{"query_echo":{"q":"","filters":{"analysis_type":["multicriteria analysis"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'multicriteria 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=multicriteria+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":"napglob-000073","url":"https://climateinsightsdirectory.org/document/napglob-000073","title":"Climate Adaptation Plan for Bekwai Municipal Assembly: Ghana","publisher":{"name":"NAP Global Network","organization":"nap-global-network"},"document_type":"report","language":"en","date_published":"2024-01","source_url":"https://napglobalnetwork.org/wp-content/uploads/2024/04/Climate-Change-Adaptation-Plan-for-Bekwai-Municipal-Assembly-Ghana-2024.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Bekwai Climate Change Adaptation Plan (2024-2030) identifies agriculture as the most vulnerable sector in the Bekwai Municipality of Ghana due to heavy reliance on rain-fed farming. The plan outlines prioritized adaptation actions across eight sectors, including the construction of irrigation systems, afforestation, and the reengineering of the Oda River bridge. It establishes a governance framework led by the Municipal Planning Co-ordination Unit and proposes a Monitoring, Evaluation, and Learning (MEL) system to track progress.","ai_generated":true,"unit":"napglob-000073#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Agriculture is identified as the most vulnerable sector in the Bekwai Municipality because the majority of residents rely on subsistence farming and lack irrigation systems, making them susceptible to rising temperatures, long dry spells, and intense precipitation.","ai_generated":true,"unit":"napglob-000073#insight-1","date_modified":"2026-10-23"},{"text":"The plan prioritizes six key adaptation actions for agriculture to support small-scale farmers: establishing early warning systems, constructing irrigation systems, promoting drought-resistant crop varieties, increasing farmer education on climate change, improving extension services for climate-smart agriculture, and providing alternative livelihoods.","ai_generated":true,"unit":"napglob-000073#insight-2","date_modified":"2026-10-23"},{"text":"Climate hazards in the municipality include increased rainfall variability, higher temperatures, and prolonged dry spells, with future projections suggesting annual mean temperatures will rise from 31.5°C in 2020 to 32.5°C by 2050.","ai_generated":true,"unit":"napglob-000073#insight-3","date_modified":"2026-10-23"},{"text":"Infrastructure vulnerabilities are highlighted by the Oda River bridge at Anwiankwanta, which becomes submerged during heavy rains, disrupting the Kumasi-Obuasi highway and causing flooding on nearby farms.","ai_generated":true,"unit":"napglob-000073#insight-4","date_modified":"2026-10-23"},{"text":"The plan emphasizes gender-responsive adaptation, noting that women have lower access to climate information services (35%) compared to men (65%) and face greater barriers in accessing credit.","ai_generated":true,"unit":"napglob-000073#insight-5","date_modified":"2026-10-23"},{"text":"Forestry adaptation focuses on combating deforestation driven by illegal mining and unsustainable land use through afforestation programs and the strengthening of forest governance structures.","ai_generated":true,"unit":"napglob-000073#insight-6","date_modified":"2026-10-23"},{"text":"To implement the plan, the Bekwai Municipal Assembly has tasked the Municipal Planning Co-ordination Unit (MPCU) with leading the process and establishing a first-of-its-kind climate change desk at the subnational level in Ghana.","ai_generated":true,"unit":"napglob-000073#insight-7","date_modified":"2026-10-23"},{"text":"The plan proposes a four-step Monitoring, Evaluation, and Learning (MEL) framework consisting of monitoring adaptation actions, evaluating progress and gaps, iteratively updating the National Adaptation Plan (NAP), and communicating results.","ai_generated":true,"unit":"napglob-000073#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","agriculture","agricultural irrigation","early warning system","Climate-smart agriculture","afforestation","water security","public health","gender equality","climate finance"],"geography_discussed":["Ashanti Region","Awiankwanta","Abenkyim"],"frame_perspective":[],"analysis_type":["vulnerability assessment","multicriteria analysis"]},{"id":"seforall-000137","url":"https://climateinsightsdirectory.org/document/seforall-000137","title":"BARBADOS ENERGY TRANSITION & INVESTMENT PLAN","publisher":{"name":"Sustainable Energy for All","organization":"sustainable-energy-for-all"},"document_type":"report","language":"en","date_published":null,"source_url":"https://www.seforall.org/system/files/2025-03/EnergyTransitionandInvestmentPlan-Barbados.