{"query_echo":{"q":"","filters":{"climate_tags":["Global supply chain governance"]},"warnings":[]},"total":{"value":156,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?climate_tags=Global+supply+chain+governance","next":"https://climateinsightsdirectory.org/api/v1/search?climate_tags=Global+supply+chain+governance&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":"mearth-000029","url":"https://climateinsightsdirectory.org/document/mearth-000029","title":"CEO Note: Breakthrough for Colombia’s forests","publisher":{"name":"Mighty Earth","organization":"mighty-earth"},"document_type":"statement","language":"en","date_published":"2026-06-18","source_url":"https://mightyearth.org/article/ceo-note-breakthrough-for-colombias-forests/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Colombia has become the first rainforest nation to mandate nationwide cattle traceability, requiring meat companies to trace cattle to their origin to prevent deforestation. The author argues that cattle ranching is a significantly larger driver of forest loss in Colombia than coca production and calls for other South American governments and global meat companies to adopt similar traceability measures, noting that the technology is affordable and available.","ai_generated":true,"unit":"mearth-000029#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Colombia is the first rainforest nation to implement a nationwide requirement for cattle traceability, forcing meat companies to determine if cattle are linked to land-grabbing or deforestation.","ai_generated":true,"unit":"mearth-000029#insight-1","date_modified":"2026-10-23"},{"text":"Cattle ranching is a far more significant driver of deforestation in Colombia than coca production, with a study in the journal Nature indicating cattle cause 60 times more deforestation.","ai_generated":true,"unit":"mearth-000029#insight-2","date_modified":"2026-10-23"},{"text":"The cost of tagging cattle for traceability is negligible, estimated at less than $2 per cow, which represents approximately 1/500th of the animal's sale value.","ai_generated":true,"unit":"mearth-000029#insight-3","date_modified":"2026-10-23"},{"text":"While some companies like Minerva Foods and JBS resist traceability, Marfrig Global Foods, the world's second largest cattle company, has already announced a policy requiring it.","ai_generated":true,"unit":"mearth-000029#insight-4","date_modified":"2026-10-23"}],"climate_tags":["deforestation","land grabbing","methane emissions","biodiversity loss","Global supply chain governance"],"geography_discussed":["Brazil","Bolivia","France","United States"],"frame_perspective":[],"analysis_type":["policy assessment","corporate advocacy"]},{"id":"chanmar-000002","url":"https://climateinsightsdirectory.org/document/chanmar-000002","title":"Input to the European Commission call for evidence: Vision 2040 for Fisheries and Aquaculture","publisher":{"name":"Changing Markets Foundation","organization":"changing-markets-foundation"},"document_type":"statement","language":"en","date_published":"2026-05-08","source_url":"https://changingmarkets.org/input-to-the-european-commission-call-for-evidence-vision-2040-for-fisheries-and-aquaculture/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Changing Markets Foundation argues that the EU's Vision 2040 for Fisheries and Aquaculture must address the structural unsustainability of carnivorous aquaculture. The organization highlights how the reliance on fishmeal and fish oil (FMFO) derived from wild fisheries increases pressure on marine ecosystems and undermines food security in regions such as West Africa, India, Vietnam, Peru, and Senegal. It advocates for a policy shift that prioritizes Low Trophic Aquaculture (LTA)—such as seaweed and bivalve farming—over carnivorous finfish production, while calling for the phasing out of marine ingredients in feed and improved transparency regarding total wild fish inputs in supply chains.","ai_generated":true,"unit":"chanmar-000002#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Carnivorous aquaculture creates a significant ecological and food security burden due to its reliance on fishmeal and fish oil (FMFO). Approximately 25% of global marine fisheries catch is processed into FMFO, with some instances requiring up to 5 kg of edible wild fish to produce 1 kg of farmed fish.","ai_generated":true,"unit":"chanmar-000002#insight-1","date_modified":"2026-10-23"},{"text":"The production of fishmeal for global aquaculture supply chains diverts small pelagic fish from local human consumption, negatively impacting food security in West Africa, India, Vietnam, and Peru. In Senegal, per capita fish consumption dropped from 32.2 kg in 2000 to 17.8 kg in 2019.","ai_generated":true,"unit":"chanmar-000002#insight-2","date_modified":"2026-10-23"},{"text":"The Antarctic krill fishery, which is ecologically sensitive and underpins the Antarctic food web, is largely exploited to provide feed for industrial aquaculture serving EU markets.","ai_generated":true,"unit":"chanmar-000002#insight-3","date_modified":"2026-10-23"},{"text":"Current industry metrics, such as Fish-In Fish-Out (FIFO) ratios, are insufficient because they focus on relative efficiency rather than absolute ecological impact. Despite efficiency gains, total aquaculture expansion means the absolute demand for wild fish remains high.","ai_generated":true,"unit":"chanmar-000002#insight-4","date_modified":"2026-10-23"},{"text":"The document recommends that the EU Vision 2040 prioritize Low Trophic Aquaculture (LTA), such as bivalve, mollusc, and seaweed farming, which provide ecosystem services and require minimal or no feed inputs, while phasing out marine ingredients in carnivorous fish feed.","ai_generated":true,"unit":"chanmar-000002#insight-5","date_modified":"2026-10-23"}],"climate_tags":["aquaculture","food security","biodiversity","Global supply chain governance","blue economy"],"geography_discussed":["West Africa","India","Vietnam","Peru","Antarctica","Senegal","Guinea-Bissau","United Kingdom","United States"],"frame_perspective":[],"analysis_type":["policy analysis","environmental assessment"]},{"id":"client-000485","url":"https://climateinsightsdirectory.org/document/client-000485","title":"Ecodesign for textiles without harmful chemicals","publisher":{"name":"ClientEarth","organization":"clientearth"},"document_type":"statement","language":"en","date_published":"2026-04","source_url":"https://www.clientearth.org/media/4lulbwwl/ecodesign-for-textiles-without-harmful-chemicals-ce-on-jrc-3rd-milestone.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"ClientEarth argues that the JRC's preparatory study for textile ecodesign criteria under the ESPR is insufficient. The organization advocates for full alignment with REACH for reporting Substances of Very High Concern (SVHCs), the inclusion of all substances with harmonised classification and labelling (CLH), and the removal of exemptions for process chemicals. It further contends that the JRC has failed to implement legal requirements to reduce 'significant risks' to health and the environment and has overlooked the need for performance restrictions based on circularity concerns, such as the use of phthalates.","ai_generated":true,"unit":"client-000485#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Information requirements for Substances of Concern (SoC) type (a) should include all Substances of Very High Concern (SVHCs) to ensure full alignment with the REACH Regulation and avoid complexities for duty holders.","ai_generated":true,"unit":"client-000485#insight-1","date_modified":"2026-10-23"},{"text":"Reporting requirements for SoC type (b) should apply to all entries of Annex VI CLP for the specified hazard classes, rather than a limited list of substances identified by the regulator, to prevent the use of unregulated substitutes.","ai_generated":true,"unit":"client-000485#insight-2","date_modified":"2026-10-23"},{"text":"Information requirements for SoC types (c) and (d) must be