{"query_echo":{"q":"","filters":{"analysis_type":["statistical assessment"]},"warnings":[]},"total":{"value":11,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=statistical+assessment","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":"climcent-000044","url":"https://climateinsightsdirectory.org/document/climcent-000044","title":"Risky summer heat 2025","publisher":{"name":"Climate Central","organization":"climate-central"},"document_type":"briefing","language":"en","date_published":"2025-09-16","source_url":"https://www.climatecentral.org/climate-matters/risky-summer-heat-2025","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Climate Central's analysis for June to August 2025 reveals that at least 22% of the global population experienced temperatures made at least twice as likely by climate change daily. In the U.S., over 21 million people in 32 cities faced 30 or more 'risky heat' days added by climate change, with some cities, such as Honolulu, seeing all their risky heat days attributed to human-caused warming.","ai_generated":true,"unit":"climcent-000044#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Between June 1 and August 31, 2025, at least 1.8 billion people, or 22% of the global population, experienced daily average temperatures that were at least twice as likely because of climate change (CSI level 2 or higher) every single day.","ai_generated":true,"unit":"climcent-000044#insight-1","date_modified":"2026-10-23"},{"text":"In the U.S., the average person experienced approximately 21 days with a strong climate change influence (CSI 2 or higher) during the meteorological summer. In Hawaii, this influence was present nearly every day, totaling 90 out of 92 days.","ai_generated":true,"unit":"climcent-000044#insight-2","date_modified":"2026-10-23"},{"text":"More than 21 million people across 32 U.S. cities experienced 30 or more 'risky heat' days—defined as temperatures hotter than 90% of those recorded locally from 1991-2020—that were added by climate change. The highest number of added risky heat days occurred in West Palm Beach, Florida (49), Anchorage, Alaska (48), Miami, Florida (47), and San Juan, Puerto Rico (46).","ai_generated":true,"unit":"climcent-000044#insight-3","date_modified":"2026-10-23"},{"text":"Climate change was the sole driver of all risky heat days experienced this summer in several U.S. cities, including Honolulu, Hawaii (38 days), McAllen, Texas (24), Houston, Texas (21), and Waco, Texas (9). In 112 U.S. cities, climate change was responsible for at least half of the risky heat days.","ai_generated":true,"unit":"climcent-000044#insight-4","date_modified":"2026-10-23"},{"text":"The U.S. was approximately 0.6°F warmer than the 1991-2020 average from June to August 2025, with 111 out of 247 U.S. cities seeing temperatures at least 1°F warmer than normal.","ai_generated":true,"unit":"climcent-000044#insight-5","date_modified":"2026-10-23"}],"climate_tags":["extreme heat","carbon dioxide emissions","extreme event attribution"],"geography_discussed":["Hawaii","Puerto Rico","West Palm Beach","Anchorage","Miami","San Juan","Honolulu","McAllen","Houston","Waco","Lewiston","Spokane","Missoula","Fresno","Yakima","Salt Lake City","Grand Junction","Bristol"],"frame_perspective":[],"analysis_type":["attribution analysis","statistical assessment"]},{"id":"ember-000458","url":"https://climateinsightsdirectory.org/document/ember-000458","title":"Global Electricity Trends","publisher":{"name":"Ember","organization":"ember"},"document_type":"report","language":"en","date_published":"2025-04-08","source_url":"https://ember-energy.org/chapter/global-electricity-trends-3/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"In 2024, global electricity demand rose by 4% to 30,856 TWh, driven largely by China and extreme heatwaves. Low-carbon sources reached a historic high of 40.9% of global generation, with solar and wind combined surpassing hydropower. Despite this, global power sector emissions hit a record high, increasing by 1.6% due to a rise in fossil generation linked to cooling demand during heatwaves.","ai_generated":true,"unit":"ember-000458#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Global electricity demand increased by 4% (+1,172 TWh) in 2024, reaching 30,856 TWh and crossing the 30,000 TWh threshold for the first time. This growth was influenced by hotter temperatures, which added 0.7% to demand, and emerging drivers like electric vehicles, data centres, and heat pumps, which contributed another 0.7% (+195 TWh).","ai_generated":true,"unit":"ember-000458#insight-1","date_modified":"2026-10-23"},{"text":"China is the primary driver of global electricity demand and generation changes. In 2024, China's demand grew by 623 TWh (+6.6%), accounting for over half of the global increase and representing 32.6% of total global demand. Since 2015, China has recorded the largest increases globally across solar, wind, hydro, nuclear, and coal, accounting for 45% of global growth in wind and solar