{"query_echo":{"q":"","filters":{"analysis_type":["software description"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'software description' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":3,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=software+description","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":"sei-002020","url":"https://climateinsightsdirectory.org/document/sei-002020","title":"WEAP: water evaluation and adaptation planning","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"fact sheet","language":"en","date_published":"2025-08","source_url":"https://www.sei.org/wp-content/uploads/2023/03/weap-factsheet-2025.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"WEAP is a comprehensive software tool for integrated water resources planning used by over 50,000 users in nearly 200 countries. It functions as a database, forecasting tool, and policy analysis system that balances water demand—including use patterns and allocation—with supply factors like streamflow and groundwater. The software features a GIS-based graphical interface and supports scenario-based analysis to evaluate the impacts of climate change, demographic shifts, and policy changes on water systems. It has been applied in diverse global contexts, including projects in China, Rwanda, Colombia, India, Nepal, and California, to support stakeholder dialogue and evaluate environmental flows.","ai_generated":true,"unit":"sei-002020#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"WEAP is an integrated water resources planning tool used by more than 50,000 users across nearly 200 countries and has informed over 1,000 publications globally.","ai_generated":true,"unit":"sei-002020#insight-1","date_modified":"2026-10-23"},{"text":"The software operates as a database for maintaining supply and demand information, a forecasting tool for simulating runoff, pollution, and water quality, and a policy analysis tool to evaluate management options and competing water uses.","ai_generated":true,"unit":"sei-002020#insight-2","date_modified":"2026-10-23"},{"text":"Scenario analysis is a central feature of WEAP, allowing users to model the effects of climate change on demand and supply, rising CO2 levels on crop yields, and changes in demographic or economic patterns.","ai_generated":true,"unit":"sei-002020#insight-3","date_modified":"2026-10-23"},{"text":"The tool utilizes a GIS-based graphical interface and incorporates CMIP6 climate scenarios and built-in databases for elevation and land cover to streamline model-building.","ai_generated":true,"unit":"sei-002020#insight-4","date_modified":"2026-10-23"},{"text":"WEAP has been applied to specific regional challenges, such as evaluating climate and land use impacts on river flooding in Colombia, supporting multi-stakeholder dialogue in China, and exploring water conservation in India and Nepal.","ai_generated":true,"unit":"sei-002020#insight-5","date_modified":"2026-10-23"}],"climate_tags":["water quality","climate change","water conservation","crop yield"],"geography_discussed":["People's Republic of China","Rwanda","Colombia","Middle East","India","Nepal","California","United States"],"frame_perspective":[],"analysis_type":["software description","case study"]},{"id":"sei-001449","url":"https://climateinsightsdirectory.org/document/sei-001449","title":"FACT SHEET Software name: Long-range Energy Alternatives Planning System (LEAP)","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"fact sheet","language":"en","date_published":"2008","source_url":"https://www.sei.org/mediamanager/documents/Publications/Climate/leap.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Long-range Energy Alternatives Planning System (LEAP), developed by the Stockholm Environment Institute, is an integrated modelling tool used in over 150 countries for energy policy analysis and greenhouse gas emission tracking. It supports both demand-side and supply-side methodologies, allowing users to create medium to long-term scenarios (typically 20 to 50 years) to evaluate the environmental and social impacts of various policy options. LEAP is distributed free of charge to academic, governmental, and non-profit organisations in the developing world and is used by more than 85 countries for reporting to the UNFCCC.","ai_generated":true,"unit":"sei-001449#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"LEAP is an integrated modelling tool used globally by government agencies, academics, NGOs, and energy utilities to track energy consumption, production, and resource extraction, as well as greenhouse gas (GHG) emission sources and sinks.","ai_generated":true,"unit":"sei-001449#insight-1","date_modified":"2026-10-23"},{"text":"The software is widely