{"query_echo":{"q":"","filters":{"analysis_type":["Climate Projection"]},"warnings":[]},"total":{"value":64,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=Climate+Projection&page=1","next":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=Climate+Projection&page=2","stability":"beta","ai_marking":{"digital_source_type":{"uri":"http://cv.iptc.org/newscodes/digitalsourcetype/trainedAlgorithmicMedia","name":"Created using Generative AI"},"notice":"Summary and key insights are generated using artificial intelligence."},"results":[{"id":"cliinstca-000182","url":"https://climateinsightsdirectory.org/document/cliinstca-000182","title":"We must prepare for decades more extreme, damaging weather","publisher":{"name":"Canadian Climate Institute","organization":"canadian-climate-institute"},"document_type":"statement","language":"en","date_published":"2026-09-16","source_url":"https://climateinstitute.ca/we-must-prepare-for-decades-more-extreme-damaging-weather/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document highlights findings from the 2026 federal assessment of Canada's changing climate, warning that Canada will be nearly 3 C warmer over the next two decades regardless of future emissions. It emphasizes that while some warming is unavoidable, failing to cut global emissions could lead to 5 C of warming by 2100, causing the near-total disappearance of glaciers and severe permafrost thaw. The author calls for immediate investment in infrastructure adaptation—noting that every dollar spent now avoids up to $15 in losses—and a swifter national transition to clean power to avoid uncontrollable devastation.","ai_generated":true,"unit":"cliinstca-000182#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Regardless of future global emissions, Canada is projected to be nearly 3 C warmer on average over the next twenty years compared to pre-industrial levels. Even if net zero emissions are achieved globally, Canada's warming is expected to level off at approximately 3.5 C around the year 2100.","ai_generated":true,"unit":"cliinstca-000182#insight-1","date_modified":"2026-10-23"},{"text":"If global emissions are not significantly reduced, Canada faces an average warming of 5 C by 2100 relative to 1850-1900. This scenario would lead to the near-total loss of glaciers, winter warming exceeding 10 C in the North, the complete melting of Arctic Ocean ice most summers, and severe droughts in the Prairies occurring three to five times per decade.","ai_generated":true,"unit":"cliinstca-000182#insight-2","date_modified":"2026-10-23"},{"text":"Proactive investment in climate adaptation is economically beneficial, with every dollar spent currently avoiding up to $15 in future losses. Necessary actions include protecting homes from flooding and wildfire, reinforcing hospitals, roads, and bridges, and moving new developments out of high-risk areas.","ai_generated":true,"unit":"cliinstca-000182#insight-3","date_modified":"2026-10-23"},{"text":"Current Canadian climate efforts are insufficient; a progress report on the National Adaptation Strategy indicates the government has missed many objectives and funding for programs is expiring. Additionally, federal policy shifts have moved Canada's emissions trajectory away from the path to net zero.","ai_generated":true,"unit":"cliinstca-000182#insight-4","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","greenhouse gas emissions","Net-zero emissions","glacial melting","wildfire","extreme rainfall","drought"],"geography_discussed":["Western Canada","Canadian Prairies","North"],"frame_perspective":[],"analysis_type":["policy analysis","climate projection"]},{"id":"wwatt-000056","url":"https://climateinsightsdirectory.org/document/wwatt-000056","title":"Climate change is reducing early wet season rainfall in Puerto Rico and Jamaica","publisher":{"name":"World Weather Attribution","organization":"world-weather-attribution"},"document_type":"report","language":"en","date_published":"2026-08-28","source_url":"https://www.worldweatherattribution.org/climate-change-is-reducing-early-wet-season-rainfall-in-puerto-rico-and-jamaica/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that human-induced climate change has reduced rainfall in Jamaica by approximately 6% and in Puerto Rico by about 9%. These changes have increased the likelihood of severe effective precipitation events in both regions compared to a pre-industrial climate. The study highlights that warmer temperatures intensify drought severity through higher evaporation, making the 2026 early wet season rainfall deficits more frequent and severe.","ai_generated":true,"unit":"wwatt-000056#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Human-induced climate change has caused a decrease in rainfall of approximately 6% in Jamaica and about 9% in Puerto Rico.","ai_generated":true,"unit":"wwatt-000056#insight-1","date_modified":"2026-10-23"},{"text":"The likelihood of experiencing an effective precipitation event similar to that of 2026 has increased by 40% in Jamaica and 30% in Puerto Rico compared to a cooler or pre-industrial climate.","ai_generated":true,"unit":"wwatt-000056#insight-2","date_modified":"2026-10-23"},{"text":"The 2026 drought conditions were rare, with the lowest rainfall event in Puerto Rico having a 50-year return period and a 30-year return period in Jamaica.","ai_generated":true,"unit":"wwatt-000056#insight-3","date_modified":"2026-10-23"},{"text":"Warmer temperatures have increased drought severity via higher evaporation; the effective precipitation event from May to July 2026 was a 15-year event in Puerto Rico and a 30-year event in Jamaica.","ai_generated":true,"unit":"wwatt-000056#insight-4","date_modified":"2026-10-23"},{"text":"Projections for a further +1.4C of warming suggest that rainfall for events of this rarity would decrease by another 10% across Jamaica, Puerto Rico, and the Lesser Antilles, with the likelihood of effective precipitation events increasing 3 times in Jamaica and 2.5 times in Puerto Rico.","ai_generated":true,"unit":"wwatt-000056#insight-5","date_modified":"2026-10-23"}],"climate_tags":["drought","climate change","water scarcity","agriculture","food security","rainwater harvesting"],"geography_discussed":["Saint Lucia","St Vincent","United States Virgin Islands","Grenada","St Kitts"],"frame_perspective":[],"analysis_type":["attribution study","climate projection"]},{"id":"wwatt-000041","url":"https://climateinsightsdirectory.org/document/wwatt-000041","title":"Climate change exposes millions of Hajj pilgrims to deadly heat for increasingly longer parts of the year","publisher":{"name":"World Weather Attribution","organization":"world-weather-attribution"},"document_type":"research paper","language":"en","date_published":"2026-05-29","source_url":"https://www.worldweatherattribution.org/climate-change-exposes-millions-of-hajj-pilgrims-to-deadly-heat-for-increasingly-longer-parts-of-the-year/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"A World Weather Attribution study finds that climate change has shifted extreme heat earlier into the year in Saudi Arabia, making May temperatures in Mecca as dangerous as summer temperatures were between 1970 and 1990. The analysis indicates that peak May temperatures are now approximately 2°C hotter and average May temperatures are approximately 3.5°C higher than in a preindustrial climate. This trend increases the risk of heat stroke and exhaustion for millions of pilgrims, with projections suggesting that if global temperatures rise by 3°C, 97% of Hajj pilgrimages would occur during periods of dangerous heat.","ai_generated":true,"unit":"wwatt-000041#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Human-induced climate change has caused May temperatures in Mecca to reach levels previously typical of the peak summer months (June to August). Average daily temperatures in May 2026 reached approximately 31.2°C, which is nearly as high as the June-August average temperatures recorded from 1970 to 1990.","ai_generated":true,"unit":"wwatt-000041#insight-1","date_modified":"2026-10-23"},{"text":"Peak May temperatures of 40°C, which were historically associated with June, July, and August, are now expected to occur every two to three years. These peak temperatures are approximately 2°C hotter than they would have been in a preindustrial climate.","ai_generated":true,"unit":"wwatt-000041#insight-2","date_modified":"2026-10-23"},{"text":"Average May temperatures have increased by approximately 3.5°C compared to a preindustrial climate. Mean May