{"query_echo":{"q":"","filters":{"analysis_type":["scenario planning"]},"warnings":[]},"total":{"value":44,"relation":"eq"},"page":3,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=scenario+planning&page=3","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":"rmi-001088","url":"https://climateinsightsdirectory.org/document/rmi-001088","title":"21st Century Water Systems: Scenarios, Visions, and Drivers","publisher":{"name":"RMI","organization":"rmi"},"document_type":"research paper","language":"en","date_published":null,"source_url":"https://rmi.org/app/uploads/2017/05/RMI_Document_Repository_Public-Reprts_W99-21_21CentWaterSys.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document outlines four plausible scenarios for the year 2010 based on federal regulatory roles and financial environments. It advocates for a 'water soft path' paradigm shift, moving from centralized, demand-driven 'gray infrastructure' toward decentralized, efficient, and integrated 'green infrastructure.' The author identifies drivers for this transition, including end-use efficiency, waterless sanitation, stormwater harvesting, and technological spill-overs from the distributed energy revolution, such as fuel cells and hybrid-electric vehicles.","ai_generated":true,"unit":"rmi-001088#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"RMI developed four scenarios for urban water systems in 2010 based on two critical uncertainties: the federal government's role in water management and the state of the financial environment. These scenarios are 'Approaching Apocalypse' (reduced federal role, weak finance), 'Off to Market' (reduced federal role, supportive finance), 'Seeking Camelot' (dominant federal role, supportive finance), and 'Mandate' (dominant federal role, weak finance).","ai_generated":true,"unit":"rmi-001088#insight-1","date_modified":"2026-10-23"},{"text":"The 'water soft path' is a proposed paradigm shift that treats human waste and stormwater as resources rather than nuisances, emphasizes demand management over building for demand, and utilizes 'green infrastructure'—the natural capacities of soil and vegetation—alongside decentralized systems.","ai_generated":true,"unit":"rmi-001088#insight-2","date_modified":"2026-10-23"},{"text":"Significant water savings are achievable through residential indoor efficiency; the document suggests that full implementation of the best available technologies could reduce total potential indoor residential use by 50 percent or more.","ai_generated":true,"unit":"rmi-001088#insight-3","date_modified":"2026-10-23"},{"text":"The transition to hybrid-electric vehicles is expected to improve the quality of urban runoff by reducing the deposition of brake and tread wear particles and eliminating motor vehicle oil leakage and burning.","ai_generated":true,"unit":"rmi-001088#insight-4","date_modified":"2026-10-23"},{"text":"The development of hydrogen fuel cells for the automotive market is expected to lower costs for building-scale installations, which produce chemically pure water as their only emission and can be integrated with existing electric and gas infrastructure.","ai_generated":true,"unit":"rmi-001088#insight-5","date_modified":"2026-10-23"},{"text":"The 'distributed resources revolution' in the electric utility industry, characterized by small-scale generation units, is expected to provide management expertise and technological spill-overs that will improve the viability of decentralized water systems.","ai_generated":true,"unit":"rmi-001088#insight-6","date_modified":"2026-10-23"}],"climate_tags":["wastewater treatment","water conservation","green infrastructure","rainwater harvesting","hybrid electric vehicle","fuel cell","distributed generation"],"geography_discussed":["Sweden","Switzerland","Australia","Zurich","Adelaide","Maryland","Pennsylvania","World"],"frame_perspective":[],"analysis_type":["scenario planning","visioning","paradigm analysis"]},{"id":"saiia-001247","url":"https://climateinsightsdirectory.org/document/saiia-001247","title":"FUTURES OF TVET SKILLS: A SOUTH AFRICAN GREEN HYDROGEN STRATEGIC FRAMEWORK","publisher":{"name":"South African Institute of International Affairs","organization":"south-african-institute-of-international-affairs"},"document_type":"research paper","language":"en","date_published":null,"source_url":"https://saiia.org.za/wp-content/uploads/2026/03/Workstream-7-Futures-of-TVET-Skills-A-Green-Hydrogen-Strategic-Framework.