"unit":"saiia-001686#insight-3","date_modified":"2026-10-23"},{"text":"The region's response to COVID-19 revealed severe institutional gaps, including an inability to anticipate the hazard, inadequate decision-making, and a lack of cross-sectoral awareness within the SADC Secretariat due to the 'siloed nature of committees'.","ai_generated":true,"unit":"saiia-001686#insight-4","date_modified":"2026-10-23"},{"text":"Lessons from Cyclones Idai and Kenneth in 2019 highlighted the value of cross-border meteorological cooperation for accurate forecasting and the importance of establishing trust between government bodies, civil society, and humanitarian stakeholders prior to a disaster.","ai_generated":true,"unit":"saiia-001686#insight-5","date_modified":"2026-10-23"},{"text":"The author identifies three types of future risk trends for SADC: 'black elephants' (high-probability, high-impact events like extreme weather or food insecurity), 'black swans' (low-probability outliers like tectonic activity in the Somalia plate), and 'black jellyfish' (events perceived as normal that escalate rapidly, such as xenophobia or COVID-19).","ai_generated":true,"unit":"saiia-001686#insight-6","date_modified":"2026-10-23"},{"text":"To achieve anticipatory governance, SADC needs to develop a multi-sectoral early-warning system capable of tracking multiple hazards and must legislate cross-border data and information sharing.","ai_generated":true,"unit":"saiia-001686#insight-7","date_modified":"2026-10-23"},{"text":"The document recommends the urgent establishment of a resilience fund, as outlined in the SADC Regional Resilience Framework 2020–2030, to foster system-wide links rather than serving as a mere contingency measure.","ai_generated":true,"unit":"saiia-001686#insight-8","date_modified":"2026-10-23"}],"climate_tags":["disaster risk reduction","climate change","climate resilience","early warning system","tropical cyclone","drought","food security","climate change adaptation"],"geography_discussed":["South Africa","Zimbabwe","Mauritius","Mozambique","Malawi","Democratic Republic of the Congo","Namibia"],"frame_perspective":[],"analysis_type":["policy assessment","case study","risk analysis"]},{"id":"sei-002816","url":"https://climateinsightsdirectory.org/document/sei-002816","title":"Trends in fossil fuel extraction","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2021-04","source_url":"https://www.sei.org/wp-content/uploads/2021/04/trends-in-fossil-fuel-extraction.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that baseline projections for oil, gas, and coal production are significantly higher than the levels required to limit global warming to 1.5°C or 2°C. It highlights that the largest production increases are projected in the United States, Brazil, Iran, Canada, and Saudi Arabia. The analysis argues that a managed wind-down of production is necessary to avoid inequitable outcomes, as the projected production from high-income and low-dependence countries alone would exceed the 1.5°C-consistent global budget.","ai_generated":true,"unit":"sei-002816#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Projected baseline trajectories for global fossil fuel production are significantly higher than pathways required to limit warming to 1.5°C or 2°C. Specifically, between now and 2030, 1.5°C-consistent pathways require annual average decline rates of approximately 11% for coal, 4% for oil, and 3% for gas. In contrast, baseline oil and gas production are projected to increase by about 2% per year, and coal is projected to decline by only 1% per year.","ai_generated":true,"unit":"sei-002816#insight-1","date_modified":"2026-10-23"},{"text":"The United States is projected to have the largest absolute increase in both oil and gas production by 2030. Other countries expected to see significant oil production increases include Brazil and Iran, while Canada and Saudi Arabia are projected to see the largest gas production increases after the US.","ai_generated":true,"unit":"sei-002816#insight-2","date_modified":"2026-10-23"},{"text":"India is the only country where annual coal production is projected to increase, with an expected rise of 27% (+110 million tonnes of coal equivalent per year) by 2030 compared to 2019.","ai_generated":true,"unit":"sei-002816#insight-3","date_modified":"2026-10-23"},{"text":"Onshore unconventional development is the primary driver of projected global production increases, accounting for 71% of the increase in annual oil production and 67% for gas.","ai_generated":true,"unit":"sei-002816#insight-4","date_modified":"2026-10-23"},{"text":"A global wind-down of production could be highly inequitable if not managed internationally. Analysis shows that the projected baseline production from high-income countries alone, or from countries with low fossil