temperatures exceeding 32°C—the mean summer temperature from 1970-1990—are now expected to occur in most years.","ai_generated":true,"unit":"wwatt-000041#insight-3","date_modified":"2026-10-23"},{"text":"Future warming trajectories suggest a severe impact on the pilgrimage; if global temperatures increase by 3°C by the end of the century, approximately 97% of all Hajj pilgrimages are expected to take place during periods of dangerous heat in Mecca.","ai_generated":true,"unit":"wwatt-000041#insight-4","date_modified":"2026-10-23"},{"text":"While Saudi authorities have implemented heat mitigation measures such as cooling stations and shaded walkways, access is not uniform, and pilgrims without official permits may have limited access to medical support, water, and cooling infrastructure.","ai_generated":true,"unit":"wwatt-000041#insight-5","date_modified":"2026-10-23"}],"climate_tags":["extreme heat","heat wave","climate change","fossil fuel"],"geography_discussed":["Arabian Peninsula","Israel","Palestine","Syria","Jordan"],"frame_perspective":[],"analysis_type":["attribution study","trend analysis","climate projection"]},{"id":"climcent-000004","url":"https://climateinsightsdirectory.org/document/climcent-000004","title":"Snowfall Trends","publisher":{"name":"Climate Central","organization":"climate-central"},"document_type":"fact sheet","language":"en","date_published":"2026-01-21","source_url":"https://www.climatecentral.org/climate-matters/2026-warming-winter-olympics","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document details the impact of rising temperatures on winter sports, noting that all cities hosting the Winter Olympics since 1950 have warmed. It highlights that the 2026 host cities, Milan and Cortina d'Ampezzo, have seen significant temperature increases and a decrease in freezing days. Projections indicate a sharp decline in climate-reliable host sites by the 2050s, particularly for the Paralympic Games held in March.","ai_generated":true,"unit":"climcent-000004#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"All cities that have hosted the Winter Olympics since 1950 have experienced warming, with an average increase of 4.8°F (2.7°C).","ai_generated":true,"unit":"climcent-000004#insight-1","date_modified":"2026-10-23"},{"text":"In Cortina d’Ampezzo, February temperatures have risen by 6.4°F (3.6°C) over the 70 years since it first hosted the Games in 1956, leading to a 19% reduction in annual freezing days (a drop from 214 days in 1956-1965 to 173 days in 2016-2025).","ai_generated":true,"unit":"climcent-000004#insight-2","date_modified":"2026-10-23"},{"text":"The number of climate-reliable host locations for the Winter Olympics is projected to drop from 87 (94%) currently to 52 (56%) by the 2050s under a mid-range warming scenario (RCP4.5 and SSP2-4.5).","ai_generated":true,"unit":"climcent-000004#insight-3","date_modified":"2026-10-23"},{"text":"The Winter Paralympic Games face higher risks due to their March schedule; only 22 of 93 potential host cities are projected to be reliable by the 2050s, and this number could drop to four by the 2080s in a high-emissions scenario.","ai_generated":true,"unit":"climcent-000004#insight-4","date_modified":"2026-10-23"},{"text":"Climate change is impacting specific sports: the average U.S. ski season has shortened by up to a week compared to 1960–1979, and the 2026 Olympics will require over 3 million cubic yards of artificial snow.","ai_generated":true,"unit":"climcent-000004#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate change","carbon dioxide emissions"],"geography_discussed":["United States","Utah"],"frame_perspective":[],"analysis_type":["trend analysis","climate projection"]},{"id":"climcent-000155","url":"https://climateinsightsdirectory.org/document/climcent-000155","title":"Urban Heat Hot Spots in 65 Cities","publisher":{"name":"Climate Central","organization":"climate-central"},"document_type":"briefing","language":"en","date_published":"2025-10-28","source_url":"https://www.climatecentral.org/climate-matters/marathons-2025","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Climate Central analysis of 221 marathons indicates that the probability of optimal, cool race-day temperatures is decreasing due to global warming. For recreational runners in the U.S., the current average chance of optimal temperatures is 27%, and this is projected to decline in 46 of 51 analyzed U.S. marathons by 2045 if high levels of heat-trapping pollution continue. The analysis highlights regional disparities, with the Northwest having the best current odds (55%) and the Southwest the worst (14%). Beyond performance, the document notes that rising heat and humidity increase risks of heat-related illness and that climate-driven air quality issues, such as wildfire smoke, further threaten runner health.","ai_generated":true,"unit":"climcent-000155#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Recreational runners in U.S. marathons currently face a low probability of racing in optimal temperatures, averaging 27%. Only seven of the 51 analyzed U.S. marathons have a greater than 50% chance of optimal temperatures, with the highest probabilities found in Seattle (79%), Boston (74%), and Anchorage (73%).","ai_generated":true,"unit":"climcent-000155#insight-1","date_modified":"2026-10-23"},{"text":"Regional differences are stark, with recreational runners having the best current odds of optimal temperatures in the Northwest (55%) and the worst in the Southwest (14%). Marathons in Honolulu, Hawaii and Miami, Florida are described as having virtually no chance of optimal temperatures.","ai_generated":true,"unit":"climcent-000155#insight-2","date_modified":"2026-10-23"},{"text":"Under a scenario of continued high heat-trapping pollution, optimal race-day temperatures are projected to become less likely by 2045 in 46 of the 51 analyzed U.S. marathons. The most significant decreases are expected in Eugene, Oregon (10 percentage point drop) and Anchorage, Alaska (15 percentage point drop).","ai_generated":true,"unit":"climcent-000155#insight-3","date_modified":"2026-10-23"},{"text":"At the TCS New York City Marathon, the probability of ideal temperatures is projected to decrease by two to five percentage points for all runner types by 2045. This would result in a 27% to 29% chance for recreational runners and a 17% to 66% chance for elite runners.","ai_generated":true,"unit":"climcent-000155#insight-4","date_modified":"2026-10-23"},{"text":"Rising temperatures and humidity increase the risk of heat-related illnesses, such as heat stroke and heat exhaustion. Additionally, climate change increases the frequency of events that degrade air quality, such as wildfires, which produce fine particulate matter that can cause inflamed airways and labored breathing for runners.","ai_generated":true,"unit":"climcent-000155#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate change","extreme heat","air quality","climate modeling"],"geography_discussed":["New York City","Seattle","Boston","Anchorage","Philadelphia","Jackson","Huntsville","Jersey City","Miami","Honolulu","Eugene","Tokyo"],"frame_perspective":[],"analysis_type":["climate projection","impact assessment"]},{"id":"climcent-000227","url":"https://climateinsightsdirectory.org/document/climcent-000227","title":"More Extreme Heat in National Parks","publisher":{"name":"Climate Central","organization":"climate-central"},"document_type":"briefing","language":"en","date_published":"2025-04-09","source_url":"https://www.climatecentral.org/climate-matters/more-extreme-heat-in-national-parks","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The 25 most-visited national parks in the contiguous U.S. are projected to see a nearly five-fold increase in extremely hot days per year by 2050 under a 'warm wet' scenario, and up to a ten-fold increase under a 'hot dry' scenario. These trends, combined with record-breaking visitation, increase the risk of heat-related illnesses for visitors and threaten biodiversity and infrastructure. The National Park Service is implementing adaptation strategies, such as the Climate Change Response Strategy, to mitigate these risks.","ai_generated":true,"unit":"climcent-000227#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The combined area of the National Park System warmed twice as fast as the overall United States between 1895 and 2010, largely because many parks are in climate-sensitive environments like the Arctic, mountains, and arid regions.","ai_generated":true,"unit":"climcent-000227#insight-1","date_modified":"2026-10-23"},{"text":"By 