{"query_echo":{"q":"","filters":{"geography":["Thailand"]},"warnings":[]},"total":{"value":912,"relation":"eq"},"page":22,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=Thailand&page=22","next":"https://climateinsightsdirectory.org/api/v1/search?geography=Thailand&page=23","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":"wwf-000305","url":"https://climateinsightsdirectory.org/document/wwf-000305","title":"A CRISIS RAGING OUT OF CONTROL? FIRES, FORESTS AND THE FUTURE","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"report","language":"en","date_published":"2020","source_url":"https://www.worldwildlife.org/documents/903/28zpi2e4zt_wwf_fires_forests_and_the_future_report.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines the global wildfire crisis, highlighting that humans are responsible for 75% of all wildfires and that climate change is increasing fire season length and severity. It details the devastating impacts on biodiversity, human health, and economies, while calling for urgent global action through improved climate ambition, a shift toward prevention-based budgeting, and the halting of deforestation.","ai_generated":true,"unit":"wwf-000305#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Human activity is a primary driver of wildfires, estimated to be responsible for 75% of all incidents in recent years. In the Northern Hemisphere, negligence is a dominant cause, accounting for 95% of fires in Europe and 84% in the US.","ai_generated":true,"unit":"wwf-000305#insight-1","date_modified":"2026-10-23"},{"text":"Climate change is intensifying wildfire trends by increasing the length of fire seasons and the severity of burns. Between 1979 and 2013, the global fire season length increased by an average of 19%, with South American forests and savannahs seeing an increase of over one month.","ai_generated":true,"unit":"wwf-000305#insight-2","date_modified":"2026-10-23"},{"text":"Wildfires create a positive feedback loop with climate change: higher temperatures and drier weather lead to more intense fires, which release massive amounts of carbon, further accelerating global heating. In 2019, extreme fires from the Arctic to the Amazon contributed approximately one fifth of global carbon emissions from fossil fuels.","ai_generated":true,"unit":"wwf-000305#insight-3","date_modified":"2026-10-23"},{"text":"The ecological and biodiversity losses from wildfires are catastrophic. In Australia's 2019-2020 season, up to 3 billion animals were killed or displaced, and 26 native species were pushed closer to extinction because more than 30% of their habitat burned.","ai_generated":true,"unit":"wwf-000305#insight-4","date_modified":"2026-10-23"},{"text":"Wildfires have severe human health and economic costs. Annually, an estimated 340,000 premature deaths are attributed to respiratory and cardiovascular issues from wildfire smoke, with 80% occurring in sub-Saharan Africa and Southeast Asia. Economically, the 2018 wildfire season cost the US approximately $50 billion.","ai_generated":true,"unit":"wwf-000305#insight-5","date_modified":"2026-10-23"},{"text":"There is a systemic failure in fire management due to an over-reliance on suppression over prevention. In the US, the fire management budget decreased from $6 billion to $4.75 billion over a decade, while the proportion of the budget spent on suppression rose from 11% to 55%.","ai_generated":true,"unit":"wwf-000305#insight-6","date_modified":"2026-10-23"}],"climate_tags":["wildfire","climate change mitigation","biodiversity loss","deforestation","Paris Agreement","Nationally Determined Contributions","carbon dioxide emissions","land-use change","peatland restoration","nature-based solutions"],"geography_discussed":["Brazil","Australia","Russia","Canada","Indonesia","Thailand","Ukraine","Bolivia","Colombia","Sweden","Greece"],"frame_perspective":[],"analysis_type":["trend analysis","impact assessment","policy recommendation"]},{"id":"wwf-000355","url":"https://climateinsightsdirectory.org/document/wwf-000355","title":"FALLING THROUGH THE SYSTEM: THE ROLE OF THE EUROPEAN UNION CAPTIVE TIGER POPULATION IN THE TRADE IN TIGERS","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"report","language":"en","date_published":"2020","source_url":"https://www.worldwildlife.org/documents/1246/2ud93btit1_200923_FALLING_THROUGH_THE_SYSTEM_web.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines the role of the EU's captive tiger population in the global trade of tigers and their derivatives. It identifies significant regulatory loopholes in the keeping and disposal of tigers, particularly in private facilities and circuses, which may be exploited by organised criminal groups to supply Asian markets. While accredited zoos are well-regulated, the report finds inconsistent national laws across the EU, a lack of centralised traceability registers, and weak oversight of deceased specimens. Trade data from 2013–2017 confirms the EU's continued commercial export of captive-bred tigers and parts to countries like Viet Nam and Thailand, which may stimulate demand and increase poaching pressure on wild populations.","ai_generated":true,"unit":"wwf-000355#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Between 2013 and 2017, the EU reported direct exports of 103 live tigers, with Germany, Italy, Spain, the Czech Republic, and France as the top five exporters.","ai_generated":true,"unit":"wwf-000355#insight-1","date_modified":"2026-10-23"},{"text":"Live tigers were the most exported commodity from the EU, with Thailand and Viet Nam identified as the largest importers of these exports.","ai_generated":true,"unit":"wwf-000355#insight-2","date_modified":"2026-10-23"},{"text":"Viet Nam was the largest importer of live tigers re-exported from the EU, with 18 tigers reported as being for commercial trade, originating from France, Germany, Belgium, and the Netherlands.","ai_generated":true,"unit":"wwf-000355#insight-3","date_modified":"2026-10-23"},{"text":"EU seizures of tiger commodities between 2013 and 2017 were dominated by medicinal products containing tiger derivatives, which accounted for approximately 94% of all items seized.","ai_generated":true,"unit":"wwf-000355#insight-4","date_modified":"2026-10-23"},{"text":"The Czech Republic uncovered organised criminal groups using a network of private breeders and middlemen to illegally export captive-bred tigers to Asia, exploiting weaknesses in national regulations.","ai_generated":true,"unit":"wwf-000355#insight-5","date_modified":"2026-10-23"},{"text":"There is a significant lack of centralised registers for tigers in captivity across the target countries, with the Czech Republic being the only exception.","ai_generated":true,"unit":"wwf-000355#insight-6","date_modified":"2026-10-23"},{"text":"Regulations for the disposal of deceased tigers are weak and inconsistent; rendering plants often provide limited information to authorities, failing to specify the species or marking of the specimen.","ai_generated":true,"unit":"wwf-000355#insight-7","date_modified":"2026-10-23"},{"text":"While most EU countries only allow licensed zoos to hold tigers, ten countries permit them in private facilities or circuses, and four countries (Czech Republic, France, Germany, and Spain) permit both.","ai_generated":true,"unit":"wwf-000355#insight-8","date_modified":"2026-10-23"},{"text":"In the Czech Republic, 62% of the 170 tigers held nationwide were in non-licensed facilities, such as private ownership or circuses.","ai_generated":true,"unit":"wwf-000355#insight-9","date_modified":"2026-10-23"},{"text":"EAZA-accredited zoos follow strict non-commercial population management through the EEP, where tigers cannot be sold or leased and transfers are for non-commercial purposes.","ai_generated":true,"unit":"wwf-000355#insight-10","date_modified":"2026-10-23"},{"text":"The report identifies France, Slovakia, and Spain as 'high risk' countries due to their domestic legislation allowing tigers in private facilities and their involvement in legal or illegal trade.","ai_generated":true,"unit":"wwf-000355#insight-11","date_modified":"2026-10-23"}],"climate_tags":["biodiversity conservation"],"geography_discussed":["Belgium","Czech Republic","France","Germany","Italy","United Kingdom","Thailand","Vietnam","People's Republic of China","Slovakia","Spain"],"frame_perspective":[],"analysis_type":["trade data analysis","policy review","situational analysis"]},{"id":"wwf-000582","url":"https://climateinsightsdirectory.org/document/wwf-000582","title":"Findings from survey in March 2020","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"report","language":"en","date_published":"2020","source_url":"https://www.worldwildlife.org/documents/559/5h33thcn55_GlobeScan_WWF_Coronavirus_Public_Opinion_Survey_Report_20200402.