{"query_echo":{"q":"","filters":{"analysis_type":["field survey"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'field survey' for facet 'analysis_type' is not in the controlled vocabulary."}]},"total":{"value":7,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?analysis_type=field+survey","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-003087","url":"https://climateinsightsdirectory.org/document/iisd-003087","title":"India’s Clean Cooking Shift","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2026-02","source_url":"https://www.iisd.org/system/files/2026-02/india-clean-cooking.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report argues that India's reliance on liquefied petroleum gas (LPG) and piped natural gas (PNG) creates energy security risks and fiscal burdens due to high import dependence and subsidies. It advocates for a shift toward decentralized biogas for rural households and e-cooking for urban areas to align with net-zero goals. Fieldwork in Punjab, Rajasthan, and Uttarakhand shows that biogas is highly satisfactory and reduces firewood use by 70%, though high upfront costs remain a barrier. In urban centers like Delhi and Bengaluru, e-cooking is found to be cheaper in operational expenditure than LPG or PNG, with the potential to save the government up to INR 2.4 trillion in subsidies by 2050 under a high-growth scenario.","ai_generated":true,"unit":"iisd-003087#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"India's clean cooking expansion has led to a heavy reliance on imported fossil fuels; LPG consumption rose from ~15 MMT in 2011/12 to ~31 MMT in 2024/25, with over 93% of that increase met through imports.","ai_generated":true,"unit":"iisd-003087#insight-1","date_modified":"2026-10-23"},{"text":"Biogas adoption in India remains very low, with only 0.3% of all households (0.4% of rural households) using it as their primary cooking fuel, despite the availability of government subsidies.","ai_generated":true,"unit":"iisd-003087#insight-2","date_modified":"2026-10-23"},{"text":"Fieldwork indicates that biogas users are highly satisfied, reporting that the fuel is as efficient as LPG with nearly identical cooking times, and that adoption leads to a sustained 70% reduction in firewood usage.","ai_generated":true,"unit":"iisd-003087#insight-3","date_modified":"2026-10-23"},{"text":"Prefabricated biogas models offer several advantages over civil-construction models, including shorter installation times (1-2 days versus 12-15 days), a smaller footprint, and better performance in alpine climates with heavy rains or winter cold.","ai_generated":true,"unit":"iisd-003087#insight-4","date_modified":"2026-10-23"},{"text":"The upfront cost of biogas plants is a major barrier; even with a 40% government subsidy, the remaining cost of approximately INR 24,000 (USD 273) is unaffordable for most rural households.","ai_generated":true,"unit":"iisd-003087#insight-5","date_modified":"2026-10-23"},{"text":"E-cooking is more cost-effective in terms of operational expenditure for most Indian households than LPG or PNG, with annual costs of INR 5,800–5,900 compared to INR 6,800–6,900 for fossil fuels.","ai_generated":true,"unit":"iisd-003087#insight-6","date_modified":"2026-10-23"},{"text":"Urban e-cooking adoption could significantly reduce India's fiscal and energy burdens, potentially halving LPG demand and delivering subsidy savings of up to INR 2.4 trillion by 2050 under a high-growth scenario.","ai_generated":true,"unit":"iisd-003087#insight-7","date_modified":"2026-10-23"},{"text":"Low-income urban households face specific barriers to e-cooking adoption, including a lack of formal electricity connections and the use of shared meters, which excludes them from government electricity subsidies.","ai_generated":true,"unit":"iisd-003087#insight-8","date_modified":"2026-10-23"}],"climate_tags":["clean cooking","biogas","energy security","fossil fuel subsidy","Net-zero emissions","renewable energy","carbon credit","household air pollution"],"geography_discussed":["Punjab","Rajasthan","Uttarakhand","Bengaluru","Delhi"],"frame_perspective":[],"analysis_type":["cost-benefit analysis","field survey","policy analysis","predictive modelling"]},{"id":"clipolin-000251","url":"https://climateinsightsdirectory.org/document/clipolin-000251","title":"Unlocking