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The research paper outlines a strategic framework to align South Africa's TVET system with the needs of a future green hydrogen economy. Using foresight tools like the Three Horizons Framework and scenario planning, it identifies systemic failures in the current TVET model—such as misalignment with industry needs and funding deficits—and proposes a shift toward 'economic wellbeing' rather than just job placement. The framework suggests sustained innovations, such as scaling Centres of Specialisation (CoS), and disruptive innovations, including nano/micro-credentialing and the use of AR/VR toolkits, to ensure a just labour transition by 2050.","ai_generated":true,"unit":"saiia-001247#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The current TVET system (H1) is characterized by a significant misalignment with industry needs, resulting in poor labour absorption, a lack of qualified teachers, and a disconnect between vocational skills development and economic strategies.","ai_generated":true,"unit":"saiia-001247#insight-1","date_modified":"2026-10-23"},{"text":"The framework advocates for a shift from a narrow focus on 'jobs' toward a holistic concept of 'economic wellbeing,' which encompasses paid work, household provisioning, provisioning of the commons, and state infrastructural support.","ai_generated":true,"unit":"saiia-001247#insight-2","date_modified":"2026-10-23"},{"text":"To achieve a just transition, the document identifies several high-impact uncertainties, the most critical being the level of political will and policy certainty, and the ability to create demand-led educational outcomes.","ai_generated":true,"unit":"saiia-001247#insight-3","date_modified":"2026-10-23"},{"text":"The 'Economic wellbeing ecosystems' desirable future scenario envisions a transformed TVET system utilizing 'nano and micro educational outcomes' to allow for customizable, stackable qualifications and the use of AR/VR 'education metaverse' tools to remove geographical and language barriers.","ai_generated":true,"unit":"saiia-001247#insight-4","date_modified":"2026-10-23"},{"text":"The document warns of several 'Possible Futures' if the transition is mismanaged, including 'Survival of the greenest,' where 'greenwashed' education fails to meet actual sustainability needs, and 'All sebenza, no pay,' where effective policy exists but training outcomes remain poorly designed, leading to an unjust labour transition.","ai_generated":true,"unit":"saiia-001247#insight-5","date_modified":"2026-10-23"},{"text":"The strategic framework proposes 'sustained innovations' to optimize existing systems, such as scaling Centres of Specialisation (CoS) and creating a green hydrogen industry body, alongside 'disruptive innovations' like implementing industrial policy measures to stimulate the domestic green hydrogen market.","ai_generated":true,"unit":"saiia-001247#insight-6","date_modified":"2026-10-23"}],"climate_tags":["green hydrogen","just transition","decarbonization","energy transition","industrial policy","climate change","Net-zero emissions"],"geography_discussed":["Northern Cape","Gauteng","India","Nigeria","Africa"],"frame_perspective":[],"analysis_type":["strategic framework","scenario planning","foresight analysis"]},{"id":"sei-001988","url":"https://climateinsightsdirectory.org/document/sei-001988","title":"Microsoft Word - formatted_Roadmap-Energy Connectivity in Central Asia_v1.docx","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"en","date_published":null,"source_url":"https://leap.sei.org/documents/UNECECentralAsia2025.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report argues that transitioning from national energy self-sufficiency to an integrated regional power system in Central Asia would enhance energy security, lower electricity production costs, and accelerate decarbonization. Modelling indicates that 'Unlimited transmission' could reduce electricity production emissions intensity by approximately 3% and save 1.4 billion USD in annual costs by 2050 compared to self-sufficiency. The document highlights the potential for Kazakhstan to become a hydrogen hub (primarily via 'blue' hydrogen) and for Tajikistan and Kyrgyzstan to provide baseload hydropower. To achieve this, the report proposes a roadmap integrating technical, political, financial, and organizational considerations.","ai_generated":true,"unit":"sei-001988#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"An integrated energy system enabling multilateral real-time power trading would provide Central Asian countries with access to a broader variety of renewable and low-carbon energy sources than they could access in isolation, improving regional energy security and grid stability through increased flexibility and redundancy.","ai_generated":true,"unit":"sei-001988#insight-1","date_modified":"2026-10-23"},{"text":"Regional