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds strong public support for closing illegal and unregulated wildlife markets in four of the five surveyed Asian markets to prevent future pandemics. While awareness of COVID-19 was nearly universal in March 2020, perceptions of the virus's origin and transmission varied by market. In Myanmar, the wildlife trade was identified as the most concerning global issue, whereas in Japan, climate change was the primary worry. The survey also highlights a trust gap between the perceived importance of national governments in combating the outbreak and the actual trust placed in them, with medical professionals being the most trusted actors overall.","ai_generated":true,"unit":"wwf-000582#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is very strong support for governments to close illegal and unregulated wildlife markets in Hong Kong SAR, Myanmar, Thailand, and Vietnam, with 93% of respondents in these markets likely or very likely to support such efforts.","ai_generated":true,"unit":"wwf-000582#insight-1","date_modified":"2026-10-23"},{"text":"A majority of respondents (79%) across the five markets believe that closing illegal and unregulated wildlife markets is an effective measure to prevent similar pandemic diseases in the future, with Myanmar showing the highest level of agreement at 68% believing it would be 'very effective'.","ai_generated":true,"unit":"wwf-000582#insight-2","date_modified":"2026-10-23"},{"text":"The closure of these markets is expected to significantly reduce future consumption; 41% of those who intend to buy wildlife products in the future say they would stop entirely if illegal and unregulated markets were closed.","ai_generated":true,"unit":"wwf-000582#insight-3","date_modified":"2026-10-23"},{"text":"Perceptions of the primary source of COVID-19 vary: 38% of total respondents believe wildlife are the primary source, while in Thailand, 41% identify a lack of hygiene as the primary source, and in Vietnam, medical experiments/research and wildlife are equally cited at 33% each.","ai_generated":true,"unit":"wwf-000582#insight-4","date_modified":"2026-10-23"},{"text":"There is a notable discrepancy between the perceived importance of national governments in fighting the outbreak and the trust they inspire; while 54% see the national government as the most important institution, only 44% trust them to combat the virus.","ai_generated":true,"unit":"wwf-000582#insight-5","date_modified":"2026-10-23"},{"text":"Medical professionals are the most trusted institution to combat the coronavirus across the surveyed markets, with a trust level of 56%.","ai_generated":true,"unit":"wwf-000582#insight-6","date_modified":"2026-10-23"},{"text":"In Myanmar, the usage and trade of wild animals and plants is the most concerning global issue (46%), whereas in Japan, climate change and global warming is the most mentioned issue within the top three concerns (62%).","ai_generated":true,"unit":"wwf-000582#insight-7","date_modified":"2026-10-23"},{"text":"Past purchase behavior in open wildlife markets was reported by 9% of respondents across the five markets, with live birds (46%), snakes (34%), and bats (23%) being the most commonly purchased species.","ai_generated":true,"unit":"wwf-000582#insight-8","date_modified":"2026-10-23"},{"text":"Awareness of COVID-19 was nearly universal (99%) in early March 2020, with news channels (64%) being the primary source of information.","ai_generated":true,"unit":"wwf-000582#insight-9","date_modified":"2026-10-23"}],"climate_tags":["climate change"],"geography_discussed":["People's Republic of China"],"frame_perspective":[],"analysis_type":["public opinion survey","quantitative analysis"]},{"id":"wwf-000942","url":"https://climateinsightsdirectory.org/document/wwf-000942","title":"INTERNATIONAL SILENCE OF THE SNARES","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"report","language":"en","date_published":"2020","source_url":"https://www.worldwildlife.org/documents/712/dndcz1okh_Southeast_Asia_Snaring_Crisis_WWF_9July2020_V2_LowRes.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report details a widespread snaring crisis in Southeast Asia, particularly in Cambodia, Lao PDR, and Viet Nam, where an estimated 12.3 million snares exist in protected areas. These indiscriminate traps threaten over 700 mammal species and disrupt critical ecosystem services like seed dispersal and nutrient cycling. The document links snaring to increased zoonotic disease risk due to the handling of high-risk taxa and highlights the role of urban demand for wildlife meat. It argues that current legal frameworks are insufficient, often lacking clear definitions of snares or penalties for possession, and recommends strengthening legislation, increasing ranger densities, and partnering with indigenous peoples to combat the crisis.","ai_generated":true,"unit":"wwf-000942#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"WWF estimates that there are over 12 million snares within the protected areas of Cambodia, Lao PDR, and Viet Nam, though the total number across Southeast Asia is likely much higher as these three countries represent only about 11% of the region's total protected area coverage.","ai_generated":true,"unit":"wwf-000942#insight-1","date_modified":"2026-10-23"},{"text":"Snaring is an indiscriminate hunting method impacting more than 700 mammal species in Southeast Asia, including 80% of the region's land mammal families and 12 terrestrial mammal species classified as Endangered or Critically Endangered in Cambodia, Lao PDR, and Viet Nam.","ai_generated":true,"unit":"wwf-000942#insight-2","date_modified":"2026-10-23"},{"text":"The use of snares increases the risk of zoonotic disease spillover because it facilitates close human contact with high-risk taxa, particularly ungulates and carnivores. Wild pigs, masked palm civets, and Sunda pangolins are specifically identified as high-risk species often targeted by snares.","ai_generated":true,"unit":"wwf-000942#insight-3","date_modified":"2026-10-23"},{"text":"Snaring-induced defaunation leads to 'empty forests' where the loss of large mammals disrupts essential ecosystem services, including seed dispersal, nutrient transport, and ecosystem engineering, which in turn can reduce forest carbon storage and increase extinction risks for plant species.","ai_generated":true,"unit":"wwf-000942#insight-4","date_modified":"2026-10-23"},{"text":"Widespread snaring of tigers and their prey has led to the functional extinction of tigers in Cambodia, Lao PDR, and Viet Nam, and continues to threaten remaining populations in other Southeast Asian countries.","ai_generated":true,"unit":"wwf-000942#insight-5","date_modified":"2026-10-23"},{"text":"Current legal frameworks in Southeast Asia are largely inadequate; only Malaysia legally defines a 'snare', and only Malaysia and Thailand explicitly prohibit the possession of snares in protected areas.","ai_generated":true,"unit":"wwf-000942#insight-6","date_modified":"2026-10-23"},{"text":"Ranger patrols alone are often insufficient to stop snaring due to low snare detectability, inadequate ranger numbers, and the low cost of replacing snares. Intelligence-led patrolling has been shown to increase detection rates by over 40% in some areas.","ai_generated":true,"unit":"wwf-000942#insight-7","date_modified":"2026-10-23"},{"text":"While commercial trade is the primary driver of snaring in protected areas, some local communities use snares for crop guarding. However, evidence suggests that modern wire and cable snares are not essential for subsistence hunting, which often relies on traditional methods.","ai_generated":true,"unit":"wwf-000942#insight-8","date_modified":"2026-10-23"},{"text":"There is a growing trend of foreign nationals entering Southeast Asian countries to hunt, driven by the depletion of game in their home countries. In some Malaysian operations, foreign nationals accounted for 40% to 60% of those arrested for poaching.","ai_generated":true,"unit":"wwf-000942#insight-9","date_modified":"2026-10-23"}],"climate_tags":["biodiversity loss","ecosystem service","environmental law","carbon capture and storage","indigenous people"],"geography_discussed":["Indonesia","Malaysia","Myanmar","Philippines","Thailand"],"frame_perspective":[],"analysis_type":["quantitative estimation","legal analysis","ecological assessment","socio-economic analysis"]},{"id":"wri-001806","url":"https://climateinsightsdirectory.org/document/wri-001806","title":"The Role of Domestic Budgets in Financing Climate Change Adaptation","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"research paper","language":"en","date_published":"2019-12-02","source_url":"https://files.wri.org/s3fs-public/uploads/Role_of_Domestic_Budgets_in_Financing_Paper_-_Global_Commission_on_Adaptation.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that domestic budgets are often the largest source of adaptation finance in developing countries but are systematically under-utilised due to technical, institutional, and political barriers. It introduces 'climate budgeting' as a set of interventions across the budget cycle—from preparation and approval to execution and oversight—to prioritise adaptation. Through case studies in the Philippines, Afghanistan, India, and Bangladesh, the paper demonstrates how tools like climate budget tagging and climate change impact appraisal (CCIA) can increase the volume and quality of adaptation spending. It concludes with recommendations for governments to mainstream adaptation into routine public financial management and for international funders to use domestic budgets as a delivery modality for climate finance.","ai_generated":true,"unit":"wri-001806#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Domestic budgets are frequently the primary source of adaptation funding in developing countries, often exceeding international sources, yet they still fall short of projected needs.","ai_generated":true,"unit":"wri-001806#insight-1","date_modified":"2026-10-23"},{"text":"Preventative investments in climate adaptation are linked to higher GDP growth rates compared to taking no action or relying on remedial responses.","ai_generated":true,"unit":"wri-001806#insight-2","date_modified":"2026-10-23"},{"text":"Technical barriers to adaptation financing include definitional ambiguity regarding what constitutes adaptation and the difficulty of quantifying the economic returns of such investments.","ai_generated":true,"unit":"wri-001806#insight-3","date_modified":"2026-10-23"},{"text":"Institutional barriers include the perception of climate change as solely an environmental ministry issue, which leads to insufficient engagement from the ministries of finance and planning that control resources.","ai_generated":true,"unit":"wri-001806#insight-4","date_modified":"2026-10-23"},{"text":"Political counter-incentives exist because adaptation returns often occur in future election cycles, and politicians may gain more political capital from disaster response than from prevention.","ai_generated":true,"unit":"wri-001806#insight-5","date_modified":"2026-10-23"},{"text":"Climate budgeting can be integrated at various stages of the budget cycle, including public investment appraisal (CCIA), macroeconomic forecasting, budget guidelines, and expenditure tracking via tagging systems.","ai_generated":true,"unit":"wri-001806#insight-6","date_modified":"2026-10-23"},{"text":"The Philippines has successfully used 