dynamic, triggering reports for all regulatory limitations that enter into force throughout a product's life cycle to support end-of-life actors like recyclers.","ai_generated":true,"unit":"client-000485#insight-3","date_modified":"2026-10-23"},{"text":"The JRC's proposed exemption for chemicals not intentionally added to the final product (process chemicals) is flawed because most production occurs outside the EU, where the Industrial Emissions Directive (IED) does not apply.","ai_generated":true,"unit":"client-000485#insight-4","date_modified":"2026-10-23"},{"text":"The proposed 8-year transition period for information requirements on substances classified under hazard classes recognized under CLP but not GHS is disproportionate, as these provisions will already be implemented by the time the ESPR delegated act is enforceable.","ai_generated":true,"unit":"client-000485#insight-5","date_modified":"2026-10-23"},{"text":"The JRC working document fails to provide concrete implementation advice for the legal requirement under Article 6(3) ESPR to reduce 'significant risks' to human health or the environment.","ai_generated":true,"unit":"client-000485#insight-6","date_modified":"2026-10-23"},{"text":"Performance requirements should be introduced to restrict chemicals based on circularity concerns, specifically citing phthalates as substances that contaminate recyclate and impede the recycling process.","ai_generated":true,"unit":"client-000485#insight-7","date_modified":"2026-10-23"}],"climate_tags":["chemical substance","circular economy","recycling","waste management","Global supply chain governance"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["policy analysis","regulatory feedback"]},{"id":"glowit-000227","url":"https://climateinsightsdirectory.org/document/glowit-000227","title":"Murky Manganese","publisher":{"name":"Global Witness","organization":"global-witness"},"document_type":"report","language":"en","date_published":"2026-04","source_url":"https://globalwitness.org/documents/1010/Murky_manganese_report_-_April_2026.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report details how the Nsuta manganese mine in Ghana, operated by the Ghana Manganese Company (GMC) and controlled by China's Ningxia Tianyuan Manganese Industry Group (TMI), is causing severe health and environmental damage. Findings include the use of toxic mine pit water for dust suppression, leading to skin, eye, and respiratory issues among residents, and the existence of an unstable tailings dump that threatens local homes. The report also highlights the risk to the Neung Forest Reserve, a critical biodiversity hotspot, as mining operations expand to meet the rising demand for manganese in EV batteries for companies like Tesla, Ford, and General Motors.","ai_generated":true,"unit":"glowit-000227#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Nsuta mine uses highly toxic water from the mine pit to suppress dust on roads, which has led to the dispersal of metals like arsenic into surface and groundwater. This contamination is linked to chronic health problems in local communities, including skin, eye, and breathing conditions, and may cause cancer, stillbirths, or DNA alterations in unborn children.","ai_generated":true,"unit":"glowit-000227#insight-1","date_modified":"2026-10-23"},{"text":"The mine's tailings dump is described by a geophysicist as an unstable structure that is steeper than industry standards and poses a danger to nearby residents. In the community of Nsuta Zongo, constant blasting has caused serious structural cracks in homes.","ai_generated":true,"unit":"glowit-000227#insight-2","date_modified":"2026-10-23"},{"text":"Manganese from the Nsuta mine enters a global supply chain for electric vehicle (EV) batteries, with the principal destination being China. The mine is controlled by the Ningxia Tianyuan Manganese Industry Group (TMI), which supplies Shenzhen Dynanonic and subsequently the battery giant CATL, a supplier for Tesla and other major car companies.","ai_generated":true,"unit":"glowit-000227#insight-3","date_modified":"2026-10-23"},{"text":"Mining expansion threatens the Neung Forest Reserve, which is part of the Upper Guinean Forest and classified as a globally significant biodiversity hotspot. If the Nsuta mine expands to its full 170 square km legal boundary, it would encroach upon this forest, which serves as a climate change refuge for multiple species.","ai_generated":true,"unit":"glowit-000227#insight-4","date_modified":"2026-10-23"},{"text":"Despite the economic value of manganese exports—approximately US$185 million in 2023—local communities report that the financial benefits are erratic and insufficient to cover the health costs associated with mining pollution.","ai_generated":true,"unit":"glowit-000227#insight-5","date_modified":"2026-10-23"},{"text":"The mine is scaling up production to meet EV demand, with ore production targets increasing from 5.7 million tonnes in 2024 to a projected 10 million tonnes in 2026.","ai_generated":true,"unit":"glowit-000227#insight-6","date_modified":"2026-10-23"}],"climate_tags":["water pollution","biodiversity loss","energy transition","Global supply chain governance"],"geography_discussed":["People's Republic of China","Brazil"],"frame_perspective":[],"analysis_type":["environmental impact assessment","human rights investigation","supply chain analysis"]},{"id":"catf-000435","url":"https://climateinsightsdirectory.org/document/catf-000435","title":"Proposed Certification Criteria for Implementation of the EU Methane Emissions Regulation","publisher":{"name":"Clean Air Task Force","organization":"clean-air-task-force"},"document_type":"research paper","language":"en","date_published":"2026-03-12","source_url":"https://www.catf.us/resource/proposed-certification-criteria-implementation-eu-methane-emissions-regulation/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The Clean Air Task Force recommends a framework for the EU Methane Regulation based on three pillars: integrity, attribution, and reporting claims. It distinguishes between 'bundled attributes' (physically linked to fuel volumes) and 'unbundled attributes' (transferable independently), arguing that unbundled certificates must be restricted to the same basin of production to incentivize actual emissions reductions. To prevent double-counting, the paper calls for mass balance accounting, digital registries with unique IDs, and strict temporal alignment, requiring certificates to be issued within 12 months of report submission and linked to production from the reporting year or the one immediately preceding it.","ai_generated":true,"unit":"catf-000435#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The document proposes a distinction between 'bundled attributes', which are transferred only with a physically deliverable volume of oil or natural gas, and 'unbundled attributes', which can be transferred independently of a specific physical volume but must be subject to geographic and temporal rules.","ai_generated":true,"unit":"catf-000435#insight-1","date_modified":"2026-10-23"},{"text":"To ensure the credibility of unbundled certificates, the author argues that their transfer and attribution should be limited to the specific basin of production to avoid rewarding producers based on favorable asset mixes and to better incentivize performance improvements.","ai_generated":true,"unit":"catf-000435#insight-2","date_modified":"2026-10-23"},{"text":"The framework requires the use of mass balance accounting to prevent double-counting, ensuring that the total volume of certificates issued is lower than the total volume of verified production within a defined geography.","ai_generated":true,"unit":"catf-000435#insight-3","date_modified":"2026-10-23"},{"text":"To prevent double issuance and ensure auditability, the document recommends a digital system with unique certificate IDs and either a centralised EU mirror registry or a federated system of registries.","ai_generated":true,"unit":"catf-000435#insight-4","date_modified":"2026-10-23"},{"text":"For