{"query_echo":{"q":"","filters":{"organization":["Climate and Development Knowledge Network"]},"warnings":[]},"total":{"value":1008,"relation":"eq"},"page":25,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?organization=climate-and-development-knowledge-network&page=25","next":"https://climateinsightsdirectory.org/api/v1/search?organization=climate-and-development-knowledge-network&page=26","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":"cdkn-000041","url":"https://climateinsightsdirectory.org/document/cdkn-000041","title":"Rising Temperatures, Deadly Threat: Recommendations for Ahmedabad’s Government Officials","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"policy brief","language":"en","date_published":"2014-07-17","source_url":"https://cdkn.org/resource/rising-temperatures-recommendations-for-ahmedabads-officials","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed"],"summary":{"text":"The document outlines recommendations for government officials in Ahmedabad to build resilience against extreme heat, noting that Ahmedabad is the first Indian city to establish a comprehensive early warning system and preparedness plan for such events.","ai_generated":true,"unit":"cdkn-000041#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Ahmedabad has become the first city in India to develop a comprehensive preparedness plan and early warning system to manage extreme heat events, implemented via the Ahmedabad Municipal Corporation (AMC) and partner organisations.","ai_generated":true,"unit":"cdkn-000041#insight-1","date_modified":"2026-10-23"}],"climate_tags":["extreme heat","climate change adaptation","early warning system","urban resilience","public health"],"geography_discussed":["India"],"frame_perspective":[],"analysis_type":[]},{"id":"cdkn-000157","url":"https://climateinsightsdirectory.org/document/cdkn-000157","title":"Rising Temperatures, Deadly Threat: Recommendations to Prepare Outdoor Workers in Ahmedabad","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"policy brief","language":"en","date_published":"2014-07-17","source_url":"https://cdkn.org/resource/rising-temperatures-recommendations-outdoor-workers-ahmedabad","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document focuses on the vulnerability of outdoor construction workers in Ahmedabad to extreme heat, advocating for coordinated action among government, labor groups, and healthcare providers to mitigate heat stress.","ai_generated":true,"unit":"cdkn-000157#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Ahmedabad is the first city in India to establish a comprehensive preparedness plan and early warning system to manage extreme heat events, developed by the Ahmedabad Municipal Corporation (AMC) and partner organisations.","ai_generated":true,"unit":"cdkn-000157#insight-1","date_modified":"2026-10-23"},{"text":"The report specifically analyzes how construction workers perceive and experience vulnerability to extreme heat exposure to inform recommendations for educational and governmental interventions.","ai_generated":true,"unit":"cdkn-000157#insight-2","date_modified":"2026-10-23"}],"climate_tags":["extreme heat","climate change adaptation","early warning system","heat stress"],"geography_discussed":["India"],"frame_perspective":[],"analysis_type":["policy analysis","vulnerability assessment"]},{"id":"cdkn-000185","url":"https://climateinsightsdirectory.org/document/cdkn-000185","title":"Rising Temperatures, Deadly Threat: Recommendations for Slum Communities in Ahmedabad","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"policy brief","language":"en","date_published":"2014-07-17","source_url":"https://cdkn.org/resource/rising-temperatures-recommendations-for-slum-communities-ahmedabad","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document focuses on the heightened vulnerability of approximately two million slum residents in Ahmedabad to extreme heat events, noting their increased exposure, susceptibility to health effects, and limited adaptation options.","ai_generated":true,"unit":"cdkn-000185#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Ahmedabad is the first city in India to establish a comprehensive preparedness plan and early warning system for extreme heat events, developed by the Ahmedabad Municipal Corporation (AMC) and partner organisations.","ai_generated":true,"unit":"cdkn-000185#insight-1","date_modified":"2026-10-23"},{"text":"Approximately two million residents of Ahmedabad live in slums and face increased vulnerability to extreme heat due to higher exposure, greater susceptibility to negative health impacts, and a lack of available adaptation options.","ai_generated":true,"unit":"cdkn-000185#insight-2","date_modified":"2026-10-23"}],"climate_tags":["extreme heat","climate change adaptation","urban heat island","public health","early warning system"],"geography_discussed":["India"],"frame_perspective":[],"analysis_type":["policy brief"]},{"id":"cdkn-000218","url":"https://climateinsightsdirectory.org/document/cdkn-000218","title":"Rising Temperatures, Deadly Threat: Recommendations for Health Professionals in Ahmedabad","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"policy brief","language":"en","date_published":"2014-07-17","source_url":"https://cdkn.org/resource/rising-temperatures-health-professionals-ahmedabad","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document argues that urban health centers and link workers are critical for addressing heat vulnerability in Ahmedabad due to their public access and trust. It emphasizes the need for collaborative systems across government departments to ensure effective early warning communications and data sharing. The brief calls for targeted strategies in surveillance, training, and coordination to increase the resilience of vulnerable populations to rising temperatures in India.","ai_generated":true,"unit":"cdkn-000218#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Ahmedabad