'Programme Convergence Budgeting' to coordinate multiple agencies under a single 'Climate Change Adaptation and Risk Resilience Program', contributing to a 22% compound annual growth rate in national adaptation appropriations from 2016 to 2019.","ai_generated":true,"unit":"wri-001806#insight-7","date_modified":"2026-10-23"},{"text":"In India, the states of Odisha and Chhattisgarh have used Climate Change Impact Appraisal (CCIA) to identify vulnerable investments and redesign programmes to enhance adaptation benefits.","ai_generated":true,"unit":"wri-001806#insight-8","date_modified":"2026-10-23"},{"text":"Afghanistan's Ministry of Finance implemented national climate budgeting guidelines, focusing on a few key ministries to efficiently identify investments that support resilience or are vulnerable to climate risks.","ai_generated":true,"unit":"wri-001806#insight-9","date_modified":"2026-10-23"},{"text":"In Bangladesh, civil society coalitions have used the government's Climate Budget Report to pressure the state for a 5% increase in climate-relevant budget shares and better reporting on the quality of spending.","ai_generated":true,"unit":"wri-001806#insight-10","date_modified":"2026-10-23"},{"text":"Effective climate budgeting requires anchoring reforms in existing public financial management (PFM) processes rather than creating parallel systems, and requires leadership from central bodies like ministries of finance.","ai_generated":true,"unit":"wri-001806#insight-11","date_modified":"2026-10-23"},{"text":"International climate finance should increasingly use domestic budgets as a delivery modality, including through budget support and 'top-ups' to government-financed development expenditure.","ai_generated":true,"unit":"wri-001806#insight-12","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","climate finance"],"geography_discussed":["Philippines","India","Odisha","Chhattisgarh","Assam","Afghanistan","Bangladesh","Nepal","Samoa","Seychelles","Tanzania","Uganda","Vanuatu","Thailand","Africa","Pakistan","Belize","Saint Lucia"],"frame_perspective":[],"analysis_type":["policy analysis","case study","fiscal assessment"]},{"id":"iisd-002195","url":"https://climateinsightsdirectory.org/document/iisd-002195","title":"How to Target Electricity and LPG Subsidies in India","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2019-12","source_url":"https://www.iisd.org/system/files/publications/target-electricity-lpg-subsidies-india-step-1.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines the high cost and regressive nature of India's energy consumption subsidies, which totaled INR 87,830 crore (USD 13.1 billion) in 2017. It highlights a critical knowledge gap, as the last comprehensive distributional analysis is based on 2011 census data. The document proposes several targeting mechanisms, including opt-out schemes, volumetric quotas, categorical targeting based on social or geographic criteria, and the use of proxy means testing via income and asset data. It specifically analyzes the Ujjwala scheme's success in connection targeting and the challenges of sustained LPG usage among the poor due to ongoing consumption costs.","ai_generated":true,"unit":"iisd-002195#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In 2017, India's electricity and LPG consumption subsidies cost INR 87,830 crore (USD 13.1 billion).","ai_generated":true,"unit":"iisd-002195#insight-1","date_modified":"2026-10-23"},{"text":"Electricity consumption subsidies are the largest energy subsidies in India, representing 49 per cent of all quantifiable central government energy subsidies in FY 2017/18, totaling INR 74,925 crore (USD 11.2 billion).","ai_generated":true,"unit":"iisd-002195#insight-2","date_modified":"2026-10-23"},{"text":"Historical data from 2010 indicates that electricity subsidies in India were regressive, with the poorest quintile receiving only 14 per cent of the benefits.","ai_generated":true,"unit":"iisd-002195#insight-3","date_modified":"2026-10-23"},{"text":"The PAHAL cash transfer scheme is the largest single petroleum product subsidy in India, estimated at INR 12,905 crore (USD 1.9 billion) in FY 2017/18.","ai_generated":true,"unit":"iisd-002195#insight-4","date_modified":"2026-10-23"},{"text":"The Ujjwala scheme has been relatively successful in targeting the poorest for LPG connections, with 48 per cent of beneficiaries falling within the poorest 40 per cent of households based on self-reported income in Jharkhand and Chhattisgarh.","ai_generated":true,"unit":"iisd-002195#insight-5","date_modified":"2026-10-23"},{"text":"Despite LPG ownership, fuel stacking remains prevalent; in a 2018 survey of rural households in Bihar, Madhya Pradesh, Rajasthan and Uttar Pradesh, 73 per cent of those with LPG stoves still used traditional chulha stoves for some or all cooking.","ai_generated":true,"unit":"iisd-002195#insight-6","date_modified":"2026-10-23"},{"text":"The 'Give It Up' opt-out campaign for LPG has had limited impact on targeting, with only around 5 per cent of active connections de-registering.","ai_generated":true,"unit":"iisd-002195#insight-7","date_modified":"2026-10-23"},{"text":"Income-based targeting for LPG, which excludes households with an annual income above INR 1 million, has restricted less than 1 per cent of active connections.","ai_generated":true,"unit":"iisd-002195#insight-8","date_modified":"2026-10-23"},{"text":"There is a significant data gap in India's energy policy, as the last comprehensive distributional analysis of energy consumption subsidies is based on the 2011 census.","ai_generated":true,"unit":"iisd-002195#insight-9","date_modified":"2026-10-23"},{"text":"The report suggests that volumetric targeting for LPG could be improved by reducing the current annual quota of 12 cylinders, noting that the median purchase for Ujjwala households is five cylinders per year.","ai_generated":true,"unit":"iisd-002195#insight-10","date_modified":"2026-10-23"}],"climate_tags":["energy access","clean cooking","fossil fuel subsidy","social protection","energy transition","energy efficiency","poverty reduction"],"geography_discussed":["Jharkhand","Chhattisgarh","Odisha","Andhra Pradesh","West Bengal","Delhi","Mizoram","Nagaland","Thailand","Indonesia"],"frame_perspective":[],"analysis_type":["policy review","distributional analysis","fiscal assessment"]},{"id":"chanmar-000092","url":"https://climateinsightsdirectory.org/document/chanmar-000092","title":"Where do brands stand on viscose ?","publisher":{"name":"Changing Markets Foundation","organization":"changing-markets-foundation"},"document_type":"report","language":"en","date_published":"2019-11-19","source_url":"https://changingmarkets.org/wp-content/uploads/2023/10/CM_BRAND_TABLE_WEB_DIRTY_FASHION_DISRUPTED_LEADERS_AND_LAGGARDS_REVEALED_FINAL_DEC_2019.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document provides a detailed audit of global brands' engagement with sustainable viscose production. It highlights a significant gap in transparency, as most brands disclose Tier 1 suppliers but fail to reveal the Tier 3 and 4 viscose fibre producers. While several brands have signed the Changing Markets Roadmap and committed to 'closed-loop' manufacturing by 2023-2025, many others lack specific viscose policies or chemical management standards like the ZDHC MRSL. A small group of 'frontrunners' such as Esprit, Tesco, and Marks and Spencer provide detailed lists of fibre suppliers, including major producers like Lenzing and Aditya Birla.","ai_generated":true,"unit":"chanmar-000092#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"A small number of brands provide high levels of transparency by disclosing their viscose fibre suppliers (Tier 3/4), whereas most only disclose Tier 1 or 2 suppliers. Esprit, Tesco, and Marks and Spencer are among those that have disclosed specific fibre producers.","ai_generated":true,"unit":"chanmar-000092#insight-1","date_modified":"2026-10-23"},{"text":"Several brands have committed to transitioning their supply chains to 'closed-loop' manufacturing systems for man-made cellulosic fibres (MMCF) between 2023 and 2025, often aligning with the Changing Markets Roadmap or EU BAT standards. This includes commitments from Esprit, Marks and Spencer, ASOS, and New Look.","ai_generated":true,"unit":"chanmar-000092#insight-2","date_modified":"2026-10-23"},{"text":"The Zero Discharge of Hazardous Chemicals (ZDHC) Manufacturing Restricted Substance List (MRSL) is a primary benchmark for chemical management used by many brands, including H&M, Inditex, and Next, though some brands like Otto Group and Aldi South are not ZDHC signatories despite pledging to adhere to the MRSL.","ai_generated":true,"unit":"chanmar-000092#insight-3","date_modified":"2026-10-23"},{"text":"Lenzing and Aditya Birla are identified as the dominant viscose fibre suppliers for a vast majority of the brands analyzed, including H&M, ASOS, New Look, and Puma.","ai_generated":true,"unit":"chanmar-000092#insight-4","date_modified":"2026-10-23"}],"climate_tags":["Global supply chain governance","water pollution"],"geography_discussed":["People's Republic of China","India","Indonesia","Austria","Germany","Thailand"],"frame_perspective":[],"analysis_type":["corporate audit","transparency assessment"]},{"id":"sei-001842","url":"https://climateinsightsdirectory.org/document/sei-001842","title":"Strategy 2020–24 Knowledge for action","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":"2019-11","source_url":"https://www.sei.org/wp-content/uploads/2019/11/sei-strategy-2020%E2%80%9324-report-web.