{"query_echo":{"q":"","filters":{"geography":["Risaralda Department"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'Risaralda Department' for facet 'geography' is not in the controlled vocabulary."}]},"total":{"value":8,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=Risaralda+Department","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-001558","url":"https://climateinsightsdirectory.org/document/sei-001558","title":"Reporte Local Voluntario 2022 Objetivos de desarrollo sostenible Pereira (Risaralda, Colombia)","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"report","language":"es","date_published":"2022","source_url":"https://www.sei.org/wp-content/uploads/2022/07/rlv-pereira-final-hq-compressed.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The 2022 Voluntary Local Review for Pereira, Colombia, documents the city's efforts to align its Municipal Development Plan (PDM) 2020-2023 with the UN Sustainable Development Goals. The report focuses on four priority goals: Quality Education (SDG 4), Gender Equality (SDG 5), Life on Land (SDG 15), and Partnerships for the Goals (SDG 17). It highlights the use of the 'Pereira Territorio Sostenible' platform for monitoring and identifies key challenges, such as the lack of reliable local data and legal limitations on municipal authority over environmental conservation, which is primarily managed by the regional authority CARDER.","ai_generated":true,"unit":"sei-001558#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The municipality of Pereira has integrated the SDGs into its Municipal Development Plan (PDM) 2020-2023, which is organized into three strategic axes: 'Smart City', 'Modern City', and 'City for the People'.","ai_generated":true,"unit":"sei-001558#insight-1","date_modified":"2026-10-23"},{"text":"A mapping of 20 municipal public policies revealed 102 interactions with the SDGs, with SDG 3 (Health and Well-being), SDG 10 (Reduced Inequalities), and SDG 16 (Peace, Justice and Strong Institutions) being the most frequent.","ai_generated":true,"unit":"sei-001558#insight-2","date_modified":"2026-10-23"},{"text":"In 2021, the PDM's budget and program distribution showed that SDG 3 (Health and Well-being) and SDG 4 (Quality Education) were the most predominant in terms of both the number of programs and executed investment.","ai_generated":true,"unit":"sei-001558#insight-3","date_modified":"2026-10-23"},{"text":"To improve education quality and access, Pereira has implemented initiatives such as the 'Círculo virtuoso' project, which benefited over 8,900 people by 2020, and the 'La U en tu colegio' program for double certification.","ai_generated":true,"unit":"sei-001558#insight-4","date_modified":"2026-10-23"},{"text":"Regarding gender equality, the city established the 'Política Pública de Diversidad Sexual' in 2021 and the 'Comisión Legal para la Equidad de la Mujer' in 2020 to combat discrimination and violence.","ai_generated":true,"unit":"sei-001558#insight-5","date_modified":"2026-10-23"},{"text":"Pereira faces a significant legal constraint in environmental management because, under Law 99 of 1993, municipalities with fewer than one million inhabitants cannot act as environmental authorities, leaving biodiversity and ecosystem conservation to the Corporación Autónoma Regional de Risaralda (CARDER).","ai_generated":true,"unit":"sei-001558#insight-6","date_modified":"2026-10-23"},{"text":"The city is implementing the REDD+ project in the Otún River basin to reduce greenhouse gas emissions from deforestation, aiming to reduce 445,952 tCO2e between 2015 and 2045 across 5,602.74 hectares of forest.","ai_generated":true,"unit":"sei-001558#insight-7","date_modified":"2026-10-23"},{"text":"The 'Pereira Territorio Sostenible' platform, developed through a collaboration between SEI, IISD, and Pereira Cómo Vamos, is one of the first efforts to monitor and report the city's local contribution to the SDGs.","ai_generated":true,"unit":"sei-001558#insight-8","date_modified":"2026-10-23"},{"text":"The city has expanded its international cooperation by joining the Mercociudades network in 2020 and establishing a South-South cooperation project with Vietnam focused on community tourism.","ai_generated":true,"unit":"sei-001558#insight-9","date_modified":"2026-10-23"}],"climate_tags":["Sustainable Development Goals","biodiversity conservation","deforestation","greenhouse gas emissions","ecological restoration","climate change adaptation","urban green space","environmental governance","Reducing emissions from deforestation and forest degradation"],"geography_discussed":["Risaralda Department","Colombia","Vietnam"],"frame_perspective":[],"analysis_type":["voluntary local review","policy mapping","progress report"]},{"id":"sei-000691","url":"https://climateinsightsdirectory.org/document/sei-000691","title":"Más