{"query_echo":{"q":"","filters":{"analysis_type":["mapping analysis"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'mapping analysis' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":2,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=mapping+analysis","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":"gem-000232","url":"https://climateinsightsdirectory.org/document/gem-000232","title":"即使排放激增放缓，中国电力和钢铁企业仍不断进行煤炭投资","publisher":{"name":"Global Energy Monitor","organization":"global-energy-monitor"},"document_type":"briefing","language":"zh","date_published":"2021-08","source_url":"https://globalenergymonitor.org/sites/default/files/migration/reports/GEM_CREA-China-Q2-briefing_11.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Despite a slowdown in emission growth in Q2 2021, China's power and steel sectors continued to announce significant new coal-based capacity in the first half of the year. The report highlights a contradiction between economic growth driven by construction and decarbonization goals, noting that zero-emission power only met 30% of electricity demand growth between H1 2019 and H1 2021. While government measures to control fiscal overspending and industrial output led to a slowdown in CO2 emission growth in the second quarter, the continued announcement of coal-based projects risks creating stranded assets and hindering the transition to low-carbon technologies.","ai_generated":true,"unit":"gem-000232#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The power sector's transition to clean energy is lagging; between the first half of 2019 and the first half of 2021, zero-emission generation accounted for only 30% of the growth in electricity demand. To meet 2030 emission targets, this proportion must exceed 100% by 2030.","ai_generated":true,"unit":"gem-000232#insight-1","date_modified":"2026-10-23"},{"text":"The steel industry continues to rely on coal, with 35 million tonnes of new coal-based ironmaking capacity announced in H1 2021, exceeding the total capacity announced for the entire year of 2020. There has been no progress in increasing the share of electric arc furnace or direct reduced iron (DRI) steelmaking over the last decade.","ai_generated":true,"unit":"gem-000232#insight-2","date_modified":"2026-10-23"},{"text":"CO2 emission growth slowed in the second quarter of 2021 compared to the first quarter, reflecting the impact of government measures to control industrial output and tighten credit in the construction sector. Q2 emissions rose by approximately 2% compared to 2020 and 6% compared to 2019, whereas Q1 emissions were 9% higher than 2019 levels.","ai_generated":true,"unit":"gem-000232#insight-3","date_modified":"2026-10-23"}],"climate_tags":["coal-fired power station","iron and steel industry","carbon dioxide emissions","carbon neutrality","renewable energy","wind power","solar energy","nuclear power","green hydrogen","stranded asset"],"geography_discussed":["Netherlands","Guizhou","Shaanxi","Shanxi","Inner Mongolia","Shandong","Tianjin","Guangdong","Guangxi","Anhui","Henan"],"frame_perspective":[],"analysis_type":["mapping analysis","emission trend analysis"]},{"id":"ucs-000814","url":"https://climateinsightsdirectory.org/document/ucs-000814","title":"Lights Out?","publisher":{"name":"Union of Concerned Scientists","organization":"union-of-concerned-scientists"},"document_type":"report","language":"en","date_published":"2015-10","source_url":"https://www.ucs.org/sites/default/files/attach/2015/10/lights-out-full-report.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report examines how rising sea levels and storm surges threaten critical electricity infrastructure, such as substations and power plants, in five major U.S. coastal regions. It finds that significant portions of the grid are already exposed to flooding, which can lead to widespread and prolonged power outages. The authors argue that current planning relies on outdated historical data and recommend a shift toward decentralized, resilient clean energy systems—including microgrids, energy storage, and combined heat and power plants—alongside infrastructure adaptation strategies like protection, accommodation, and retreat.","ai_generated":true,"unit":"ucs-000814#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"A significant portion of electricity infrastructure serving over 70 million coastal residents is already exposed to flooding from severe storms, with the share of exposed substations ranging from 16 percent in southeastern Florida to nearly 70 percent in the central Gulf Coast.","ai_generated":true,"unit":"ucs-000814#insight-1","date_modified":"2026-10-23"},{"text":"Sea level rise is projected to increase the number of exposed substations over time; for example, in southeastern Florida, the number of major substations exposed to a Category 3 storm could more than double by 2050 and triple by 2070.","ai_generated":true,"unit":"ucs-000814#insight-2","date_modified":"2026-10-23"},{"text":"The U.S. electric grid is increasingly susceptible to failure due to age and poor condition, with weather-related events causing an increasing share of total transmission grid disturbances, rising from approximately one-quarter in 1992 to approximately three-quarters in 2011.","ai_generated":true,"unit":"ucs-000814#insight-3","date_modified":"2026-10-23"},{"text":"Current electricity planning and flood protection policies are largely based on retrospective FEMA flood hazard maps that use historical data and do not incorporate future sea level rise, leaving long-lived infrastructure vulnerable.","ai_generated":true,"unit":"ucs-000814#insight-4","date_modified":"2026-10-23"},{"text":"The report identifies three primary adaptation strategies for coastal infrastructure: protection (building defenses like seawalls), accommodation (modifying infrastructure, such as elevating substations), and retreat (relocating or retiring at-risk assets).","ai_generated":true,"unit":"ucs-000814#insight-5","date_modified":"2026-10-23"},{"text":"Decentralized clean energy solutions—specifically renewable energy with energy storage, combined heat and power (CHP) plants, and microgrids—provide greater resilience than the centralized grid or traditional diesel backup generators, which failed in 50 to 60 percent of cases during Hurricane Sandy in New York.","ai_generated":true,"unit":"ucs-000814#insight-6","date_modified":"2026-10-23"},{"text":"The cost of wind and solar power in the U.S. has declined by more than 60 percent over the past five years, making these resilient power systems more cost-effective for communities.","ai_generated":true,"unit":"ucs-000814#insight-7","date_modified":"2026-10-23"},{"text":"The electric power sector was the largest single contributor to U.S. global warming emissions in 2013, representing nearly one-third of total emissions.","ai_generated":true,"unit":"ucs-000814#insight-8","date_modified":"2026-10-23"}],"climate_tags":["sea level rise","storm surge","coastal flood","climate change adaptation","renewable energy","energy storage","microgrid","distributed generation","carbon dioxide emissions","energy efficiency","Resilience (power system)"],"geography_discussed":["New Jersey","Massachusetts","New York"],"frame_perspective":[],"analysis_type":["risk assessment","mapping analysis","case study","policy recommendation"]}]}