generation.","ai_generated":true,"unit":"ember-000458#insight-2","date_modified":"2026-10-23"},{"text":"Low-carbon power sources reached 40.9% of global electricity generation in 2024, the highest level since the 1940s. Solar and wind combined accounted for 15% of global electricity (solar 6.9%, wind 8.1%), surpassing hydropower (14.3%) and nuclear (9%). Solar generation has doubled since 2021 and added 474 TWh (+29%) in 2024 alone.","ai_generated":true,"unit":"ember-000458#insight-3","date_modified":"2026-10-23"},{"text":"While the share of fossil sources declined to 59.1% in 2024, absolute fossil generation increased by 1.4% (+245 TWh), primarily due to heatwaves increasing cooling demand. Coal generation rose by 149 TWh (+1.4%) and gas by 103 TWh (+1.6%), with the US accounting for 57% of the global increase in gas generation.","ai_generated":true,"unit":"ember-000458#insight-4","date_modified":"2026-10-23"},{"text":"Global power sector emissions reached a record high in 2024, rising by 1.6% (223 million tonnes of CO2). China remains the largest emitter at 5,640 MtCO2 (38.6% of the global total), followed by the US (1,683 MtCO2) and India (1,457 MtCO2). Asia's share of global power sector emissions grew from 33% in 2000 to 63% in 2024.","ai_generated":true,"unit":"ember-000458#insight-5","date_modified":"2026-10-23"},{"text":"The emissions intensity of global power generation fell by 2.3% to 473 gCO2/kWh in 2024, representing a 15% decrease since the 2007 peak of 555 gCO2/kWh. India maintained a high emissions intensity of 708 gCO2/kWh, while Canada, Brazil, and France had the lowest intensities due to high shares of low-carbon generation.","ai_generated":true,"unit":"ember-000458#insight-6","date_modified":"2026-10-23"}],"climate_tags":["electric energy consumption","electricity generation","solar energy","wind power","hydropower","nuclear power","coal","natural gas","emission intensity","electric vehicle","data center","heat pump","sustainable energy"],"geography_discussed":["People's Republic of China","United States","India","Brazil","Russia","Vietnam","Turkey","European Union","Canada","France","Germany","Asia","Indonesia","Africa","Japan","South Korea","North America","Europe","Middle East","Saudi Arabia","Iran","Latin America and the Caribbean"],"frame_perspective":[],"analysis_type":["trend analysis","statistical assessment"]},{"id":"ember-000201","url":"https://climateinsightsdirectory.org/document/ember-000201","title":"تقرير المراجعة العالمية للكهرباء لعام 2025","publisher":{"name":"Ember","organization":"ember"},"document_type":"executive summary","language":"ar","date_published":"2025-04","source_url":"https://ember-energy.org/app/uploads/2025/04/AR-2025-Executive-Summary-FINAL.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"In 2024, low-carbon electricity generation exceeded 40% of the global total for the first time in decades, driven by unprecedented solar energy growth. Despite this, extreme heatwaves increased electricity demand for cooling, leading to a slight rise in fossil fuel generation and record-high sector emissions. Solar energy has doubled its generation over the last three years, with China contributing over half of the 2024 increase. The report concludes that while short-term weather fluctuations can cause temporary fossil fuel spikes, the long-term trend is dominated by clean energy growth and electrification.","ai_generated":true,"unit":"ember-000201#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Low-carbon electricity generation, including renewables and nuclear power, surpassed 40% of the global total in 2024, rising from 39.4% in 2023 to 40.9%.","ai_generated":true,"unit":"ember-000201#insight-1","date_modified":"2026-10-23"},{"text":"Solar energy generation has doubled over the past three years, exceeding 2,000 TWh, and was the fastest-growing source for the 20th consecutive year with a 29% growth rate in 2024.","ai_generated":true,"unit":"ember-000201#insight-2","date_modified":"2026-10-23"},{"text":"China's growth in clean generation accounted for 81% of its electricity demand increase in 2024, and China provided 53% of the global increase in solar generation that year.","ai_generated":true,"unit":"ember-000201#insight-3","date_modified":"2026-10-23"},{"text":"Heatwaves drove a 4.0% increase in global electricity demand in 2024, causing a 1.4% rise in fossil fuel generation and pushing sector emissions to a record 14.4 billion tonnes of CO2.","ai_generated":true,"unit":"ember-000201#insight-4","date_modified":"2026-10-23"},{"text":"Global solar capacity doubled in two years, reaching 2 TW in 2024 after having reached 1 TW in 2022.","ai_generated":true,"unit":"ember-000201#insight-5","date_modified":"2026-10-23"}],"climate_tags":["solar energy","renewable energy","nuclear power","hydroelectricity","wind energy","fossil fuel","greenhouse gas emissions","electric energy consumption","electric vehicle","heat pump","data center","battery energy storage system"],"geography_discussed":["People's Republic of China","India","European Union","Africa","Asia"],"frame_perspective":[],"analysis_type":["trend analysis","statistical assessment"]},{"id":"seforall-000331","url":"https://climateinsightsdirectory.org/document/seforall-000331","title":"TRACKING SDG7 2025 THE ENERGY PROGRESS REPORT","publisher":{"name":"Sustainable Energy for All","organization":"sustainable-energy-for-all"},"document_type":"report","language":"en","date_published":"2025","source_url":"https://www.seforall.org/system/files/2025-11/SDG7-Report2025-0804-V11.