is the first city in India to establish a comprehensive preparedness plan and early warning system for extreme heat events, developed by the Ahmedabad Municipal Corporation (AMC) and partner organisations.","ai_generated":true,"unit":"cdkn-000218#insight-1","date_modified":"2026-10-23"},{"text":"Urban health centers and link workers are identified as key assets for reducing local heat vulnerability because they possess direct public access and established relationships of trust.","ai_generated":true,"unit":"cdkn-000218#insight-2","date_modified":"2026-10-23"},{"text":"Effective heat response requires collaborative systems between meteorological services, health agencies, emergency management, and emergency response departments to facilitate data sharing, health education, and streamlined coordination.","ai_generated":true,"unit":"cdkn-000218#insight-3","date_modified":"2026-10-23"}],"climate_tags":["early warning system","climate change adaptation","public health"],"geography_discussed":["India"],"frame_perspective":[],"analysis_type":["policy recommendation"]},{"id":"cdkn-000228","url":"https://climateinsightsdirectory.org/document/cdkn-000228","title":"Lessons from Typhoon Nari: Storm Resistant Housing Shown To Be Effective","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"policy brief","language":"en","date_published":"2014-07-17","source_url":"https://cdkn.org/resource/lessons-from-typhoon-nari","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document evaluates the performance of the 'Storm Resistant Housing for a Resilient Da Nang City' project during Typhoon Nari. It finds that while the storm caused severe damage to infrastructure and thousands of homes in Da Nang, the 244 households in the project incurred no damages, demonstrating that proactive storm-resistant preparation is more cost-effective than post-disaster recovery.","ai_generated":true,"unit":"cdkn-000228#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Typhoon Nari, which hit Da Nang city on October 15, 2013, caused extensive damage including the destruction of thousands of houses, injuries to people, and the uprooting of tens of thousands of trees, while also impairing water, power, and traffic systems.","ai_generated":true,"unit":"cdkn-000228#insight-1","date_modified":"2026-10-23"},{"text":"Homes constructed under the 'Storm Resistant Housing for a Resilient Da Nang City' project, funded by the Rockefeller Foundation and administered by ISET-International, Vietnam and the Da Nang Women’s Union, suffered no damages during the typhoon.","ai_generated":true,"unit":"cdkn-000228#insight-2","date_modified":"2026-10-23"},{"text":"The report concludes that investing in storm-resistant preparation is more cost-effective than relying on post-disaster recovery and that emergency response alone is insufficient for a resilient future.","ai_generated":true,"unit":"cdkn-000228#insight-3","date_modified":"2026-10-23"}],"climate_tags":["climate resilience","hurricane","flood","urban planning"],"geography_discussed":["India","Pakistan"],"frame_perspective":[],"analysis_type":["case study","cost-effectiveness analysis"]},{"id":"cdkn-000040","url":"https://climateinsightsdirectory.org/document/cdkn-000040","title":"Global climate impacts for different emissions scenarios","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"fact sheet","language":"en","date_published":"2014-07-15","source_url":"https://cdkn.org/resource/global-impacts-for-different-emissions-scenarios","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed"],"summary":{"text":"The document serves as an introduction to infographics created by the Climate and Development Knowledge Network (CDKN) and the Overseas Development Institute (ODI). These materials are derived from the IPCC Fifth Assessment Report (AR5), which involved 830 expert authors from 85 countries. The specific infographics are part of a guide titled 'What’s in it for Africa' and are intended to facilitate global understanding and discussion regarding climate impacts under different emissions scenarios.","ai_generated":true,"unit":"cdkn-000040#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The IPCC Fifth Assessment Report (AR5) represents the most extensive assessment of climate change to date, involving 830 expert authors from 85 countries and exceeding 5,000 pages across its first three volumes.","ai_generated":true,"unit":"cdkn-000040#insight-1","date_modified":"2026-10-23"}],"climate_tags":["climate impact"],"geography_discussed":["Africa","South Asia"],"frame_perspective":[],"analysis_type":[]},{"id":"cdkn-000082","url":"https://climateinsightsdirectory.org/document/cdkn-000082","title":"The political economy of low carbon energy in Kenya","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"policy brief","language":"en","date_published":"2014-07-15","source_url":"https://cdkn.org/resource/political-economy-of-low-carbon-energy-kenya","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document analyzes the drivers and barriers to low-carbon energy in Kenya, noting that while energy security and climate vulnerability favor renewables, recent oil and gas discoveries may hinder this transition.","ai_generated":true,"unit":"cdkn-000082#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Kenya faces significant energy challenges, including low access to modern energy services, vulnerability to oil price volatility and currency exchange rates, and climate-driven impacts on electricity production, specifically droughts affecting hydro capacity.","ai_generated":true,"unit":"cdkn-000082#insight-1","date_modified":"2026-10-23"},{"text":"There is a strategic alignment where both the Kenyan government and donors view renewable energy technologies as superior to fossil fuels for achieving national energy security goals, such as reliable and cheap electricity generation, particularly given the region's high energy