{"query_echo":{"q":"","filters":{"geography":["Elsie's River"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'Elsie's River' for facet 'geography' is not in the controlled vocabulary."}]},"total":{"value":4,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=Elsie%27s+River","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":"iisd-003137","url":"https://climateinsightsdirectory.org/document/iisd-003137","title":"An Intersectional Approach to Climate Risk Assessment","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"research paper","language":"en","date_published":"2026-06","source_url":"https://www.iisd.org/system/files/2026-06/intersectional-approach-climate-risk-assessment.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The paper proposes a six-step intersectional framework for climate risk assessments (CRAs) to move beyond general geographic or sectoral analysis. It emphasizes identifying 'intersecting systems of inequity'—such as racism, ableism, and patriarchy—to understand why specific groups face disproportionate or unique climate impacts. The framework is currently being tested through action research in Nepal and South Africa.","ai_generated":true,"unit":"iisd-003137#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Standard climate risk assessments (CRAs) often fail to account for social dynamics, typically focusing on sectors or geographic areas while overlooking the systemic drivers that exacerbate vulnerability for specific groups.","ai_generated":true,"unit":"iisd-003137#insight-1","date_modified":"2026-10-23"},{"text":"An intersectional approach to CRA improves risk analysis by examining how overlapping systems of inequity, such as patriarchy, racism, and ableism, create structural barriers that increase climate vulnerability.","ai_generated":true,"unit":"iisd-003137#insight-2","date_modified":"2026-10-23"},{"text":"The proposed intersectional CRA framework follows a six-step process: defining purpose and scope, identifying climate hazards, assessing exposure, assessing impacts, assessing vulnerability, and evaluating future risk.","ai_generated":true,"unit":"iisd-003137#insight-3","date_modified":"2026-10-23"},{"text":"The framework distinguishes between three types of climate impacts: 'common impacts' affecting everyone similarly, 'disproportionate impacts' that affect everyone but hit marginalized groups harder, and 'specific impacts' that exclusively affect intersectionally marginalized groups.","ai_generated":true,"unit":"iisd-003137#insight-4","date_modified":"2026-10-23"},{"text":"Vulnerability is analyzed as a combination of sensitivity (characteristics making one susceptible) and adaptive capacity (factors enabling adjustment), with a specific focus on how structural barriers created by systems of inequity drive these factors.","ai_generated":true,"unit":"iisd-003137#insight-5","date_modified":"2026-10-23"},{"text":"The framework evaluates whether climate hazards and their compounding effects may increase future inequities, potentially widening the gap between those who can access resources (like quality housing) and those who cannot.","ai_generated":true,"unit":"iisd-003137#insight-6","date_modified":"2026-10-23"},{"text":"The framework is being tested via the 'Understanding Climate Risks Through an Intersectional Approach (iCRA)' project in two specific locations: Mardhar in the Terai region of Nepal, focusing on caste, gender, and ageism; and Elsies River in Cape Town, South Africa, focusing on racism, ableism, and LGBTQIA+ discrimination.","ai_generated":true,"unit":"iisd-003137#insight-7","date_modified":"2026-10-23"}],"climate_tags":["Climate risk assessment","climate justice","climate change adaptation","intersectionality","vulnerability assessment","human rights"],"geography_discussed":["Mardhar","Elsie's River","Cape Town"],"frame_perspective":[],"analysis_type":["framework development","case study"]},{"id":"iisd-002304","url":"https://climateinsightsdirectory.org/document/iisd-002304","title":"Understanding Climate Risks Through an Intersectional Approach (iCRA)","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"fact sheet","language":"en","date_published":"2025","source_url":"https://www.iisd.org/system/files/2026-01/understanding-climate-risks-intersectional-approach.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The iCRA project (January 2025–December 2026) seeks to strengthen the evidence base for intersectional approaches to climate change adaptation. By piloting intersectional climate risk assessments (CRAs) in Nepal and South Africa, the project analyzes how overlapping systems of inequity—such as racism, ableism, and caste-based discrimination—influence vulnerability to climate hazards. The project utilizes knowledge co-production with partners serving marginalized groups to generate recommendations for policy-makers and practitioners.","ai_generated":true,"unit":"iisd-002304#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The iCRA project aims to address the gap between the recognized need for intersectional approaches in climate adaptation and the lack of clarity on how to apply them in practice, specifically by piloting intersectional climate risk assessments (CRAs) to analyze how systems of inequity influence exposure and vulnerability.","ai_generated":true,"unit":"iisd-002304#insight-1","date_modified":"2026-10-23"},{"text":"In Nepal, the project's case study in the rural community of Mardhar (Mithila municipality, Terai region) examines the impacts of flooding and drought on individuals facing intersecting ageism and caste- and gender-based discrimination.","ai_generated":true,"unit":"iisd-002304#insight-2","date_modified":"2026-10-23"},{"text":"In South Africa, the project's case study in the Elsies River neighbourhood of the City of Cape Town Metropolitan Municipality analyzes risks from extreme heat and drought for people experiencing intersecting