allá de la cuenca hidrográfica: teleconexiones del agua en la cuenca del río Campoalegre en Colombia","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"case study","language":"es","date_published":"2021-03-22","source_url":"https://www.sei.org/featured/mas-alla-de-la-cuenca-hidrografica-teleconexiones-del-agua-en-la-cuenca-del-rio-campoalegre-en-colombia/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document examines the limitations of Integrated Water Resources Management (IWRM) when applied strictly to watershed boundaries, using the Campoalegre river basin in Colombia as a case study. It highlights how coffee production and hydroelectric power create impacts and dependencies that transcend local boundaries, such as global export markets and downstream ecosystem effects. The text introduces the SEI 'Water without Borders' initiative, which aims to integrate water teleconnections, early ecosystem consideration, and multi-stakeholder participation into water governance.","ai_generated":true,"unit":"sei-000691#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The traditional Integrated Water Resources Management (IWRM) approach, which focuses on the watershed as a defined geographic limit, can treat these areas as \"closed\" planning spaces. This potentially ignores processes operating outside the basin that may have a greater influence on water management outcomes than local processes.","ai_generated":true,"unit":"sei-000691#insight-1","date_modified":"2026-10-23"},{"text":"In the Campoalegre river basin, coffee production demonstrates a disconnect between local water use and global consumption. While coffee is the most important agricultural activity in the area, only 5.3% of coffee produced in Risaralda is consumed within Colombia, with 40.9% exported to countries including the USA, Germany, and Belgium.","ai_generated":true,"unit":"sei-000691#insight-2","date_modified":"2026-10-23"},{"text":"Coffee processing in the Campoalegre basin significantly impacts water quality and quantity. Traditional processing requires 40 liters of water per 1 kg of dry parchment coffee (CPS) and generates approximately 115 g of COD per kg produced, totaling an estimated 1,725 tonnes of COD per year when produced traditionally.","ai_generated":true,"unit":"sei-000691#insight-3","date_modified":"2026-10-23"},{"text":"Hydroelectric power provides approximately 70% of Colombia's energy demand. In the Campoalegre basin, the evaluation of small hydroelectric plants (PCH) requires analyzing cumulative effects that extend beyond the basin's limits, specifically affecting the Cauca River, which receives the Campoalegre River.","ai_generated":true,"unit":"sei-000691#insight-4","date_modified":"2026-10-23"},{"text":"The SEI 'Water without Borders' (Agua sin Límites) initiative proposes a management approach based on three pillars: water tele-connections, early ecosystem consideration, and multi-interest participation approaches, using case studies in the Magdalena-Cauca macro-basin (Colombia) and the Mekong basin (Southeast Asia).","ai_generated":true,"unit":"sei-000691#insight-5","date_modified":"2026-10-23"}],"climate_tags":["Integrated Water Resources Management","hydroelectricity","water quality","ecosystem service"],"geography_discussed":["Magdalena-Cauca macro-basin","Risaralda Department","Caldas Department","Cauca River","Mekong basin"],"frame_perspective":[],"analysis_type":["case study"]},{"id":"sei-002281","url":"https://climateinsightsdirectory.org/document/sei-002281","title":"Examining poverty and equality in water resources planning","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"research paper","language":"en","date_published":"2018-07","source_url":"https://www.sei.org/wp-content/uploads/2018/08/examining-poverty-and-equality-in-water-resources-planning.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The paper demonstrates the application of Sida's Multidimensional Poverty Analysis (MDPA) framework within the Water Evaluation And Planning (WEAP) tool to identify inequalities in water access and land distribution in Colombia's Campoalegre Watershed. Findings reveal significant data gaps for rural areas, infrastructure capacity shortages in urban centres, and a strong correlation between small landholdings (microfundios) and an inability to meet basic food needs.","ai_generated":true,"unit":"sei-002281#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The study identifies a significant information gap between urban and rural areas; for 28% of all demand nodes in the model, water coverage could not be estimated due to a lack of data, primarily affecting livestock, agriculture, and rural residents near headwaters.","ai_generated":true,"unit":"sei-002281#insight-1","date_modified":"2026-10-23"},{"text":"Urban