2050, the 25 most-visited national parks in the contiguous U.S. are projected to experience nearly five times more extremely hot days annually compared to the 1979-2012 period under a 'warm wet' scenario, with an increase of between six and 22 days per year.","ai_generated":true,"unit":"climcent-000227#insight-2","date_modified":"2026-10-23"},{"text":"Under a 'hot dry' scenario, which represents the upper end of projected warming, the 25 most-visited parks could see a ten-fold increase in the annual frequency of extremely hot days by 2050.","ai_generated":true,"unit":"climcent-000227#insight-3","date_modified":"2026-10-23"},{"text":"Yosemite National Park is expected to see the largest increase among the 25 most-visited parks, rising from four extremely hot days per year (1979-2012) to 26 days by 2050. Great Smoky Mountains National Park is projected to increase from three days to 23 days annually.","ai_generated":true,"unit":"climcent-000227#insight-4","date_modified":"2026-10-23"},{"text":"Six of the 25 most-visited parks have extreme heat thresholds exceeding 100°F: Badlands, Arches, Grand Canyon, Joshua Tree, Canyonlands, and Hot Springs. These sites are projected to see a 3-fold to 6-fold increase in such days by 2050.","ai_generated":true,"unit":"climcent-000227#insight-5","date_modified":"2026-10-23"},{"text":"Climate change is increasing heat-related health risks for visitors, particularly during shoulder seasons (spring and fall) when extreme heat is unexpected. This is compounded by the fact that visitation is expected to increase and the visitation season to lengthen by 2050.","ai_generated":true,"unit":"climcent-000227#insight-6","date_modified":"2026-10-23"},{"text":"Human-caused climate change has already led to documented impacts in specific parks, including the loss of bird species in Death Valley, increased tree mortality in Sequoia, melting glaciers in Glacier Bay, and expanded wildfire-burned areas in Yosemite.","ai_generated":true,"unit":"climcent-000227#insight-7","date_modified":"2026-10-23"}],"climate_tags":["extreme heat","climate change adaptation","biodiversity loss","wildfire","glacial melting","public health"],"geography_discussed":["Yosemite National Park","Great Smoky Mountains National Park","Grand Canyon National Park","Death Valley National Park","Sequoia National Park","Glacier Bay National Park and Preserve"],"frame_perspective":[],"analysis_type":["climate projection","risk assessment"]},{"id":"sei-000243","url":"https://climateinsightsdirectory.org/document/sei-000243","title":"Compound flooding in Halmstad","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2024-09-04","source_url":"https://www.sei.org/publications/compound-flooding-in-halmstad/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The study examines compound flooding in Halmstad, Sweden, identifying a correlation between river discharge and sea level annual maxima driven by the North Atlantic Oscillation (NAO). Future compound flooding risks are projected to be primarily driven by mean sea level rise and secondarily by increased mean river discharge.","ai_generated":true,"unit":"sei-000243#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"River discharge and sea level annual maxima in Halmstad exhibit a correlation in peak strength on interannual time scales, which is attributed to a shared dependence on the North Atlantic Oscillation (NAO).","ai_generated":true,"unit":"sei-000243#insight-1","date_modified":"2026-10-23"},{"text":"Winter precipitation acts as a driver for fluvial river hazards and may contribute additional pluvial hazards, sharing the same dependence on the North Atlantic Oscillation (NAO).","ai_generated":true,"unit":"sei-000243#insight-2","date_modified":"2026-10-23"},{"text":"Future changes in compound flooding in the region are expected to be driven mainly by the rise in mean sea level, followed by increases in mean river discharge.","ai_generated":true,"unit":"sei-000243#insight-3","date_modified":"2026-10-23"}],"climate_tags":["sea level rise","climate change scenario"],"geography_discussed":["North Atlantic Ocean"],"frame_perspective":[],"analysis_type":["climate projection","correlation analysis"]},{"id":"zca-000099","url":"https://climateinsightsdirectory.org/document/zca-000099","title":"What to expect from La Niña","publisher":{"name":"Zero Carbon Analytics","organization":"zero-carbon-analytics"},"document_type":"fact sheet","language":"en","date_published":"2024-05-14","source_url":"https://zerocarbon-analytics.org/science/what-to-expect-from-la-nina/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document describes La Niña as the cool phase of the El Niño-Southern Oscillation (ENSO) cycle, characterized by the movement of cold water to the central and eastern Pacific surface. For 2024, there is an 85% chance of a transition to neutral conditions between April and June, and a 60% chance of La Niña developing by June to August. The text highlights that multi-year La Niña events are increasing in frequency, with five of the last ten occurring in the past 25 years. While La Niña temporarily lowers global average surface temperatures by about 0.1C, it does not offset human-caused warming; recent La Niña years have been among the top 10 hottest years ever. Regional impacts include drier conditions in East Africa and the southern US, and wetter conditions in Southeast Asia, India, and northern South America, affecting various crop yields and increasing the risk of floods and droughts.","ai_generated":true,"unit":"zca-000099#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Human-induced climate change is considered at least partially responsible for the increased frequency and variability of extreme La Nia events.","ai_generated":true,"unit":"zca-000099#insight-1","date_modified":"2026-10-23"},{"text":"La Nia provides a temporary cooling of approximately 0.1C to the earth's average surface temperature, but this is insufficient to offset the 1.36C rise since industrial times; consequently, 2024 is expected to be one of the top five hottest years on record despite the upcoming La Nia.","ai_generated":true,"unit":"zca-000099#insight-2","date_modified":"2026-10-23"},{"text":"La Nia is associated with specific regional weather trends: drier conditions in East Africa (Ethiopia, Somalia, Kenya, Tanzania), the southern/southeastern US, and parts of South America (southern Brazil, Uruguay, northern Argentina, southern Bolivia); and wetter conditions in eastern South Africa, Mozambique, Zimbabwe, Botswana, northern/eastern Australia, Southeast Asia, India, and northern South America (northern Brazil, Colombia, Venezuela).","ai_generated":true,"unit":"zca-000099#insight-3","date_modified":"2026-10-23"},{"text":"The 2020-2023 'triple-dip' La Nia was one of the strongest in the last 50 years and caused severe impacts, including a major food security crisis in the Horn of Africa and flooding in northern Australia and Pakistan.","ai_generated":true,"unit":"zca-000099#insight-4","date_modified":"2026-10-23"}],"climate_tags":["climate change","food security","drought","flood","agriculture","sea surface temperature"],"geography_discussed":["Ethiopia","Somalia","Kenya","Tanzania","United States","Brazil","Uruguay","Argentina","Bolivia","South Africa","Mozambique","Zimbabwe","Botswana","Australia","India","Colombia","Venezuela","South Sudan","Canada","Alaska","Indonesia","Malaysia","Philippines","People's Republic of China","Pakistan","Ecuador","Peru"],"frame_perspective":[],"analysis_type":["fact sheet","climate projection"]},{"id":"napglob-000092","url":"https://climateinsightsdirectory.org/document/napglob-000092","title":"Climate Change Vulnerability Assessments for Bekwai Municipal Assembly","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"report","language":"en","date_published":"2024-03","source_url":"https://napglobalnetwork.org/wp-content/uploads/2025/07/ghana-2024-cvra-report-bekwai.