costs and a fragile grid.","ai_generated":true,"unit":"cdkn-000082#insight-2","date_modified":"2026-10-23"},{"text":"The potential transition to low-carbon energy is threatened by recent discoveries of oil and gas within Kenya, which may reduce the momentum for embracing renewable energy.","ai_generated":true,"unit":"cdkn-000082#insight-3","date_modified":"2026-10-23"},{"text":"Solar power, specifically off-grid solar technologies and Solar Home Systems, is identified as a successful market that offers a pathway for climate-compatible development to benefit poorer populations by improving access to modern energy services.","ai_generated":true,"unit":"cdkn-000082#insight-4","date_modified":"2026-10-23"}],"climate_tags":["renewable energy","energy security","climate change vulnerability","hydroelectricity","solar energy","fossil fuel","petroleum industry"],"geography_discussed":["Africa"],"frame_perspective":[],"analysis_type":["political economy analysis","policy assessment"]},{"id":"cdkn-000088","url":"https://climateinsightsdirectory.org/document/cdkn-000088","title":"Future climate trends for Africa","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"fact sheet","language":"en","date_published":"2014-07-15","source_url":"https://cdkn.org/resource/climate-trends-africa","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed"],"summary":{"text":"The document serves as an introduction to infographics derived from the IPCC Fifth Assessment Report (AR5), specifically from a guide titled 'What’s in it for Africa', intended to facilitate the understanding of future climate trends for African decision-makers.","ai_generated":true,"unit":"cdkn-000088#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Climate and Development Knowledge Network (CDKN) and the Overseas Development Institute (ODI) developed succinct guides based on the IPCC Fifth Assessment Report (AR5) for decision-makers in Africa and South Asia.","ai_generated":true,"unit":"cdkn-000088#insight-1","date_modified":"2026-10-23"}],"climate_tags":["climate change"],"geography_discussed":["South Asia"],"frame_perspective":[],"analysis_type":[]},{"id":"cdkn-000307","url":"https://climateinsightsdirectory.org/document/cdkn-000307","title":"Future climate trends for South Asia","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"fact sheet","language":"en","date_published":"2014-07-15","source_url":"https://cdkn.org/resource/infographic-of-future-climate-trends-for-south-asia","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed"],"summary":{"text":"The document serves as an introduction to infographics created by the Climate and Development Knowledge Network (CDKN) and the Overseas Development Institute (ODI). These materials are derived from the IPCC Fifth Assessment Report (AR5) and are specifically intended to help decision-makers in South Asia understand future climate trends and encourage global discussion of the report's findings.","ai_generated":true,"unit":"cdkn-000307#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Climate and Development Knowledge Network (CDKN) and the Overseas Development Institute (ODI) developed succinct guides and infographics based on the IPCC Fifth Assessment Report (AR5) for decision-makers in South Asia and Africa.","ai_generated":true,"unit":"cdkn-000307#insight-1","date_modified":"2026-10-23"}],"climate_tags":["climate change"],"geography_discussed":["Africa"],"frame_perspective":[],"analysis_type":[]},{"id":"cdkn-000337","url":"https://climateinsightsdirectory.org/document/cdkn-000337","title":"A Mitigation Analysis of CDKN Priority Countries","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"report","language":"en","date_published":"2014-07","source_url":"https://cdkn.org/sites/default/files/files/A-Mitigation-Analysis-of-CDKN-Priority-Countries-copy.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report analyzes the mitigation efforts of 14 priority countries and regions, highlighting a wide variation in ambition and activity. While large emitters like India and Indonesia have established legislation and quantitative targets, many other partner countries, particularly in Africa and Small Island Developing States (SIDS), prioritize adaptation due to extreme vulnerability. The analysis identifies key trends, such as the integration of low-emissions paths into economic development strategies and a heavy reliance on donor-funded projects for capacity building and MRV systems.","ai_generated":true,"unit":"cdkn-000337#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"There is significant diversity in the scale and type of mitigation action among CDKN partner countries, ranging from robust quantitative targets in India and Indonesia to a primary focus on adaptation in Rwanda, where mitigation is only \"indirectly addressed in the country’s economic development strategy.\"","ai_generated":true,"unit":"cdkn-000337#insight-1","date_modified":"2026-10-23"},{"text":"National emission targets do not necessarily correlate with a country's total emissions; some Least Developed Countries (LDCs) have set ambitious goals despite minimal global contributions. For instance, the Republic of the Marshall Islands pledged a 40% reduction against 2009 levels while contributing less than 0.1% of global emissions, whereas India pledged a 20-25% reduction against 2005 levels while representing 5% of global emissions.","ai_generated":true,"unit":"cdkn-000337#insight-2","date_modified":"2026-10-23"},{"text":"Many partner countries view economic development as a long-term priority that may conflict with mitigation, leading to a preference for adaptation. However, some are integrating low-emissions pathways into development plans, such as Ethiopia’s Growth and Transformation Plan and Rwanda’s Vision2020.","ai_generated":true,"unit":"cdkn-000337#insight-3","date_modified":"2026-10-23"},{"text":"Small Island Developing States (SIDS) in the Caribbean and