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Stockholm Environment Institute (SEI) Strategy 2020–24 focuses on bridging science, policy, and practice to address global sustainability challenges. The institute identifies three primary impact areas: reducing climate risk, promoting sustainable resource use and resilient ecosystems, and improving health and well-being. To achieve these, SEI employs a theory of change centered on changing agendas, enhancing capacities, and improving decisions. The strategy emphasizes the use of data science, the development of decision-support tools, and the implementation of programmatic hubs called 'Initiatives' to tackle specific issues like carbon lock-in and bioeconomy pathways. Operationally, SEI utilizes a distributed network of centres across five continents to ensure regional relevance and North-South/South-South knowledge exchange. The institute also commits to an environmental policy aiming to reduce its per capita carbon travel footprint by at least 25% between 2017 and 2024.","ai_generated":true,"unit":"sei-001842#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"SEI has identified three universal impact areas for 2020–24: reduced climate risk, sustainable resource use and resilient ecosystems, and improved health and well-being.","ai_generated":true,"unit":"sei-001842#insight-1","date_modified":"2026-10-23"},{"text":"To reduce climate risk, SEI prioritizes supporting governments with national climate plans (NDCs), strengthening adaptation and disaster risk reduction decision-making, and facilitating industrial transitions away from fossil fuels.","ai_generated":true,"unit":"sei-001842#insight-2","date_modified":"2026-10-23"},{"text":"SEI's approach to sustainable resource use includes promoting sustainable bioeconomy strategies, holistic water resource management, and using the Trase platform to map commodity supply chains to address deforestation and biodiversity risk.","ai_generated":true,"unit":"sei-001842#insight-3","date_modified":"2026-10-23"},{"text":"In the area of health and well-being, SEI focuses on enhancing air quality in low- and middle-income countries, scaling up sustainable sanitation solutions, and integrating health into city planning and disaster response.","ai_generated":true,"unit":"sei-001842#insight-4","date_modified":"2026-10-23"},{"text":"The institute operates under a theory of change that seeks to generate three types of outcomes: changing formal and informal policy agendas, strengthening organizational and stakeholder capacities, and improving decisions in public policy, finance, and business.","ai_generated":true,"unit":"sei-001842#insight-5","date_modified":"2026-10-23"},{"text":"SEI has established several programmatic 'Initiatives' to mobilize expertise, including 'Tackling Carbon Lock-in' to address barriers to the fossil-fuel transition and 'Bioeconomy Pathways' to govern the shift to bio-based economies.","ai_generated":true,"unit":"sei-001842#insight-6","date_modified":"2026-10-23"},{"text":"The institute utilizes a distributed structure with centres on five continents to ground research in local realities and enable North-South, South-South, and South-North learning.","ai_generated":true,"unit":"sei-001842#insight-7","date_modified":"2026-10-23"},{"text":"SEI aims to reduce its environmental impact by decreasing its per capita carbon travel footprint by at least 25% from 2017 to 2024.","ai_generated":true,"unit":"sei-001842#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change","climate risk","climate change adaptation","greenhouse gas emissions","decarbonization","Nationally Determined Contributions","climate finance","biobased economy","water management","biodiversity","deforestation","circular economy","air pollution","sustainable consumption","Sustainable Development Goals","energy transition","fossil fuel"],"geography_discussed":["Sweden","Myanmar","Kenya","Thailand","Estonia","United States","United Kingdom","Colombia"],"frame_perspective":[],"analysis_type":["strategic planning","policy framework"]},{"id":"sei-002250","url":"https://climateinsightsdirectory.org/document/sei-002250","title":"Disaster and climate-induced migration and displacement","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"fact sheet","language":"en","date_published":"2019-11","source_url":"https://www.sei.org/wp-content/uploads/2020/04/disaster-and-climate-induced-migration-and-displacement.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Stockholm Environment Institute (SEI) investigates the drivers of disaster displacement, particularly in the Asia-Pacific region, where the majority of such displacement occurs. SEI's work focuses on the vulnerabilities of poor populations, the impacts of both slow and rapid-onset risks, and the evaluation of displacement policies like planned relocations. Key projects include studying the effects of Typhoon Haiyan in the Philippines, analyzing flood-induced mobility in Southeast Asia, and researching the specific challenges faced by people with disabilities during displacement. SEI also collaborates with international bodies such as the IOM and UNCCD to address the links between land degradation, desertification, and forced migration.","ai_generated":true,"unit":"sei-002250#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Disaster displacement is most prevalent in the Asia-Pacific region, and is expected to increase as climate change intensifies environmental hazards, particularly within developing countries.","ai_generated":true,"unit":"sei-002250#insight-1","date_modified":"2026-10-23"},{"text":"Disaster displacement is driven by a combination of environmental hazards and unsustainable development factors, including poverty, conflict, rapid urbanization, poor urban planning, and insufficient social services.","ai_generated":true,"unit":"sei-002250#insight-2","date_modified":"2026-10-23"},{"text":"The process of relocating displaced populations can lead to 'displacement-induced displacement,' where host communities are forced from their land to make room for the construction of housing for those already displaced by disasters or climate risks.","ai_generated":true,"unit":"sei-002250#insight-3","date_modified":"2026-10-23"},{"text":"Migration serves as a dual-edged sword: while it can be a vital adaptation strategy for vulnerable people, forced or involuntary migration resulting from land degradation, drought, and desertification can increase socio-economic and environmental vulnerabilities.","ai_generated":true,"unit":"sei-002250#insight-4","date_modified":"2026-10-23"}],"climate_tags":["climate migration","disaster risk reduction","land tenure","desertification","land degradation","drought"],"geography_discussed":["Philippines","Laos","Thailand","Cambodia","Australia","Metro Manila"],"frame_perspective":[],"analysis_type":["policy analysis","socio-economic research"]},{"id":"sei-002304","url":"https://climateinsightsdirectory.org/document/sei-002304","title":"GENDER-TRANSFORMATIVE CLIMATE CHANGE ADAPTATION: ADVANCING SOCIAL EQUITY","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2019-10-02","source_url":"https://www.sei.org/wp-content/uploads/2019/11/gender-transformative-climate-change-adaptation.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The paper argues that ignoring gender and power inequalities in climate change adaptation is maladaptive and leads to further exclusion. It advocates for 'gender-transformative adaptation'—which seeks to change the fundamental attributes of a system and address the root causes of vulnerability—across the natural environment, food security, sustainable cities, infrastructure, industry, and finance. The authors highlight how intersecting inequalities (income, ethnicity, age, etc.) compound vulnerability and recommend rigorous, participatory gender analyses to inform policy and project design. Key findings include the risk of 'elite capture' in the green economy and the critical need for women's land and resource rights to enable nature-based solutions.","ai_generated":true,"unit":"sei-002304#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Broader political and economic structures often compromise local livelihoods through the extraction of resources by powerful actors, which disregards the interests of small producers and poor households, particularly women.","ai_generated":true,"unit":"sei-002304#insight-1","date_modified":"2026-10-23"},{"text":"Intersecting inequalities, including gender, low income, migrant status, sexuality, ethnic background, age, and disability, collectively undermine the assets, opportunities, and adaptive capacities of individuals.","ai_generated":true,"unit":"sei-002304#insight-2","date_modified":"2026-10-23"},{"text":"Patriarchal practices and inequitable access to resources restrict women's autonomy and voices, which increases their vulnerability as climate hazards intensify.","ai_generated":true,"unit":"sei-002304#insight-3","date_modified":"2026-10-23"},{"text":"Climate change programs under the 'green economy'—such as industrial agriculture and carbon markets—risk 'elite capture' and the re-masculinization of opportunities, which can sanction existing gender, class, and ethnic exclusions.","ai_generated":true,"unit":"sei-002304#insight-4","date_modified":"2026-10-23"},{"text":"Efforts to 'climate-proof' industry supply chains frequently ignore unequal power relations, which can lead to exploitative labor practices and social injustice.","ai_generated":true,"unit":"sei-002304#insight-5","date_modified":"2026-10-23"},{"text":"Women's rights to access and control natural resources are essential for the success of nature-based adaptation solutions, yet these rights are often limited by customary or religious laws.","ai_generated":true,"unit":"sei-002304#insight-6","date_modified":"2026-10-23"},{"text":"In agricultural contexts, women often lack the capital for irrigation and face 'time poverty' due to disproportionate care burdens, both of which inhibit their adaptive capacities.","ai_generated":true,"unit":"sei-002304#insight-7","date_modified":"2026-10-23"},{"text":"Urban planning often fails to account for gendered needs; for example, public cooling centers during heat waves may be inaccessible to low-income women who spend more time in the home due to care activities.","ai_generated":true,"unit":"sei-002304#insight-8","date_modified":"2026-10-23"},{"text":"Infrastructure deficits in water, sanitation, and hygiene (WASH) disproportionately affect women and girls, and these services are less likely to receive private or public-private partnership financing compared to energy or transport.","ai_generated":true,"unit":"sei-002304#insight-9","date_modified":"2026-10-23"},{"text":"Climate finance remains gender-blind or sub-optimized; for instance, OECD data from 2014 showed that only 3% of climate overseas development assistance had gender equality as a primary objective.","ai_generated":true,"unit":"sei-002304#insight-10","date_modified":"2026-10-23"}],"climate_tags":["social equity","nature-based solutions","climate finance","food security","Climate-smart agriculture","urban planning","intersectionality","gender mainstreaming"],"geography_discussed":["India","Rwanda","Mexico","Democratic Republic of the Congo","Nepal","Uganda","Guyana","Ghana","Vietnam","Botswana","Morocco","Kenya","Tanzania","Senegal","Bolivia","Colombia","Bangladesh","Thailand","Philippines","Costa Rica","Sweden"],"frame_perspective":[],"analysis_type":["literature review","policy analysis"]},{"id":"wri-001744","url":"https://climateinsightsdirectory.org/document/wri-001744","title":"GENDER-TRANSFORMATIVE CLIMATE CHANGE ADAPTATION: ADVANCING SOCIAL EQUITY","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"research paper","language":"en","date_published":"2019-10-02","source_url":"https://files.wri.org/s3fs-public/uploads/Gender_Transformative_Climate_Adaptation_Paper_-_Global_Commission_on_Adaptation.