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report finds that global progress toward SDG 7 is off track, particularly in Sub-Saharan Africa. While electricity access reached 92% in 2023, 666 million people remain unconnected. Clean cooking access stands at 74%, leaving 2.1 billion people dependent on polluting fuels. Renewable energy's share of total final energy consumption was 17.9% in 2022, and global energy intensity improved by 2.1% in 2022. International public financial flows to developing countries for clean energy reached USD 21.6 billion in 2023, though this remains below the 2016 peak of USD 28.4 billion.","ai_generated":true,"unit":"seforall-000331#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Global electricity access reached 92% in 2023, with 666 million people still lacking access. This is an improvement from 87% in 2010, but the growth rate is insufficient to reach universal access by 2030.","ai_generated":true,"unit":"seforall-000331#insight-1","date_modified":"2026-10-23"},{"text":"Sub-Saharan Africa accounts for 85% of the global population without electricity, up from 50% in 2010. In 2023, the region's net electricity access gap fell by only 5 million people (from 570 million in 2022 to 565 million in 2023) because population growth nearly offset new connections.","ai_generated":true,"unit":"seforall-000331#insight-2","date_modified":"2026-10-23"},{"text":"Approximately 74% of the global population had access to clean cooking fuels and technologies in 2023, leaving 2.1 billion people dependent on polluting fuels. Projections suggest only 78% will have access by 2030, leaving 1.8 billion people without clean solutions.","ai_generated":true,"unit":"seforall-000331#insight-3","date_modified":"2026-10-23"},{"text":"In Sub-Saharan Africa, the number of people lacking access to clean cooking grows by 14 million annually. The region's access rate is particularly low in rural areas, where only 7% of the population has access compared to 42% in urban areas.","ai_generated":true,"unit":"seforall-000331#insight-4","date_modified":"2026-10-23"},{"text":"Renewable energy sources accounted for 17.9% of the world's total final energy consumption (TFEC) in 2022. While renewables made up almost 30% of global electricity consumption in 2022, their penetration in transport (3.9%) and heat (21%) remains limited.","ai_generated":true,"unit":"seforall-000331#insight-5","date_modified":"2026-10-23"},{"text":"Installed renewable energy capacity reached 478 watts per capita globally in 2023. There is a significant disparity between developed countries (1,162 watts per capita) and developing countries (341 watts per capita), with Sub-Saharan Africa lagging at 40 watts per capita.","ai_generated":true,"unit":"seforall-000331#insight-6","date_modified":"2026-10-23"},{"text":"Global primary energy intensity declined by 2.1% in 2022, reaching 3.87 MJ/USD. To meet the SDG 7.3 target of doubling the improvement rate relative to 1990–2010, energy intensity must improve by an average of 4% per year through 2030.","ai_generated":true,"unit":"seforall-000331#insight-7","date_modified":"2026-10-23"},{"text":"International public financial flows to developing countries for clean energy reached USD 21.6 billion in 2023, a 29% increase from 2022. However, this is lower than the 2016 peak of USD 28.4 billion.","ai_generated":true,"unit":"seforall-000331#insight-8","date_modified":"2026-10-23"},{"text":"Solar energy dominated international public financial flows in 2023, accounting for 44% of the total (USD 9.44 billion). Wind and hydropower followed, making up 22% of total flows combined.","ai_generated":true,"unit":"seforall-000331#insight-9","date_modified":"2026-10-23"},{"text":"International public financial flows are heavily debt-based, with debt instruments expanding from 70% in 2022 to 83% in 2023. Grants declined by 39% to account for only 9.8% of flows in 2023.","ai_generated":true,"unit":"seforall-000331#insight-10","date_modified":"2026-10-23"},{"text":"The top five recipients of international public flows in 2023 were India (almost USD 3 billion), Türkiye (USD 1.4 billion), Uzbekistan (USD 1.2 billion), South Africa (USD 935 million), and Nigeria (USD 829 million).","ai_generated":true,"unit":"seforall-000331#insight-11","date_modified":"2026-10-23"},{"text":"To meet the COP28 goal of tripling global renewable power capacity by 2030, the world needs to reach at least 11,000 GW of capacity. Current policies leave an ambition