Pacific are highly vulnerable to sea-level rise and often depend on imported fossil fuels. Consequently, their mitigation efforts focus heavily on the energy sector, specifically energy efficiency and renewable energy.","ai_generated":true,"unit":"cdkn-000337#insight-4","date_modified":"2026-10-23"},{"text":"Forestry and land use are critical mitigation areas for countries with significant rainforests. Colombia, Indonesia, and Peru participate in UN-REDD to implement the REDD+ mechanism, while Ethiopia, Kenya, and Nepal serve as observers.","ai_generated":true,"unit":"cdkn-000337#insight-5","date_modified":"2026-10-23"},{"text":"Indonesia has set a conditional emissions reduction target of 26% to 41% against business as usual by 2020, depending on international climate financing. India's commitment of 20-25% reduction by 2020 from 2005 levels (excluding agriculture) is voluntary and not legally binding.","ai_generated":true,"unit":"cdkn-000337#insight-6","date_modified":"2026-10-23"},{"text":"Peru has established the 'PERU2021' initiative with voluntary targets for 2021 to reduce emissions to 68 MtCO2e per year, focusing on LULUCF, renewables, and bio-methane from waste.","ai_generated":true,"unit":"cdkn-000337#insight-7","date_modified":"2026-10-23"},{"text":"Ethiopia's Climate Resilient Green Economy (CRGE) Vision aims to keep emissions at 2010 levels by 2030, targeting a limit of 150 MtCO2e, which is approximately 250 MtCO2e less than the business-as-usual scenario.","ai_generated":true,"unit":"cdkn-000337#insight-8","date_modified":"2026-10-23"},{"text":"Donor-funded projects across the priority countries show a consistent emphasis on capacity building, the development of enabling policies, and the establishment of Monitoring, Reporting, and Verification (MRV) systems rather than direct sectoral actions.","ai_generated":true,"unit":"cdkn-000337#insight-9","date_modified":"2026-10-23"}],"climate_tags":["greenhouse gas emissions","climate finance","climate change adaptation","renewable energy","Reducing emissions from deforestation and forest degradation","measurement, reporting, and verification","energy efficiency","biofuel","geothermal energy","solar energy","wind power","hydropower","waste management"],"geography_discussed":["World"],"frame_perspective":[],"analysis_type":["mitigation analysis","policy review","country profiling"]},{"id":"cdkn-000022","url":"https://climateinsightsdirectory.org/document/cdkn-000022","title":"Local approaches to harmonising climate adaptation and disaster risk reduction policies: Lessons from India","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"briefing","language":"en","date_published":"2014-06-12","source_url":"https://cdkn.org/resource/harmonising-climate-adaptation-and-disaster-risk-reduction-india","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document highlights the disconnect between climate change adaptation and disaster risk reduction policies in India, noting that a lack of coordination among ministries renders these policies inefficient on the ground. Research conducted by the Sustainable Environment and Ecological Development Society (SEEDS) in the arid regions of Barmer and Leh indicates that while climate change is increasing the frequency and scale of disasters, local knowledge and multi-stakeholder platforms are essential for creating effective, converged risk reduction strategies.","ai_generated":true,"unit":"cdkn-000022#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Climate change is altering the scale, frequency, and nature of disasters in India, with the most severe impacts occurring in the country's most arid regions.","ai_generated":true,"unit":"cdkn-000022#insight-1","date_modified":"2026-10-23"},{"text":"Operational inefficiencies in disaster and climate change policies result from a lack of coordination between various government departments and ministries.","ai_generated":true,"unit":"cdkn-000022#insight-2","date_modified":"2026-10-23"},{"text":"Local innovation and multi-stakeholder platforms are critical for aligning disaster and climate policies, although these platforms require mechanisms for sustained action to be fully effective.","ai_generated":true,"unit":"cdkn-000022#insight-3","date_modified":"2026-10-23"},{"text":"Urbanization that is rapid and poorly planned has heightened the risk of flash floods in certain areas, while other regions experience 'invisible disasters' that remain unreported.","ai_generated":true,"unit":"cdkn-000022#insight-4","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","disaster risk reduction","urbanization","flash flood","development planning"],"geography_discussed":["Barmer","Western Rajasthan","Leh","Jammu and Kashmir"],"frame_perspective":[],"analysis_type":["policy assessment","case study"]},{"id":"cdkn-000029","url":"https://climateinsightsdirectory.org/document/cdkn-000029","title":"Perceptions of climate change and adaptation to microclimate change and variability among smallholder farmers in Mhakwe Communal Area, Manicaland province, Zimbabwe","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"research paper","language":"en","date_published":"2014-06-06","source_url":"https://cdkn.org/resource/perceptions-of-climate-change-and-adaptation-to-microclimate-change-and-variability-among-smallholder-farmers-in-mhakwe-communal-area-manicaland-province-zimbabwe","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The study examined 43 smallholder farmers in Zimbabwe's Mhakwe Communal Area to understand their perceptions of climate change and their adaptation methods. It found that while farmers receive information from government and non-governmental organisations, they rely on specific practical strategies like zero tillage and agroforestry. The authors recommend that external agencies strengthen these existing strategies and improve the dissemination of analysed weather and climate