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report identifies agriculture as the most vulnerable sector in the Bekwai Municipality, primarily due to a high dependence on rainfed farming and exposure to flooding from the Odo River. Historical data from 1980-2020 shows an increasing trend in temperatures and wet spell durations. Future projections through 2100 suggest rising annual rainfall (reaching 1,500 mm by 2080) and increased daytime and nighttime temperatures, which are expected to exacerbate flooding, water scarcity, and the prevalence of tropical diseases. The assessment highlights that rural communities are less resilient than urban centers due to a lack of critical functions like health care and disaster evacuation points. Recommended adaptation measures include the introduction of drought-resistant seeds, modern solar-powered irrigation, and improved climate information services.","ai_generated":true,"unit":"napglob-000092#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Agriculture is the most vulnerable sector in the Bekwai Municipality, followed by water, health, and sanitation. This is driven by a high socio-economic dependence on rainfed agriculture, where over half of the population is employed in agriculture, forestry, and fishery.","ai_generated":true,"unit":"napglob-000092#insight-1","date_modified":"2026-10-23"},{"text":"Historical climate analysis from 1980 to 2020 indicates that the district has become wetter and warmer, with a non-significant increasing trend in the duration of wet spells and a significant increase in both minimum and maximum temperatures.","ai_generated":true,"unit":"napglob-000092#insight-2","date_modified":"2026-10-23"},{"text":"Flooding is the most frequent climatic extreme event in the municipality, particularly affecting communities and farms along the Odo River and its tributaries.","ai_generated":true,"unit":"napglob-000092#insight-3","date_modified":"2026-10-23"},{"text":"Future climate projections through 2100 predict a steady increase in annual rainfall, from 1,320 mm to 1,490 mm by 2060 and 1,500 mm by 2080, alongside increased rainfall variability.","ai_generated":true,"unit":"napglob-000092#insight-4","date_modified":"2026-10-23"},{"text":"Nighttime and daytime temperatures are projected to rise significantly by the end of the century; nighttime temperatures could reach an annual mean of 24°C under the RCP8.5 emissions pathway.","ai_generated":true,"unit":"napglob-000092#insight-5","date_modified":"2026-10-23"},{"text":"Rural communities in the municipality exhibit lower resilience to climate change compared to urban areas like Bekwai and Kokofu due to a lack of diverse economies, better infrastructure, and essential services.","ai_generated":true,"unit":"napglob-000092#insight-6","date_modified":"2026-10-23"},{"text":"The municipality lacks critical resilience infrastructure, specifically private solar panel electricity supply and designated disaster evacuation points, leaving the district reliant on a national grid vulnerable to hydropower fluctuations.","ai_generated":true,"unit":"napglob-000092#insight-7","date_modified":"2026-10-23"},{"text":"Illegal mining (galamsey) is a major anthropogenic driver of vulnerability, causing deforestation, polluting freshwater bodies with heavy metals, and reducing available agricultural land.","ai_generated":true,"unit":"napglob-000092#insight-8","date_modified":"2026-10-23"},{"text":"Women in the municipality face higher climate vulnerability due to limited access to financial resources and their central role in the climate-sensitive palm oil value chain.","ai_generated":true,"unit":"napglob-000092#insight-9","date_modified":"2026-10-23"}],"climate_tags":["climate change vulnerability","national adaptation plan","flood","drought","climate change","deforestation","water security","Climate information service","climate change scenario","adaptive capacity"],"geography_discussed":["Ghana","Ashanti Region"],"frame_perspective":[],"analysis_type":["vulnerability assessment","climate projection","risk assessment"]},{"id":"napglob-000093","url":"https://climateinsightsdirectory.org/document/napglob-000093","title":"Climate Change Vulnerability Assessment for Kassena Nankana Municipal Assembly","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"report","language":"en","date_published":"2024-03","source_url":"https://napglobalnetwork.org/wp-content/uploads/2025/07/ghana-2024-cvra-report-kassena-nankana.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The assessment identifies agriculture as the most vulnerable sector in the Kassena Nankana Municipality, with high sensitivity in zonal councils like Biu and Doba due to the prevalence of mud-brick housing and flood-prone farmlands. While the quantitative Vulnerability Index suggests that adaptive capacity currently outweighs exposure and sensitivity across all zonal councils, Naaga is identified as the most vulnerable area due to its low adaptive capacity and high exposure to the White Volta River. Future projections indicate rising temperatures and irregular rainfall, which are expected to reduce maize and soybean yields and increase the prevalence of climate-sensitive diseases like cerebrospinal meningitis.","ai_generated":true,"unit":"napglob-000093#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Agriculture is the most critical and vulnerable sector in the municipality, with 78% of the economically active population employed in the sector. It is highly susceptible to declining rainfall, high temperatures, and extreme events, which reduce crop yields and livestock productivity.","ai_generated":true,"unit":"napglob-000093#insight-1","date_modified":"2026-10-23"},{"text":"The quantitative vulnerability assessment reveals a north-south gradient of vulnerability. Manyoro, North-East, and Yua zonal councils in the north have the lowest vulnerability, while Naaga, the southernmost council, is the most vulnerable due to its low adaptive capacity and high exposure to the White Volta River.","ai_generated":true,"unit":"napglob-000093#insight-2","date_modified":"2026-10-23"},{"text":"Biu and Doba zonal councils exhibit the highest sensitivity to climate impacts, primarily because a high percentage of their buildings are constructed from mud/bricks, making them highly susceptible to flood damage.","ai_generated":true,"unit":"napglob-000093#insight-3","date_modified":"2026-10-23"},{"text":"Gender-disaggregated data shows that women generally have a lower capacity to adapt to climate change than men, particularly regarding access to smartphones, the internet, and climate information services (CIS). However, women are more active in adopting alternative livelihoods, such as trading and migration.","ai_generated":true,"unit":"napglob-000093#insight-4","date_modified":"2026-10-23"},{"text":"Future climate projections for Navrongo indicate a steady increase in mean annual rainfall until the middle of the century, followed by divergent paths under different scenarios. Temperatures are projected to rise, with nighttime temperatures increasing more quickly than daytime temperatures.","ai_generated":true,"unit":"napglob-000093#insight-5","date_modified":"2026-10-23"},{"text":"Future climate risks include significant declines in crop productivity, with maize yields projected to decrease by 9% under RCP 4.5 and 39% under RCP 8.5 by mid-century. Additionally, rising temperatures are expected to increase the incidence of cerebrospinal meningitis (CSM) and other heat-related health stresses.","ai_generated":true,"unit":"napglob-000093#insight-6","date_modified":"2026-10-23"},{"text":"There is a critical lack of access to climate-tolerant seeds and agricultural insurance across the municipality. In several zonal councils, such as Telania and North-East, over 90% of respondents reported no access to climate-tolerant seeds, and subscription to agricultural insurance is described as non-existent.","ai_generated":true,"unit":"napglob-000093#insight-7","date_modified":"2026-10-23"}],"climate_tags":["agriculture","climate finance","Climate information service","crop yield","drought","energy transition","flood risk","forestry","gender","hydropower","national adaptation plan","public health","water resource"],"geography_discussed":["Ghana","Navrongo","Upper East Region","Burkina Faso"],"frame_perspective":[],"analysis_type":["vulnerability assessment","quantitative analysis","gender analysis","climate projection"]},{"id":"napglob-000094","url":"https://climateinsightsdirectory.org/document/napglob-000094","title":"Climate Change Vulnerability Assessment for the Kintampo Municipal Assembly","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"report","language":"en","date_published":"2024-03","source_url":"https://napglobalnetwork.org/wp-content/uploads/2025/07/ghana-2024-cvra-report-kintampo.