gap of between 3.8 and 4.2 TW.","ai_generated":true,"unit":"seforall-000331#insight-12","date_modified":"2026-10-23"},{"text":"Average annual energy-transition-related investments are estimated to need to be in the range of USD 4.2–4.5 trillion by 2030 to meet the SDG 7 targets.","ai_generated":true,"unit":"seforall-000331#insight-13","date_modified":"2026-10-23"}],"climate_tags":["clean cooking","renewable energy","energy efficiency","climate finance","solar energy","wind power","hydropower","bioenergy","Mini-grids","energy transition","household air pollution"],"geography_discussed":["sub-Saharan Africa","Central and Southern Asia","Nigeria","Democratic Republic of the Congo","Ethiopia","India","Turkey","Uzbekistan","South Africa","People's Republic of China","Brazil","Canada"],"frame_perspective":[],"analysis_type":["statistical assessment","policy analysis","trend projection"]},{"id":"climcent-000190","url":"https://climateinsightsdirectory.org/document/climcent-000190","title":"Coldest Days Warming Up","publisher":{"name":"Climate Central","organization":"climate-central"},"document_type":"fact sheet","language":"en","date_published":"2024-01-24","source_url":"https://www.climatecentral.org/climate-matters/coldest-days-warming-up","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Since 1970, the coldest day of the year has warmed by an average of 7°F across 242 U.S. locations, with 97% of locations seeing a rise of at least 1°F. Winter cold snaps have also become shorter, decreasing by an average of six days in 97% of 244 analyzed locations. The most significant warming of coldest days occurred in the Ohio Valley (8.7°F) and Northwest (8.4°F) regions, with the highest individual increases recorded in Boise, Idaho (15.7°F) and Las Vegas, Nevada (14.3°F). These trends contribute to longer allergy and growing seasons, disrupted crop chill requirements, and altered water supplies.","ai_generated":true,"unit":"climcent-000190#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Between 1970 and 2023, the annual coldest temperatures across 242 analyzed U.S. locations increased by an average of 7°F. The vast majority of these locations (97%) saw a rise of at least 1°F, and 74% experienced an increase of at least 5°F.","ai_generated":true,"unit":"climcent-000190#insight-1","date_modified":"2026-10-23"},{"text":"Regional analysis shows that every U.S. climate region had an average increase of at least 4.6°F in yearly coldest temperatures since 1970. The highest average increases were found in the Ohio Valley at 8.7°F and the Northwest at 8.4°F.","ai_generated":true,"unit":"climcent-000190#insight-2","date_modified":"2026-10-23"},{"text":"Specific U.S. cities recorded the highest increases in coldest temperatures since 1970, led by Boise, Idaho (15.7°F), followed by Las Vegas, Nevada (14.3°F), Idaho Falls, Idaho (14.3°F), and Reno, Nevada (14°F).","ai_generated":true,"unit":"climcent-000190#insight-3","date_modified":"2026-10-23"},{"text":"Winter cold snaps in the U.S. have become shorter and less frequent. From 1970 to 2021, cold snaps shortened by an average of six days in 97% of 244 analyzed locations.","ai_generated":true,"unit":"climcent-000190#insight-4","date_modified":"2026-10-23"},{"text":"The warming of the coldest time of year has various ecological and societal impacts, including longer growing and allergy seasons, disruption of chill requirements for fruit and nut crops, changes to snowfall and water supplies, and an increase in mosquito days.","ai_generated":true,"unit":"climcent-000190#insight-5","date_modified":"2026-10-23"}],"climate_tags":["agriculture","vector-borne disease","El Niño southern oscillation","fossil fuel","carbon dioxide emissions"],"geography_discussed":["Ohio Valley","Northwest","Boise","Las Vegas","Idaho Falls","Reno","Idaho","Nevada"],"frame_perspective":[],"analysis_type":["trend analysis","statistical assessment"]},{"id":"ember-000156","url":"https://climateinsightsdirectory.org/document/ember-000156","title":"Electricity Source Trends","publisher":{"name":"Ember","organization":"ember"},"document_type":"report","language":"en","date_published":"2023-01-31","source_url":"https://ember-energy.org/chapter/electricity-source-trends-eer23/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"In 2022, the EU electricity mix was led by nuclear (22%), gas (20%), coal (16%), and wind (15%), with solar accounting for 7.3%. While solar and wind continued their long-term growth trends, nuclear and hydro experienced significant declines due to plant closures and drought. Coal saw a temporary increase to offset these losses, while gas remained the only fossil fuel to show growth over the last two decades.","ai_generated":true,"unit":"ember-000156#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Solar and wind power continued to grow in 2022, with solar generation increasing by 24% to 203 TWh (7.3% of the mix) and wind generation rising by 8.6% to 420 TWh (15% of the mix). Germany was the largest generator for