data.","ai_generated":true,"unit":"cdkn-000029#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Smallholder farmers in the Mhakwe Communal Area receive information regarding climate change and variability from both non-governmental organisations and government agencies.","ai_generated":true,"unit":"cdkn-000029#insight-1","date_modified":"2026-10-23"},{"text":"Farmers employ several specific adaptation strategies to manage microclimate change, including gardening, agroforestry, mulching, zero tillage, and adjusting planting timing.","ai_generated":true,"unit":"cdkn-000029#insight-2","date_modified":"2026-10-23"}],"climate_tags":["climate change","climate variability","smallholder","agroforestry","capacity building"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["perception study"]},{"id":"cdkn-000167","url":"https://climateinsightsdirectory.org/document/cdkn-000167","title":"Integrating climate change concerns into disaster management planning: The case of Gorakhpur, India","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"case study","language":"en","date_published":"2014-05-27","source_url":"https://cdkn.org/resource/integrating-climate-change-into-disaster-planning-gorakhpur","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document describes a programme in Gorakhpur, India, aimed at integrating climate change concerns into disaster management planning. It highlights the use of India's Disaster Management Act (2005) and a 'Shared Learning process' using a Climate Resilience Framework to build the capacity of district departments to respond to climate risks, particularly in a region where flood intensity and frequency have increased over the last century.","ai_generated":true,"unit":"cdkn-000167#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Gorakhpur District in Eastern Uttar Pradesh is highly flood-prone, with data from the last 100 years indicating that floods now recur every 3–4 years, affecting approximately 20% of the 4.4 million residents.","ai_generated":true,"unit":"cdkn-000167#insight-1","date_modified":"2026-10-23"}],"climate_tags":["flood risk","climate change scenario"],"geography_discussed":["Uttar Pradesh"],"frame_perspective":[],"analysis_type":["case study"]},{"id":"cdkn-000255","url":"https://climateinsightsdirectory.org/document/cdkn-000255","title":"Catalysing sustainable tourism: The case of Chiang Mai, Thailand","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"case study","language":"en","date_published":"2014-05-23","source_url":"https://cdkn.org/resource/sustainable-tourism-thailand","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The city of Chiang Mai implemented a non-motorised transport (NMT) system to mitigate greenhouse gas emissions and address urban pressures caused by rapid growth and tourism. This initiative provided co-benefits including improved air quality, reduced traffic congestion, and income generation for the urban poor. While the project served as a catalyst for broader low-carbon action and sustainable land-use practices within the city, it also highlighted a trade-off: local initiatives can reduce in situ emissions but cannot address the emissions generated by tourists traveling to the destination.","ai_generated":true,"unit":"cdkn-000255#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Chiang Mai introduced a non-motorised transport (NMT) system to combat the environmental strains of rapid urban growth and tourism, specifically targeting greenhouse gas emissions, air and water pollution, waste management, and traffic congestion, while simultaneously creating jobs for the urban poor.","ai_generated":true,"unit":"cdkn-000255#insight-1","date_modified":"2026-10-23"},{"text":"The NMT initiative demonstrates that climate mitigation can provide multiple local development co-benefits, including enhancing air quality, reducing traffic congestion, generating income for the poor, and ensuring the long-term viability of the tourism sector.","ai_generated":true,"unit":"cdkn-000255#insight-2","date_modified":"2026-10-23"},{"text":"Small-scale climate mitigation projects can act as catalysts for more ambitious city-wide goals, leading to expanded NMT networks, sustainable land-use practices, and low-carbon actions in other sectors.","ai_generated":true,"unit":"cdkn-000255#insight-3","date_modified":"2026-10-23"},{"text":"A tension exists in green tourism where local mitigation efforts address emissions within the destination but fail to account for the emissions produced by tourists during their travel to the location.","ai_generated":true,"unit":"cdkn-000255#insight-4","date_modified":"2026-10-23"}],"climate_tags":["sustainable tourism","greenhouse gas emissions","climate change mitigation","urban planning","air quality"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["case study"]},{"id":"cdkn-000230","url":"https://climateinsightsdirectory.org/document/cdkn-000230","title":"A local vision of climate adaptation: Participatory urban planning in Mozambique","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"briefing","language":"en","date_published":"2014-05-20","source_url":"https://cdkn.org/resource/urban-planning-mozambique","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The 4PCCD project (2011-2013) implemented a participatory urban planning tool in Maputo, Mozambique, to identify local priorities for climate action. The project demonstrated that involving citizens from informal settlements can accelerate climate policy development and empower communities to present collective visions to government and private sectors. However, the findings indicate that meaningful community consultation and scientific climate impact assessments require sufficient allocations of time and financial resources.","ai_generated":true,"unit":"cdkn-000230#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The 4PCCD project utilized an urban planning tool that acknowledged the ability of residents in Maputo's informal