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Barbados Energy Transition and Investment Plan (ETIP) identifies a net-zero emissions (NZE) target by 2035 as the most feasible pathway for the nation. Achieving this goal requires a total capital investment of BBD 19 billion by 2040, with the transport sector accounting for approximately BBD 17.3 billion of this total. The transition is expected to be driven by the widespread adoption of electric vehicles (EVs), onshore wind, solar PV, and blue hydrogen, while utilizing bioenergy carbon capture and storage (BECCS) in the industry sector to offset residual emissions. The plan projects that NZE 2035 will result in fuel cost savings of BBD 15.6 billion and create approximately 1,500 new jobs above business-as-usual levels by 2035. Key policy recommendations include implementing mandatory building energy codes, establishing a national electric mobility roadmap, and developing a governance structure featuring an Energy Transition Office to coordinate cross-ministerial implementation.","ai_generated":true,"unit":"seforall-000137#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"A multicriteria analysis determined that achieving net-zero emissions (NZE) by 2035 is the most feasible timeline for Barbados, balancing costs, environmental impact, job creation, and resilience.","ai_generated":true,"unit":"seforall-000137#insight-1","date_modified":"2026-10-23"},{"text":"The transition to NZE 2035 requires a total capital investment of BBD 19 billion between 2020 and 2040, with the transport sector representing the vast majority of this cost at approximately BBD 17.3 billion.","ai_generated":true,"unit":"seforall-000137#insight-2","date_modified":"2026-10-23"},{"text":"The NZE 2035 pathway is projected to generate BBD 15.6 billion in fuel cost savings compared to the business-as-usual (BAU) scenario, which outweighs the 20 percent increase in operation and maintenance costs.","ai_generated":true,"unit":"seforall-000137#insight-3","date_modified":"2026-10-23"},{"text":"The power sector's transition to NZE 2035 will rely on a generation mix consisting of onshore wind (45%), blue hydrogen (29%), and solar PV (24%) by 2040, with existing oil-based generation phased out by mid-2030.","ai_generated":true,"unit":"seforall-000137#insight-4","date_modified":"2026-10-23"},{"text":"Decarbonizing the transport sector depends on the total electrification of passenger cars by 2040 and the adoption of hydrogen-fuelled light trucks, which are expected to dominate the light truck mix by 67% in 2040.","ai_generated":true,"unit":"seforall-000137#insight-5","date_modified":"2026-10-23"},{"text":"The industry sector is expected to achieve carbon neutrality by 2025 and will utilize bioenergy carbon capture and storage (BECCS) to offset approximately 40 kt of CO2 emissions from other sectors by 2035.","ai_generated":true,"unit":"seforall-000137#insight-6","date_modified":"2026-10-23"},{"text":"The building sector's transition focuses on full electrification by 2035, with a particular emphasis on replacing LPG with electric cooking and implementing mandatory building energy codes to reduce energy demand by 30%.","ai_generated":true,"unit":"seforall-000137#insight-7","date_modified":"2026-10-23"},{"text":"The NZE 2035 scenario is projected to create approximately 1,500 direct and indirect jobs above BAU levels by 2035, primarily in the transport and renewable energy sectors.","ai_generated":true,"unit":"seforall-000137#insight-8","date_modified":"2026-10-23"},{"text":"To attract the necessary private capital, Barbados must employ de-risking instruments such as guarantees, insurance, hedging, and junior/subordinated capital to address country, credit, construction, and off-take risks.","ai_generated":true,"unit":"seforall-000137#insight-9","date_modified":"2026-10-23"}],"climate_tags":["Net-zero emissions","energy transition","renewable energy","photovoltaics","onshore wind farm","blue hydrogen","electric vehicle","energy efficiency","bio-energy with carbon capture and storage","carbon capture and storage","climate finance","biofuel","job creation","gender equality"],"geography_discussed":["Caribbean"],"frame_perspective":[],"analysis_type":["energy systems modelling","multicriteria analysis","sensitivity analysis"]}]}