ableism, racism, and discrimination against LGBTQI+ communities.","ai_generated":true,"unit":"iisd-002304#insight-3","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","Climate risk assessment","intersectionality","climate justice","flood","drought","extreme heat"],"geography_discussed":["Mardhar","Mithila","Madhesh","Elsie's River","City of Cape Town"],"frame_perspective":[],"analysis_type":["project description","case study design"]},{"id":"greenca-000114","url":"https://climateinsightsdirectory.org/document/greenca-000114","title":"Reducing water consumption in the wholesale food industry through water monitoring systems and awareness campaigns","publisher":{"name":"GreenCape","organization":"greencape"},"document_type":"case study","language":"en","date_published":"2021","source_url":"https://greencape.co.za/wp-content/uploads/2022/10/EXCELLENT_MEAT_CASE_STUDY_31_3_21-3.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Excellent Meat achieved a 30% reduction in water consumption between 2017 and 2020 by implementing smart water flow meters and internal awareness campaigns. These measures, which cost R 360,958, resulted in a total cost saving of R 1,500,312, including water and wastewater costs, yielding an overall benefit of R 1,139,355.","ai_generated":true,"unit":"greenca-000114#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Between 2017 and 2020, Excellent Meat reduced its overall water consumption by 30% while maintaining government and client water quality standards for food processing.","ai_generated":true,"unit":"greenca-000114#insight-1","date_modified":"2026-10-23"},{"text":"The installation of five smart water flow meters and a monitoring system enabled the detection and repair of a leak in the Fresh Meat section in 2018. This specific action significantly lowered the water consumption rate from 4.0 kl/ton processed in 2018 to 2.1 kl/ton in 2019.","ai_generated":true,"unit":"greenca-000114#insight-2","date_modified":"2026-10-23"},{"text":"Water consumption in the Deli section decreased from 13 kl/ton in 2017 to 8 kl/ton in 2020, while the Fresh Meat section saw a reduction from 3.8 kl/ton to 2.6 kl/ton over the same period.","ai_generated":true,"unit":"greenca-000114#insight-3","date_modified":"2026-10-23"},{"text":"The financial impact of the water-saving initiatives included a total investment of R 360,958 and total cost savings of R 1,500,312, resulting in a net benefit of R 1,139,355. This includes R 809,346 saved in water costs and R 690,967 saved in wastewater costs.","ai_generated":true,"unit":"greenca-000114#insight-4","date_modified":"2026-10-23"}],"climate_tags":["water efficiency","wastewater treatment"],"geography_discussed":["Africa","Middle East","South Africa"],"frame_perspective":[],"analysis_type":["case study"]},{"id":"greenca-000178","url":"https://climateinsightsdirectory.org/document/greenca-000178","title":"Witsand Informal Settlement: Building resilient urban communities though innovation and partnership","publisher":{"name":"GreenCape","organization":"greencape"},"document_type":"case study","language":"en","date_published":"2020","source_url":"https://greencape.co.za/wp-content/uploads/2022/10/GreenCape_Resilience_Case_Study_Witsand_29_6_20-3.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document details a resilience-building project in the Witsand informal settlement, where GreenCape, ThinkWifi, and community leaders co-designed solar street lights that provide both area lighting and internet connectivity. This initiative utilizes an Asset-Based Community Development (ABCD) approach to provide interim services in an area characterized by a lack of formal tenure and inadequate basic services. The project aims to improve safety, close the digital divide, and foster local economic empowerment, particularly in the context of South Africa's load shedding challenges.","ai_generated":true,"unit":"greenca-000178#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Witsand informal settlement, located 40km from Cape Town's CBD with 4,689 residents, suffers from a lack of formal tenure, insufficient public facilities, and inadequate basic services.","ai_generated":true,"unit":"greenca-000178#insight-1","date_modified":"2026-10-23"},{"text":"Community data indicates significant socio-economic distress in Witsand, with 38% unemployment and up to 80% of school-age children (0-18) not attending school.","ai_generated":true,"unit":"greenca-000178#insight-2","date_modified":"2026-10-23"},{"text":"Residents identified area lighting and internet connectivity as their most urgent energy-related needs, partly because households spend approximately 10% of their income on data and cellphone costs.","ai_generated":true,"unit":"greenca-000178#insight-3","date_modified":"2026-10-23"},{"text":"A partnership between GreenCape, ThinkWifi, and community leaders resulted in the deployment of solar-powered street lights that integrate wifi hotspots, providing free uncapped internet and improved safety.","ai_generated":true,"unit":"greenca-000178#insight-4","date_modified":"2026-10-23"},{"text":"The project utilizes an Asset-Based Community Development (ABCD) approach, which focuses on mobilizing existing community assets to create an interim service delivery model that does not compete with traditional services.","ai_generated":true,"unit":"greenca-000178#insight-5","date_modified":"2026-10-23"},{"text":"The integration of solar lighting and wifi has supported the emergence of micro-businesses that can remain open after hours, especially during South Africa's load shedding periods.","ai_generated":true,"unit":"greenca-000178#insight-6","date_modified":"2026-10-23"}],"climate_tags":["urban resilience","informal housing","digital divide","green economy"],"geography_discussed":["Langa","Khayelitsha","Gugulethu","Delft","Elsie's River","Philippi"],"frame_perspective":[],"analysis_type":["case study"]}]}