bundled certificates, the document specifies that a credible chain-of-custody must be established through legal and contractual documentation, including purchase agreements, shipping documentation, and custody transfer metering records.","ai_generated":true,"unit":"catf-000435#insight-5","date_modified":"2026-10-23"},{"text":"The proposed criteria establish strict temporal boundaries for regulatory reporting: certificates must be issued within 12 months of the report submission and must link to production from the reporting year or the immediately preceding year.","ai_generated":true,"unit":"catf-000435#insight-6","date_modified":"2026-10-23"}],"climate_tags":["methane emissions","Global supply chain governance","natural gas","petroleum"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["policy recommendation"]},{"id":"mearth-000018","url":"https://climateinsightsdirectory.org/document/mearth-000018","title":"US & Japanese Groups Call for Transparency on Wood Pellet Imports","publisher":{"name":"Mighty Earth","organization":"mighty-earth"},"document_type":"statement","language":"en","date_published":"2025-12-02","source_url":"https://mightyearth.org/article/us-japanese-groups-call-for-transparency-on-wood-pellet-imports/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"US and Japanese advocacy groups are calling on Japan's Ministry of Economy, Trade and Industry (METI) to reform the Feed-In Tariff (FIT) system for wood pellets. They argue that Japanese subsidies have fueled an industry in the US characterized by repeated legal violations and pollution. The groups propose prohibiting subsidies for non-compliant mills, mandating full public disclosure of supply chains, and requiring direct due diligence rather than reliance on certification schemes.","ai_generated":true,"unit":"mearth-000018#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The wood pellet industry in the United States is characterized by repeated legal violations, pollution, and negative impacts on community health, which the authors argue indicates that US law provides inadequate remedies for regulation.","ai_generated":true,"unit":"mearth-000018#insight-1","date_modified":"2026-10-23"},{"text":"Japan's Feed-In Tariff (FIT) subsidies have driven the expansion of the US wood pellet industry, and the authors argue METI should use its power as a buyer to exclude problem producers by prohibiting subsidies for mills with legal violations, both prospectively and retrospectively.","ai_generated":true,"unit":"mearth-000018#insight-2","date_modified":"2026-10-23"},{"text":"The advocacy groups propose four specific accountability mechanisms for METI: prohibiting subsidies for violating mills, mandating public disclosure of all pellet mills in the supply chain, including public health standards in sourcing guidelines, and requiring due diligence based on public authority documentation rather than certification schemes.","ai_generated":true,"unit":"mearth-000018#insight-3","date_modified":"2026-10-23"}],"climate_tags":["bioenergy","feed-in tariff","Global supply chain governance","environmental regulation"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["policy recommendation"]},{"id":"trendas-000021","url":"https://climateinsightsdirectory.org/document/trendas-000021","title":"Belém must make history: From mines to climate frontlines, communities and civil society across the Asia Pacific and beyond unite for transition mineral justice at COP30","publisher":{"name":"Trend Asia","organization":"trend-asia"},"document_type":"statement","language":"en","date_published":"2025-11-14","source_url":"https://trendasia.org/en/ap-tma-cop30-joint-statement-belem-must-make-history-from-mines-to-climate-frontlines-communities-civil-society-across-the-asia-pacific-and-beyond-unite-for-transition-mineral-justice-at-cop30/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"A joint statement by civil society groups, primarily from the Asia Pacific, urging COP30 to address the human rights and environmental impacts of transition minerals. The document proposes the creation of the Belém Action Mechanism (BAM) and a Global Mineral Traceability Framework to ensure a just energy transition, highlighting the region's role as a hub for mineral reserves and green technology supply chains while noting the high risks faced by environmental defenders.","ai_generated":true,"unit":"trendas-000021#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Asia Pacific region is central to the global energy transition, containing 25% of global mineral resources, over 50% of the world's nickel, and 60% of rare-earth reserves. China specifically dominates the supply chain, accounting for 78% of global electric vehicle battery cell manufacturing.","ai_generated":true,"unit":"trendas-000021#insight-1","date_modified":"2026-10-23"},{"text":"The transition mineral boom is linked to significant ecological and human rights crises: mineral supply chains contribute 8% to 28% of global greenhouse gas emissions, and approximately 118,000 hectares of forests are estimated to be destroyed by 2050 to meet EU green goals. Furthermore, nearly 70% of transition minerals are located on or near Indigenous lands, and over 835 human rights abuses related to these minerals have been documented since 2010.","ai_generated":true,"unit":"trendas-000021#insight-2","date_modified":"2026-10-23"},{"text":"The signatories propose two specific governance structures for COP30: the Belém Action Mechanism (BAM) to coordinate Just Transition pathways in resource-rich countries, and a Global Mineral Traceability Framework to establish binding multilateral accountability for labor, emissions, and environmental rights in supply chains.","ai_generated":true,"unit":"trendas-000021#insight-3","date_modified":"2026-10-23"},{"text":"The document demands a shift toward a circular economy and the implementation of 'no-go zones' and moratoriums on deep-sea mining and mining in small island states.","ai_generated":true,"unit":"trendas-000021#insight-4","date_modified":"2026-10-23"}],"climate_tags":["energy transition","human rights","Paris Agreement","greenhouse gas emissions","deforestation","indigenous rights","circular economy","climate justice","Global supply chain governance"],"geography_discussed":["Brazil","People's Republic of China","European Union"],"frame_perspective":[],"analysis_type":["policy recommendation","advocacy statement"]},{"id":"fordecl-000114","url":"https://climateinsightsdirectory.org/document/fordecl-000114","title":"Evaluación de la Declaración Forestal 2025","publisher":{"name":"Forest Declaration Assessment","organization":"forest-declaration-assessment"},"document_type":"executive summary","language":"es","date_published":"2025-10","source_url":"https://forestdeclaration.org/wp-content/uploads/2025/10/2025SPM_ES.