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The paper argues that ignoring gender and power inequalities in climate adaptation is maladaptive and recommends transforming social structures to ensure equitable resilience. It analyzes six key systems—natural environment, food security, sustainable cities, infrastructure, industry, and finance—demonstrating how patriarchal norms and intersecting inequalities (such as class, ethnicity, and age) disproportionately burden women and marginalized groups. The authors advocate for rigorous gender analyses, the redistribution of care work, and the inclusion of diverse voices in decision-making to move beyond tokenistic gender mainstreaming toward systemic, gender-transformative change.","ai_generated":true,"unit":"wri-001744#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Broader political and economic structures often compromise local livelihoods through the extraction of resources by powerful actors, which disproportionately harms small producers and poor households, including women.","ai_generated":true,"unit":"wri-001744#insight-1","date_modified":"2026-10-23"},{"text":"Intersecting inequalities—including gender, low income, migrant status, sexuality, ethnicity, age, and disability—combine to undermine the assets, opportunities, and adaptive capacities of individuals.","ai_generated":true,"unit":"wri-001744#insight-2","date_modified":"2026-10-23"},{"text":"Patriarchal social practices restrict women's autonomy and voices, which increases their vulnerability as climate change hazards intensify.","ai_generated":true,"unit":"wri-001744#insight-3","date_modified":"2026-10-23"},{"text":"Climate change programs associated with the 'green economy,' such as carbon markets and industrial agriculture, risk 'elite capture' and the re-masculinization of opportunities, which can reinforce existing exclusions.","ai_generated":true,"unit":"wri-001744#insight-4","date_modified":"2026-10-23"},{"text":"In the natural environment, women's lack of legal land and resource rights hinders nature-based adaptation; however, where women have secure rights, they contribute significantly to biodiversity and forest restoration.","ai_generated":true,"unit":"wri-001744#insight-5","date_modified":"2026-10-23"},{"text":"In agriculture, women often lack access to irrigation and capital, yet when they control these resources, they tend to plant a more diverse range of crops, which enhances household food security and economic resilience.","ai_generated":true,"unit":"wri-001744#insight-6","date_modified":"2026-10-23"},{"text":"Urban planning often fails to account for gendered mobility and care-work travel patterns, and marginalized groups, including transgender women, are frequently excluded from post-disaster housing and relief efforts.","ai_generated":true,"unit":"wri-001744#insight-7","date_modified":"2026-10-23"},{"text":"Infrastructure deficits in water, sanitation, and hygiene (WASH) disproportionately affect women and girls, yet these transformative investments are less likely to receive private or public-private partnership financing compared to energy or transport.","ai_generated":true,"unit":"wri-001744#insight-8","date_modified":"2026-10-23"},{"text":"Climate-proofing industrial supply chains often prioritizes flexibility and diversification, which can lead to precarious labor conditions, low wages, and job insecurity for semi-skilled women workers.","ai_generated":true,"unit":"wri-001744#insight-9","date_modified":"2026-10-23"},{"text":"Climate finance remains gender-blind or treats gender as an afterthought; for example, OECD data from 2014 showed only 3% of climate overseas development assistance had gender equality as a primary objective.","ai_generated":true,"unit":"wri-001744#insight-10","date_modified":"2026-10-23"}],"climate_tags":["climate finance","nature-based solutions","food security","Climate-smart agriculture","gender equality","social equity","intersectionality","disaster risk reduction"],"geography_discussed":["India","Rwanda","Mexico","Democratic Republic of the Congo","Nepal","Uganda","Guyana","Ghana","Vietnam","Botswana","Morocco","People's Republic of China","Kenya","Tanzania","Senegal","Bolivia","Colombia","Bangladesh","Thailand","Philippines","Azerbaijan","Grenada","Pakistan","Costa Rica","Sweden","Indonesia"],"frame_perspective":[],"analysis_type":["literature review","policy analysis","case study analysis"]},{"id":"chanmar-000068","url":"https://climateinsightsdirectory.org/document/chanmar-000068","title":"Pescando una catástrofe","publisher":{"name":"Changing Markets Foundation","organization":"changing-markets-foundation"},"document_type":"executive summary","language":"es","date_published":"2019-10","source_url":"https://changingmarkets.org/wp-content/uploads/2023/10/CM-EX-SUMMARY-SPANISH-FINAL-WEB-FISHING-FOR-CATASTROPHE-2019-.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report argues that the production of fish meal and fish oil (FMFO) for aquaculture is precipitating the collapse of fish populations and threatening food security in regions like India, Vietnam, and Gambia. It maps supply chains linking unsustainable and often illegal fishing practices to major European retailers and global aquafeed companies, while critiquing the Marine Ingredients Organisation (IFFO) for providing a 'smoke screen' of sustainability through its certifications. The document recommends a transition away from wild-caught fish in aquafeeds toward sustainable alternatives and the cultivation of species that do not require FMFO.","ai_generated":true,"unit":"chanmar-000068#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The production of fish meal and fish oil (FMFO) for global aquaculture is causing fish populations to collapse, which in turn threatens food security and destroys the socio-economic fabric of coastal communities.","ai_generated":true,"unit":"chanmar-000068#insight-1","date_modified":"2026-10-23"},{"text":"In India, FMFO plants are capitalizing on the capture of juvenile fish, damaged fish, and species not previously used for fishing, leading to ecosystem imbalances and the collapse of traditional species like sardines.","ai_generated":true,"unit":"chanmar-000068#insight-2","date_modified":"2026-10-23"},{"text":"Vietnam's FMFO industry is characterized by uncontrolled overfishing, unauthorized transshipments at sea, and a lack of reporting of catches to authorities, leading to declining fish populations and regional tensions due to fishing in foreign waters.","ai_generated":true,"unit":"chanmar-000068#insight-3","date_modified":"2026-10-23"},{"text":"In Gambia, the FMFO industry is operating at a scale where a single plant's combined catch represented approximately 40% of the country's total reported fish catches in 2016, with much of the product exported to China via a black market in Vietnam to bypass food safety controls.","ai_generated":true,"unit":"chanmar-000068#insight-4","date_modified":"2026-10-23"},{"text":"The Marine Ingredients Organisation (IFFO) is described as an unfit certification body because its membership and certifications act as a 'smoke screen' for sustainability, masking the true impacts of using wild fish in aquaculture.","ai_generated":true,"unit":"chanmar-000068#insight-5","date_modified":"2026-10-23"},{"text":"Major European retailers in the UK, France, Germany, the Netherlands, and Spain are linked to unsustainable FMFO supply chains through their procurement from aquafeed companies and seafood processors.","ai_generated":true,"unit":"chanmar-000068#insight-6","date_modified":"2026-10-23"}],"climate_tags":["aquaculture","food security","Global supply chain governance"],"geography_discussed":["People's Republic of China","Norway","Scotland","Peru","Mauritania","Europe","United Kingdom","France","Germany","Netherlands","Spain","United States","Canada","Chile","Thailand","Saudi Arabia","Tunisia"],"frame_perspective":[],"analysis_type":["supply chain mapping","field research","policy assessment"]},{"id":"gclifun-006119","url":"https://climateinsightsdirectory.org/document/gclifun-006119","title":"Enabling readiness for up scaling investments in Building Energy Efficiency for achieving NDC goals in Thailand","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2019-09-09","source_url":"https://www.greenclimate.fund/sites/default/files/document/readiness-proposals-thailand-unep-ctcn-strategic-frameworks_0.