both sources, producing 59 TWh of solar and 126 TWh of wind electricity.","ai_generated":true,"unit":"ember-000156#insight-1","date_modified":"2026-10-23"},{"text":"Nuclear and hydro power suffered major declines in 2022. Nuclear generation fell by 16% (119 TWh) to 613 TWh, the largest year-on-year decline on record, driven by plant closures in Germany and heatwave-related outages in France. Hydro generation fell by 19% (66 TWh) to 283 TWh, reaching its lowest level since at least 2000 due to a drought-stricken summer.","ai_generated":true,"unit":"ember-000156#insight-2","date_modified":"2026-10-23"},{"text":"Coal generation increased by 6.7% (28 TWh) to 447 TWh in 2022, rising to a 16% share of the mix. This increase was described as largely temporary, serving to meet the reduction in nuclear and hydro generation, and was largely reversed by the fourth quarter of 2022.","ai_generated":true,"unit":"ember-000156#insight-3","date_modified":"2026-10-23"},{"text":"Gas power accounted for 20% of EU electricity production in 2022 (557 TWh), showing a slight increase of 0.8%. Over the last two decades, gas is the only fossil fuel to have seen growth, increasing from a 13% share in 2000 to 20% in 2022.","ai_generated":true,"unit":"ember-000156#insight-4","date_modified":"2026-10-23"},{"text":"Bioenergy produced 167 TWh (6% of the mix) in 2022, marking a 1.6% decline. This represents the first decrease in EU bioenergy electricity generation since 1996.","ai_generated":true,"unit":"ember-000156#insight-5","date_modified":"2026-10-23"}],"climate_tags":["solar energy","wind power","coal","natural gas","hydroelectricity","nuclear power","bioenergy","energy transition"],"geography_discussed":["Germany","Spain","Netherlands","France","Poland","Austria","Slovenia","Italy","Denmark","Lithuania","Ireland","Portugal","Sweden","Hungary","Cyprus","Estonia","Bulgaria","Greece","Finland","Latvia"],"frame_perspective":[],"analysis_type":["trend analysis","statistical assessment"]},{"id":"prio-001630","url":"https://climateinsightsdirectory.org/document/prio-001630","title":"Conflict Trends in Africa, 1989\u00132019","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"policy brief","language":"en","date_published":"2020-05","source_url":"https://cdn.cloud.prio.org/files/8f89b3fe-411f-49f3-b154-6314f38d5bdb/Palik and Rustad - Conflict Trends in Africa 1989-2019 Conflict Trends 5-2020.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"Between 1989 and 2019, Africa experienced a complex conflict landscape. While battle-related deaths have remained relatively low and stable since the early 2000s, the number of state-based conflicts reached a record high in 2019. There is a concerning increase in the involvement of the Islamic State and a rise in non-state communal conflicts. UN peacekeeping operations in the region saw a significant increase in troop size from 1999 to 2010.","ai_generated":true,"unit":"prio-001630#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In 2019, Africa recorded 25 state-based conflicts, the highest number since 1946. These included 11 civil conflicts and 14 internationalized civil conflicts, where external governments were involved.","ai_generated":true,"unit":"prio-001630#insight-1","date_modified":"2026-10-23"},{"text":"The Islamic State (IS) has a significant presence in African conflicts; in 2019, IS was involved in nine of the 25 recorded conflicts in Africa.","ai_generated":true,"unit":"prio-001630#insight-2","date_modified":"2026-10-23"},{"text":"Battle-related deaths in Africa have been relatively low and stable since the early 2000s, with totals not exceeding 10,000 in any year since 2001, except for 2014. In 2019, there were 8,400 battle-related deaths, with Somalia recording the highest number.","ai_generated":true,"unit":"prio-001630#insight-3","date_modified":"2026-10-23"},{"text":"Non-state conflicts, particularly communal conflicts, have risen over the last 10 years. Although the number of these conflicts decreased from 49 in 2018 to 42 in 2019, the level remains high compared to previous decades.","ai_generated":true,"unit":"prio-001630#insight-4","date_modified":"2026-10-23"},{"text":"Africa has the highest number of one-sided violence incidents between 1989 and 2019. In 2019, non-state actors killed 2,675 people through one-sided violence, while governments killed 742 people.","ai_generated":true,"unit":"prio-001630#insight-5","date_modified":"2026-10-23"},{"text":"Conflict is often geographically concentrated in hotspots, such as the Lake Chad region (Northeast Nigeria, Cameroon, Chad, and Niger) and eastern DR Congo. New violent hotspots have emerged in the border region between Mali and Burkina Faso and the Ambazonia region in Cameroon.","ai_generated":true,"unit":"prio-001630#insight-6","date_modified":"2026-10-23"},{"text":"UN peacekeeping operations (PKOs) in Africa saw a massive increase in average troop size from 2,348 in 1999 to 80,000 in 2010. In 2018, there were eight PKO missions