{"query_echo":{"q":"","filters":{"analysis_type":["scientific attribution"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'scientific attribution' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":2,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=scientific+attribution","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":"cer-001587","url":"https://climateinsightsdirectory.org/document/cer-001587","title":"Polluter for Climate Change Loss and Damage","publisher":{"name":"Centre for Environmental Rights","organization":"centre-for-environmental-rights"},"document_type":"report","language":"en","date_published":"2024-02-28","source_url":"https://cer.org.za/wp-content/uploads/2024/03/Polluter-Pays.pdf?x21779","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes the April 2022 floods in KwaZulu-Natal, South Africa, using attribution science to link the disaster to human-induced global warming. It argues that 'carbon majors'—the largest global GHG emitters—should be held accountable under the 'polluter pays' principle. The document explores the legal pathways in South African delictual law to seek compensation for both immediate losses and future climate resilience, while highlighting the disproportionate impact of such disasters on marginalized communities.","ai_generated":true,"unit":"cer-001587#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The flooding in KwaZulu-Natal on 11 and 12 April 2022 is described as \"the most catastrophic natural disaster yet recorded in KwaZulu-Natal (KZN) in collective terms of lives lost, homes and infrastructure damaged or destroyed and economic impact.\"","ai_generated":true,"unit":"cer-001587#insight-1","date_modified":"2026-10-23"},{"text":"The disaster resulted in 443 deaths, 48 people missing, over 26,000 damaged dwellings, 600 damaged schools, and 84 damaged health facilities. Total economic losses in the province are estimated at approximately R17 billion.","ai_generated":true,"unit":"cer-001587#insight-2","date_modified":"2026-10-23"},{"text":"World Weather Attribution (WWA) found that human-induced climate change approximately doubled the probability of the April 2022 rainfall event and increased its intensity by 4-8%.","ai_generated":true,"unit":"cer-001587#insight-3","date_modified":"2026-10-23"},{"text":"The report identifies 'carbon majors' as the primary polluters responsible for climate harm, noting that the top 20 entities were responsible for 35% of CO2 and methane emissions from fossil fuel and cement production between 1965 and 2018.","ai_generated":true,"unit":"cer-001587#insight-4","date_modified":"2026-10-23"},{"text":"Under South African law, the report suggests that the law of delict is the most viable route for loss and damage claims, requiring proof of wrongful conduct, fault (negligence or intention), a causal link, and sustained harm.","ai_generated":true,"unit":"cer-001587#insight-5","date_modified":"2026-10-23"},{"text":"The report argues that factual causation in climate cases can be established through a \"flexible\" approach requiring a \"probable reduction in risk\" or a \"material contribution\" test, rather than a strict \"but-for\" test.","ai_generated":true,"unit":"cer-001587#insight-6","date_modified":"2026-10-23"},{"text":"The report highlights that the 'polluter pays' principle is already integrated into South African law via section 2(4)(p) of the National Environmental Management Act 107 of 1999 (NEMA).","ai_generated":true,"unit":"cer-001587#insight-7","date_modified":"2026-10-23"},{"text":"The document proposes that windfall taxes on fossil fuel and financial sector companies could provide urgent resources for a Just Transition Fund, climate resilient infrastructure, and compensation for vulnerable communities.","ai_generated":true,"unit":"cer-001587#insight-8","date_modified":"2026-10-23"}],"climate_tags":["loss and damage","extreme event attribution","climate justice","greenhouse gas emissions","fossil fuel industry","climate resilience","just transition","extreme rainfall","flood","climate change adaptation"],"geography_discussed":["Durban","World"],"frame_perspective":[],"analysis_type":["legal analysis","impact assessment","scientific attribution"]},{"id":"ciel-001015","url":"https://climateinsightsdirectory.org/document/ciel-001015","title":"Joint Summary of the Amicus Curiae","publisher":{"name":"Center for International Environmental Law","organization":"center-for-international-environmental-law"},"document_type":"legal commentary","language":"en","date_published":"2018-03-19","source_url":"https://www.ciel.org/wp-content/uploads/2018/03/Joint-Summary-Amicus-submitted.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that the Commission on Human Rights of the Philippines has the jurisdiction to investigate 'Carbon Majors'—major fossil fuel and cement producers—for their role in climate change. It asserts that these companies contributed significantly to global warming despite knowing the risks, thereby violating fundamental human rights including the rights to life, health, food, and water. The amici argue that under the UN Guiding Principles on Business and Human Rights and the 'Polluter Pays' principle, these corporations are accountable for the resulting damages. The text also outlines state obligations under international law and the Public Trust Doctrine to protect citizens from environmental harm and to seek natural resource damages for atmospheric recovery.","ai_generated":true,"unit":"ciel-001015#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Commission on Human Rights of the Philippines has the legal mandate and jurisdiction to investigate the Carbon Majors, supported by the 'effects doctrine' and the 'protective principle', which establish a nexus between the Philippines and the human rights violations caused by extraterritorial corporate conduct.","ai_generated":true,"unit":"ciel-001015#insight-1","date_modified":"2026-10-23"},{"text":"Climate change poses an immediate and severe threat to fundamental human rights in the Philippines, specifically impairing the rights to life, health, clean water and sanitation, food, adequate housing, self-determination, development, and equality and non-discrimination.","ai_generated":true,"unit":"ciel-001015#insight-2","date_modified":"2026-10-23"},{"text":"Scientific evidence indicates that the 90 'Carbon Major' groups of companies were responsible for 63% of estimated global industrial CO2 and methane emissions between 1751 and 2010, with 51 of those companies contributing approximately one-fifth of all global greenhouse gas emissions since 1854.","ai_generated":true,"unit":"ciel-001015#insight-3","date_modified":"2026-10-23"},{"text":"Carbon Majors had internal knowledge of the risks of climate change as early as the 1950s and 1960s but failed to warn the public and instead promoted misleading information to obstruct policy responses.","ai_generated":true,"unit":"ciel-001015#insight-4","date_modified":"2026-10-23"},{"text":"Under the UN Guiding Principles on Business and Human Rights (UNGPs), corporations have a responsibility to respect human rights, which requires them to assess and address the climate-related impacts of their products and operations.","ai_generated":true,"unit":"ciel-001015#insight-5","date_modified":"2026-10-23"},{"text":"To protect human rights and prevent catastrophic ecological harm, the amici argue that atmospheric CO2 must be reduced to below 350 ppm by 2100, limiting the long-term average global temperature increase to less than 1°C above pre-industrial levels.","ai_generated":true,"unit":"ciel-001015#insight-6","date_modified":"2026-10-23"},{"text":"States have positive obligations under international human rights law to protect individuals from threats to life and health caused by third parties, including corporations, and must ensure access to effective remedies.","ai_generated":true,"unit":"ciel-001015#insight-7","date_modified":"2026-10-23"},{"text":"The Public Trust Doctrine requires the Philippine government to protect the atmosphere and climate system as a vital natural resource and to recover natural resource damages from third parties, such as Carbon Majors, to fund atmospheric recovery.","ai_generated":true,"unit":"ciel-001015#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change","human rights","greenhouse gas emissions","climate change litigation","Paris Agreement","United Nations Framework Convention on Climate Change","carbon sequestration","climate change adaptation","intergenerational equity"],"geography_discussed":["United States","Canada","Netherlands"],"frame_perspective":[],"analysis_type":["legal commentary","scientific attribution"]}]}