fuel revenue dependence, would exceed the global pathways consistent with limiting warming to 1.5°C.","ai_generated":true,"unit":"sei-002816#insight-5","date_modified":"2026-10-23"}],"climate_tags":["petroleum industry","Paris Agreement","climate finance","climate justice","carbon budget","Nationally Determined Contributions"],"geography_discussed":["United States","Brazil","Iran","Canada","Saudi Arabia","India","Guyana","Mozambique","Iraq","Israel"],"frame_perspective":[],"analysis_type":["scenario analysis","trend analysis","equity assessment"]},{"id":"cer-001556","url":"https://climateinsightsdirectory.org/document/cer-001556","title":"South African Gas Master Plan Consultation Document","publisher":{"name":"Centre for Environmental Rights","organization":"centre-for-environmental-rights"},"document_type":"report","language":"en","date_published":"2021-03-30","source_url":"https://cer.org.za/wp-content/uploads/2022/02/Gas-Master-Plan-Consultation-Document-Rev-I.pdf?x21779","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report assesses South Africa's natural gas value chain, identifying a current energy mix contribution of 2.6% with a target of 15.7% by 2030. It evaluates domestic reserves in basins such as the Orange and Outeniqua, regional supply options from SADC countries—particularly Mozambique—and global LNG markets. The document prioritizes gas-to-power projects as anchor demand to stimulate infrastructure growth, while also exploring industrial and transport applications like CNG for taxis and buses. It concludes with a PESTEL and SWOT analysis to inform a national roadmap for gas sector reforms.","ai_generated":true,"unit":"cer-001556#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"South Africa aims to significantly increase the role of natural gas in its energy mix, moving from a current contribution of 2.6% to 15.7% by 2030 under the Integrated Resource Plan 2019.","ai_generated":true,"unit":"cer-001556#insight-1","date_modified":"2026-10-23"},{"text":"The domestic gas market is highly concentrated, with nearly 90% of existing demand supplied by a single entity, Sasol Gas, creating economic and employment risks due to limited supply options.","ai_generated":true,"unit":"cer-001556#insight-2","date_modified":"2026-10-23"},{"text":"The power sector is identified as the priority for gas utilization to create 'anchor' demand, specifically through converting diesel-powered Open Cycle Gas Turbine (OCGT) plants and mothballed coal plants to natural gas.","ai_generated":true,"unit":"cer-001556#insight-3","date_modified":"2026-10-23"},{"text":"Mozambique is the most viable regional supply partner due to its proximity, existing ROMPCO pipeline infrastructure, and large discoveries in the Rovuma basin, though Sasol's negotiations for a Production Sharing Agreement (PSA) are currently at a deadlock.","ai_generated":true,"unit":"cer-001556#insight-4","date_modified":"2026-10-23"},{"text":"South Africa possesses several domestic gas opportunities, including the Brulpadda project in the Outeniqua Basin with estimated reserves of 6 tcf of gas and condensate, and unconventional resources like shale gas in the Main Karoo Basin speculated at 30 tcf.","ai_generated":true,"unit":"cer-001556#insight-5","date_modified":"2026-10-23"},{"text":"In the transport sector, converting public transport fleets to Compressed Natural Gas (CNG) is viewed as a low-risk incremental opportunity, with pilot studies showing fuel cost savings between 24% and 44% for taxis.","ai_generated":true,"unit":"cer-001556#insight-6","date_modified":"2026-10-23"},{"text":"The industrial sector has a significant unmet demand, consuming 0.04 tcf annually despite an actual demand of 0.11 tcf.","ai_generated":true,"unit":"cer-001556#insight-7","date_modified":"2026-10-23"},{"text":"Importing Liquefied Natural Gas (LNG) is the only immediate option to meet short-term demand, with potential import hubs identified at the ports of Richards Bay, Coega, and Saldanha Bay.","ai_generated":true,"unit":"cer-001556#insight-8","date_modified":"2026-10-23"},{"text":"The regulatory environment is characterized by overlapping mandates between the Petroleum Agency of South Africa (PASA) and the National Energy Regulator of South Africa (NERSA), and high compliance costs for environmental authorizations.","ai_generated":true,"unit":"cer-001556#insight-9","date_modified":"2026-10-23"}],"climate_tags":["natural gas","energy transition","gas-fired power station","liquefied natural gas","decarbonization","fossil fuel","shale gas","biogas","energy security","carbon tax"],"geography_discussed":["Mozambique","Angola","Botswana","Namibia","Tanzania","Zimbabwe","World"],"frame_perspective":[],"analysis_type":["baseline assessment","strategic roadmap","market analysis","regulatory review","PESTEL analysis","SWOT analysis"]},{"id":"reclfin-000569","url":"https://climateinsightsdirectory.org/document/reclfin-000569","title":"BANKING ON CLIMATE CHAOS 2021","publisher":{"name":"Reclaim Finance","organization":"reclaim-finance"},"document_type":"report","language":"en","date_published":"2021-03-24","source_url":"https://reclaimfinance.org/site/wp-content/uploads/2021/03/BOCC__2021_vF.