settlements to create a future vision for their neighborhoods amidst a changing climate, empowering them to present this collective vision to private firms and government institutions.","ai_generated":true,"unit":"cdkn-000230#insight-1","date_modified":"2026-10-23"},{"text":"The project established platforms for dialogue between communities, businesses, and government institutions through both public forums and informal meetings, suggesting that municipalities can accelerate the development of climate policy by incorporating the knowledge and experiences of local communities.","ai_generated":true,"unit":"cdkn-000230#insight-2","date_modified":"2026-10-23"},{"text":"The project identified that for participatory planning to be effective, there must be adequate funding and time dedicated to both detailed scientific assessments of climate impacts and meaningful consultation with the community.","ai_generated":true,"unit":"cdkn-000230#insight-3","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","informal housing","climate policy","sea level rise","flood","tropical cyclone"],"geography_discussed":["Indian Ocean"],"frame_perspective":[],"analysis_type":["project evaluation"]},{"id":"cdkn-000351","url":"https://climateinsightsdirectory.org/document/cdkn-000351","title":"Addressing heat-related health risks in urban India: Ahmedabad’s Heat Action Plan","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"case study","language":"en","date_published":"2014-05","source_url":"http://cdkn.org/wp-content/uploads/2014/05/Ahmedebad_Inside_Story_final_web-res1.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document details the development of Ahmedabad's Heat Action Plan, a pilot initiative led by a coalition of academic, health, and environmental groups including the NRDC and IIPH. Triggered by a deadly heat wave in May 2010, the plan focuses on early warning systems, community outreach, and capacity building for health workers. Key successes include strong municipal leadership and the use of scientific research to identify vulnerable groups, such as slum dwellers and outdoor workers. The document highlights the importance of interagency coordination and the need to treat heat waves as natural disasters to secure political will and funding.","ai_generated":true,"unit":"cdkn-000351#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"A severe heat wave in May 2010 in Ahmedabad, with peak temperatures reaching 46.8°C (116°F), resulted in 4,462 all-cause deaths, which represented an excess of 1,344 deaths or a 43.1% increase over the reference period.","ai_generated":true,"unit":"cdkn-000351#insight-1","date_modified":"2026-10-23"},{"text":"Effective implementation was enabled by appointing the city's Health Department as the lead agency to coordinate municipal activities, leveraging existing public health infrastructure and communication channels.","ai_generated":true,"unit":"cdkn-000351#insight-2","date_modified":"2026-10-23"},{"text":"The project encountered significant barriers in data collection because hospitals did not previously monitor heat-related illnesses and deaths, which hindered the ability to establish a baseline for evaluating the 2013 interventions.","ai_generated":true,"unit":"cdkn-000351#insight-3","date_modified":"2026-10-23"},{"text":"Changing the perception of heat waves from a general weather event to a 'disaster' requiring high-level preparation was critical for gaining political will, a shift supported by sharing mortality data and best practices from the United States and Europe.","ai_generated":true,"unit":"cdkn-000351#insight-4","date_modified":"2026-10-23"}],"climate_tags":["extreme heat","climate change adaptation","public health","early warning system","urban resilience","disaster risk reduction"],"geography_discussed":["Europe","United States"],"frame_perspective":[],"analysis_type":["case study"]},{"id":"cdkn-000463","url":"https://climateinsightsdirectory.org/document/cdkn-000463","title":"Strengthening climate resilience in African cities","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"research paper","language":"en","date_published":"2014-05","source_url":"http://cdkn.org/wp-content/uploads/2014/05/CDKN_ACC_WP_final_web-res.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The research paper outlines a strategy for 'climate compatible development' in African cities, which integrates climate change adaptation and mitigation with urban development. It emphasizes the need to work with informality and inequality, as a large portion of African urban growth occurs in slums. The authors propose a vision for 'adaptive African cities' and provide a practical eight-step model for community-based development, ranging from visioning and vulnerability mapping to the prioritisation of adaptation options and the tracking of outcomes.","ai_generated":true,"unit":"cdkn-000463#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"African cities are experiencing an unprecedented second wave of urbanisation (1950-2030), with a significant portion of growth occurring in slums and informal settlements that lack the governance and infrastructure to absorb this expansion.","ai_generated":true,"unit":"cdkn-000463#insight-1","date_modified":"2026-10-23"},{"text":"Urban populations in Africa are projected to grow from 33 million in 1950 to over 1.2 billion by 2050, with some cities in East, Central, and West Africa seeing informal settlement proportions as high as 60–80%.","ai_generated":true,"unit":"cdkn-000463#insight-2","date_modified":"2026-10-23"},{"text":"Slum and informal settlement residents are particularly vulnerable to climate impacts because they often live on marginal land and lack the infrastructure to withstand extreme events such as floods, heat waves, and storm surges.","ai_generated":true,"unit":"cdkn-000463#insight-3","date_modified":"2026-10-23"},{"text":"The authors propose a vision for 'adaptive African cities' that