water infrastructure in the Campoalegre watershed is insufficient for growing demands; three of the four main urban centres (Empocabal, Empocaldas, and Empumar) have water coverage of less than 85%.","ai_generated":true,"unit":"sei-002281#insight-2","date_modified":"2026-10-23"},{"text":"Land distribution in the Campoalegre Basin is highly unequal, with 57% of rural families living on microfundios of 3 hectares or less, which collectively account for less than 8% of the total land area.","ai_generated":true,"unit":"sei-002281#insight-3","date_modified":"2026-10-23"},{"text":"There is a direct link between small land ownership and extreme poverty; estimated net income for coffee producers with farms between 3 and 10 hectares is below the cost of a family food basket, meaning 82% of rural families in the watershed lack sufficient resources for food.","ai_generated":true,"unit":"sei-002281#insight-4","date_modified":"2026-10-23"},{"text":"The high number of small-scale farms (4,296 land owners) creates a governance challenge, making it impractical for environmental authorities like CORPOCALDAS and CARDER to regularly inspect sites for water use and wastewater management.","ai_generated":true,"unit":"sei-002281#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate change","water distribution system","Integrated Water Resources Management"],"geography_discussed":["Caldas Department","Risaralda Department"],"frame_perspective":[],"analysis_type":["case study","modelling"]},{"id":"sei-002079","url":"https://climateinsightsdirectory.org/document/sei-002079","title":"Experiencia de SEI en Colombia","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"fact sheet","language":"es","date_published":"2018","source_url":"https://www.sei.org/wp-content/uploads/2018/02/180314a-saarnitt-purkey-colombia-capacity-spanish-ndes-1803b-weblinks.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The Stockholm Environment Institute (SEI) provides technical tools and research in Colombia to bridge science and policy across water management, energy transition, and sustainable sanitation. Key efforts include the use of WEAP for water resource planning, LEAP for low-emission energy modeling, and TRASE for mapping deforestation in agricultural supply chains. SEI also investigates the socio-economic transition away from thermal coal in the César and La Guajira departments and supports the implementation of the Sustainable Development Goals (SDGs).","ai_generated":true,"unit":"sei-002079#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"SEI utilizes the Water Evaluation and Planning (WEAP) system and a Robust Decision Support (ADR) methodology to help Regional Autonomous Corporations (CARs) manage water resources under climate uncertainty. This has led to the development of guides for Basin Management and Ordering Plans (POMCA) and Water Resource Ordering Plans (PORH) that incorporate climate variability.","ai_generated":true,"unit":"sei-002079#insight-1","date_modified":"2026-10-23"},{"text":"To support Colombia's Low Carbon Development Strategy (ECDBC), SEI employed the Long-range Energy Alternatives Planning (LEAP) system to model the national energy system. This collaboration with the National University of Colombia (UNAL) and UniAndes helped identify Appropriate National Mitigation Actions (NAMAs).","ai_generated":true,"unit":"sei-002079#insight-2","date_modified":"2026-10-23"},{"text":"The TRASE platform is used to map agricultural and forestry supply chains to combat deforestation. In Colombia, it is applied to examine cattle ranching in the Colombian Amazon and the social and environmental risks associated with export coffee production.","ai_generated":true,"unit":"sei-002079#insight-3","date_modified":"2026-10-23"},{"text":"SEI is researching the transition to post-coal socio-economic models in the César and La Guajira departments, where thermal coal represents 38% and 47% of the Regional Gross Product, respectively. The research addresses the need for alternatives as coal production and exports are expected to decrease drastically by 2030.","ai_generated":true,"unit":"sei-002079#insight-4","date_modified":"2026-10-23"},{"text":"In the area of sustainable sanitation, SEI promotes the reuse of water and recovery of nutrients (phosphorus and nitrogen). It is refining the REVAMP tool to calculate the social value of products generated from urban wastewater and organic waste.","ai_generated":true,"unit":"sei-002079#insight-5","date_modified":"2026-10-23"},{"text":"SEI supports the implementation of the 2030 Agenda and Sustainable Development Goals (SDGs) in Colombia, utilizing measurement systems developed with the International Science Council to map interactions between different