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that the 60 largest global banks provided $3.8 trillion in fossil fuel financing from 2016 to 2020. Despite a 9% drop in 2020 due to the COVID-19 pandemic, financing levels remained higher than in 2016. JPMorgan Chase is identified as the world's worst fossil fuel banker, with $317 billion provided over the five-year period. The analysis highlights a significant gap between banks' 'net zero by 2050' pledges and their continued funding of fossil fuel expansion, particularly in sectors like LNG, offshore oil and gas, and coal. The report also details the human rights and environmental impacts of specific projects, such as the East African Crude Oil Pipeline and the Line 3 pipeline, and argues that current bank policies are insufficient to align with the 1.5C goal of the Paris Agreement.","ai_generated":true,"unit":"reclfin-000569#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The 60 largest commercial and investment banks provided a total of $3.8 trillion in fossil fuel financing between 2016 and 2020.","ai_generated":true,"unit":"reclfin-000569#insight-1","date_modified":"2026-10-23"},{"text":"Fossil fuel financing decreased by approximately 9% in 2020, a trend attributed to the global decline in demand and production caused by the COVID-19 pandemic.","ai_generated":true,"unit":"reclfin-000569#insight-2","date_modified":"2026-10-23"},{"text":"Despite the 2020 decline, overall fossil fuel financing in 2020 remained higher than the levels recorded in 2016, the year after the Paris Agreement was adopted.","ai_generated":true,"unit":"reclfin-000569#insight-3","date_modified":"2026-10-23"},{"text":"JPMorgan Chase is the largest global funder of fossil fuels from 2016 to 2020, providing nearly $317 billion, which is 33% more than the second-worst bank, Citi.","ai_generated":true,"unit":"reclfin-000569#insight-4","date_modified":"2026-10-23"},{"text":"Chinese banks dominate coal mining and coal power financing; the 11 worst coal mining banks and the 10 worst coal power banks are all Chinese.","ai_generated":true,"unit":"reclfin-000569#insight-5","date_modified":"2026-10-23"},{"text":"BNP Paribas is the worst funder of offshore oil and gas over the last five years, despite having restrictions on unconventional oil and gas financing.","ai_generated":true,"unit":"reclfin-000569#insight-6","date_modified":"2026-10-23"},{"text":"Wells Fargo is the top funder of the fracking sector for four consecutive years.","ai_generated":true,"unit":"reclfin-000569#insight-7","date_modified":"2026-10-23"},{"text":"Approximately 39% of the total fossil fuel financing analyzed went to 100 key companies with the worst fossil fuel expansion plans.","ai_generated":true,"unit":"reclfin-000569#insight-8","date_modified":"2026-10-23"},{"text":"Bank policies are heavily skewed toward coal restrictions, but 69% of the analyzed fossil fuel financing was directed toward oil and gas companies.","ai_generated":true,"unit":"reclfin-000569#insight-9","date_modified":"2026-10-23"},{"text":"Only 5% of fossil fuel financing is project-related, meaning most funding is for 'general corporate purposes' and thus bypasses project-specific restrictions.","ai_generated":true,"unit":"reclfin-000569#insight-10","date_modified":"2026-10-23"},{"text":"In 2020, 65% of bank financing for fossil fuels was conducted through the underwriting of equity and bond issuances rather than direct lending.","ai_generated":true,"unit":"reclfin-000569#insight-11","date_modified":"2026-10-23"},{"text":"17 of the 60 banks analyzed have pledged 'net zero by 2050' for financed emissions, but the report argues these are often vague or rely on unfeasible carbon offsets.","ai_generated":true,"unit":"reclfin-000569#insight-12","date_modified":"2026-10-23"},{"text":"UniCredit is identified as having the strongest overall fossil fuel policy, though it only earned about half of the available points.","ai_generated":true,"unit":"reclfin-000569#insight-13","date_modified":"2026-10-23"},{"text":"The East African Crude Oil Pipeline (EACOP), supported by SMBC Group, ICBC, and Stanbic Bank Uganda, is projected to produce over 33 million tons of CO2 emissions annually.","ai_generated":true,"unit":"reclfin-000569#insight-14","date_modified":"2026-10-23"}],"climate_tags":["fossil fuel finance","coal power","liquefied natural gas","oil sands","Paris Agreement","carbon offset","carbon capture and storage","human rights","indigenous