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The 2025 Forest Declaration Assessment reports that global forests remain in crisis, with 8.1 million hectares lost in 2024 and degradation increasing. Despite some success in natural regeneration and specific national policy reforms in Brazil, Colombia, and Indonesia, the report finds that corporate commitments are largely insufficient and financial flows remain misaligned with conservation goals. It calls for a shift from voluntary corporate pledges to mandatory regulations and inclusive governance that secures land tenure for indigenous peoples and local communities.","ai_generated":true,"unit":"fordecl-000114#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Global forest loss remains critical, with nearly 8.1 million hectares of permanent forest loss in 2024. Primary tropical forests were particularly affected, losing 6.73 million hectares and releasing 3,100 million metric tons of greenhouse gases. Additionally, losses in key forest biodiversity areas rose by 47% compared to the previous year, totaling 2.2 million hectares.","ai_generated":true,"unit":"fordecl-000114#insight-1","date_modified":"2026-10-23"},{"text":"Forest degradation is increasing rapidly and remains a monitoring blind spot. In 2024, 8.8 million hectares of humid tropical forests were degraded, which is more than double the annual level required to stop degradation by 2030. The Amazon basin was specifically impacted by fire-driven degradation.","ai_generated":true,"unit":"fordecl-000114#insight-2","date_modified":"2026-10-23"},{"text":"Agricultural expansion is the primary driver of deforestation, accounting for an average of approximately 86% of global deforestation over the last decade. Mining is also identified as a rapidly growing threat to forests.","ai_generated":true,"unit":"fordecl-000114#insight-3","date_modified":"2026-10-23"},{"text":"Corporate action against deforestation is largely inadequate. Only 3% of companies evaluated by Forest 500 meet the criteria for strong deforestation commitments, while 63% show deficiencies in ambition or implementation. On average, these 500 companies met only 16.2% of the criteria for implementing and reporting zero-deforestation commitments in 2024.","ai_generated":true,"unit":"fordecl-000114#insight-4","date_modified":"2026-10-23"},{"text":"Public and private financial flows are severely misaligned with forest goals. International public forest finance reached an estimated $5.7 billion between 2022-24, yet this is only 1.4% of the $409 billion in annual public funding for environmentally harmful agricultural subsidies. Private finance for the AFOLU sector captured only $5.6 billion in 2023, representing about 0.3% of total private climate mitigation finance that year.","ai_generated":true,"unit":"fordecl-000114#insight-5","date_modified":"2026-10-23"},{"text":"Forest governance is undermined by power imbalances and illegal activities. Between 61% and 94% of agriculture-driven tropical deforestation is estimated to be illegal, with environmental crimes generating up to $281 billion annually. Furthermore, only 4% of the world's protected land is managed by indigenous peoples and local communities, despite the 17.5% total global protected area.","ai_generated":true,"unit":"fordecl-000114#insight-6","date_modified":"2026-10-23"},{"text":"There are positive signs of recovery through natural regeneration and specific national reforms. Between 2015 and 2021, naturally regenerating humid tropical forests expanded by over 11 million hectares. Additionally, Brazil, Colombia, and Indonesia have demonstrated that strong internal policy reforms can lead to real progress in reducing deforestation.","ai_generated":true,"unit":"fordecl-000114#insight-7","date_modified":"2026-10-23"}],"climate_tags":["deforestation","forest degradation","forest restoration","greenhouse gas emissions","climate finance","indigenous people","biodiversity","carbon sequestration","Reducing emissions from deforestation and forest degradation","Global supply chain governance"],"geography_discussed":["Amazon basin","Brazil","Colombia","Indonesia","European Union","Mexico"],"frame_perspective":[],"analysis_type":["progress assessment","policy evaluation","financial analysis"]},{"id":"sei-001072","url":"https://climateinsightsdirectory.org/document/sei-001072","title":"Intelligence for sustainable trade: Trase strategy 2025-2030","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2025-09-01","source_url":"https://www.sei.org/publications/trase-strategy-2025-2030/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Trase's 2025-2030 strategy focuses on diversifying open-access data on commodity trade and environmental impacts to accelerate supply chain interventions and improve decision-maker responsiveness to risks.","ai_generated":true,"unit":"sei-001072#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Trase aims to expand its data offerings to include global commodity trade data, asset-level data for processing facilities, and impact data regarding human rights violations, water, biodiversity, and climate.","ai_generated":true,"unit":"sei-001072#insight-1","date_modified":"2026-10-23"},{"text":"The strategy prioritizes the scrutiny of specific major markets, identifying China as the world's largest import market for forest-risk commodities and Brazil's beef consumption as the single largest forest risk commodity market globally.","ai_generated":true,"unit":"sei-001072#insight-2","date_modified":"2026-10-23"},{"text":"Trase notes that while deforestation policies in the Brazilian Amazon have been effective in reducing forest loss, they have not succeeded in stopping degradation, which puts ecosystems, biodiversity, and carbon at risk.","ai_generated":true,"unit":"sei-001072#insight-3","date_modified":"2026-10-23"}],"climate_tags":["Global supply chain governance","deforestation","biodiversity","climate impact"],"geography_discussed":["Brazil","People's Republic of China","Brazilian Amazon"],"frame_perspective":[],"analysis_type":["strategic planning"]},{"id":"mearth-000045","url":"https://climateinsightsdirectory.org/document/mearth-000045","title":"CEO Note: Meat Industry’s Pyrrhic Victory","publisher":{"name":"Mighty Earth","organization":"mighty-earth"},"document_type":"statement","language":"en","date_published":"2025-06-16","source_url":"https://mightyearth.org/article/ceo-note-meat-industrys-pyrrhic-victory/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The CEO of Mighty Earth discusses the risks associated with JBS's listing on the New York Stock Exchange, citing a history of bribery, fraudulent climate claims, and pollution. While noting progress such as the suspension of 1,000 suppliers linked to deforestation by JBS and other Brazilian meatpackers, the author highlights ongoing failures in South American cattle companies to prohibit deforestation in the Cerrado, Pantanal, and Chiquitania ecosystems, as well as a general lack of methane pollution disclosure.","ai_generated":true,"unit":"mearth-000045#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The New York Stock Exchange listing of JBS exposes investors to significant risks stemming from the company's history of fraudulent climate claims, bribery, poor governance, and legal violations regarding health, immigration, and water pollution.","ai_generated":true,"unit":"mearth-000045#insight-1","date_modified":"2026-10-23"},{"text":"JBS's planned dual listing on the Amsterdam Stock Exchange may subject the company to Dutch legal scrutiny and lawsuits from climate organizations.","ai_generated":true,"unit":"mearth-000045#insight-2","date_modified":"2026-10-23"},{"text":"Some progress has been made in the industry, including JBS and other Brazilian meatpackers suspending nearly 1,000 suppliers connected to deforestation following pressure from Carrefour, and Marfrig accelerating its goal to eliminate nature destruction in supply chains to 2025.","ai_generated":true,"unit":"mearth-000045#insight-3","date_modified":"2026-10-23"},{"text":"Significant gaps remain in industry sustainability, specifically the lack of official policies prohibiting deforestation in the Chiquitania, Pantanal, and Cerrado ecosystems by South American cattle companies (excluding Marfrig), and a general failure to disclose or reduce methane pollution.","ai_generated":true,"unit":"mearth-000045#insight-4","date_modified":"2026-10-23"},{"text":"Bolivia experienced the second highest level of deforestation globally last year, a trend largely attributed to fires and the meat industry.","ai_generated":true,"unit":"mearth-000045#insight-5","date_modified":"2026-10-23"}],"climate_tags":["deforestation","methane leak","Global supply chain governance","climate finance"],"geography_discussed":["Brazil","United States","Netherlands","France","Spain","South America","Bolivia","Pará"],"frame_perspective":[],"analysis_type":["policy analysis","corporate accountability"]},{"id":"ciel-000166","url":"https://climateinsightsdirectory.org/document/ciel-000166","title":"Fracking for Plastics","publisher":{"name":"Center for International Environmental