includes accepting informality as a core part of the city fabric, prioritising slum upgrading, and investing in low- and high-tech solutions like biogas digesters and solar water heaters.","ai_generated":true,"unit":"cdkn-000463#insight-4","date_modified":"2026-10-23"},{"text":"Climate compatible development in African cities should prioritise adaptation over mitigation, as per capita greenhouse gas emissions are relatively low, although mitigation co-benefits should be sought to leverage financing.","ai_generated":true,"unit":"cdkn-000463#insight-5","date_modified":"2026-10-23"},{"text":"The proposed framework for in situ development in informal settlements is based on eight principles, including achieving rapid results for safety, ensuring affordability of technologies, and enhancing security of land tenure.","ai_generated":true,"unit":"cdkn-000463#insight-6","date_modified":"2026-10-23"},{"text":"The document outlines an eight-step process for applying a community-based development model: 1) develop a vision, 2) map climate-sensitive linkages, 3) assess current vulnerabilities, 4) consider future vulnerability via projections, 5) identify adaptation options, 6) assess mitigation co-benefits, 7) prioritise options, and 8) establish tracking mechanisms.","ai_generated":true,"unit":"cdkn-000463#insight-7","date_modified":"2026-10-23"},{"text":"Effective climate compatible development requires partnerships between grassroots organisations, government agencies, and research institutions to bridge gaps in technical data, local knowledge, and analytical tools.","ai_generated":true,"unit":"cdkn-000463#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","climate change mitigation","Low carbon development","urban resilience","informal housing","urbanization","greenhouse gas emissions","climate finance","land tenure"],"geography_discussed":["Accra","Ghana","Addis Ababa","Ethiopia","Kampala","Uganda","Cape Town","South Africa"],"frame_perspective":[],"analysis_type":["framework proposal","policy guidance"]},{"id":"cdkn-000480","url":"https://climateinsightsdirectory.org/document/cdkn-000480","title":"Integrating climate change concerns into disaster management planning: The case of Gorakhpur, India","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"case study","language":"en","date_published":"2014-05","source_url":"https://cdkn.org/sites/default/files/files/CDKN_Gorakhpur_final_web-res.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document describes a CDKN-START programme that successfully transitioned Gorakhpur's District Disaster Management Plan from a coordination-focused document to a climate-sensitive plan. This was achieved using the 'Shared Learning Dialogue' (SLD) process and the Climate Resilience Framework to bridge gaps in technical capacity and inter-departmental coordination. Key achievements include the use of simplified extreme event analysis over standard regional models to increase government buy-in and the establishment of a mandate for integrating disaster risk reduction into annual development plans.","ai_generated":true,"unit":"cdkn-000480#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The District Disaster Management Plans mandated by India’s Disaster Management Act (2005) serve as an effective tool for implementing climate-sensitive planning at the district level.","ai_generated":true,"unit":"cdkn-000480#insight-1","date_modified":"2026-10-23"},{"text":"The 'Shared Learning Dialogue' (SLD) process—a structured, iterative series of workshops and discussions—is essential for building the capacity of government departments to understand and respond to climate risks and for improving both horizontal and vertical coordination.","ai_generated":true,"unit":"cdkn-000480#insight-2","date_modified":"2026-10-23"},{"text":"Gorakhpur is highly flood-prone, with data from the last 100 years showing an increase in flood intensity and frequency, now recurring every 3–4 years; climate projections suggest rainfall event intensity could increase by up to 33%.","ai_generated":true,"unit":"cdkn-000480#insight-3","date_modified":"2026-10-23"},{"text":"The programme's success in publishing a climate-sensitive DDMP was attributed to the credibility of the Gorakhpur Environmental Action Group (GEAG), high government priority regarding flooding, and the provision of technical support for vulnerability assessments.","ai_generated":true,"unit":"cdkn-000480#insight-4","date_modified":"2026-10-23"},{"text":"The use of the Climate Resilience Framework helped address a systemic lack of comprehensive understanding regarding the root causes of vulnerability, moving beyond simple compensation-based assessments of flood damage.","ai_generated":true,"unit":"cdkn-000480#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","disaster risk reduction","Flood risk management","climate resilience","vulnerability assessment","climate change scenario"],"geography_discussed":["Uttar Pradesh","India"],"frame_perspective":[],"analysis_type":["case study"]},{"id":"cdkn-000488","url":"https://climateinsightsdirectory.org/document/cdkn-000488","title":"Catalysing sustainable tourism: The case of Chiang Mai, Thailand","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"case study","language":"en","date_published":"2014-05","source_url":"https://cdkn.org/sites/default/files/files/CDKN_InsideStory-ChiangMai_final_web-res-revised.