rights"],"geography_discussed":["United States","People's Republic of China","European Union","United Kingdom","Japan","Uganda","Tanzania","Nigeria","Argentina","Mexico","Mozambique","Australia","India","Indonesia","Bangladesh","Turkey"],"frame_perspective":[],"analysis_type":["financial analysis","policy assessment","case studies"]},{"id":"ccnow-000065","url":"https://climateinsightsdirectory.org/document/ccnow-000065","title":"How to Cover COP26","publisher":{"name":"Covering Climate Now","organization":"covering-climate-now"},"document_type":"guide","language":"en","date_published":"2021-03-20","source_url":"https://coveringclimatenow.org/resource/how-to-cover-cop26/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document advises journalists to treat COP26 with urgency, framing coverage around the 1.5 C temperature goal, climate justice, and the political barriers to solutions. It emphasizes the need for advance coverage and the localization of global climate impacts to make the summit relevant to diverse audiences.","ai_generated":true,"unit":"ccnow-000065#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The 1.5 C temperature limit is identified as the most critical metric for COP26, as the IPCC's Sixth Assessment report indicates that limiting warming to this level requires \"unprecedented, transformational change.\"","ai_generated":true,"unit":"ccnow-000065#insight-1","date_modified":"2026-10-23"},{"text":"Current Nationally Determined Contributions (NDCs) are insufficient; instead of the required 45 percent emissions drop by 2030, they suggest a 16 percent increase, leading toward a 2.7 C temperature rise.","ai_generated":true,"unit":"ccnow-000065#insight-2","date_modified":"2026-10-23"},{"text":"Climate justice is a central tension at UN summits, with poor countries suffering the worst impacts despite emitting a tiny fraction of greenhouse gases, while rich countries have historically higher per capita emissions.","ai_generated":true,"unit":"ccnow-000065#insight-3","date_modified":"2026-10-23"},{"text":"A significant point of contention at COP26 is the failure of developed nations to meet their 2015 pledge to provide $100 billion in annual climate aid by 2020, with 2018 data showing only $19.5 to $22 billion was provided.","ai_generated":true,"unit":"ccnow-000065#insight-4","date_modified":"2026-10-23"},{"text":"Political barriers to climate action include the influence of \"carbon states\" (such as the US, China, Australia, Russia, Canada, and Saudi Arabia) and the power of fossil fuel companies like Exxon and Aramco.","ai_generated":true,"unit":"ccnow-000065#insight-5","date_modified":"2026-10-23"},{"text":"For the United States, COP26 serves as a deadline for President Joe Biden's budget reconciliation package, which contains tax credits for electric vehicles and incentives to replace coal and gas with wind and solar.","ai_generated":true,"unit":"ccnow-000065#insight-6","date_modified":"2026-10-23"}],"climate_tags":["2021 United Nations Climate Change Conference","Paris Agreement","Nationally Determined Contributions","1.5 degree Celsius climate target","climate justice","climate finance","loss and damage","greenhouse gas emissions","fossil fuel","renewable energy","electric vehicle","just transition"],"geography_discussed":["United States","People's Republic of China","Australia","Russia","Canada","Saudi Arabia","Bangladesh","Mozambique","Burundi"],"frame_perspective":[],"analysis_type":["guidance","briefing"]},{"id":"saiia-000546","url":"https://climateinsightsdirectory.org/document/saiia-000546","title":"SADC and the Abuja Declaration: Honouring the Pledge","publisher":{"name":"South African Institute of International Affairs","organization":"south-african-institute-of-international-affairs"},"document_type":"research paper","language":"en","date_published":"2021-03-11","source_url":"https://saiia.org.za/research/sadc-and-the-abuja-declaration-honouring-the-pledge/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"SADC member states generally struggle to meet the 2001 Abuja Declaration pledge to allocate 15% of national budgets to healthcare, with an average annual allocation of 5.3%. The COVID-19 pandemic has highlighted critical gaps in healthcare infrastructure, drug supplies, and professional staffing, while simultaneously straining regional economies. To bridge funding gaps amidst declining GDP and high external debt, the paper recommends establishing a SADC regional healthcare fund backed by the African Union, forming public-private partnerships, improving domestic tax compliance, and involving civil society organisations to ensure transparency in health financing.","ai_generated":true,"unit":"saiia-000546#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"SADC member states have consistently struggled to meet the Abuja Declaration's