goals.","ai_generated":true,"unit":"sei-002079#insight-6","date_modified":"2026-10-23"}],"climate_tags":["water management","climate variability","clean development mechanism","energy modeling","greenhouse gas emissions","deforestation","energy transition","Sustainable Development Goals"],"geography_discussed":["Bogotá","Valle del Cauca Department","Quindío Department","Risaralda Department","Caldas Department","Huila Department","César","La Guajira Department","Argentina","Brazil","Paraguay","Indonesia","Peru","Burkina Faso","Sweden"],"frame_perspective":[],"analysis_type":["capacity description","project summary"]},{"id":"sei-001859","url":"https://climateinsightsdirectory.org/document/sei-001859","title":"Modelación del recurso hídrico en la cuenca del río La Vieja en Colombia","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"fact sheet","language":"es","date_published":"2014","source_url":"https://www.sei.org/mediamanager/documents/Publications/Water-sanitation/SEI-USAID-FS-2014-Modelacion-recurso-hidrico-rio-La-Vieja-Colombia.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document details the application of the Water Evaluation And Planning (WEAP) system to model the La Vieja river basin, covering an area of approximately 2,880 km2 across the departments of Quindío, Valle del Cauca, and Risaralda. The model incorporates 37 watercourses, 16 human consumption demands, and 4 hydroelectric demands. By utilizing a soil moisture rain-runoff method and calibrating parameters such as runoff resistance and hydraulic conductivity, the project established a framework to evaluate 1,728 scenarios involving climate variability and demographic changes. This process aims to support regional environmental authorities in formulating adaptation strategies for water resource planning through 2050.","ai_generated":true,"unit":"sei-001859#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The hydrological model of the La Vieja river basin was developed using the WEAP tool, incorporating 37 direct and indirect tributary watercourses, 16 water demands for human consumption, and 4 demands for hydroelectric generation on the Quindío river.","ai_generated":true,"unit":"sei-001859#insight-1","date_modified":"2026-10-23"},{"text":"The study area of the La Vieja river basin covers approximately 2,880 km2, distributed across the departments of Quindío (68%), Valle del Cauca (22%), and Risaralda (10%), with a general water yield of 34.34 l/s/km2 and an annual water supply of 2,975.74 Mm3.","ai_generated":true,"unit":"sei-001859#insight-2","date_modified":"2026-10-23"},{"text":"The modeling utilized a quasi-physical one-dimensional soil moisture rain-runoff method, which represents the soil matrix as two buckets to simulate hydrological phenomena.","ai_generated":true,"unit":"sei-001859#insight-3","date_modified":"2026-10-23"},{"text":"Model calibration at the Cartago station of the La Vieja River showed a good correlation between simulated and observed flows, with statistical indices of Nash=0.78 and BIAS=2.88.","ai_generated":true,"unit":"sei-001859#insight-4","date_modified":"2026-10-23"},{"text":"The most influential parameters for adjusting flow responses in the model are the runoff resistance factor (RRF), which ranged from 3.00 to 6.50, and the root zone hydraulic conductivity (Ks), which ranged from 90mm to 180mm.","ai_generated":true,"unit":"sei-001859#insight-5","date_modified":"2026-10-23"},{"text":"A hypothesis was formulated regarding a potential interaction between the river and the 'Glacis del Quindío' aquifer system, suggesting the river may be losing water to the aquifer, which could explain poor correlations at the bocatoma EPA measuring station.","ai_generated":true,"unit":"sei-001859#insight-6","date_modified":"2026-10-23"},{"text":"Using the XLRM analytical methodology, the project defined 1,728 scenarios to evaluate uncertainties—including climate, demographics, per capita consumption, water loss, and agricultural dynamics—and adaptation strategies such as wastewater treatment plants and multipurpose reservoirs.","ai_generated":true,"unit":"sei-001859#insight-7","date_modified":"2026-10-23"}],"climate_tags":["water management","climate change adaptation","water-supply management","hydroelectricity"],"geography_discussed":["Quindío Department","Valle del Cauca Department","Risaralda Department","Armenia","Pereira"],"frame_perspective":[],"analysis_type":["hydrological simulation","scenario analysis","model calibration"]},{"id":"sei-001860","url":"https://climateinsightsdirectory.org/document/sei-001860","title":"Implementación del modelo WEAP para el estudio de la calidad del agua en la cuenca del río La Vieja","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"fact