{"query_echo":{"q":"","filters":{"analysis_type":["quantitative assessment"]},"warnings":[]},"total":{"value":125,"relation":"eq"},"page":7,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=quantitative+assessment&page=7","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":"wri-000944","url":"https://climateinsightsdirectory.org/document/wri-000944","title":"The Economic Case for Landscape Restoration in Latin America","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"fact sheet","language":"en","date_published":null,"source_url":"https://www.wri.org/data/infographic-economic-case-landscape-restoration-latin-america","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"Degraded lands comprise over 20 percent of forest and agricultural lands in Latin America and the Caribbean, with 300 million hectares of forests degraded and 350 million hectares deforested. The document identifies land degradation as a major driver of regional greenhouse gas emissions and suggests landscape restoration as a solution to pressures from the growing agriculture and forestry sectors.","ai_generated":true,"unit":"wri-000944#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In Latin America and the Caribbean, degraded lands—defined as those losing natural productivity due to human activity—make up more than 20 percent of agricultural and forest lands.","ai_generated":true,"unit":"wri-000944#insight-1","date_modified":"2026-10-23"},{"text":"The region contains approximately 300 million hectares of degraded forests and 350 million hectares of deforested land.","ai_generated":true,"unit":"wri-000944#insight-2","date_modified":"2026-10-23"},{"text":"Land degradation is a primary cause of greenhouse gas emissions in the region, while the expansion of forestry and agriculture sectors continues to pressure natural areas.","ai_generated":true,"unit":"wri-000944#insight-3","date_modified":"2026-10-23"}],"climate_tags":["land degradation","deforestation","greenhouse gas emissions","agriculture","forestry","food security"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["quantitative assessment"]},{"id":"wri-001047","url":"https://climateinsightsdirectory.org/document/wri-001047","title":"Emissions Reductions Under The Waxman-Markey Discussion Draft: 2005-2050","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"fact sheet","language":"en","date_published":null,"source_url":"https://www.wri.org/data/emissions-reductions-under-waxman-markey-discussion-draft-2005-2050","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The analysis evaluates three scenarios for GHG emission reductions under the Waxman-Markey Discussion Draft, ranging from basic pollution caps to the inclusion of complementary requirements and additional offsets, with potential reductions reaching 83 percent below 2005 levels by 2050.","ai_generated":true,"unit":"wri-001047#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The pollution caps proposed in the Waxman-Markey Discussion Draft (WM-DD) alone would result in total greenhouse gas (GHG) emissions being reduced by 17 percent below 2005 levels by 2020 and 73 percent below 2005 levels by 2050.","ai_generated":true,"unit":"wri-001047#insight-1","date_modified":"2026-10-23"},{"text":"Including all complementary requirements of the WM-DD alongside the caps would increase GHG emission reductions to 31 percent below 2005 levels by 2020 and 76 percent below 2005 levels by 2050.","ai_generated":true,"unit":"wri-001047#insight-2","date_modified":"2026-10-23"},{"text":"Under a scenario considering additional potential reductions, such as the 1.25 offset requirement and supplemental reductions beyond 2025, the WM-DD could achieve maximum reductions of up to 38 percent below 2005 levels by 2020 and up to 83 percent below 2005 levels by 2050, depending on the quantity of offsets used.","ai_generated":true,"unit":"wri-001047#insight-3","date_modified":"2026-10-23"}],"climate_tags":["greenhouse gas emissions","carbon offset"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["quantitative assessment"]},{"id":"wwf-000398","url":"https://climateinsightsdirectory.org/document/wwf-000398","title":"No Grain Left Behind","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"report","language":"en","date_published":null,"source_url":"https://www.worldwildlife.org/documents/181/3b6w6ibxh5_WWF_NoGrainLeftBehind_PART6_Final3.