Law","organization":"center-for-international-environmental-law"},"document_type":"report","language":"en","date_published":"2025-04-01","source_url":"https://www.ciel.org/reports/fracking-for-plastics/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"An investigation by Stand.earth Research Group and the Center for International Environmental Law identifies a direct link between fracking in the Permian Basin and the plastic packaging used by major global brands, highlighting the role of specific traders and exporters in fueling fossil fuel expansion.","ai_generated":true,"unit":"ciel-000166#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Permian Basin in Texas, noted for severe oil and gas pollution and poor air quality, provides a significant amount of the petrochemical feedstocks required for global plastic production, which contributes to the climate crisis.","ai_generated":true,"unit":"ciel-000166#insight-1","date_modified":"2026-10-23"},{"text":"A limited number of companies—specifically Ineos, Reliance Industries, and Dow—act as intermediaries moving ethane from U.S. fracking sites to petrochemical plants in Asia and Europe, linking these operations to more than 25 major consumer brands.","ai_generated":true,"unit":"ciel-000166#insight-2","date_modified":"2026-10-23"},{"text":"More than 25 global consumer brands, including Nestlé, PepsiCo, and Coca-Cola, utilize petrochemicals derived from fracking for their single-use plastic packaging, which encourages the expansion and extraction of fossil fuels.","ai_generated":true,"unit":"ciel-000166#insight-3","date_modified":"2026-10-23"}],"climate_tags":["plastic production","hydraulic fracturing","Global supply chain governance"],"geography_discussed":["United States","Europe","Asia"],"frame_perspective":[],"analysis_type":["supply chain analysis"]},{"id":"mearth-000062","url":"https://climateinsightsdirectory.org/document/mearth-000062","title":"2024 Year in Review","publisher":{"name":"Mighty Earth","organization":"mighty-earth"},"document_type":"statement","language":"en","date_published":"2024-12-31","source_url":"https://mightyearth.org/article/2024-year-in-review/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Mighty Earth's 2024 review highlights significant private sector shifts, including JBS dropping 705 suppliers linked to deforestation and the postponement of JBS's IPO due to climate concerns. The organization also focused on expanding plant-based protein offerings among major retailers, challenging biomass policies in Japan, and launching a rewilding initiative for mountain lions in the Eastern United States.","ai_generated":true,"unit":"mearth-000062#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Mighty Earth influenced significant corporate changes in the meat and soy industries to combat deforestation. The world's largest meat company, JBS, removed 705 suppliers associated with deforestation and agreed to implement real-time data for monitoring. Additionally, Marfrig moved its target date for eliminating nature destruction in its supply chains forward from 2030 to 2025.","ai_generated":true,"unit":"mearth-000062#insight-1","date_modified":"2026-10-23"},{"text":"The organization targeted the financial and legal aspects of corporate climate claims and governance. Mighty Earth collaborated with 15 US senators to urge the SEC to delay the JBS IPO based on governance and climate concerns, resulting in a postponement until at least 2025. Furthermore, the New York State Attorney General sued JBS for fraudulent climate claims using research provided by Mighty Earth and its allies.","ai_generated":true,"unit":"mearth-000062#insight-2","date_modified":"2026-10-23"},{"text":"Efforts to reduce climate pollution focused on shifting protein sources and decarbonizing heavy industry. Several major retailers, including Carrefour, Sodexo, and Lidl Germany, expanded plant-based offerings with some setting targets of up to 60% plant-based protein by 2030. In heavy industry, Mighty Earth worked with Korean partners to lead Hyundai to sever ties with a coal-reliant aluminum supplier.","ai_generated":true,"unit":"mearth-000062#insight-3","date_modified":"2026-10-23"},{"text":"Mighty Earth engaged in ecosystem protection and policy advocacy in Southeast Asia and Europe. In Indonesia, the organization pressured the government regarding a 7-million-acre ecosystem destruction project and secured a letter from the Ministry of Environment and Forestry ordering the country's largest commercial forest destroyer to stop. In Europe, the organization worked to prevent the weakening of the EU Deforestation Regulation (EUDR) despite its one-year postponement.","ai_generated":true,"unit":"mearth-000062#insight-4","date_modified":"2026-10-23"},{"text":"The organization initiated a rewilding project in the Eastern United States aimed at restoring mountain lions to their historic range, with campaign deployment planned for the first quarter of 2025.","ai_generated":true,"unit":"mearth-000062#insight-5","date_modified":"2026-10-23"}],"climate_tags":["deforestation","methane","decarbonization","biomass","nickel mining","Global supply chain governance","climate finance","greenwashing"],"geography_discussed":["Amazon rainforest","Southeast Asia","United States","United Kingdom","Brazil","Indonesia","Japan","European Union","France","Netherlands","Spain","British Columbia","South America","West Africa"],"frame_perspective":[],"analysis_type":["impact assessment","organizational review"]},{"id":"rmi-000389","url":"https://climateinsightsdirectory.org/document/rmi-000389","title":"Plastics Extrusion and Molding Greenhouse Gas Emissions Reporting Guidance","publisher":{"name":"RMI","organization":"rmi"},"document_type":"guide","language":"en","date_published":"2024-12-13","source_url":"https://rmi.org/resources/plastics-extrusion-and-molding-greenhouse-gas-emissions-reporting-guidance/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"RMI has released the Plastics Extrusion and Molding Greenhouse Gas Emissions Reporting Guidance to make emissions associated with plastic products more visible across the supply chain. The guidance aims to help stakeholders demonstrate decarbonization efforts and drive demand for low-emissions plastics. To support this, RMI provides an accompanying data format on GitHub to facilitate the seamless transmission of emissions data between producers, buyers, and consumers. The document notes that emissions vary significantly between and within different plastic resins, and argues that consistent accounting methods are necessary to allow producers to compete on the climate quality of their products.","ai_generated":true,"unit":"rmi-000389#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The guidance and its accompanying GitHub data format are intended to increase emissions transparency to help corporate producers, buyers, and end-use consumers make better-informed decisions and drive demand for low-emissions plastics.","ai_generated":true,"unit":"rmi-000389#insight-1","date_modified":"2026-10-23"},{"text":"There is significant variation in emissions both between and within different types of plastic resins, necessitating consistent accounting methods to accurately compare the climate quality of plastic products.","ai_generated":true,"unit":"rmi-000389#insight-2","date_modified":"2026-10-23"}],"climate_tags":["decarbonization","Global supply chain governance"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["guidance"]},{"id":"sei-001042","url":"https://climateinsightsdirectory.org/document/sei-001042","title":"Indonesian palm oil exports and deforestation","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2024-10-08","source_url":"https://www.sei.org/features/indonesian-palm-oil-exports-and-deforestation/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document analyzes the environmental impact of Indonesia's palm oil sector, noting a general decline in deforestation over the last decade despite continued production growth. It highlights that while zero-deforestation