sheet","language":"es","date_published":"2014","source_url":"https://www.sei.org/mediamanager/documents/Publications/Water-sanitation/SEI-USAID-FS-2014-Modelo-WEAP-calidad-agua-rio-La-Vieja.pdf","generator":"Climate Insights Directory","generated_fields":["summary","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The study estimated that the La Vieja river basin receives approximately 15 tons of pollutant load per day, primarily from domestic sources. By integrating WEAP and QUAL2K tools, the project modeled 12 tributary sources and identified six sub-basins responsible for 96% of the pollutant load. The analysis included a participatory XLRM process to identify 14 uncertainties and 10 management strategies, while incorporating 30 climate change scenarios for the 2010-2050 period to support institutional decision-making.","ai_generated":true,"unit":"sei-001860#summary","date_modified":"2026-10-23"},"key_insights":[],"climate_tags":["water quality","climate change","water management","adaptive capacity","wastewater treatment"],"geography_discussed":["Armenia","Pereira","Cartago Municipality"],"frame_perspective":[],"analysis_type":["quantitative","participatory"]},{"id":"sei-002660","url":"https://climateinsightsdirectory.org/document/sei-002660","title":"Forjando capacidad de adaptación al cambio climático en la gestión de recursos hídricos en la cuenca del río Otún","publisher":{"name":"Stockholm Environment Institute","organization":"stockholm-environment-institute"},"document_type":"fact sheet","language":"es","date_published":"2014","source_url":"https://www.sei.org/mediamanager/documents/Publications/Water-sanitation/SEI-USAID-FS-2014-Adaptacion-cambio-climatico-rio-Otun.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document details the application of the Water Evaluation and Planning (WEAP) model to the Otún river basin in Colombia to assess water supply and demand under climate change. It identifies the Corporación Autónoma de Risaralda (CARDER) as the primary institutional manager and calculates a total water demand of 10.35 m3/s for human consumption, energy generation, and environmental flows. A key finding is the critical role of the páramo ecosystem, which provides a relatively constant water flow and contributes up to 60% of the flow at Nuevo Libaré during low-flow months like August.","ai_generated":true,"unit":"sei-002660#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The project identified the Corporación Autónoma de Risaralda (CARDER) as the primary institutional agent responsible for the administration of water resources and the application of legal instruments for concessions in the Otún river basin.","ai_generated":true,"unit":"sei-002660#insight-1","date_modified":"2026-10-23"},{"text":"The total estimated water demand for the basin is 10.35 m3/s, which is divided into 2.35 m3/s for human consumption in Pereira and Dosquebradas, 5 m3/s for energy generation, and 3 m3/s for the necessary environmental flow after capture.","ai_generated":true,"unit":"sei-002660#insight-2","date_modified":"2026-10-23"},{"text":"The páramo ecosystem, located between 3,000 and 5,000 meters above sea level and covering approximately 10,120 hectares, acts as a flow regulator providing a constant base flow of around 2 m3/s. During low-flow periods in August and September, the páramo contributes approximately 60% of the flow at the Nuevo Libaré multipurpose capture point.","ai_generated":true,"unit":"sei-002660#insight-3","date_modified":"2026-10-23"},{"text":"Using the XLRM framework in March 2013, the project identified five uncertainty factors: climate change, population growth, loss levels, changes in per capita consumption, and consumption in forest and páramo areas. Four adaptation strategies were proposed: conserving strategic ecosystems, water saving and efficiency programs, prioritizing demand versus environmental flows, and building a new reservoir.","ai_generated":true,"unit":"sei-002660#insight-4","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","water management","hydroelectricity"],"geography_discussed":["Pereira","Dosquebradas","Santa Rosa de Cabal"],"frame_perspective":[],"analysis_type":["hydrological modeling","stakeholder analysis","scenario planning"]},{"id":"transfor-000067","url":"https://climateinsightsdirectory.org/document/transfor-000067","title":"Policy Brief: ¿Será justa la transición económica en el marco de la transición energética? Resultados a partir de un modelo insumo producto departamental para Colombia","publisher":{"name":"Transforma","organization":"transforma"},"document_type":"policy brief","language":"es","date_published":null,"source_url":"https://transforma.global/wp-content/uploads/2026/03/PB-Transicion_economica_justa-2.