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document is a GCF Readiness proposal for Thailand, implemented by the UN Environment Programme's Climate Technology Centre and Network (CTCN). It aims to address barriers to the adoption of the 2009 Building Energy Code (BEC) by providing techno-economic recommendations and capacity building. The project focuses on five building types (offices, hotels, department stores, medical centers, and condominiums) over 2,000 m2. Key planned activities include establishing energy and GHG baselines, conducting financial and technical assessments of available technologies, performing energy audits on existing buildings for retrofitting, and developing a Measurement, Report and Verification (MRV) framework. The project also includes the creation of three handbooks for local authorities, practitioners, and investors to enhance the enforcement and implementation of BEC standards.","ai_generated":true,"unit":"gclifun-006119#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Thailand's NDC Road Map targets a total GHG emission reduction of 115.6 million tonnes from business as usual by 2030, with 113 million tonnes to be achieved through renewable energy and energy efficiency. Of this, buildings are estimated to contribute a reduction of 26.1 million tonnes.","ai_generated":true,"unit":"gclifun-006119#insight-1","date_modified":"2026-10-23"},{"text":"The 2009 Building Energy Code (BEC) provides mandatory minimum energy standards for new buildings, but its adoption is hindered by a lack of human capacity and a lack of techno-economic recommendations regarding cost-efficient technologies.","ai_generated":true,"unit":"gclifun-006119#insight-2","date_modified":"2026-10-23"},{"text":"The project will target five specific building types with floor areas exceeding 2,000 m2: offices, hotels, department stores, medical centers, and condominiums.","ai_generated":true,"unit":"gclifun-006119#insight-3","date_modified":"2026-10-23"},{"text":"The proposal includes the development of a Measurement, Report and Verification (MRV) framework to assess and report on the climate impact of BEC implementation for both new and existing buildings.","ai_generated":true,"unit":"gclifun-006119#insight-4","date_modified":"2026-10-23"},{"text":"To facilitate the expansion of the BEC to existing buildings, the project will conduct detailed energy audits to provide technology recommendations and policy revisions for retrofitting.","ai_generated":true,"unit":"gclifun-006119#insight-5","date_modified":"2026-10-23"},{"text":"The project will produce three targeted handbooks to increase awareness and compliance: one for local authorities on enforcement and bylaws, one for practitioners on technology options, and one for investors and banks on costing and financial risks.","ai_generated":true,"unit":"gclifun-006119#insight-6","date_modified":"2026-10-23"}],"climate_tags":["energy efficient building","Nationally Determined Contributions","greenhouse gas emissions","measurement, reporting, and verification","climate finance","Deep energy retrofit","renewable energy"],"geography_discussed":["Denmark"],"frame_perspective":[],"analysis_type":["policy proposal","technical assessment"]},{"id":"glorespar-000133","url":"https://climateinsightsdirectory.org/document/glorespar-000133","title":"A RACE WE CAN WIN","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"report","language":"en","date_published":"2019-09-03","source_url":"https://www.globalresiliencepartnership.org/wp-content/uploads/2020/11/stepping-up-actions-to-deliver-a-resilient-future-outcome-document.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report outlines key priorities for building climate resilience in the Asia-Pacific, emphasizing a systems approach to adaptation, the necessity of intersectional and inclusive programming, and the scaling of innovative blended finance. It advocates for shifting from reactive disaster response to proactive preparedness through early warning systems and nature-based solutions, while ensuring local communities are central to decision-making.","ai_generated":true,"unit":"glorespar-000133#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Asia-Pacific region is highly vulnerable to climate change, containing 10 of the 16 most vulnerable countries globally and 5 of the most at-risk Small Island Development States. Between 1998 and 2017, climate-related disasters accounted for 91% of all major recorded events, with climate extremes causing an average of USD 127 billion in annual damage and affecting 152 million people in Asia and the Pacific over the last decade.","ai_generated":true,"unit":"glorespar-000133#insight-1","date_modified":"2026-10-23"},{"text":"There is an urgent need for the international development community to adopt a systems approach to climate adaptation. Without this holistic perspective, planners may miss critical enabling conditions, which can lead to unsustainable activities or unanticipated negative impacts.","ai_generated":true,"unit":"glorespar-000133#insight-2","date_modified":"2026-10-23"},{"text":"Resilience building must utilize an intersectionality lens to address the diverse needs of marginalized groups, including people with disabilities, different ethnicities, castes, and age groups. The document argues that no policy should be decided without the direct participation of the affected groups, stating \"Nothing about us without us.\"","ai_generated":true,"unit":"glorespar-000133#insight-3","date_modified":"2026-10-23"},{"text":"Investment must shift from reactive recovery to proactive preparedness. This includes strengthening inclusive early warning systems (EWS) and climate information services, as well as decentralizing budgets and decision-making to empower local governance and ensure warnings reach the most vulnerable.","ai_generated":true,"unit":"glorespar-000133#insight-4","date_modified":"2026-10-23"},{"text":"Nature-based Solutions (NbS) are presented as essential for meeting climate challenges and enhancing adaptive capacity. The report notes that conventional structural measures can actually hinder the better management of ecosystems during climate mitigation efforts.","ai_generated":true,"unit":"glorespar-000133#insight-5","date_modified":"2026-10-23"},{"text":"Financial innovation is required to bridge the gap in resilience funding, specifically through replicable blended finance structures that combine public and private capital. Key instruments identified as catalytic include green bonds, concessional lending, risk sharing instruments, and dedicated response funds.","ai_generated":true,"unit":"glorespar-000133#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate resilience","climate change adaptation","Blended Finance","early warning system","nature-based solutions","intersectionality","disaster risk reduction","climate bond","climate finance","social protection"],"geography_discussed":["Thailand","Nepal","World"],"frame_perspective":[],"analysis_type":["policy recommendations","outcome document"]},{"id":"iisd-000766","url":"https://climateinsightsdirectory.org/document/iisd-000766","title":"ASEAN Guidelines and Action Plan on Responsible Investment in Food, Agriculture and Forestry: Workshop on Operationalizing the Action Plan","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2019-09-03","source_url":"https://www.iisd.org/publications/report/asean-guidelines-and-action-plan-responsible-investment-food-agriculture-and","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report details a workshop held in July 2019 to discuss the implementation of the ASEAN Guidelines for Responsible Investment in Food, Agriculture and Forestry, which were adopted in October 2018 to promote sustainability-driven investments in the region.","ai_generated":true,"unit":"iisd-000766#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The ASEAN Guidelines for Responsible Investment in Food, Agriculture and Forestry, adopted in October 2018, are voluntary and based on the Committee on World Food Security's Principles for Responsible Agriculture and Food Systems (CFS-FAI). They aim to address the specific needs of Southeast Asian countries and provide a framework for stakeholders to support sustainable investments in food, agriculture, and forestry.","ai_generated":true,"unit":"iisd-000766#insight-1","date_modified":"2026-10-23"},{"text":"A workshop conducted in July 2019 in Bangkok brought together a diverse group of stakeholders, including private sector representatives, farmer organizations, civil society organizations, and ASEAN member state officials, to focus on the implementation of the Guidelines and the associated Action Plan.","ai_generated":true,"unit":"iisd-000766#insight-2","date_modified":"2026-10-23"}],"climate_tags":["sustainable agriculture","forestry","food security"],"geography_discussed":["Bangkok","Thailand","Africa"],"frame_perspective":[],"analysis_type":["workshop summary"]},{"id":"wri-001252","url":"https://climateinsightsdirectory.org/document/wri-001252","title":"ACHIEVING CLIMATE CHANGE ADAPTATION THROUGH INTEGRATED LANDSCAPE MANAGEMENT","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"research paper","language":"en","date_published":"2019-09-02","source_url":"https://files.wri.org/s3fs-public/uploads/Climate_Adaptation_Through_Integrated_Landscape_Management_Paper_-_Global_Commission_on_Adaptation.