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report provides a comprehensive vulnerability assessment for the Kintampo Municipal Assembly, identifying agriculture as the most sensitive sector. It combines historical climate data (1980–2020) with future projections to 2100, highlighting increasing temperatures and variable rainfall. The study identifies specific community-level vulnerabilities, with Busuama being the most vulnerable and Kintampo the least, and recommends targeted adaptation strategies including conservation agriculture, irrigation, and gender-responsive initiatives.","ai_generated":true,"unit":"napglob-000094#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Agriculture is the most critical and vulnerable sector in Kintampo Municipality, employing approximately 70% of the population.","ai_generated":true,"unit":"napglob-000094#insight-1","date_modified":"2026-10-23"},{"text":"Historical climate data from 1980 to 2020 shows a significant increasing trend in both mean annual minimum and maximum temperatures, aligning with global warming patterns.","ai_generated":true,"unit":"napglob-000094#insight-2","date_modified":"2026-10-23"},{"text":"Rainfall patterns are characterized by high variability and a significant downward trend in the duration of wet spells, which decreased from 9 days in 1980 to 4 days in 2021.","ai_generated":true,"unit":"napglob-000094#insight-3","date_modified":"2026-10-23"},{"text":"Bushfires are ranked as the most impactful climate-related hazard in the municipality, exacerbated by rising temperatures and human activities like hunting and land clearing.","ai_generated":true,"unit":"napglob-000094#insight-4","date_modified":"2026-10-23"},{"text":"Quantitative analysis identifies Busuama as the most vulnerable community due to low adaptive capacity, high reliance on rainfed agriculture, and lack of access to credit and irrigation.","ai_generated":true,"unit":"napglob-000094#insight-5","date_modified":"2026-10-23"},{"text":"Kintampo township is the least vulnerable community, benefiting from higher education levels, better market access, and the availability of irrigation and agricultural extension services.","ai_generated":true,"unit":"napglob-000094#insight-6","date_modified":"2026-10-23"},{"text":"Women and youth face disproportionate vulnerabilities due to higher illiteracy rates among women (45.8% vs 32.6% for men) and limited access to decision-making and resources.","ai_generated":true,"unit":"napglob-000094#insight-7","date_modified":"2026-10-23"},{"text":"Future projections to 2100 indicate a general increase in both daytime and nighttime temperatures, with daytime means potentially reaching 33°C by mid-century.","ai_generated":true,"unit":"napglob-000094#insight-8","date_modified":"2026-10-23"},{"text":"The report recommends specific on-farm adaptation measures, including conservation agriculture, the establishment of irrigation schemes, and the promotion of drought-tolerant agroforestry species.","ai_generated":true,"unit":"napglob-000094#insight-9","date_modified":"2026-10-23"}],"climate_tags":["agriculture","forestry","water resource","tourism industry","transportation","climate finance","drought","flood","agroforestry","agricultural irrigation","climate change scenario","adaptive capacity","national adaptation plan"],"geography_discussed":["Ghana","Bono East Region"],"frame_perspective":[],"analysis_type":["vulnerability assessment","climate projection","sectoral analysis","gender analysis"]},{"id":"napglob-000095","url":"https://climateinsightsdirectory.org/document/napglob-000095","title":"Climate Change Vulnerability Assessment for New Juaben South Municipal Assembly","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"report","language":"en","date_published":"2024-03","source_url":"https://napglobalnetwork.org/wp-content/uploads/2025/07/ghana-2024-cvra-report_njsma.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report assesses climate vulnerability in the New Juaben South Municipality (NJSM), Ghana, identifying flooding as the primary climate hazard. Using a Livelihood Vulnerability Indicator (LVI) approach, it finds that while all zonal councils are vulnerable, Srodae is the most exposed to floods and Anlo Town is the most sensitive due to poor infrastructure. Projections to 2100 indicate increasing annual rainfall and temperatures, which will likely exacerbate flash floods, droughts, and heat stress. The report highlights gender disparities, noting that women are more likely to live in flood-prone areas and have less access to social support networks and credit than men. Recommended adaptation measures include improving drainage systems, implementing early warning systems, and promoting climate-smart agriculture.","ai_generated":true,"unit":"napglob-000095#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Flooding is identified as the primary climate hazard in the New Juaben South Municipality, with extreme floods occurring in every zonal council at least once every four years.","ai_generated":true,"unit":"napglob-000095#insight-1","date_modified":"2026-10-23"},{"text":"Vulnerability varies by zonal council; Srodae is the most exposed to climate impacts, particularly flooding, while Anlo Town exhibits the highest sensitivity due to a lack of accessible roads, poor drainage, and limited access to health and sanitation services.","ai_generated":true,"unit":"napglob-000095#insight-2","date_modified":"2026-10-23"},{"text":"Climate projections for Koforidua through 2100 suggest a steady increase in annual rainfall, from a current mean of 1,250 mm to 1,550 mm by 2050, alongside increased variability that may lead to more frequent floods and droughts.","ai_generated":true,"unit":"napglob-000095#insight-3","date_modified":"2026-10-23"},{"text":"Temperatures in the municipality are projected to rise, with mean daytime temperatures expected to reach 33.4°C by mid-century, increasing the risk of heat stress and the outbreak of tropical diseases.","ai_generated":true,"unit":"napglob-000095#insight-4","date_modified":"2026-10-23"},{"text":"Gender-disaggregated data reveals that women are more vulnerable to climate impacts than men, as they are more likely to reside in flood-prone areas and have significantly less access to social organizations and government support.","ai_generated":true,"unit":"napglob-000095#insight-5","date_modified":"2026-10-23"},{"text":"Agricultural productivity is highly sensitive to rainfall variability because the majority of farmers depend on rain-fed irrigation and lack access to agricultural insurance.","ai_generated":true,"unit":"napglob-000095#insight-6","date_modified":"2026-10-23"},{"text":"Adaptive capacity across the municipality is hindered by low levels of external support, with fewer than 10% of respondents receiving assistance from government, NGO, or R&D organizations.","ai_generated":true,"unit":"napglob-000095#insight-7","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","Flood risk management","agricultural productivity","heat stress","climate change scenario","water scarcity","deforestation"],"geography_discussed":["Ghana","Koforidua"],"frame_perspective":[],"analysis_type":["vulnerability assessment","climate projection","gender analysis"]},{"id":"napglob-000103","url":"https://climateinsightsdirectory.org/document/napglob-000103","title":"Climate Change Vulnerability Assessment for the Bibiani-Anhwiaso-Bekwai Municipal Assembly","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"report","language":"en","date_published":"2024-03","source_url":"https://napglobalnetwork.org/wp-content/uploads/2025/07/ghana_2024_cvra_report_bamba.