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"A WWF study finds that post-harvest losses for corn and soy in the US are significantly higher than industry expectations, with corn losses averaging 4.7% and soy 4.5%. These losses result in billions of dollars in economic waste and millions of tons of GHG emissions. The report identifies equipment sophistication and operator experience as primary drivers of loss and argues that reducing these losses can alleviate pressure to convert natural habitats into cropland.","ai_generated":true,"unit":"wwf-000398#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Global food loss is higher than previously thought, with new estimates suggesting 40% of all food grown goes uneaten, and approximately 1.3 billion tons of food lost on farms globally, representing 15% of all global food production.","ai_generated":true,"unit":"wwf-000398#insight-1","date_modified":"2026-10-23"},{"text":"In the US, measured field-level losses for corn averaged 4.7%, significantly exceeding the 0.65% estimated by farmers and the 1% target encouraged by extension agents. This creates a loss overage of 3.7%, which scales to a national potential loss of 507 million bushels of corn valued at $2.1 billion based on 2019 data.","ai_generated":true,"unit":"wwf-000398#insight-2","date_modified":"2026-10-23"},{"text":"Measured field-level losses for soybeans averaged 4.5%, surpassing the accepted industry loss of 3%. This 1.5% overage equates to a potential national loss of 53 million bushels of soy worth $0.53 billion.","ai_generated":true,"unit":"wwf-000398#insight-3","date_modified":"2026-10-23"},{"text":"Combined corn and soy losses in the US amount to $4.3 billion in economic losses and 18,300,000 tons of GHG emissions. The scale of corn loss alone is nearly equivalent to the total 2021 US corn exports to Mexico.","ai_generated":true,"unit":"wwf-000398#insight-4","date_modified":"2026-10-23"},{"text":"The primary factors determining harvest loss are the type of equipment used and the experience of the combine operator. Technologically sophisticated 'Flagship' combine models have a more significant impact on reducing loss than operator experience, and larger farms (over 1,000 acres) generally have lower loss rates than smaller farms due to access to this equipment.","ai_generated":true,"unit":"wwf-000398#insight-5","date_modified":"2026-10-23"},{"text":"Reducing post-harvest losses could decrease the pressure to convert natural habitats into cropland. In the US, the land area effectively wasted due to corn and soy losses is projected to be four times greater than the area converted to cropland in the Great Plains in 2018.","ai_generated":true,"unit":"wwf-000398#insight-6","date_modified":"2026-10-23"},{"text":"Government policies and subsidies, particularly those supporting ethanol production, influence land-use behavior and can discourage innovation in loss reduction. Ethanol plants incentivize corn expansion and may foster farmer loyalty by being less strict about grain moisture content docking than grain elevators.","ai_generated":true,"unit":"wwf-000398#insight-7","date_modified":"2026-10-23"}],"climate_tags":["Post-harvest losses","greenhouse gas emissions","Scope 3","land-use change","biodiversity loss","biofuel","food security","precision agriculture"],"geography_discussed":["Great Plains","North Dakota","South Dakota","Brazil","Africa","Mexico","World"],"frame_perspective":[],"analysis_type":["quantitative assessment","economic analysis","environmental impact analysis"]},{"id":"wwf-000437","url":"https://climateinsightsdirectory.org/document/wwf-000437","title":"ENHANCING NATIONALLY DETERMINED CONTRIBUTIONS THROUGH PROTECTED AREAS","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"report","language":"en","date_published":null,"source_url":"https://www.worldwildlife.org/documents/355/3uq3mz3lhu_05819_WWF_Protected_Areas_Layout_3a_sprds.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"WWF US reviewed 151 NDCs from 179 countries to evaluate the integration of protected areas into national climate strategies. The analysis found that while 37% of countries explicitly mention protected areas, there is significant under-reporting of nature-based solutions, particularly regarding carbon sequestration and ecosystem-based adaptation. Developing nations generally demonstrated higher ambition than developed economies. The report provides five recommendations for Parties to enhance their NDCs, including setting measurable targets for area expansion and managing protected areas for future climate risks.","ai_generated":true,"unit":"wwf-000437#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Of the 179 countries analyzed, 67 (approximately 37%) explicitly mentioned protected areas or other conserved areas in their NDCs.","ai_generated":true,"unit":"wwf-000437#insight-1","date_modified":"2026-10-23"},{"text":"There is a stark disparity in the inclusion of protected areas based on economic development; 60% of Least Developed Countries (LDCs) and 41% of Small Island Developing States (SIDS) mentioned them, while only Mexico among 33 OECD countries did so.","ai_generated":true,"unit":"wwf-000437#insight-2","date_modified":"2026-10-23"},{"text":"Nearly one in five countries (18%) expressed a clear intention to establish new protected areas or expand existing ones, though some targets lack specific time-frames or measurable