commitments are widespread, they have not significantly lowered deforestation intensity compared to non-committed exporters. The analysis also emphasizes the critical role of peatlands in driving the sector's greenhouse gas emissions and the shift in export markets toward China and domestic use.","ai_generated":true,"unit":"sei-001042#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Deforestation for industrial palm oil in Indonesia decreased significantly over the last decade, falling to 32,406 hectares per year between 2018–2022, which is only 18% of the peak seen in 2008–2012. However, there was a slight reversal in 2022 with an 18% increase in industrial oil palm-driven deforestation.","ai_generated":true,"unit":"sei-001042#insight-1","date_modified":"2026-10-23"},{"text":"Zero-deforestation commitments (ZDCs) are common, with over 85% of observed palm oil exports traded by companies with such commitments, yet they do not result in significantly lower deforestation intensity. Exporters with ZDCs had an annual deforestation intensity of 0.27 ha per 1,000 tonnes, compared to 0.23 ha for those without ZDCs.","ai_generated":true,"unit":"sei-001042#insight-2","date_modified":"2026-10-23"},{"text":"Greenhouse gas emissions from industrial palm oil production in Indonesia averaged 220 million tonnes of carbon dioxide equivalent annually between 2015 and 2022, representing nearly one-fifth of the country's total 2022 emissions of 1.23 gigatonnes. Nearly 92% of these emissions are attributed to peatland subsidence and fires on drained peatlands, despite peatlands accounting for only 14% of plantations.","ai_generated":true,"unit":"sei-001042#insight-3","date_modified":"2026-10-23"},{"text":"Export market dynamics have shifted; China became the largest importer of Indonesian palm oil by 2022, increasing its share from 11% in 2013 to 14%. Simultaneously, domestic consumption grew from 32% of production in 2018 to 44% in 2022, driven by government policies for biodiesel blending and downstreaming.","ai_generated":true,"unit":"sei-001042#insight-4","date_modified":"2026-10-23"},{"text":"Deforestation for industrial palm oil has been geographically concentrated, with four provinces in Kalimantan accounting for 72% of all such deforestation in Indonesia between 2018–2022.","ai_generated":true,"unit":"sei-001042#insight-5","date_modified":"2026-10-23"}],"climate_tags":["deforestation","greenhouse gas emissions","peatland","biodiversity loss","biodiesel","Global supply chain governance"],"geography_discussed":["Kalimantan","Sumatra","New Guinea","People's Republic of China","India","European Union","United States","United Kingdom"],"frame_perspective":[],"analysis_type":["environmental impact assessment","supply chain analysis"]},{"id":"sei-001090","url":"https://climateinsightsdirectory.org/document/sei-001090","title":"Consumption emissions: opportunities for EU climate mitigation","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"policy brief","language":"en","date_published":"2024-06-18","source_url":"https://www.sei.org/publications/consumption-emissions-opportunities-eu-climate-mitigation/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that the EU's territorial emission reductions underestimate its true carbon footprint due to emissions embedded in imports. It identifies food, housing, and mobility as primary consumption 'hotspots' and calls for a shift from a focus on production efficiency to policies that target consumption patterns and behavioral change. Key barriers include a lack of standardized monitoring and supply chain transparency, while opportunities lie in leveraging the EU's market influence to set common CBE targets and support developing countries in transitioning to low-carbon production.","ai_generated":true,"unit":"sei-001090#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The EU's consumption-based CO2 emissions are significantly higher than its territorial emissions, accounting for approximately 9% of global CO2 emissions in 2021 (3.5 billion metric tonnes), which is disproportionate to the EU's 5.7% share of the world population.","ai_generated":true,"unit":"sei-001090#insight-1","date_modified":"2026-10-23"},{"text":"Consumption-based emissions (CBEs) vary significantly across EU member states; in 2021, the average footprint was 8.0 tonnes CO2 equivalent per person, with a range from 4.6 tonnes in Slovakia to 11.0 tonnes in Denmark and Luxembourg.","ai_generated":true,"unit":"sei-001090#insight-2","date_modified":"2026-10-23"},{"text":"The primary consumption 'hotspots' for emissions at the EU level are identified as food, housing, and mobility. While food and household goods show the least variation between member states, appliances, housing, and mobility show the largest variations.","ai_generated":true,"unit":"sei-001090#insight-3","date_modified":"2026-10-23"},{"text":"Trade dynamics heavily influence CBEs, with 69% of the EU's consumption-based CO2 emissions in 2021 generated from imports between EU countries. Outside the EU, China was the largest exporter of goods to the EU (8.5%), followed by Russia (4.8%), the US (1.6%), and India (1.6%).","ai_generated":true,"unit":"sei-001090#insight-4","date_modified":"2026-10-23"},{"text":"Current EU climate efforts rely heavily on production efficiency and 'polluter pays' levies, which rarely target the behavioral shifts needed for deep decarbonization. The analysis identifies main barriers to progress as a lack of standardized monitoring, supply chain complexity, and a lack of coordination between member states.","ai_generated":true,"unit":"sei-001090#insight-5","date_modified":"2026-10-23"},{"text":"Official EU statistics on CBEs are incomplete, as they primarily cover CO2 and exclude other greenhouse gases like methane (22% of total emissions), nitrous oxide (6%), and fluorinated gases (3%). Additionally, approximately 36% of consumption footprints—stemming from governments, investments, non-profit goods, and inventory changes—are excluded from official statistics.","ai_generated":true,"unit":"sei-001090#insight-6","date_modified":"2026-10-23"}],"climate_tags":["carbon footprint","carbon price","Global supply chain governance","energy efficiency","methane","nitrous oxide","food system","housing"],"geography_discussed":["Denmark","France","Sweden","Slovakia","Luxembourg","Malta","Latvia","Belgium","Greece","Bulgaria","Poland","People's Republic of China","Russia","United States","India"],"frame_perspective":[],"analysis_type":["policy analysis","case study"]},{"id":"sei-002236","url":"https://climateinsightsdirectory.org/document/sei-002236","title":"Consumption-driven emissions: new opportunities for EU climate mitigation","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"briefing","language":"en","date_published":"2024-06","source_url":"https://www.sei.org/wp-content/uploads/pdfs/170628/consumptiondriven-emissions-new-opportunities-for-eu-climate-mitigation.