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The assessment identifies the Awaso Zonal Council as the most vulnerable area in the Bibiani-Anhwiaso-Bekwai municipality due to high exposure to bushfires and droughts, combined with high sensitivity in agriculture and infrastructure. Agriculture and human health are ranked as the most vulnerable sectors, with rainfall variability and rising temperatures threatening crop yields and increasing disease prevalence. Projections indicate annual rainfall will increase to 1678 mm by 2050, while both day and night temperatures are expected to rise by 1°C by mid-century. The report recommends policy interventions including livelihood diversification, the construction of feeder roads, the implementation of early warning systems, and the promotion of climate-smart agriculture and irrigation.","ai_generated":true,"unit":"napglob-000103#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Agriculture and human health are the most vulnerable sectors in the municipality, both receiving the highest possible weighted average score of 5.00 in stakeholder rankings based on certainty, timing, and severity of impact.","ai_generated":true,"unit":"napglob-000103#insight-1","date_modified":"2026-10-23"},{"text":"The Awaso Zonal Council is the most vulnerable area in the municipality, driven by high exposure to natural disasters—specifically forest/bushfires and droughts—and high sensitivity in its agriculture and infrastructure sectors.","ai_generated":true,"unit":"napglob-000103#insight-2","date_modified":"2026-10-23"},{"text":"Climate projections for the municipality indicate that annual rainfall is expected to increase from 1484 mm in 2021 to 1678 mm by 2050, though it will remain variable with intermittent dry and wet years.","ai_generated":true,"unit":"napglob-000103#insight-3","date_modified":"2026-10-23"},{"text":"Temperatures in the municipality are projected to rise, with both annual minimum (night-time) and maximum (daytime) temperatures expected to increase by 1°C by 2050 and another 1°C by 2100.","ai_generated":true,"unit":"napglob-000103#insight-4","date_modified":"2026-10-23"},{"text":"Gender-based analysis reveals that women in the municipality are more vulnerable than men, as they have smaller average farm sizes (4.8 acres compared to 6.3 acres for men), lower education levels, and a higher proportion of houses located in flood-prone areas.","ai_generated":true,"unit":"napglob-000103#insight-5","date_modified":"2026-10-23"},{"text":"The municipality's adaptive capacity is heavily supported by social networks, with membership in social organizations ranging from 77% in Lineso to 97% in Awaso, though livelihood strategies are limited as 71% of households rely on a single source of income.","ai_generated":true,"unit":"napglob-000103#insight-6","date_modified":"2026-10-23"},{"text":"Infrastructure sensitivity is high across the municipality, with only 27% of households reporting access to good road networks and a widespread lack of disaster-resilient infrastructure and property insurance.","ai_generated":true,"unit":"napglob-000103#insight-7","date_modified":"2026-10-23"},{"text":"The report identifies a critical gap in disaster preparedness, noting that over 88% of households have never received warnings about impending flood or drought events.","ai_generated":true,"unit":"napglob-000103#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change vulnerability","national adaptation plan","agriculture","forestry","water resource","human health","infrastructure","Climate-smart agriculture","early warning system","rain","flood","drought"],"geography_discussed":["Ghana","Western North Region"],"frame_perspective":[],"analysis_type":["vulnerability assessment","climate projection","scenario planning"]},{"id":"napglob-000104","url":"https://climateinsightsdirectory.org/document/napglob-000104","title":"Climate Vulnerability Assessment for the Cape Coast Municipal Assembly (CCMA)","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"report","language":"en","date_published":"2024-03","source_url":"https://napglobalnetwork.org/wp-content/uploads/2025/07/ghana_2024_cvra_report_cape_coast.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The assessment identifies the Cape Coast Municipal Assembly (CCMA) as highly vulnerable to climate change, particularly through flooding and rising temperatures. Agriculture is ranked as the most vulnerable sector due to a total reliance on rainfed systems. The report highlights that coastal communities face severe risks from sea-level rise and erosion, exacerbated by illegal sand mining. Future projections indicate steadily rising temperatures and variable rainfall, necessitating adaptation strategies such as nature-based solutions, improved drainage, and the introduction of irrigation.","ai_generated":true,"unit":"napglob-000104#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Agriculture is the most vulnerable sector in the Cape Coast municipality, characterized by a total lack of irrigation technology among farmers.","ai_generated":true,"unit":"napglob-000104#insight-1","date_modified":"2026-10-23"},{"text":"Flooding is the most frequent extreme climatic event in the municipality, with 21.94% of the area classified as high flood hazard zones.","ai_generated":true,"unit":"napglob-000104#insight-2","date_modified":"2026-10-23"},{"text":"Illegal coastal sand and stone mining is identified as the primary cause of coastline erosion in Cape Coast, surpassing the impacts of sea-level rise and storm surges.","ai_generated":true,"unit":"napglob-000104#insight-3","date_modified":"2026-10-23"},{"text":"Historical climate data from 1980 to 2020 shows a significant increasing trend in both annual mean minimum and maximum temperatures, aligning with global trends.","ai_generated":true,"unit":"napglob-000104#insight-4","date_modified":"2026-10-23"},{"text":"Gender-based vulnerabilities are evident in limited resource access, with men representing 67.6% of beneficiaries in key district resilience programs compared to 32.2% for women.","ai_generated":true,"unit":"napglob-000104#insight-5","date_modified":"2026-10-23"},{"text":"Future projections to 2100 indicate that daytime and nighttime temperatures will rise steadily, with daytime temperatures expected to reach 32°C by the end of the century.","ai_generated":true,"unit":"napglob-000104#insight-6","date_modified":"2026-10-23"}],"climate_tags":["agriculture","coastal erosion","sea level rise","flood","climate change","drought","nature-based solutions","climate finance","agricultural irrigation","early warning system","national adaptation plan"],"geography_discussed":["Ghana"],"frame_perspective":[],"analysis_type":["vulnerability assessment","climate projection","risk mapping"]},{"id":"climcent-000226","url":"https://climateinsightsdirectory.org/document/climcent-000226","title":"Wettest Seasons in U.S. Regions","publisher":{"name":"Climate Central","organization":"climate-central"},"document_type":"fact sheet","language":"en","date_published":"2023-10-18","source_url":"https://www.climatecentral.org/climate-matters/wettest-seasons-in-us-regions-2023","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Climate Central analyzed precipitation data from 1969-70 to 2022-23 for the contiguous U.S., finding that while some regions have balanced seasonal rainfall, others rely heavily on a single season. Specifically, the West and Northwest are dominated by winter precipitation, while the Plains and Upper Midwest rely on summer rainfall. Climate change is altering these patterns, with a general increase in precipitation east of the Rockies and a decrease to the west. Warmer temperatures are increasing atmospheric moisture—approximately 10% more since 1970—which enhances extremes such as heavy downpours and intensifying droughts.","ai_generated":true,"unit":"climcent-000226#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Regional precipitation patterns in the contiguous U.S. vary significantly: the West and Northwest are primarily dependent on winter precipitation, whereas the Plains, Upper Midwest, and parts of the Southwest rely more on summer precipitation.","ai_generated":true,"unit":"climcent-000226#insight-1","date_modified":"2026-10-23"},{"text":"Long-term trends since 1901 show an overall increase in U.S. precipitation, though this is regionally split; increases occurred in the Northeast, Midwest, Great Plains, Ohio Valley, and South, while decreases were seen in the West and Southwest.","ai_generated":true,"unit":"climcent-000226#insight-2","date_modified":"2026-10-23"},{"text":"A comparison of normal periods from 1981-2010 and 1991-2020 indicates that annual average precipitation has increased east of the Rockies and decreased to the west, particularly in the Southwestern U.S.","ai_generated":true,"unit":"climcent-000226#insight-3","date_modified":"2026-10-23"},{"text":"Fourteen U.S. states receive at least one-third of their annual precipitation in a single season, with nine states receiving 40% or more in one season, increasing their vulnerability to climate-driven precipitation shifts. For example, California receives 52% of its precipitation in winter, while North Dakota receives 45% in summer.","ai_generated":true,"unit":"climcent-000226#insight-4","date_modified":"2026-10-23"},{"text":"Atmospheric moisture capacity increases by 4% for every 1°F of warming. Because the U.S. has warmed by 2.6°F since 1970, the atmosphere now holds approximately 10% more moisture on average, increasing the risk of heavy rainfall and flooding.","ai_generated":true,"unit":"climcent-000226#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate change","water-supply management","drought","flood risk"],"geography_discussed":["California","North Dakota","New Mexico","Minnesota","Florida","Oregon","Nebraska","South Dakota","Washington"],"frame_perspective":[],"analysis_type":["historical trend analysis","regional assessment","climate projection"]},{"id":"gclifun-004938","url":"https://climateinsightsdirectory.org/document/gclifun-004938","title":"Building the resilience of Togo's national health system and vulnerable communities to climate sensitive diseases","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2023-09-28","source_url":"https://www.greenclimate.fund/sites/default/files/document/29940-building-resilience-togos-national-health-system-and-vulnerable-communities-climate-sensitive.