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document advocates for Integrated Landscape Management (ILM) as a critical mechanism to overcome the limitations of siloed sectoral approaches to climate change adaptation. It defines ILM as a process where diverse stakeholders collaborate to manage natural resources sustainably at a local scale, typically ranging from 100 to 10,000 km2. The authors identify five key features of effective ILM: multi-stakeholder institutions, structured cross-sector planning, synergistic interventions, aligned public policies, and coordinated investment portfolios. Using the Imarisha Naivasha initiative in Kenya as a case study, the paper demonstrates how ILM can resolve resource conflicts and build resilience. It concludes with recommendations for the Global Commission on Adaptation to foster ILM platforms, improve inter-agency planning, mobilize private sector investment, and build research systems for climate-resilient landscapes.","ai_generated":true,"unit":"wri-001252#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Siloed sectoral approaches to climate change adaptation often lead to resource conflicts, missed synergies, and limited scalability because government administrations and NGOs are typically organized by sector and jurisdiction.","ai_generated":true,"unit":"wri-001252#insight-1","date_modified":"2026-10-23"},{"text":"Effective Integrated Landscape Management (ILM) is characterized by five core elements: multi-stakeholder coordination institutions, structured cross-sector analysis and planning, synergistic farm and landscape interventions, aligned public policies, and coordinated investment portfolios.","ai_generated":true,"unit":"wri-001252#insight-2","date_modified":"2026-10-23"},{"text":"The Imarisha Naivasha initiative in Kenya's Lake Naivasha Basin illustrates the success of ILM, resulting in the protection of 70 kilometers of riparian zone, the planting of over 150,000 trees, and the rehabilitation of a sewage treatment plant to improve hydrological resilience.","ai_generated":true,"unit":"wri-001252#insight-3","date_modified":"2026-10-23"},{"text":"To enhance ecological and production resilience, landscapes require high diversity in land cover, land use, and species, which cushions communities from climatic shocks and provides 'famine foods' during adverse conditions.","ai_generated":true,"unit":"wri-001252#insight-4","date_modified":"2026-10-23"},{"text":"Private sector engagement is critical but currently underrepresented in ILM; only one quarter of 428 documented multi-stakeholder landscape partnerships involved private companies.","ai_generated":true,"unit":"wri-001252#insight-5","date_modified":"2026-10-23"},{"text":"The authors recommend that the Global Commission on Adaptation catalyze actions to strengthen ILM platforms, improve inter-agency planning, mobilize business community adaptation strategies, and build research systems for climate-resilient ILM.","ai_generated":true,"unit":"wri-001252#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","Climate-smart agriculture","water management","biodiversity conservation","climate finance","nature-based solutions","ecosystem-based adaptation","agroforestry","carbon sequestration"],"geography_discussed":["Kenya","United States","Mozambique","El Salvador","Philippines","Australia","Thailand","Rwanda","Ethiopia"],"frame_perspective":[],"analysis_type":["policy analysis","case study","literature review"]},{"id":"wri-001670","url":"https://climateinsightsdirectory.org/document/wri-001670","title":"Adaptation metrics: current landscape and evolving practices","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"research paper","language":"en","date_published":"2019-09-02","source_url":"https://files.wri.org/s3fs-public/uploads/Adaptation_Metrics_Paper_-_Global_Commission_on_Adaptation.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the challenges of measuring climate change adaptation, noting that most existing frameworks are designed for project-level monitoring rather than national or global assessment. It argues against a 'one-size-fits-all' metric, suggesting instead that metrics be tailored to specific purposes—such as identifying needs, tracking implementation, or assessing effectiveness. The paper highlights evolving practices in agriculture, urban planning (using the City of Melbourne as a case study), and multilateral development bank (MDB) financing, while recommending the integration of qualitative data, new technologies like earth observation, and alignment with the Sustainable Development Goals (SDGs) to improve the comparability and transparency of adaptation tracking.","ai_generated":true,"unit":"wri-001670#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Adaptation metrics are currently fragmented and lack a 'one-size-fits-all' solution because their selection must depend on the specific purpose, such as the allocation of funding versus learning, and the scale of communication.","ai_generated":true,"unit":"wri-001670#insight-1","date_modified":"2026-10-23"},{"text":"Most existing adaptation frameworks are designed for Monitoring and Evaluation (M&E) at the community, project, or sector level, which prevents consistent comparison and assessment at national and global scales.","ai_generated":true,"unit":"wri-001670#insight-2","date_modified":"2026-10-23"},{"text":"Composite indices for climate risk and vulnerability are highly sensitive to design choices—such as weighting and normalization—meaning different indices can produce vastly different country rankings for the same year.","ai_generated":true,"unit":"wri-001670#insight-3","date_modified":"2026-10-23"},{"text":"The Paris Agreement's global stocktake faces challenges in meeting criteria for a global assessment framework because it lacks transparent, consistent, or comparable metrics, relying instead on flexible national reporting.","ai_generated":true,"unit":"wri-001670#insight-4","date_modified":"2026-10-23"},{"text":"The Sustainable Development Goals (SDGs) and the Sendai Framework provide more robust models for global tracking than the Paris Agreement because they utilize quantitative indicators and monitoring systems designed for aggregation.","ai_generated":true,"unit":"wri-001670#insight-5","date_modified":"2026-10-23"},{"text":"In the agricultural sector, the Food and Agriculture Organization (FAO) proposes using existing SDG indicators to track adaptation and resilience, while emphasizing that qualitative indicators are necessary to complement numeric values.","ai_generated":true,"unit":"wri-001670#insight-6","date_modified":"2026-10-23"},{"text":"Urban adaptation metrics are most standardized in the 'risks' category (e.g., flood plains or tree canopy cover), whereas 'process' and 'impact' indicators remain highly context-specific and harder to aggregate globally.","ai_generated":true,"unit":"wri-001670#insight-7","date_modified":"2026-10-23"},{"text":"The City of Melbourne utilizes a mixture of quantitative data (e.g., Lidar for canopy cover) and qualitative data (e.g., community surveys on heat perception) to track adaptation and validate model assumptions.","ai_generated":true,"unit":"wri-001670#insight-8","date_modified":"2026-10-23"},{"text":"Multilateral Development Banks (MDBs) are moving toward a 'results chain' approach for resilience metrics, distinguishing between 'asset-level' resilience (the project itself) and 'system-level' resilience (the wider community or ecosystem).","ai_generated":true,"unit":"wri-001670#insight-9","date_modified":"2026-10-23"},{"text":"The World Bank is developing a two-dimension resilience rating system (graded A+ to D) to help private investors assess both the resilience of an investment and the extent to which that investment builds resilience for others.","ai_generated":true,"unit":"wri-001670#insight-10","date_modified":"2026-10-23"},{"text":"Technological advancements, specifically mobile phone-based surveys and earth observation data (such as the EU's Copernicus Programme), offer cost-effective ways to overcome data gaps in adaptation tracking.","ai_generated":true,"unit":"wri-001670#insight-11","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","Climate risk assessment","climate finance","Sustainable Development Goals","Paris Agreement","Climate-smart agriculture"],"geography_discussed":["Melbourne","Nepal","Thailand","Vietnam","Uruguay","Colombia","Guatemala","Kenya","Philippines","Uganda","Tanzania","Bangladesh"],"frame_perspective":[],"analysis_type":["landscape assessment","policy analysis","case study"]},{"id":"fordecl-000150","url":"https://climateinsightsdirectory.org/document/fordecl-000150","title":"NEW YORK DECLARATION ON FORESTS ENDORSER PERSPECTIVES REPORT","publisher":{"name":"Forest Declaration Assessment","organization":"forest-declaration-assessment"},"document_type":"report","language":"en","date_published":"2019-09","source_url":"https://forestdeclaration.org/wp-content/uploads/2021/10/NYDF-Endorser-Perspectives-Report_EN.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes perspectives from 84 NYDF endorsers, including governments, companies, NGOs, and indigenous peoples. It finds that while many individual actions have been taken, global deforestation has accelerated by 44% since 2014, and the world is not on track to meet its collective forest goals. The document identifies eight key lessons, emphasizing that high-level commitments must transition to measurable implementation supported by strong governance, secure land tenure for indigenous peoples, and a paradigm shift in forest finance to move from 'grey to green' investments.","ai_generated":true,"unit":"fordecl-000150#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Global forest loss has accelerated significantly since the 2014 signing of the New York Declaration on Forests, with deforestation increasing by 44%.","ai_generated":true,"unit":"fordecl-000150#insight-1","date_modified":"2026-10-23"},{"text":"The world is not on track to meet collective forest goals, with less than one-fifth of the Bonn Challenge restoration goal achieved and very few corporations meeting their 2020 deforestation-free supply commitments.","ai_generated":true,"unit":"fordecl-000150#insight-2","date_modified":"2026-10-23"},{"text":"Strong governance and policy act as both a primary enabling condition and a major barrier; weak political will, corruption, and lack of law enforcement frequently stall progress.","ai_generated":true,"unit":"fordecl-000150#insight-3","date_modified":"2026-10-23"},{"text":"Secure land tenure is a critical precondition for sustainable forest management and the elimination of conflict, yet much of the land stewarded by indigenous and local communities remains formally unrecognized.","ai_generated":true,"unit":"fordecl-000150#insight-4","date_modified":"2026-10-23"},{"text":"There is a severe imbalance in forest finance, with USD 777 billion spent on drivers of forest loss since 2010 compared to only USD 20 billion for protection, restoration, and sustainable development.","ai_generated":true,"unit":"fordecl-000150#insight-5","date_modified":"2026-10-23"},{"text":"Forests and improved land management are significantly underfunded in climate mitigation efforts, receiving only 2 percent of public mitigation finance despite their potential to provide up to a third of the climate mitigation solution.","ai_generated":true,"unit":"fordecl-000150#insight-6","date_modified":"2026-10-23"},{"text":"Implementation