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document details Chiang Mai's transition toward sustainable urban tourism by implementing a non-motorised transport (NMT) strategy. Facing rapid growth and high emissions from the tourism sector—which generated 4,417,511 tons of CO2e in 2011—the city focused on walking and cycling to mitigate climate impact and alleviate poverty. The initiative, supported by the Mayor and a multi-stakeholder partnership, aims to increase bicycle lane networks from 4% to 10% in the city centre. The project served as a catalyst for further low-carbon policies, including a Global Environment Facility (GEF) pilot project and the proposed Chiang Mai City Council for Climate Change.","ai_generated":true,"unit":"cdkn-000488#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"In 2011, the tourism sector in Chiang Mai produced a total of 4,417,511 tons of carbon dioxide equivalent (CO2e), with the transport sector being the primary contributor at 95.8% of those emissions.","ai_generated":true,"unit":"cdkn-000488#insight-1","date_modified":"2026-10-23"},{"text":"The city's non-motorised transport (NMT) initiative is designed as a 'win-win' strategy that reduces greenhouse gas emissions while providing income-generating opportunities for the urban poor, such as street vendors and bicycle operators.","ai_generated":true,"unit":"cdkn-000488#insight-2","date_modified":"2026-10-23"},{"text":"Implementing NMT options in the target area is estimated to reduce annual local vehicle (diesel) travel by 535,820 to 1,339,550 kilometres, resulting in an annual reduction of 230–570 tons of CO2e, or 0.6–1.6% of ground transport emissions within the city.","ai_generated":true,"unit":"cdkn-000488#insight-3","date_modified":"2026-10-23"},{"text":"The city government has set a target to increase the proportion of bicycle lane networks within the city centre from the current 4% to 10%.","ai_generated":true,"unit":"cdkn-000488#insight-4","date_modified":"2026-10-23"},{"text":"The Sustainable Urban Transport project acted as a catalyst for further initiatives, including a pilot project funded by the Global Environment Facility (GEF) focused on integrated land use and sustainable urban transport planning in the Three Kings Monument area.","ai_generated":true,"unit":"cdkn-000488#insight-5","date_modified":"2026-10-23"},{"text":"A significant limitation of local green tourism initiatives is that while they can address emissions within the city, they cannot mitigate the emissions generated by tourists travelling to the destination.","ai_generated":true,"unit":"cdkn-000488#insight-6","date_modified":"2026-10-23"}],"climate_tags":["greenhouse gas emissions","sustainable tourism","climate change mitigation","Low carbon development","urban planning","land-use planning","climate finance","poverty reduction"],"geography_discussed":["Thailand","Bangkok","Huế","Vietnam"],"frame_perspective":[],"analysis_type":["case study"]},{"id":"cdkn-000489","url":"https://climateinsightsdirectory.org/document/cdkn-000489","title":"A local vision of climate adaptation: Participatory urban planning in Mozambique","publisher":{"name":"Climate and Development Knowledge Network","organization":"climate-and-development-knowledge-network"},"document_type":"case study","language":"en","date_published":"2014-05","source_url":"http://cdkn.org/wp-content/uploads/2014/05/CDKN_InsideStory-Mozambique_Final20-05-14_WEB.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The 4PCCD project (2011-2013) implemented a Participatory Action Plan Development methodology in Maputo, Mozambique, to integrate local community knowledge into climate adaptation planning. By establishing a Climate Planning Committee (CPC) in the Chamanculo C bairro, the project empowered residents to develop a Community Plan for Climate Change Adaptation focused on drainage, waste management, and infrastructure to combat recurrent flooding. The project demonstrated that municipalities can accelerate climate policy development by engaging local communities, though it highlighted the need for sufficient time and funding for meaningful consultation and detailed scientific impact assessments. While formal long-term partnership commitments were not fully proven within the project's lifetime, the initiative fostered new networks between residents, the National Fund for the Environment of Mozambique (FUNAB), and other institutional actors.","ai_generated":true,"unit":"cdkn-000489#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The 4PCCD project utilized a participatory planning methodology called Participatory Action Plan Development to empower citizens in informal settlements to create a collective vision for their neighbourhood's future under a changing climate.","ai_generated":true,"unit":"cdkn-000489#insight-1","date_modified":"2026-10-23"},{"text":"Local residents in Chamanculo C prioritized climate adaptation over mitigation, specifically focusing on improving drainage and infrastructure to manage recurrent flooding, while rejecting government-proposed relocation due to potential negative impacts on their livelihoods.","ai_generated":true,"unit":"cdkn-000489#insight-2","date_modified":"2026-10-23"},{"text":"The project successfully established a Climate Planning Committee (CPC) that developed a Community Plan for Climate Change Adaptation, which included proposals for a recycling centre, improved water supply networks, and environmental education.","ai_generated":true,"unit":"cdkn-000489#insight-3","date_modified":"2026-10-23"},{"text":"The initiative created new communication channels and networks between community members and various stakeholders, including the Maputo Municipality, the Ministry of Environment, the water utility FIPAG, and the National Fund for the Environment of Mozambique (FUNAB).","ai_generated":true,"unit":"cdkn-000489#insight-4","date_modified":"2026-10-23"},{"text":"While the project did not prove the generation of formal long-standing partnership commitments within its timeframe, it shifted community involvement from passive participation to active leadership and influenced the municipality to pursue deeper climate planning.","ai_generated":true,"unit":"cdkn-000489#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate change adaptation","waste management","informal housing","climate governance","Community based adaptation","Flood risk management"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["case study"]}]}