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that the EU's territorial emission reductions mask a growing carbon footprint driven by the import of emissions-intensive goods. It identifies food, housing, and mobility as primary consumption hotspots and recommends binding EU-level targets, mandatory reporting for member states, and enhanced trade transparency to address these emissions.","ai_generated":true,"unit":"sei-002236#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"While the EU reduced territorial CO2 emissions by 29% between 1990 and 2020, it has been a net importer of CO2 emissions since 2015, meaning emissions from imported goods and services exceed those from exports.","ai_generated":true,"unit":"sei-002236#insight-1","date_modified":"2026-10-23"},{"text":"The primary consumption 'hotspots' for emissions in the EU are food, housing, and mobility. Among these, appliances show the largest variation in emissions between member states, followed by housing and mobility.","ai_generated":true,"unit":"sei-002236#insight-2","date_modified":"2026-10-23"},{"text":"China is the largest exporter of emissions to the EU, accounting for 8.5% of EU consumption-based emissions, followed by Russia (4.8%), the United States (1.6%), and India (1.6%).","ai_generated":true,"unit":"sei-002236#insight-3","date_modified":"2026-10-23"},{"text":"A significant majority of the EU's consumption-based CO2 emissions are generated internally; in 2021, 69% originated from imports between EU member states.","ai_generated":true,"unit":"sei-002236#insight-4","date_modified":"2026-10-23"},{"text":"Current EU climate efforts rely heavily on production efficiency and the 'polluter pays' principle, which the authors argue rarely targets the behavioural shifts needed for deep decarbonization.","ai_generated":true,"unit":"sei-002236#insight-5","date_modified":"2026-10-23"},{"text":"Existing official statistics on consumption-based emissions are incomplete, as they often exclude government consumption (11%), investments (20%), non-profit goods and services (1%), and changes in inventories (4%).","ai_generated":true,"unit":"sei-002236#insight-6","date_modified":"2026-10-23"}],"climate_tags":["carbon footprint","carbon price","trade policy","sustainable consumption","Carbon Border Adjustment Mechanism","carbon accounting","energy efficiency","Global supply chain governance","food system","housing"],"geography_discussed":["People's Republic of China","Russia","United States","India","Denmark","France","Sweden","Malta","Latvia","Belgium","Greece","Bulgaria","Poland","Slovakia","Luxembourg"],"frame_perspective":[],"analysis_type":["policy analysis","case study"]},{"id":"saiia-001196","url":"https://climateinsightsdirectory.org/document/saiia-001196","title":"Navigating Governance Challenges in African Critical Mineral Supply Chains","publisher":{"name":"South African Institute of International Affairs","organization":"south-african-institute-of-international-affairs"},"document_type":"briefing","language":"en","date_published":"2024-05","source_url":"https://saiia.org.za/wp-content/uploads/2024/06/SAIIA_PI_151_NavigatingGovernanceChallenges.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the governance challenges associated with the rising demand for critical minerals in Africa, highlighting the tension between developed nations' focus on supply security and African nations' goals for socio-economic development. It emphasizes that without responsible governance, the energy transition risks causing environmental harm and human rights violations. The author recommends the expedited implementation of the African Mining Vision (AMV) and calls for coordinated action among national governments, private sector companies, and civil society to ensure transparency and accountability.","ai_generated":true,"unit":"saiia-001196#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The International Energy Agency predicts that the shift toward renewable energy technologies will lead to an approximately fourfold increase in the demand for critical minerals—including lithium, cobalt, nickel, copper, graphite, and rare earth elements—by 2030.","ai_generated":true,"unit":"saiia-001196#insight-1","date_modified":"2026-10-23"},{"text":"Critical mineral extraction in Africa is frequently associated with corruption and governance failures; specifically, lithium mines in the Democratic Republic of Congo, Namibia, and Zimbabwe have been identified as being at high risk for environmental degradation, transnational corruption, and human rights violations.","ai_generated":true,"unit":"saiia-001196#insight-2","date_modified":"2026-10-23"},{"text":"There is a fundamental tension in supply chain governance: developed countries primarily prioritize the security of supply, while African countries aim to use their mineral wealth to advance their position within the renewable energy supply chain.","ai_generated":true,"unit":"saiia-001196#insight-3","date_modified":"2026-10-23"},{"text":"Despite various national and sector-led initiatives, there is currently no overarching international framework to coordinate policy action for critical mineral supply chains, leading to a confusing array of overlapping standards.","ai_generated":true,"unit":"saiia-001196#insight-4","date_modified":"2026-10-23"},{"text":"The African Mining Vision (AMV), adopted by the African Union in 2009, serves as a key framework for sustainable resource development, but its implementation has been slow and is hindered by a lack of awareness among stakeholders.","ai_generated":true,"unit":"saiia-001196#insight-5","date_modified":"2026-10-23"},{"text":"Mining companies have a business incentive to improve governance because demonstrating efforts to mitigate adverse impacts is necessary to establish and maintain a 'social licence to operate' within African host communities.","ai_generated":true,"unit":"saiia-001196#insight-6","date_modified":"2026-10-23"}],"climate_tags":["critical minerals","energy transition","Global supply chain governance","sustainable development","human rights","environmental protection","Net-zero emissions"],"geography_discussed":["Zimbabwe","Namibia","Democratic Republic of the Congo","South Africa","European Union"],"frame_perspective":[],"analysis_type":["policy analysis","governance assessment"]},{"id":"client-000755","url":"https://climateinsightsdirectory.org/document/client-000755","title":"Mid-Term Review Report for the Norad NICFI project 2021-2025 Building legal foundations for sustainable forests and livelihoods project","publisher":{"name":"ClientEarth","organization":"clientearth"},"document_type":"report","language":"en","date_published":"2024-02","source_url":"https://www.clientearth.org/media/p5vblbw0/midterm-review-final-report-february-2024-1.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The mid-term review finds that the project is generally on track to achieve its outcomes, particularly in enhancing legal capacity for forest communities in Liberia and Gabon and influencing the EU Deforestation Regulation (EUDR). Key achievements include the development of equitable contract templates in Liberia, increased women's leadership in forest governance, and exceeding advocacy targets in the EU. However, the report identifies gaps in structured stakeholder engagement, limited private sector involvement, and a need for direct livelihood support to ensure long-term sustainability. Political instability in Gabon has delayed some legislative reforms, and the review recommends developing a formal exit strategy and improving the results framework to better track qualitative changes.","ai_generated":true,"unit":"client-000755#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The project has effectively empowered forest communities in Liberia by providing legal and governance training and developing equitable Commercial Use Contract (CUC) templates and constitution standards to counter non-compliance by timber companies.","ai_generated":true,"unit":"client-000755#insight-1","date_modified":"2026-10-23"},{"text":"In Gabon, the project has increased the knowledge of Indigenous Peoples and Local Communities (IPLCs) regarding forest management through technical assistants and training, though political shifts have stalled the finalisation of the Forest Code revision and the National Strategy for Community Forestry.","ai_generated":true,"unit":"client-000755#insight-2","date_modified":"2026-10-23"},{"text":"ClientEarth exceeded its advocacy targets for the EU Deforestation Regulation (EUDR), making 44 contributions against a target of 35, and successfully advocated for mandatory due diligence, supply chain traceability, and respect for human and indigenous rights.","ai_generated":true,"unit":"client-000755#insight-3","date_modified":"2026-10-23"},{"text":"The project has made significant strides in gender equity, evidenced by the development of a Women's Charter in Liberia and the election of women as association presidents in Gabon, although youth and people with disabilities were not specifically targeted in the original