target of allocating 15% of their annual budgets to health; as of the end of 2018, all member states were failing to reach this target, with the regional average annual allocation standing at 5.3%.","ai_generated":true,"unit":"saiia-000546#insight-1","date_modified":"2026-10-23"},{"text":"A primary cause for the failure to meet the 15% target is a heavy reliance on external aid to cover health expenditures, which is further complicated in countries like Zambia by austerity measures used to manage national debt.","ai_generated":true,"unit":"saiia-000546#insight-2","date_modified":"2026-10-23"},{"text":"The COVID-19 pandemic exposed systemic weaknesses in SADC healthcare, including high mortality and morbidity rates, insufficient medicine supplies, underinvested infrastructure, and a lack of indigenous medical professionals.","ai_generated":true,"unit":"saiia-000546#insight-3","date_modified":"2026-10-23"},{"text":"Economic conditions in the SADC region are deteriorating, with an external debt burden exceeding 99% of GDP and a projected economic recession in sub-Saharan Africa in 2020 due to COVID-19, which limits the ability of governments to increase health spending.","ai_generated":true,"unit":"saiia-000546#insight-4","date_modified":"2026-10-23"},{"text":"To address funding shortfalls, the paper proposes the creation of a SADC regional healthcare fund, supported by the African Union, to allow member states to borrow and maintain the 15% allocation despite economic fluctuations.","ai_generated":true,"unit":"saiia-000546#insight-5","date_modified":"2026-10-23"},{"text":"The paper recommends leveraging public-private partnerships (PPPs) to access private sector expertise and resources, and strengthening domestic revenue generation, such as tax compliance, to increase public health funding.","ai_generated":true,"unit":"saiia-000546#insight-6","date_modified":"2026-10-23"},{"text":"Involving civil society organisations (CSOs) like Amref Health Africa and EQUINET-Africa is recommended to improve operational transparency and trust in health-financing policy and implementation.","ai_generated":true,"unit":"saiia-000546#insight-7","date_modified":"2026-10-23"}],"climate_tags":["public–private partnership","public health infrastructure"],"geography_discussed":["Angola","Botswana","Comoros","Democratic Republic of the Congo","Eswatini","Lesotho","Madagascar","Malawi","Mauritius","Mozambique","Namibia","Seychelles","Tanzania","South Africa","Zambia","Zimbabwe","Africa","sub-Saharan Africa"],"frame_perspective":[],"analysis_type":["policy assessment","economic analysis"]},{"id":"seforall-000293","url":"https://climateinsightsdirectory.org/document/seforall-000293","title":"COOLING FOR ALL AND GENDER","publisher":{"name":"Sustainable Energy for All","organization":"sustainable-energy-for-all"},"document_type":"policy brief","language":"en","date_published":"2021-03-01","source_url":"https://www.seforall.org/system/files/2021-03/Gender-Cooling-SEforALL.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document analyzes how gender norms, poverty, and social structures exacerbate the vulnerabilities of women and girls to heat stress and limit their access to cooling services. It highlights specific risks in healthcare, domestic labor, and agriculture, while calling for sex-disaggregated data and gender-transformative policies to achieve universal sustainable cooling.","ai_generated":true,"unit":"seforall-000293#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Over 1 billion people in 54 high-impact countries lack access to cooling services that support health and livelihoods, while another 2.2 billion people in lower-middle income settings are at risk of using inefficient cooling devices.","ai_generated":true,"unit":"seforall-000293#insight-1","date_modified":"2026-10-23"},{"text":"Women face distinct physiological and lived vulnerabilities to heat; pregnant women have a lower tolerance for heat stress, which increases the risk of heat exhaustion and potential harm to the fetus.","ai_generated":true,"unit":"seforall-000293#insight-2","date_modified":"2026-10-23"},{"text":"Gender-based social structures and cultural norms increase women's risk during extreme heat events, such as the 2010 Ahmedabad heatwave, where women in poor settings suffered disproportionately due to outdoor cooking and lack of home facilities.","ai_generated":true,"unit":"seforall-000293#insight-3","date_modified":"2026-10-23"},{"text":"Lack of reliable electricity in rural health facilities in Ghana (27% access) and Uganda (29% access) creates risks for childbearing women and hinders the delivery of temperature-sensitive vaccines, such as the HPV vaccine which requires storage between 2-8°C.","ai_generated":true,"unit":"seforall-000293#insight-4","date_modified":"2026-10-23"},{"text":"Women are