of deforestation-free commitments is slowed by systemic barriers, including distorted forest valuations that prioritize short-term profit over long-term ecological value.","ai_generated":true,"unit":"fordecl-000150#insight-7","date_modified":"2026-10-23"},{"text":"High-level individual leadership, or 'forest champions,' is essential for adopting and implementing commitments across organizations and industries.","ai_generated":true,"unit":"fordecl-000150#insight-8","date_modified":"2026-10-23"},{"text":"While monitoring technology has improved, a lack of open and transparent data remains a challenge for accountability, particularly in agricultural commodity supply chains for beef, palm oil, soy, paper, coffee, cocoa, and rubber.","ai_generated":true,"unit":"fordecl-000150#insight-9","date_modified":"2026-10-23"},{"text":"Nature-based solutions provide significant societal benefits and support multiple Sustainable Development Goals (SDGs), but these values are often not fully recognized by the governments and corporations driving forest loss.","ai_generated":true,"unit":"fordecl-000150#insight-10","date_modified":"2026-10-23"}],"climate_tags":["deforestation","forest restoration","climate change mitigation","nature-based solutions","Reducing emissions from deforestation and forest degradation","land tenure","climate finance","indigenous rights","Sustainable Development Goals","carbon sink","biodiversity conservation"],"geography_discussed":["Ecuador","Belgium","France","Argentina","Mexico","Nigeria","Costa Rica","Indonesia","Canada","Dominican Republic","Brazil","Kenya","United States","Guyana","Thailand","Peru","Honduras","Tanzania","Nepal"],"frame_perspective":[],"analysis_type":["progress assessment","stakeholder consultation","policy analysis"]},{"id":"fordecl-000151","url":"https://climateinsightsdirectory.org/document/fordecl-000151","title":"DECLARACIÓN DE NUEVA YORK SOBRE LOS BOSQUES","publisher":{"name":"Forest Declaration Assessment","organization":"forest-declaration-assessment"},"document_type":"report","language":"es","date_published":"2019-09","source_url":"https://forestdeclaration.org/wp-content/uploads/2019/09/NYDF-Endorser-Perspectives-Report_ES-low-res.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report evaluates the five-year progress of the New York Declaration on Forests (NYDF), concluding that while localized successes exist, global efforts are not on track to meet 2020 and 2030 goals. It identifies eight core lessons, emphasizing that political will, strong governance, and secure land tenure for indigenous peoples are critical for success. The document highlights a significant gap between high-level commitments and ground-level implementation, noting that deforestation has accelerated by up to 44% since 2014. It calls for a paradigm shift in financing, moving from 'grey' to 'green' finance, and a stronger integration of nature-based solutions into national climate agendas.","ai_generated":true,"unit":"fordecl-000151#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Global progress toward NYDF goals is insufficient, with tropical primary forest loss increasing by 44% compared to the 2002-2013 baseline, rising from 3.0 to 4.3 million hectares annually.","ai_generated":true,"unit":"fordecl-000151#insight-1","date_modified":"2026-10-23"},{"text":"There is a critical disconnect between high-level commitments and actual implementation; many companies are unlikely to meet their 2020 zero-deforestation supply chain goals.","ai_generated":true,"unit":"fordecl-000151#insight-2","date_modified":"2026-10-23"},{"text":"Strong governance and political will are identified as both the primary enabling conditions and the most significant obstacles to forest protection.","ai_generated":true,"unit":"fordecl-000151#insight-3","date_modified":"2026-10-23"},{"text":"Land tenure insecurity is a major driver of forest conflict; while indigenous peoples and local communities manage over 50% of the world's land, only 10% of these lands are legally recognized by national laws.","ai_generated":true,"unit":"fordecl-000151#insight-4","date_modified":"2026-10-23"},{"text":"Current financial flows are heavily skewed toward activities that drive deforestation; since 2010, $777 billion was spent on deforestation-causing activities, compared to only $20 billion for protection and restoration.","ai_generated":true,"unit":"fordecl-000151#insight-5","date_modified":"2026-10-23"},{"text":"Nature-based solutions are under-valued in economic models, with only 2% of public climate mitigation funding currently allocated to forests and land management.","ai_generated":true,"unit":"fordecl-000151#insight-6","date_modified":"2026-10-23"},{"text":"The report identifies a systemic failure in supply chain transparency, particularly for beef, palm oil, soy, paper, coffee, cocoa, and rubber, which hinders accountability.","ai_generated":true,"unit":"fordecl-000151#insight-7","date_modified":"2026-10-23"},{"text":"Indigenous peoples face increasing violence and criminalization while defending their territories, which discourages their participation in forest protection efforts.","ai_generated":true,"unit":"fordecl-000151#insight-8","date_modified":"2026-10-23"}],"climate_tags":["deforestation","forest restoration","nature-based solutions","Reducing emissions from deforestation and forest degradation","climate finance","land tenure","indigenous rights","sustainable agriculture","Global supply chain governance","carbon sink","biodiversity conservation","Sustainable Development Goals"],"geography_discussed":["Ecuador","Costa Rica","Belgium","France","Mexico","Nigeria","Dominican Republic","Argentina","Canada","Malaysia","Indonesia","Brazil","Peru","Kenya","Tanzania","Honduras","Bangladesh","Thailand","Guyana","Germany","Norway","California"],"frame_perspective":[],"analysis_type":["progress assessment","stakeholder consultation","policy analysis"]},{"id":"fordecl-000152","url":"https://climateinsightsdirectory.org/document/fordecl-000152","title":"RAPPORT DES SIGNATAIRES DE LA DÉCLARATION DE NEW YORK SUR LES FORÊTS","publisher":{"name":"Forest Declaration Assessment","organization":"forest-declaration-assessment"},"document_type":"report","language":"fr","date_published":"2019-09","source_url":"https://forestdeclaration.org/wp-content/uploads/2019/09/NYDF-Endorser-Perspectives-Report_FR-low-res.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report evaluates the experiences of over 80 NYDF signatories, including governments, companies, NGOs, and indigenous peoples. It finds that while individual projects show success, global progress is insufficient, with tropical deforestation increasing by 44% since 2014. The document identifies eight key lessons, emphasizing that high-level political will, multi-stakeholder partnerships, and secure land tenure for indigenous peoples are critical for success. It highlights systemic failures in finance, where investments in deforestation drivers vastly outweigh those for forest protection, and calls for a paradigm shift toward 'nature-based solutions' and 'green finance' to meet climate and biodiversity goals after 2020.","ai_generated":true,"unit":"fordecl-000152#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Global progress toward the NYDF goals is insufficient, and tropical deforestation has accelerated significantly since the declaration's inception, increasing by 44% since 2014.","ai_generated":true,"unit":"fordecl-000152#insight-1","date_modified":"2026-10-23"},{"text":"There is a massive imbalance in financial flows, with 777 billion USD spent on drivers of forest loss since 2010 compared to only 20 billion USD invested in protection, restoration, and sustainable development.","ai_generated":true,"unit":"fordecl-000152#insight-2","date_modified":"2026-10-23"},{"text":"Secure land tenure and the recognition of indigenous peoples' rights are essential prerequisites for sustainable forest management and conflict resolution, yet only 10% of indigenous-held lands are officially recognized as belonging to communities.","ai_generated":true,"unit":"fordecl-000152#insight-3","date_modified":"2026-10-23"},{"text":"High-level individual leadership is a critical driver for the adoption and implementation of forest commitments within both governments and corporations.","ai_generated":true,"unit":"fordecl-000152#insight-4","date_modified":"2026-10-23"},{"text":"Corporate progress is hindered by the complexity of supply chains and a lack of transparency, with many companies struggling to accurately trace and report on their raw materials.","ai_generated":true,"unit":"fordecl-000152#insight-5","date_modified":"2026-10-23"},{"text":"Governance and policy act as a double-edged sword: strong political will and effective rule of law accelerate progress, while corruption and lack of transparency serve as major obstacles.","ai_generated":true,"unit":"fordecl-000152#insight-6","date_modified":"2026-10-23"},{"text":"Nature-based solutions provide significant societal benefits, including food and water security, but these values are often ignored by governments and businesses focused on short-term profits.","ai_generated":true,"unit":"fordecl-000152#insight-7","date_modified":"2026-10-23"},{"text":"Multi-stakeholder partnerships are essential for building trust and coordinating action across different sectors, particularly in contested areas of forest management.","ai_generated":true,"unit":"fordecl-000152#insight-8","date_modified":"2026-10-23"}],"climate_tags":["deforestation","forest restoration","nature-based solutions","Reducing emissions from deforestation and forest degradation","climate finance","land tenure","indigenous rights","biodiversity","carbon sink","sustainable finance","agroforestry"],"geography_discussed":["Ecuador","Costa Rica","Belgium","France","Mexico","Nigeria","Dominican Republic","Argentina","Canada","Malaysia","Indonesia","Kenya","Brazil","Guyana","Thailand","Tanzania","Honduras","Peru","Norway","Germany","United States"],"frame_perspective":[],"analysis_type":["progress assessment","stakeholder consultation","policy analysis"]}]}