recorded.","ai_generated":true,"unit":"prio-001630#insight-7","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Somalia","Libya","Nigeria","Burkina Faso","Mali","Niger","Mozambique","Rwanda","South Sudan","Cameroon","Chad","Sudan","Democratic Republic of the Congo","Central African Republic"],"frame_perspective":[],"analysis_type":["trend analysis","statistical assessment"]},{"id":"seforall-000227","url":"https://climateinsightsdirectory.org/document/seforall-000227","title":"Tracking SDG7: The Energy Progress Report 2019","publisher":{"name":"Sustainable Energy for All","organization":"sustainable-energy-for-all"},"document_type":"executive summary","language":"en","date_published":"2019","source_url":"https://www.seforall.org/system/files/2019-05/TrackingSDG7_execsum-2019.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The world is making progress toward SDG 7 but is not on track to meet 2030 targets at current ambition levels. While electricity access has expanded significantly, particularly in India, Bangladesh, and Kenya, Sub-Saharan Africa still faces a massive deficit. Clean cooking access is lagging due to population growth, and while renewable energy and energy efficiency are improving, they remain below the required rates to meet 2030 goals. Achieving these targets will require a substantial increase in annual investments across all three areas.","ai_generated":true,"unit":"seforall-000227#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Global electricity access reached 89% in 2017, up from 83% in 2010, though approximately 840 million people still lack access.","ai_generated":true,"unit":"seforall-000227#insight-1","date_modified":"2026-10-23"},{"text":"Sub-Saharan Africa has the most significant electricity access gap, with 573 million people lacking access; it is projected that 90% of the 650 million people still without electricity in 2030 will reside there.","ai_generated":true,"unit":"seforall-000227#insight-2","date_modified":"2026-10-23"},{"text":"Access to clean cooking solutions increased from 57% in 2010 to 61% in 2017, but population growth has kept the absolute number of people without access at nearly 3 billion.","ai_generated":true,"unit":"seforall-000227#insight-3","date_modified":"2026-10-23"},{"text":"India and China represent the largest absolute deficits in clean cooking access, together accounting for 1.3 billion people without such solutions.","ai_generated":true,"unit":"seforall-000227#insight-4","date_modified":"2026-10-23"},{"text":"Renewable energy's share of total final energy consumption was 17.5% in 2016, with the fastest growth occurring in electricity consumption, which reached a 24% share.","ai_generated":true,"unit":"seforall-000227#insight-5","date_modified":"2026-10-23"},{"text":"Global primary energy intensity improved to 5.1 MJ/USD in 2016, but the rate of improvement is below the SDG 7.3 target of over 2.7% annually, with a further slowdown to 1.3% in 2018.","ai_generated":true,"unit":"seforall-000227#insight-6","date_modified":"2026-10-23"},{"text":"To meet SDG 7 targets by 2030, annual average investments must increase to approximately $55 billion for energy access, $700 billion for renewable energy, and $600 billion for energy efficiency.","ai_generated":true,"unit":"seforall-000227#insight-7","date_modified":"2026-10-23"}],"climate_tags":["clean cooking","renewable energy","energy efficiency","climate finance","solar energy","wind power","hydropower","biofuel","biomass"],"geography_discussed":["sub-Saharan Africa","India","Bangladesh","Kenya","People's Republic of China","United States"],"frame_perspective":[],"analysis_type":["progress tracking","statistical assessment","investment projection"]},{"id":"seforall-000225","url":"https://climateinsightsdirectory.org/document/seforall-000225","title":"TRACKING SDG7: THE ENERGY PROGRESS REPORT","publisher":{"name":"Sustainable Energy for All","organization":"sustainable-energy-for-all"},"document_type":"executive summary","language":"en","date_published":"2018","source_url":"https://www.seforall.org/system/files/2019-05/TrackingSDG7_18-executive_summary.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The world is not on track to meet SDG7 by 2030, with progress falling short across all four targets. While electricity access is accelerating in sub-Saharan Africa and South Asia, and renewable energy is growing in the electricity sector, access to clean cooking remains the most lagging area. Energy efficiency is improving, particularly in the industrial sector, though the rate of improvement is below the target required to double the global rate by 2030.","ai_generated":true,"unit":"seforall-000225#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The world is currently failing to meet all four targets of Sustainable Development Goal 7 (SDG7), which aims for universal access to affordable, reliable, sustainable, and modern energy by 2030.","ai_generated":true,"unit":"seforall-000225#insight-1","date_modified":"2026-10-23"},{"text":"Approximately 1 billion