scopes.","ai_generated":true,"unit":"wwf-000437#insight-3","date_modified":"2026-10-23"},{"text":"Ecosystem-based adaptation (EbA) using protected areas is severely under-represented, with only 8 countries (4%) stating or implying that protected area ecosystem services could reduce human vulnerability to climate change.","ai_generated":true,"unit":"wwf-000437#insight-4","date_modified":"2026-10-23"},{"text":"Only 12% of countries explicitly referenced the mitigation benefits of protected areas through carbon sequestration, with Latin America and the Caribbean showing the highest regional engagement at 29%.","ai_generated":true,"unit":"wwf-000437#insight-5","date_modified":"2026-10-23"},{"text":"Very few nations incorporate climate risk information into the management of protected areas; only 10 countries mentioned using such data or adaptive measures to revise management plans.","ai_generated":true,"unit":"wwf-000437#insight-6","date_modified":"2026-10-23"},{"text":"The report identifies a critical need for 'climate-smart' conservation, noting that terrestrial species have shifted latitudes at 16.9 km per decade and marine species at 72 km per decade due to warming.","ai_generated":true,"unit":"wwf-000437#insight-7","date_modified":"2026-10-23"},{"text":"High-performing countries in the analysis, receiving 3.5 or more credits across the five criteria, include Antigua and Barbuda, the Bahamas, Cambodia, Republic of Congo, Grenada, Guinea Bissau, Haiti, Jordan, Madagascar, Mali, Mongolia, Sri Lanka, St. Vincent and the Grenadines, Uganda, and Uruguay.","ai_generated":true,"unit":"wwf-000437#insight-8","date_modified":"2026-10-23"}],"climate_tags":["Nationally Determined Contributions","ecosystem-based adaptation","carbon sequestration","nature-based solutions","biodiversity conservation","climate change adaptation","climate change mitigation","Reducing emissions from deforestation and forest degradation","Paris Agreement"],"geography_discussed":["Latin America and the Caribbean","Africa","Asia","Oceania","Europe","Colombia","Antigua and Barbuda","Bolivia","Mexico","Indonesia"],"frame_perspective":[],"analysis_type":["policy review","quantitative assessment"]},{"id":"wwf-000787","url":"https://climateinsightsdirectory.org/document/wwf-000787","title":"AREA OF FOREST OCCUPIED BY THE COLONIES OF MONARCH BUTTERFLIES IN MEXICO, DURING THE OVERWINTERING PERIOD 2024-2025","publisher":{"name":"WWF International","organization":"wwf-international"},"document_type":"report","language":"en","date_published":null,"source_url":"https://www.worldwildlife.org/documents/1087/895sxc8y98_WWF_MonarchButterflySurveyResults_2024_2025_English_Acres.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"During the 2024-2025 overwintering season, monarch butterfly colonies in Mexico occupied 4.42 acres of forest, marking a 99% increase from the 2.22 acres recorded in 2023-2024. Eight colonies were identified: three within the Monarch Butterfly Biosphere Reserve (MBBR) covering 3.01 acres and five outside the MBBR covering 1.42 acres. The largest colony was found in ejido El Rosario, Michoacán (2.46 acres), while the smallest was in San Andrés (0.005 acres).","ai_generated":true,"unit":"wwf-000787#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In the 2024-2025 overwintering season, eight monarch butterfly colonies occupied a total of 4.42 acres of forest, which is a 99% increase compared to the 2.22 acres recorded during the 2023-2024 winter.","ai_generated":true,"unit":"wwf-000787#insight-1","date_modified":"2026-10-23"},{"text":"Of the total area occupied, 3.01 acres were located within the Monarch Butterfly Biosphere Reserve (MBBR) across three colonies, while 1.42 acres were occupied by five colonies located outside the MBBR.","ai_generated":true,"unit":"wwf-000787#insight-2","date_modified":"2026-10-23"},{"text":"The largest individual colony was located in ejido El Rosario, Michoacán, covering 2.46 acres, and the smallest was in San Andrés in the Los Azufres sanctuary, covering 0.005 acres.","ai_generated":true,"unit":"wwf-000787#insight-3","date_modified":"2026-10-23"},{"text":"The colony at Atlautla, situated outside the Monarch Region and adjacent to the Iztaccíhuatl - Popocatépetl National Park, occupied 0.24 acres.","ai_generated":true,"unit":"wwf-000787#insight-4","date_modified":"2026-10-23"},{"text":"Historically, the 2023-2024 winter recorded the second lowest area of occupation in 30 years (2.22 acres), with the lowest historical record occurring in 2013-2014 (1.65 acres) and the highest in 1996-1997 (44.95 acres).","ai_generated":true,"unit":"wwf-000787#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate change","land-use change","biodiversity conservation"],"geography_discussed":["Michoacán","State of Mexico","Monarch Butterfly Biosphere Reserve","Canada","United States","Iztaccíhuatl - Popocatépetl National Park"],"frame_perspective":[],"analysis_type":["monitoring","quantitative assessment"]}]}