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document outlines a five-year, EUR 55.8 million project to transition Togo's health system to a climate-resilient model. It focuses on the northern regions of Centrale, Kara, and Savanes, where morbidity from malaria and diarrhoea is highest. The project aims to integrate meteorological data into health surveillance, establish early warning systems, upgrade health infrastructure to be heat-resistant, and improve community WASH services. It targets 273,224 direct beneficiaries and seeks EUR 37.6 million in GCF grants.","ai_generated":true,"unit":"gclifun-004938#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Togo's health system faces significant vulnerabilities, including a lack of intersectoral collaboration, inadequate integration of climate data into health planning, and a shortage of qualified personnel, with a ratio of approximately 1.6 healthcare staff per 1,000 inhabitants in 2022.","ai_generated":true,"unit":"gclifun-004938#insight-1","date_modified":"2026-10-23"},{"text":"The northern regions of Centrale, Kara, and Savanes are identified as the most vulnerable to climate-sensitive diseases. Projections indicate annual mean temperatures in these areas could increase by up to +1.0°C by 2040 and up to +2.40°C by 2070 under the RCP 8.5 scenario.","ai_generated":true,"unit":"gclifun-004938#insight-2","date_modified":"2026-10-23"},{"text":"Climate change is projected to increase the transmission of malaria and diarrhoea in Togo. Higher temperatures favour mosquito proliferation and bacterial reproduction, while alterations in wet and dry seasons can degrade sanitation infrastructure and contaminate freshwater sources.","ai_generated":true,"unit":"gclifun-004938#insight-3","date_modified":"2026-10-23"},{"text":"Extreme heat poses specific risks to maternal and neonatal health in Togo. High ambient temperatures are linked to increased risks of preterm birth, low birth weight, and stillbirths, with the odds of pre-term birth increasing 1.05-fold for each 1°C increase in temperature.","ai_generated":true,"unit":"gclifun-004938#insight-4","date_modified":"2026-10-23"},{"text":"The project will implement four main components: strengthening the surveillance system for climate-sensitive diseases, building an enabling institutional environment, improving health infrastructure and service delivery, and increasing community resilience through WASH and awareness activities.","ai_generated":true,"unit":"gclifun-004938#insight-5","date_modified":"2026-10-23"},{"text":"Specific infrastructure interventions include constructing heat-resilient maternity wards, installing 26 automated weather stations, and building climate-resilient latrines and boreholes with solar pumps in health facilities and communities.","ai_generated":true,"unit":"gclifun-004938#insight-6","date_modified":"2026-10-23"},{"text":"The project aims to reach 273,224 direct beneficiaries (approximately 3% of the total population) across 57 health facilities, while the entire population of 8.1 million is considered an indirect beneficiary.","ai_generated":true,"unit":"gclifun-004938#insight-7","date_modified":"2026-10-23"},{"text":"The total indicative cost of the project is EUR 55.8 million, with EUR 37.6 million requested as a grant from the GCF and EUR 18.2 million in expected co-financing from the Government of Togo, BMZ, and the EU.","ai_generated":true,"unit":"gclifun-004938#insight-8","date_modified":"2026-10-23"}],"climate_tags":["malaria","heat stress","early warning system","climate finance","climate change adaptation","vector-borne disease"],"geography_discussed":["Benin","Ghana","Burkina Faso","Nigeria","Maritime","Plateaux Region"],"frame_perspective":[],"analysis_type":["vulnerability assessment","climate projection","project proposal"]},{"id":"climcent-000062","url":"https://climateinsightsdirectory.org/document/climcent-000062","title":"Fewer Frigid Nights","publisher":{"name":"Climate Central","organization":"climate-central"},"document_type":"fact sheet","language":"en","date_published":"2023-01-25","source_url":"https://www.climatecentral.org/climate-matters/fewer-frigid-nights-2023","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Since 1970, 204 U.S. locations have seen a decrease in annual freezing nights, with an average reduction of 13 nights. Warming has been most rapid during winter and at night, with nighttime lows warming 25% faster than daytime highs since 1900. Projections indicate that by 2040, every state in the contiguous U.S. and Alaska will experience a drop in below-freezing days under a medium-high emissions scenario, with 23 states potentially seeing three to four fewer weeks of freezing days by mid-century. While this may reduce heating costs and cold-exposure risks, it threatens snow-fed water supplies, winter recreation economies, and fruit crop yields.","ai_generated":true,"unit":"climcent-000062#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Between 1970 and 2022, 204 out of 231 analyzed U.S. locations (88%) that typically experience freezing temperatures saw a long-term decrease in the annual number of freezing nights, with an average reduction of 13 nights.","ai_generated":true,"unit":"climcent-000062#insight-1","date_modified":"2026-10-23"},{"text":"The most significant decreases in freezing nights occurred in Reno, Nevada (91 fewer nights), Albuquerque, New Mexico (45 fewer nights), and Bend, Oregon (41 fewer nights). Some locations, including Las Vegas, New Orleans, Phoenix, and parts of California and Florida, no longer experience freezing nights.","ai_generated":true,"unit":"climcent-000062#insight-2","date_modified":"2026-10-23"},{"text":"Warming in the U.S. has been most pronounced during winter and at night; since 1900, nighttime lows have warmed at a rate of 1.78°F per century, which is approximately 25% faster than the 1.42°F per century rate for daytime highs.","ai_generated":true,"unit":"climcent-000062#insight-3","date_modified":"2026-10-23"},{"text":"Under a medium-high emissions scenario, all states in the contiguous U.S. and Alaska are projected to see a decrease in days with below-freezing temperatures by 2040. By 2050, 23 states—particularly in the Northeast, Upper Midwest, Plains, Southwest, and Northwest—are projected to have at least three or four fewer weeks of freezing days.","ai_generated":true,"unit":"climcent-000062#insight-4","date_modified":"2026-10-23"},{"text":"The reduction in freezing days and nights presents a mix of risks and benefits: it may lower home heating costs and reduce acute cold exposure risks for vulnerable populations, but it can disrupt snow-fed water supplies, harm winter recreation economies, expand the range of pests like ticks and mosquitoes, and impact fruit crop yields that require winter chill hours.","ai_generated":true,"unit":"climcent-000062#insight-5","date_modified":"2026-10-23"}],"climate_tags":["greenhouse gas emissions","water resource","vector-borne disease"],"geography_discussed":["Alaska","Reno","Albuquerque","Bend","Las Vegas","New Orleans","Phoenix","San Francisco","San Jose","Santa Maria","Fort Myers","Sarasota","Tampa Bay area","West Palm Beach"],"frame_perspective":[],"analysis_type":["trend analysis","climate projection"]},{"id":"sei-000745","url":"https://climateinsightsdirectory.org/document/sei-000745","title":"Climate Change Sittaung River","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2022-11-01","source_url":"https://www.sei.org/publications/climate-change-sittaung-river/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The study uses a Water Evaluation and Planning (WEAP) model and five CMIP5 GCMs to project climate impacts on the Sittaung river basin. Findings indicate that while increased riverine flows will likely benefit domestic water supply and hydropower generation, unmet