people, or 13% of the global population, lack electricity. While access is increasing by about 118 million people annually, current trajectories suggest 674 million people will still be without power in 2030.","ai_generated":true,"unit":"seforall-000225#insight-2","date_modified":"2026-10-23"},{"text":"Electrification is accelerating in sub-Saharan Africa, where the number of people without access has begun to fall in absolute terms for the first time. Strong performers in East Africa, as well as Bangladesh, Ethiopia, Kenya, and Tanzania, have expanded access by at least 3% of their population annually between 2010 and 2016.","ai_generated":true,"unit":"seforall-000225#insight-3","date_modified":"2026-10-23"},{"text":"Access to clean cooking is the most lagging SDG7 target, with over 3 billion people (more than 40% of the population) lacking clean fuels and technologies. This results in approximately 4 million deaths annually due to household air pollution.","ai_generated":true,"unit":"seforall-000225#insight-4","date_modified":"2026-10-23"},{"text":"Renewable energy reached 17.5% of total final energy consumption in 2015, with modern renewables accounting for 9.6%. While renewables in the electricity sector reached 22.8% in 2015, penetration remains very low in transport (2.8%) and heating (24.8%, with only one third from modern sources).","ai_generated":true,"unit":"seforall-000225#insight-5","date_modified":"2026-10-23"},{"text":"Global energy intensity declined by an average of 2.2% annually between 2010 and 2015, but this is below the 2.6% annual decline required to double the rate of energy efficiency improvement by 2030.","ai_generated":true,"unit":"seforall-000225#insight-6","date_modified":"2026-10-23"},{"text":"Economic growth is uncoupling from energy use, as global GDP grew nearly twice as fast as primary energy supply between 2010 and 2015 across all income groups and all regions except Western Asia.","ai_generated":true,"unit":"seforall-000225#insight-7","date_modified":"2026-10-23"}],"climate_tags":["energy access","clean cooking","renewable energy","energy efficiency","household air pollution"],"geography_discussed":["sub-Saharan Africa","South Asia","Bangladesh","Ethiopia","Kenya","Tanzania","India","People's Republic of China","Brazil","United Kingdom","West Asia"],"frame_perspective":[],"analysis_type":["progress tracking","statistical assessment"]},{"id":"prio-001253","url":"https://climateinsightsdirectory.org/document/prio-001253","title":"Climate and Conflict: A Comment on Hsiang et al.’s Reply to Buhaug et al.","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"research paper","language":"en","date_published":"2014","source_url":"https://cdn.cloud.prio.org/files/eb3b5662-7997-446a-806d-1ae0b65cf305/Buhaug and Nordkvelle - Climate and conflict PRIO Paper.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The authors argue that a fixed effect-based meta-analysis is inappropriate for studying the climate-conflict relationship due to extreme causal heterogeneity across different climatic conditions, conflict types, and spatial scales. While acknowledging a minor coding error, they maintain that the distribution of effects across studies contradicts the claim of a robust, singular aggregate relationship between climate and conflict.","ai_generated":true,"unit":"prio-001253#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The authors argue that the fixed effect model used by Hsiang et al. (2013) is inappropriate because it assumes causal homogeneity, which is violated by the diversity of the data. The sample includes a wide array of social phenomena (from urban riots to civil war), climatic events (from heat waves to ENSO cycles), and spatial scales (from municipalities to the entire world).","ai_generated":true,"unit":"prio-001253#insight-1","date_modified":"2026-10-23"},{"text":"The authors contend that there is no single 'true' effect connecting various climatic conditions and forms of conflict across different spatiotemporal scales. Consequently, they argue that the estimated average effect reported by Hsiang et al. lacks substantive meaning.","ai_generated":true,"unit":"prio-001253#insight-2","date_modified":"2026-10-23"},{"text":"The authors acknowledge a coding error identified by HBM where one result from O’Loughlin et al. (2012) was omitted when estimating the aggregate temperature effect. However, they state that correcting this error has little influence on the overall interpretation of the temperature-conflict pattern.","ai_generated":true,"unit":"prio-001253#insight-3","date_modified":"2026-10-23"},{"text":"The authors caution that a tendency toward positive effects in current literature does not prove that sustained warming will increase future civil conflict risk. They note that the surveyed literature focuses on climatic variability rather than climate change, and it is not certain that future societies will respond to normal weather in the same way they currently respond to