adopted for international climate reporting, with over 85 countries using it to meet their reporting commitments to the United Nations Framework Convention on Climate Change (UNFCCC).","ai_generated":true,"unit":"sei-001449#insight-2","date_modified":"2026-10-23"},{"text":"LEAP supports medium to long-term forecasting, typically covering 20 to 50 years, and allows for scenario analysis to compare energy requirements, social costs, and environmental impacts of different policies.","ai_generated":true,"unit":"sei-001449#insight-3","date_modified":"2026-10-23"},{"text":"The tool has been applied to influence national and regional policies in several locations: the Chinese Energy Research Institute used it to reduce carbon intensity; the Natural Resources Defense Council in the US used it for fuel economy standards; the state of Rhode Island used it for GHG mitigation monitoring; and the Philippines Department of Energy used it for National Energy Plans.","ai_generated":true,"unit":"sei-001449#insight-4","date_modified":"2026-10-23"}],"climate_tags":["greenhouse gas emissions","energy modeling","emission intensity","capacity building"],"geography_discussed":["People's Republic of China","United States","Rhode Island","Philippines"],"frame_perspective":[],"analysis_type":["software description","case study"]},{"id":"sei-001539","url":"https://climateinsightsdirectory.org/document/sei-001539","title":"FACT SHEET Software name: Resources and Energy Analysis Programme (REAP)","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"fact sheet","language":"en","date_published":"2008","source_url":"https://www.sei.org/mediamanager/documents/Publications/Climate/reap.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Resources and Energy Analysis Programme (REAP) is a software tool developed by the Stockholm Environment Institute (SEI) to track the environmental consequences of economic activity by analyzing consumption patterns across various spatial scales. It calculates ecological, carbon, and greenhouse gas footprints by combining consumption data with production impacts throughout the supply chain. In the UK, REAP has been applied in over 50 projects, including evaluating regional strategies and creating footprint reduction roadmaps. The tool emphasizes a lifecycle approach, highlighting that consumption-based emissions can exceed production-based emissions due to trade balances, as seen in the UK and Sweden.","ai_generated":true,"unit":"sei-001539#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"REAP is a software tool used to calculate and monitor ecological, carbon, and greenhouse gas (GHG) footprints for populations at local authority, regional, and national levels in the UK by combining consumption data with production impacts across the entire supply chain.","ai_generated":true,"unit":"sei-001539#insight-1","date_modified":"2026-10-23"},{"text":"The software utilizes a scenario editor to assess the potential environmental impacts of policies in sectors such as energy, transport, food, housing, and planning, allowing users to test specific interventions like sustainable home codes or fuel efficiency improvements.","ai_generated":true,"unit":"sei-001539#insight-2","date_modified":"2026-10-23"},{"text":"Lifecycle analysis reveals that consumption-based emissions are often higher than production-based emissions in developed economies due to imports; specifically, UK consumption emissions were 21% higher than production emissions, and Swedish consumer emissions were 17% higher than producer emissions.","ai_generated":true,"unit":"sei-001539#insight-3","date_modified":"2026-10-23"},{"text":"Since its February 2006 launch in the UK, REAP has been used in over 50 projects, with approximately 20 local authorities integrating it into their policy processes and over two-thirds of all UK local authorities utilizing its footprint data.","ai_generated":true,"unit":"sei-001539#insight-4","date_modified":"2026-10-23"},{"text":"REAP has been applied to specific UK regional policy tasks, including evaluating strategies in the West Midlands and Yorkshire and Humber, creating reduction roadmaps for Wales and the South East, and assessing housing policies in the Leeds City Region.","ai_generated":true,"unit":"sei-001539#insight-5","date_modified":"2026-10-23"}],"climate_tags":["greenhouse gas emissions","carbon footprint","energy efficiency","transport policy"],"geography_discussed":["Sweden","Yorkshire and the Humber","West Midlands","South East England","Wales","Tees Valley","Greater Nottingham","Leeds City Region","Europe","Thailand","People's Republic of China","Canada","Australia"],"frame_perspective":[],"analysis_type":["software description","policy impact assessment"]}]}