proposal.","ai_generated":true,"unit":"client-000755#insight-4","date_modified":"2026-10-23"},{"text":"While the project is likely to be sustainable due to legal advancements and local capacity building, it faces risks from systemic issues such as internal community conflicts, dependence on timber exploitation for income, and political interference.","ai_generated":true,"unit":"client-000755#insight-5","date_modified":"2026-10-23"},{"text":"The review identifies a lack of structured stakeholder engagement and coordination with other Norad-funded initiatives, noting that interactions have been largely ad hoc and lack a documented strategy, especially regarding the private sector.","ai_generated":true,"unit":"client-000755#insight-6","date_modified":"2026-10-23"},{"text":"There is a critical need to integrate direct livelihood support into the project's theory of change, as communities may struggle to conserve forests if their basic economic needs are not met.","ai_generated":true,"unit":"client-000755#insight-7","date_modified":"2026-10-23"}],"climate_tags":["deforestation","gender mainstreaming","biodiversity conservation","Global supply chain governance"],"geography_discussed":["Republic of the Congo","People's Republic of China","Ghana","Ivory Coast","Brazil","Indonesia"],"frame_perspective":[],"analysis_type":["mid-term review","impact assessment","effectiveness evaluation"]},{"id":"mearth-000067","url":"https://climateinsightsdirectory.org/document/mearth-000067","title":"A call for improving farmer livelihood in the cocoa sector","publisher":{"name":"Mighty Earth","organization":"mighty-earth"},"document_type":"statement","language":"en","date_published":"2023-12-22","source_url":"https://mightyearth.org/article/a-call-for-improving-farmer-livelihood-in-the-cocoa-sector/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document highlights the disparity between the high profits of global chocolate companies and the poverty of cocoa farmers, particularly in Ghana and Côte d’Ivoire. It argues that farmer poverty is a primary driver of environmental and social issues, including deforestation and child labor, and calls for companies to implement living income reference prices, fair contracts, and transparent reporting.","ai_generated":true,"unit":"mearth-000067#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is a significant wealth gap between chocolate corporations and producers; while the four largest public chocolate companies (Hershey, Lindt, Mondelēz, and Nestlé) earned nearly $15 billion in confectionery profits since the pandemic, up to 90% of cocoa farmers in Ghana do not earn a living income, with some earning as little as $2 a day.","ai_generated":true,"unit":"mearth-000067#insight-1","date_modified":"2026-10-23"},{"text":"Farmer poverty is identified as the root cause of several systemic issues in the cocoa sector, including the overuse of agrichemicals due to unaffordable weeding labor, the use of cheap child labor, gender inequality, and deforestation to expand production areas.","ai_generated":true,"unit":"mearth-000067#insight-2","date_modified":"2026-10-23"},{"text":"Significant forest loss has occurred in major producing nations over the last 60 years, with Côte d’Ivoire losing approximately 94% of its forest cover and Ghana losing approximately 80%.","ai_generated":true,"unit":"mearth-000067#insight-3","date_modified":"2026-10-23"},{"text":"The document criticizes specific companies for poor sustainability and human rights performance: Storck is cited for scoring poorly on the 2023 Chocolate Scorecard and failing to disclose cocoa sources or commit to fair prices, while Starbucks is noted for lacking a published living income strategy for its cocoa suppliers.","ai_generated":true,"unit":"mearth-000067#insight-4","date_modified":"2026-10-23"},{"text":"Civil society organizations propose a three-step transformation for the industry: paying farmers based on a 'living income reference price', implementing simple and standard contracts with fair terms, and transparently reporting progress and policies to consumers.","ai_generated":true,"unit":"mearth-000067#insight-5","date_modified":"2026-10-23"}],"climate_tags":["deforestation","sustainable agriculture","human rights","Global supply chain governance"],"geography_discussed":["Western Europe","United States","United Kingdom"],"frame_perspective":[],"analysis_type":["policy recommendation","corporate accountability"]},{"id":"mearth-000022","url":"https://climateinsightsdirectory.org/document/mearth-000022","title":"SOY & CATTLE TRACKER METHODOLOGY","publisher":{"name":"Mighty Earth","organization":"mighty-earth"},"document_type":"guide","language":"pt","date_published":"2023-12-15","source_url":"https://mightyearth.org/pt/metodologia/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The Soy & Cattle Tracker monitors deforestation in Brazil's Amazon and Cerrado biomes, linking land conversion to major soy traders and beef packers. Using satellite alerts from DETER (INPE) and GLAD (Global Forest Watch), the system identifies high-deforestation municipalities and selects emblematic cases for analysis. Companies are scored from 0 to 100 based on the number of linked cases, total area deforested, illegal deforestation in protected areas, responsiveness, case resolution, and transparency. The tracker monitors seven soy traders (ADM, AMAGGI, Bunge, Cargill, COFCO International, LDC, and the ALZ partnership) and three beef packers (JBS, Marfrig, and Minerva), utilizing a certainty scale (High or Medium) to validate supply chain links through public documents, government data, and company responses.","ai_generated":true,"unit":"mearth-000022#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The tracker monitors deforestation and native vegetation conversion in the Amazon and Cerrado biomes of Brazil, specifically targeting the supply chains of seven soy traders and three beef packers.","ai_generated":true,"unit":"mearth-000022#insight-1","date_modified":"2026-10-23"},{"text":"The monitored soy traders include Archer-Daniels-Midland Company (ADM), AMAGGI, Bunge, Cargill, COFCO International, Louis Dreyfus Company (LDC), and the ALZ partnership (AMAGGI, LDC, and Zen-Noh). The monitored beef packers are JBS, Marfrig, and Minerva.","ai_generated":true,"unit":"mearth-000022#insight-2","date_modified":"2026-10-23"},{"text":"Companies are assigned a score from 0 to 100 based on six performance categories: total linked cases, total area of deforestation/conversion, area of potentially illegal deforestation in Legal Reserves or Permanent Preservation Areas (APP), responsiveness, case resolution, and transparency.","ai_generated":true,"unit":"mearth-000022#insight-3","date_modified":"2026-10-23"},{"text":"Deforestation is detected using satellite alert systems, specifically DETER from the Brazilian National Institute for Space Research (INPE) and GLAD from Global Forest Watch, with cases filtered by the five municipalities with the highest deforestation areas per biome each month.","ai_generated":true,"unit":"mearth-000022#insight-4","date_modified":"2026-10-23"},{"text":"The methodology defines 'potentially illegal deforestation' as that occurring within Legal Reserve or Permanent Preservation Area (APP) boundaries as self-declared in the Rural Environmental Registry (CAR).","ai_generated":true,"unit":"mearth-000022#insight-5","date_modified":"2026-10-23"},{"text":"Supply chain links are categorized by certainty levels; 'High' certainty for soy is established via company confirmation, public documents, government grain warehouse data (SICARM), or the Minimum Price Guarantee Policy (PGPM) within the last 2 years. For beef, 'High' certainty is established via the Animal Transport Guide (GTA) for direct supply.","ai_generated":true,"unit":"mearth-000022#insight-6","date_modified":"2026-10-23"}],"climate_tags":["deforestation","land-use change","Global supply chain governance"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["methodology","monitoring framework"]}]}