anomalies.","ai_generated":true,"unit":"prio-001253#insight-4","date_modified":"2026-10-23"},{"text":"The authors suggest that selection bias may be present in climate-conflict research, potentially driven by 'norms of conformity' that reward specific results. They argue that sampling based on reported results rather than original datasets may accentuate this bias.","ai_generated":true,"unit":"prio-001253#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate variability","climate change"],"geography_discussed":["Brazil","Somalia","East Africa"],"frame_perspective":[],"analysis_type":["methodological critique","statistical assessment"]},{"id":"prio-001472","url":"https://climateinsightsdirectory.org/document/prio-001472","title":"Implications of Climate Change for Armed Conflict","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"research paper","language":"en","date_published":"2008-02-25","source_url":"https://cdn.cloud.prio.org/files/74e53368-12c8-4f9c-b256-c31d58645820/Implications of Climate Change for Armed Conflict.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The paper investigates how climate change—specifically through resource scarcity, sea-level rise, and natural disasters—may increase the risk of armed conflict. It proposes a two-stage causal model where environmental changes trigger social catalysts such as economic instability, political instability, social fragmentation, migration, and inappropriate responses. The authors highlight a paradox: while global warming has accelerated, the frequency and severity of armed conflict have generally declined. Empirically, the authors find that statistical literature has failed to establish a robust, general association between resource scarcity and civil war, suggesting that conflict risk depends heavily on country-specific vulnerabilities and governance. The paper recommends prioritizing sustainable development in vulnerable societies and integrating security analysis into IPCC assessments.","ai_generated":true,"unit":"prio-001472#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Climate change is theorized to increase conflict risk through three primary environmental processes: the intensification of natural disasters, increasing resource scarcity, and sea-level rise, which together threaten infrastructure, health, and livelihoods.","ai_generated":true,"unit":"prio-001472#insight-1","date_modified":"2026-10-23"},{"text":"The relationship between climate change and armed conflict is indirect, operating through five potential social catalysts: economic instability, political instability, social fragmentation, migration, and inappropriate responses.","ai_generated":true,"unit":"prio-001472#insight-2","date_modified":"2026-10-23"},{"text":"There is a notable empirical paradox where the visible effects of global warming have emerged during a period of dramatic reduction in the frequency and severity of global armed conflict.","ai_generated":true,"unit":"prio-001472#insight-3","date_modified":"2026-10-23"},{"text":"Statistical research has failed to find a consistent and robust association between resource scarcity and civil war, contrasting with single-case analyses that suggest scarcity contributes to violence only when interacting with other conflict-promoting factors.","ai_generated":true,"unit":"prio-001472#insight-4","date_modified":"2026-10-23"},{"text":"The risk of conflict resulting from climate change is highest in societies with pre-existing vulnerabilities, such as bad governance, high social inequality, and a history of violence, particularly in East-Central Africa, the Middle East, and Central and East Asia.","ai_generated":true,"unit":"prio-001472#insight-5","date_modified":"2026-10-23"},{"text":"Democratic regimes are expected to handle climate-induced challenges more peacefully than non-democratic or inconsistent systems due to higher levels of accountability, justice, and responsiveness.","ai_generated":true,"unit":"prio-001472#insight-6","date_modified":"2026-10-23"},{"text":"Existing empirical literature on environmental conflict is limited by overly aggregated research designs, a lack of reliable time-varying environmental data, and a focus on the onset of severe wars rather than low-level or non-state violence.","ai_generated":true,"unit":"prio-001472#insight-7","date_modified":"2026-10-23"},{"text":"Countermeasures to climate change, such as drastic CO2 emission reductions in high-growth developing nations or the expansion of biofuel programs, may themselves create new security risks and social unrest.","ai_generated":true,"unit":"prio-001472#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change","sea level rise","natural disaster","climate migration","food insecurity","sustainable development","climate change adaptation","climate change mitigation","biofuel"],"geography_discussed":["Middle East","People's Republic of China","India","Mexico","Maldives","Kenya","Rwanda"],"frame_perspective":[],"analysis_type":["literature review","theoretical modeling","statistical assessment"]}]}