disproportionately affected by energy poverty and heat stress in the home, as they perform a majority of indoor chores; UNICEF estimates girls spend 160 million more hours daily on household chores than boys.","ai_generated":true,"unit":"seforall-000293#insight-5","date_modified":"2026-10-23"},{"text":"In the agricultural sector, women face significant barriers to cooling technology due to lack of formal land ownership and limited access to finance, particularly in regions like Sub-Saharan Africa and Southeast Asia.","ai_generated":true,"unit":"seforall-000293#insight-6","date_modified":"2026-10-23"},{"text":"Women in the informal economy, including domestic workers in Brazil and India, often work in unregulated environments without mandated ventilation or cooling, exposing them to extreme heat and health hazards.","ai_generated":true,"unit":"seforall-000293#insight-7","date_modified":"2026-10-23"},{"text":"The garment industry, which employs 80% women and is concentrated in the Asia-Pacific region, often features poorly ventilated factories that cause female workers to suffer from headaches, respiratory problems, and fainting.","ai_generated":true,"unit":"seforall-000293#insight-8","date_modified":"2026-10-23"},{"text":"There are opportunities for women to lead in the cooling workforce, with China showing high female registration in national refrigeration associations (just under 20%) and Indonesia seeing increased female roles in the RAC industry.","ai_generated":true,"unit":"seforall-000293#insight-9","date_modified":"2026-10-23"},{"text":"Current national cooling policies, such as India's National Cooling Action Plan, often fail to directly address gender in terms of data, supporting programmes, or expected outcomes.","ai_generated":true,"unit":"seforall-000293#insight-10","date_modified":"2026-10-23"}],"climate_tags":["gender equality","heat stress","energy poverty","urban heat island","climate change adaptation"],"geography_discussed":["India","Ghana","Uganda","Benin","Rwanda","Mozambique","Nigeria","Pakistan","Sudan","Brazil","Bangladesh","Qatar","People's Republic of China","Indonesia","Trinidad and Tobago","Ahmedabad"],"frame_perspective":[],"analysis_type":["policy analysis","gender analysis","socio-economic assessment"]},{"id":"iisd-003643","url":"https://climateinsightsdirectory.org/document/iisd-003643","title":"Comment la politique commerciale pourrait-elle mieux faire face aux chocs du système alimentaire ?","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"fr","date_published":"2021-03","source_url":"https://www.iisd.org/system/files/2021-05/trade-policy-address-food-system-shocks-fr.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes the role of trade policy in managing food system shocks, using the COVID-19 pandemic, the 2015-2016 Southern Africa drought, and the US-China trade war as case studies. It argues that current WTO rules have gaps regarding export restrictions, high tariffs, and harmful agricultural subsidies. To enhance resilience, the authors propose four policy goals: ensuring food access for the poor, protecting farmer livelihoods, improving market functioning through equitable resource distribution, and restoring trust in multilateral institutions. Key recommendations include exempting humanitarian food purchases from export bans, reducing 'tariff peaks' in major importing countries, and establishing a special safeguard mechanism for low-income producers.","ai_generated":true,"unit":"iisd-003643#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The COVID-19 pandemic caused both supply and demand shocks and disrupted supply chains, though it did not lead to widespread global food shortages due to abundant harvests and stocks.","ai_generated":true,"unit":"iisd-003643#insight-1","date_modified":"2026-10-23"},{"text":"During the COVID-19 crisis, over 20 countries imposed or announced food export restrictions, though fewer than the 33 countries that did so during the 2008 price spikes.","ai_generated":true,"unit":"iisd-003643#insight-2","date_modified":"2026-10-23"},{"text":"The 2015-2016 El Niño-induced drought in Southern Africa was the worst in 35 years, reducing regional cereal production by approximately 30% and causing maize prices to rise by up to 177% in Mozambique.","ai_generated":true,"unit":"iisd-003643#insight-3","date_modified":"2026-10-23"},{"text":"The US-China trade war primarily created demand shocks, with US agricultural exports to China dropping by an average of 71% in 2018 and 2019 compared to 2016-2017 levels.","ai_generated":true,"unit":"iisd-003643#insight-4","date_modified":"2026-10-23"},{"text":"Climate change is expected to decrease food supply stability as extreme weather events increase in frequency and intensity, particularly in low-latitude regions.","ai_generated":true,"unit":"iisd-003643#insight-5","date_modified":"2026-10-23"},{"text":"The