agricultural demands for food production are expected to increase.","ai_generated":true,"unit":"sei-000745#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Future climate projections for the Sittaung river basin indicate an increase in average temperature and rainfall, with December and January becoming drier and warmer, and rainy months becoming wetter and warmer.","ai_generated":true,"unit":"sei-000745#insight-1","date_modified":"2026-10-23"},{"text":"Riverine flows at the basin outlet are projected to increase from a baseline of 1091 m3/s by 7–10% in the near future (2021–2050) and by 16–19% in the far future (2051–2080).","ai_generated":true,"unit":"sei-000745#insight-2","date_modified":"2026-10-23"},{"text":"Climate change is expected to have divergent impacts across sectors: unmet domestic demand (baseline 1.3 MCM) should decrease by approximately 50%, and total energy generation from nine hydropower projects (baseline 4.12 million MWh) is expected to increase by 9–11% in the near future and 16–17% in the far future; conversely, unmet agricultural demand (baseline 667 MCM) is estimated to increase by 11–15% in the near future and 14–19% in the far future.","ai_generated":true,"unit":"sei-000745#insight-3","date_modified":"2026-10-23"}],"climate_tags":["climate change","water management","precipitation","temperature"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["impact assessment","climate projection"]},{"id":"seforall-000089","url":"https://climateinsightsdirectory.org/document/seforall-000089","title":"Chilling Prospects 2022: Urban land-use and heat analysis in major cities of the Critical 9 countries","publisher":{"name":"Sustainable Energy for All","organization":"sustainable-energy-for-all"},"document_type":"report","language":"en","date_published":"2022-05-17","source_url":"https://www.seforall.org/data-stories/urban-land-use-and-heat-analysis","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The analysis examines how the expansion of built-up areas at the expense of natural heat sinks like green spaces and water bodies increases urban heat risks in major cities across the Critical 9 countries. Using Copernicus Land Monitoring Service data and the IPCC's SSP1-1.9 scenario, the report details specific land-use losses in cities such as Shanghai, Karachi, and Dhaka, linking these changes to increased vulnerability to dangerous heat days (above 35°C) and rising energy demands for active cooling.","ai_generated":true,"unit":"seforall-000089#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Shanghai experienced the largest increase in built-up area among the analyzed cities in the Critical 9 countries between 2015 and 2019, adding 8.96 square kilometers. This growth occurred alongside losses of 3.48 square kilometers of cultivated and managed vegetation and 3.38 square kilometers of open forest.","ai_generated":true,"unit":"seforall-000089#insight-1","date_modified":"2026-10-23"},{"text":"In Karachi, while the built-up area grew by 6.63 square kilometers between 2015 and 2019, there was a simultaneous and much larger increase in land used for cultivating produce, which grew by 213 square kilometers, potentially improving food security.","ai_generated":true,"unit":"seforall-000089#insight-2","date_modified":"2026-10-23"},{"text":"Dhaka's urban expansion between 2015 and 2019 added 0.93 square kilometers of built-up area, displacing 0.44 square kilometers of cultivated and managed vegetation, 0.27 square kilometers of herbaceous vegetation, and 0.1 square kilometers of herbaceous wetland.","ai_generated":true,"unit":"seforall-000089#insight-3","date_modified":"2026-10-23"},{"text":"Rapid urbanization in São Paulo has increased the population of informal settlements (favelas), which are often built to low standards on flood-prone or marshy land, leaving residents highly vulnerable to projected dangerous heat days (above 35°C) between September and November.","ai_generated":true,"unit":"seforall-000089#insight-4","date_modified":"2026-10-23"},{"text":"Mumbai's migration-driven growth has expanded informal settlements, such as the Dharavi slum with over 1 million residents, who face extreme vulnerability with projections of at least 15 days of dangerous heat per month from March to June.","ai_generated":true,"unit":"seforall-000089#insight-5","date_modified":"2026-10-23"},{"text":"Jakarta's increase of 0.87 square kilometers of built-up area between 2015 and 2019 included the removal of 0.14 square kilometers of open forest, which is expected to exacerbate the Urban Heat Island Effect and increase energy demand for cooling.","ai_generated":true,"unit":"seforall-000089#insight-6","date_modified":"2026-10-23"}],"climate_tags":["urban heat island","land-use change","urbanization","passive cooling","nature-based solutions","food security","urban resilience","informal housing","energy demand"],"geography_discussed":["Bangladesh","Dhaka","Indonesia","Jakarta","Pakistan","Karachi","Nigeria","Lagos","Mozambique","Maputo","India","Mumbai","Sudan","Omdurman","Brazil","São Paulo","People's Republic of China","Shanghai"],"frame_perspective":[],"analysis_type":["land-use analysis","climate projection"]},{"id":"sei-001509","url":"https://climateinsightsdirectory.org/document/sei-001509","title":"Plan Director de la Cuenca del Río Tupiza","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"executive summary","language":"es","date_published":"2021-12","source_url":"https://www.sei.org/wp-content/uploads/2023/05/pdc-tupiza-resumen-ejecutivo.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The 2021 Plan Director de la Cuenca del Río Tupiza (PDCRT) updates the 2018 plan to integrate climate change projections, sustainable sanitation, and robust decision-making tools. The plan identifies critical vulnerabilities in water access, irrigation, and mining impacts, proposing eight strategic lines of action with a total estimated investment of BOB 160,472,859 over a five-year horizon. Key findings include a projected reduction in annual river flow of up to 38% by 2050 under RCP 8.5 and significant gaps in sanitation, where 58% of inhabitants in 20 of the 24 studied communities practice open defecation.","ai_generated":true,"unit":"sei-001509#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Climate projections for the 2022-2050 horizon under the RCP 8.5 scenario indicate a significant reduction in water availability. The CMCC-CM model projects a 35% reduction in average annual flow, while the IPSL-CM5A-LR model projects a 38% reduction.","ai_generated":true,"unit":"sei-001509#insight-1","date_modified":"2026-10-23"},{"text":"There is a severe deficit in sanitation services across the basin; in 20 out of 24 evaluated communities, an average of 58% of the population practices open defecation.","ai_generated":true,"unit":"sei-001509#insight-2","date_modified":"2026-10-23"},{"text":"Water availability for irrigation is insufficient to cover the total irrigable area of approximately 17,397 hectares, with current sources only supporting an optimal irrigated area of 4,685 hectares, or 27% of the total.","ai_generated":true,"unit":"sei-001509#insight-3","date_modified":"2026-10-23"},{"text":"Mining activities have a widespread environmental footprint in the basin, with 54 identified mines or mining sites and 684 Mining Environmental Liabilities (PAM). Special Transitional Authorizations (ATEs) cover approximately 841 km², representing 36% of the basin's area.","ai_generated":true,"unit":"sei-001509#insight-4","date_modified":"2026-10-23"},{"text":"The basin's environmental functions are degraded, particularly in the Cabecera del río Salo, río Tatasi, and Palala-Tambillo micro-basins, characterized by loss of native vegetation, bofedales degradation, and soil erosion.","ai_generated":true,"unit":"sei-001509#insight-5","date_modified":"2026-10-23"},{"text":"The PDCRT defines eight strategic lines of action for a five-year implementation period, requiring a total investment of BOB 160,472,859. The highest investments are allocated to safe water and sanitation (BOB 64,107,226) and sustainable production/irrigation (BOB 65,396,486).","ai_generated":true,"unit":"sei-001509#insight-6","date_modified":"2026-10-23"}],"climate_tags":["climate change","water management","climate change adaptation","agricultural irrigation","biodiversity conservation","water security"],"geography_discussed":["Potosí Department","Bolivia","Tupiza","Atocha"],"frame_perspective":[],"analysis_type":["strategic planning","vulnerability assessment","climate projection"]}]}