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document uses a departmental input-output model to project that Colombia could lose up to 448,000 jobs by 2035 due to decreased coal, oil, and gas production. It highlights a significant disparity in impact: 'Vulnerable' departments (Arauca, Casanare, Cesar, La Guajira, and Meta) face severe production drops (32%-38%) and job losses that cannot be offset by renewable energy projects alone. While 'Large Economies' and 'Limited Affectation' departments also face job losses due to interdepartmental linkages, they possess higher potential for compensation through structural changes in agro-industry and nature tourism. The brief argues that a 'just transition' requires a structural economic shift, specifically proposing the creation of food manufacturing clusters and local-content requirements for renewable energy imports to maximize domestic employment.","ai_generated":true,"unit":"transfor-000067#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"By 2035, Colombia could lose up to 448,000 jobs nationally due to reduced production of coal, oil, and gas, with 79% of these being indirect jobs because the extractive sectors are capital-intensive rather than labor-intensive. Total national production is projected to decrease by up to 5.2% compared to 2022 levels.","ai_generated":true,"unit":"transfor-000067#insight-1","date_modified":"2026-10-23"},{"text":"Vulnerable departments—Arauca, Casanare, Cesar, La Guajira, and Meta—face the most severe impacts, with production expected to fall between 32% and 38% and job losses estimated between 114,000 and 141,000 by 2035. Over 80% of these lost jobs would be in sectors other than extraction, primarily in the services sector.","ai_generated":true,"unit":"transfor-000067#insight-2","date_modified":"2026-10-23"},{"text":"Renewable energy projects (FNCER) provide insufficient compensation for job losses in vulnerable regions. While wind projects in La Guajira could create 15,000 jobs and solar projects in Cesar and Meta up to 5,000, these are temporary construction-phase roles. Furthermore, high import rates (70% for wind, 85% for solar) limit local employment opportunities.","ai_generated":true,"unit":"transfor-000067#insight-3","date_modified":"2026-10-23"},{"text":"Large economies (Bogotá, Antioquia, Valle del Cauca, Santander, and Cundinamarca) experience significant job losses (121,000 to 142,000) despite low direct dependence on mining, due to strong interdepartmental productive linkages. However, a structural shift toward agro-industry could generate 834,000 jobs in these regions, overcompensating for the losses.","ai_generated":true,"unit":"transfor-000067#insight-4","date_modified":"2026-10-23"},{"text":"Departments with 'Limited Affectation' (including Atlántico, Bolívar, and others) are projected to lose between 130,000 and 163,000 jobs by 2035. Nature tourism and agro-industry are identified as the primary compensation mechanisms, with the potential to create 775,000 jobs, particularly in Córdoba, Atlántico, Nariño, Caldas, Magdalena, and Bolívar.","ai_generated":true,"unit":"transfor-000067#insight-5","date_modified":"2026-10-23"},{"text":"Non-Interconnected Zones (ZNI), such as Amazonas and Chocó, are the least affected due to low fossil fuel production and limited interdepartmental links, with projected job losses of only 600 to 700. Agro-industrial structural changes could generate 8,000 jobs here, sufficient to offset the losses.","ai_generated":true,"unit":"transfor-000067#insight-6","date_modified":"2026-10-23"},{"text":"To achieve a just transition, the document recommends implementing 'minimum content' policies for imports used in energy transition projects to encourage local manufacturing of steel, aluminum, plastics, and fiberglass for solar panels and wind turbines.","ai_generated":true,"unit":"transfor-000067#insight-7","date_modified":"2026-10-23"}],"climate_tags":["energy transition","just transition","fossil fuel","renewable energy","wind power","solar energy","green hydrogen","biomass","Sustainable Aviation Fuel","economic diversity","employment"],"geography_discussed":["Arauca Department","Casanare Department","Cesar","La Guajira Department","Meta Department","Bogotá","Antioquia","Valle del Cauca Department","Santander Department","Cundinamarca Department","Vichada Department","Vaupés Department","Amazonas Department","Chocó Department","Guainía Department","Guaviare Department","Archipelago of San Andrés, Providencia and Santa Catalina","Atlántico Department","Bolívar","Boyacá Department","Caldas Department","Caquetá Department","Cauca Department","Córdoba Department","Huila Department","Magdalena","Nariño Department","Norte de Santander Department","Putumayo Department","Quindío Department","Risaralda Department","Sucre Department","Tolima Department"],"frame_perspective":[],"analysis_type":["economic modeling","impact assessment","policy recommendation"]}]}