report recommends that WTO members exclude food purchased for non-commercial humanitarian purposes by the World Food Programme from export prohibitions.","ai_generated":true,"unit":"iisd-003643#insight-6","date_modified":"2026-10-23"},{"text":"The authors propose establishing a special safeguard mechanism (SSM) to allow low-income countries to impose temporary safeguard duties during sudden price drops.","ai_generated":true,"unit":"iisd-003643#insight-7","date_modified":"2026-10-23"},{"text":"The report argues for harmonizing domestic support levels by agreeing on new WTO ceilings and progressive reductions for trade-distorting support.","ai_generated":true,"unit":"iisd-003643#insight-8","date_modified":"2026-10-23"},{"text":"To restore trust in multilateralism, the report calls on the US administration to unblock the appointment of Appellate Body members to revitalize the dispute settlement process.","ai_generated":true,"unit":"iisd-003643#insight-9","date_modified":"2026-10-23"}],"climate_tags":["food security","climate change","extreme weather event","agricultural subsidy","multilateralism","climate resilience"],"geography_discussed":["Southern Africa","United States","People's Republic of China","South Africa","Mozambique","Malawi","Botswana","European Union","Canada","Brazil"],"frame_perspective":[],"analysis_type":["policy analysis","case study","retrospective analysis","prospective analysis"]},{"id":"saiia-001683","url":"https://climateinsightsdirectory.org/document/saiia-001683","title":"SADC e-Mobility Outlook: A Zimbabwean Case Study","publisher":{"name":"South African Institute of International Affairs","organization":"south-african-institute-of-international-affairs"},"document_type":"case study","language":"en","date_published":"2021-03","source_url":"https://saiia.org.za/wp-content/uploads/2021/04/Occasional-Paper-318-kuhudzai.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that Zimbabwe can overcome high transport costs and fuel shortages by transitioning to electric vehicles (EVs) and micromobility. It highlights the potential for a 'campus model' of electrification in the mining sector, the use of used EV imports to lower entry barriers, and the opportunity to leverage Zimbabwe's rich deposits of battery minerals like lithium and nickel to move from mineral export to local battery manufacturing.","ai_generated":true,"unit":"saiia-001683#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Zimbabwe's transport sector is hindered by high operating costs and fuel shortages, which reduce the competitiveness of local products and limit accessibility for vulnerable groups in rural areas, where 68% of the population resides.","ai_generated":true,"unit":"saiia-001683#insight-1","date_modified":"2026-10-23"},{"text":"The author proposes adopting a model similar to China's Low Speed Electric Vehicle (LSEV) programme to formalise the 'pirate taxi' industry, noting that small battery electric vehicles (BEVs) could cost as little as $0.70 per full charge compared to nearly $10 for internal combustion engine (ICE) vehicles.","ai_generated":true,"unit":"saiia-001683#insight-2","date_modified":"2026-10-23"},{"text":"The mining sector is identified as a primary candidate for early electrification via a 'campus model' because mines often have dedicated power lines and are the largest electricity consumers in the country, accounting for 40% of demand.","ai_generated":true,"unit":"saiia-001683#insight-3","date_modified":"2026-10-23"},{"text":"Zimbabwe's motor vehicle industry has declined significantly, with new vehicle sales dropping from a peak of 20,000 in 1997 to below 3,000 per year, leading to a dominance of used ICE imports from Japan and the UK.","ai_generated":true,"unit":"saiia-001683#insight-4","date_modified":"2026-10-23"},{"text":"The document argues that used EVs should be exempted from surtaxes to encourage adoption, as they provide a more affordable entry point for consumers than new EVs.","ai_generated":true,"unit":"saiia-001683#insight-5","date_modified":"2026-10-23"},{"text":"Zimbabwe possesses significant reserves of critical battery materials, including lithium, nickel, graphite, and phosphate, providing an opportunity to transition from exporting raw ore to local battery cell production.","ai_generated":true,"unit":"saiia-001683#insight-6","date_modified":"2026-10-23"},{"text":"The national electricity grid has a capacity of about 2,300 MW but faces a deficit of nearly 1,000 MW during peak periods, necessitating imports from Mozambique (HCB) and South Africa (Eskom).","ai_generated":true,"unit":"saiia-001683#insight-7","date_modified":"2026-10-23"},{"text":"Current government policies, such as the Zimbabwe Motor Industry Development Policy (2017-2030), lack a specific roadmap or definitive