connectivity allows for the strategic use of diverse low-carbon baseload power: Turkmenistan and Kazakhstan can provide flexible baseload power via gas coupled with CCUS, Kazakhstan and Uzbekistan can leverage uranium for nuclear energy, and Tajikistan and Kyrgyzstan can provide large quantities of baseload hydropower by 2030.","ai_generated":true,"unit":"sei-001988#insight-2","date_modified":"2026-10-23"},{"text":"Modelling shows that an 'Unlimited transmission' scenario would result in electricity production emissions intensity being approximately 3% lower than a 'National energy self-sufficiency' scenario, with annual electricity production cost savings reaching 1.4 billion USD by 2050.","ai_generated":true,"unit":"sei-001988#insight-3","date_modified":"2026-10-23"},{"text":"Kazakhstan is projected to become a major player in the hydrogen market under high-connectivity scenarios; however, steam methane reforming (SMR) with carbon capture and storage (CCS) for 'blue' hydrogen is currently the most cost-effective technology over green hydrogen.","ai_generated":true,"unit":"sei-001988#insight-4","date_modified":"2026-10-23"},{"text":"The 'Unlimited Transmission' scenario identifies significant economically efficient infrastructure additions, including increasing the Kazakhstan-Uzbekistan connection from 1718 MW to 7906 MW, and adding 9500 MW to Kazakhstan's North-South connection.","ai_generated":true,"unit":"sei-001988#insight-5","date_modified":"2026-10-23"},{"text":"By 2050, the 'Full Connectivity' scenario suggests Central Asia could eliminate its dependence on energy imports, with Tajikistan potentially exporting 43 TWh to Kyrgyzstan (up from 3 TWh) and Kazakhstan exporting 9 TWh to Uzbekistan (up from 0.5 TWh).","ai_generated":true,"unit":"sei-001988#insight-6","date_modified":"2026-10-23"}],"climate_tags":["renewable energy","decarbonization","hydropower","nuclear power","carbon capture and storage","green hydrogen","blue hydrogen","electric power transmission","greenhouse gas emissions","energy security"],"geography_discussed":["Afghanistan","Pakistan","Iran","Russia","Europe"],"frame_perspective":[],"analysis_type":["economic modelling","scenario planning","policy roadmap"]},{"id":"wri-000924","url":"https://climateinsightsdirectory.org/document/wri-000924","title":"Water-Resilient Economic Development Planning in Ethiopia","publisher":{"name":"World Resources Institute","organization":"world-resources-institute"},"document_type":"research paper","language":"en","date_published":null,"source_url":"https://www.wri.org/research/water-resilient-economic-development-planning-ethiopia","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The document argues that Ethiopia's current economic development targets, as outlined in the 10-Year Development Plan (10-YDP), may be unsustainable because they increase water stress and climate vulnerability. While climate action is increasingly integrated into economic planning, the paper finds that national planning fails to adequately account for water resource requirements and their vulnerability to climate shocks. The authors suggest that water use efficiency alone is insufficient and call for proactive, cross-sectoral, and multilevel water-sensitive governance to prevent water challenges from undermining development gains.","ai_generated":true,"unit":"wri-000924#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Ethiopia's national planning processes do not sufficiently account for the water resources required to meet development goals or the vulnerability of those resources to climate shocks and increasing water stress, despite a trend toward integrating climate action into economic planning.","ai_generated":true,"unit":"wri-000924#insight-1","date_modified":"2026-10-23"},{"text":"Analysis of Ethiopia's 10-Year Development Plan (10-YDP) indicates that current economic targets will exacerbate water stress and climate vulnerability unless these issues are managed effectively, and that improving water use efficiency by itself is an inadequate solution.","ai_generated":true,"unit":"wri-000924#insight-2","date_modified":"2026-10-23"},{"text":"Ethiopia faces increasing water demand driven by economic development and population growth, occurring alongside highly variable rainfall and climate change-induced intensification of droughts and floods.","ai_generated":true,"unit":"wri-000924#insight-3","date_modified":"2026-10-23"}],"climate_tags":["water resource","climate risk","drought","flood","climate resilience"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["scenario planning","policy analysis"]}]}