targets for EV adoption, with some expectations for adaptation only by 2050.","ai_generated":true,"unit":"saiia-001683#insight-8","date_modified":"2026-10-23"},{"text":"The use of 'second life' batteries—repurposed from EVs for stationary storage—is presented as a way to promote a circular economy and lower the cost of battery generators in off-grid rural areas.","ai_generated":true,"unit":"saiia-001683#insight-9","date_modified":"2026-10-23"}],"climate_tags":["electric vehicle","battery electric vehicle","renewable energy","photovoltaics","circular economy","critical minerals","nickel mining","green economy","transport policy","energy transition","carbon dioxide emissions"],"geography_discussed":["South Africa","Namibia","Botswana","Kenya","Mozambique","People's Republic of China","Norway","Harare"],"frame_perspective":[],"analysis_type":["case study","policy analysis"]},{"id":"saiia-001684","url":"https://climateinsightsdirectory.org/document/saiia-001684","title":"SADC e-Mobility Outlook: Accelerating Low Carbon Transport Futures","publisher":{"name":"South African Institute of International Affairs","organization":"south-african-institute-of-international-affairs"},"document_type":"research paper","language":"en","date_published":"2021-03","source_url":"https://saiia.org.za/wp-content/uploads/2020/11/Occasional-Paper-319-ahjum.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document assesses the transition to low-carbon transport in the SADC region, focusing on the synergy between e-mobility and the power sector. Using the South Africa TIMES (SATIM) model, it compares four scenarios: Fossil-Car, Fossil-Efficiency, Electric-Car, and Eco-Mobility. The analysis finds that while modal shifts (road-to-rail and transit-oriented development) significantly reduce energy demand, the adoption of electric vehicles (EVs) is the primary lever for rapid GHG emission reductions. The paper highlights that a transition to EVs would eliminate the need for new crude-oil refinery capacity in South Africa but would increase electricity demand by approximately 20% by 2050. It also explores the role of hydrogen fuel-cell vehicles (FCEVs) for heavy corridor freight and the potential for a regional value chain leveraging the mineral resources of the DRC and Zambia.","ai_generated":true,"unit":"saiia-001684#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In 2014, the transport sector was responsible for 17% of the estimated 567 Mt of CO2 attributed to fuel combustion by SADC member states, with road transport being the primary contributor.","ai_generated":true,"unit":"saiia-001684#insight-1","date_modified":"2026-10-23"},{"text":"The 'Eco-Mobility' scenario, combining EV adoption and modal shifts (including a 70% rail share for corridor freight and 10% reduction in motorised travel via Transit Oriented Development), results in the lowest energy demand of 508 PJ and emissions of 9 MtCO2eq by 2050.","ai_generated":true,"unit":"saiia-001684#insight-2","date_modified":"2026-10-23"},{"text":"Transitioning to an electrified vehicle fleet in South Africa would increase electricity demand by approximately 20% (95 TWh) by 2050, requiring an additional 41 GW to 45 GW of power capacity depending on the scenario.","ai_generated":true,"unit":"saiia-001684#insight-3","date_modified":"2026-10-23"},{"text":"Adopting EV scenarios would remove the need for new domestic crude-oil refinery capacity in South Africa, as liquid fuel demand for transport would progressively decline.","ai_generated":true,"unit":"saiia-001684#insight-4","date_modified":"2026-10-23"},{"text":"Hydrogen fuel-cell vehicles (FCEVs) are identified as a cost-optimal choice for heavy vehicles in corridor freight transport between 2030 and 2050.","ai_generated":true,"unit":"saiia-001684#insight-5","date_modified":"2026-10-23"},{"text":"The transition to e-mobility offers an opportunity to create a regional value chain in SADC, utilizing South Africa's manufacturing and platinum, and the DRC and Zambia's cobalt and copper resources.","ai_generated":true,"unit":"saiia-001684#insight-6","date_modified":"2026-10-23"},{"text":"Angola is identified as the SADC member state most at risk from the transition to electric vehicles due to its heavy economic dependence on petroleum product exports, which accounted for 90% of its export revenue in 2018.","ai_generated":true,"unit":"saiia-001684#insight-7","date_modified":"2026-10-23"}],"climate_tags":["electric vehicle","decarbonization","transport industry","greenhouse gas emissions","energy transition","electric power industry","oil refining","climate resilience","Mini-grids"],"geography_discussed":["Angola","Democratic Republic of the Congo","Mozambique","Zambia","Tanzania"],"frame_perspective":[],"analysis_type":["quantitative modelling","scenario analysis","policy assessment"]}]}