Climate Finance for Women-led Enterprises in Nepal: Ground-level Insights","publisher":{"name":"Climate Policy Initiative","organization":"climate-policy-initiative"},"document_type":"policy brief","language":"en","date_published":"2026-01-22","source_url":"https://www.climatepolicyinitiative.org/publication/unlocking-climate-finance-for-women-led-enterprises-in-nepal-ground-level-insights/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","analysis_type"],"summary":{"text":"The document identifies significant structural, gender-based, and climate-related barriers that prevent women-led enterprises in Nepal from accessing formal and climate finance. Based on a survey of 200 enterprises, it highlights a reliance on personal savings and a lack of preparedness for climate shocks. It recommends a multi-stakeholder approach involving policy alignment, tailored capacity building, de-risking financial instruments, and the promotion of cooperatives to improve market power.","ai_generated":true,"unit":"clipolin-000251#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Women-led enterprises (WLEs) in Nepal face severe operational and market constraints, with over 70% relying on local markets and struggling with high transport costs, raw material shortages, and low digital literacy.","ai_generated":true,"unit":"clipolin-000251#insight-1","date_modified":"2026-10-23"},{"text":"Gender-specific barriers, including lack of control over productive assets, decision-making limitations, household care burdens, and mobility restrictions, disproportionately hinder the growth of women's enterprises compared to men's.","ai_generated":true,"unit":"clipolin-000251#insight-2","date_modified":"2026-10-23"},{"text":"Climate change exacerbates existing vulnerabilities for WLEs; 65% of surveyed enterprises reported being affected by climate shocks, but only 37% of those affected felt they were adequately prepared.","ai_generated":true,"unit":"clipolin-000251#insight-3","date_modified":"2026-10-23"},{"text":"Access to formal and climate finance is extremely limited for WLEs, with 88% relying on personal savings and only 56% accessing formal finance due to collateral gaps, complex procedures, and a lack of suitable financial products.","ai_generated":true,"unit":"clipolin-000251#insight-4","date_modified":"2026-10-23"},{"text":"Nepal faces a significant climate financing gap, estimated at USD 6.7 billion per year by 2035 according to NDC 3.0, which restricts investments in sustainable growth and resilience.","ai_generated":true,"unit":"clipolin-000251#insight-5","date_modified":"2026-10-23"}],"climate_tags":["climate finance","agriculture","forestry","climate change adaptation"],"geography_discussed":[],"frame_perspective":[],"analysis_type":["primary study","field survey","policy analysis"]},{"id":"catf-000989","url":"https://climateinsightsdirectory.org/document/catf-000989","title":"It Happens Here Too: Methane Pollution in Europe’s Oil and Gas Network","publisher":{"name":"Clean Air Task Force","organization":"clean-air-task-force"},"document_type":"report","language":"en","date_published":"2023-05","source_url":"https://cdn.catf.us/wp-content/uploads/2023/05/05145938/it-happens-here-too-report-2023.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Clean Air Task Force (CATF) conducted a multi-country survey of over 430 oil and gas sites across 15 European countries between February 2021 and March 2023 using optical gas imaging (OGI). The survey found evidence of methane emissions at 289 sites, identifying 881 sources of emissions. The report highlights that emissions occur at every stage of the supply chain, with storage tanks, vent stacks, unlit flares, and piping leaks being the most common sources. It specifically notes significant maintenance failures in Romania and continuous venting at various compressor stations across the bloc. CATF argues that voluntary industry commitments and self-reporting are insufficient, as observed emissions often contradict corporate claims. The report recommends that the EU adopt a comprehensive LDAR program, ban routine venting and flaring, establish a mandatory monitor, report, and verify (MRV) system, implement tough import standards for fossil fuels, and create a program to remediate abandoned wells.","ai_generated":true,"unit":"catf-000989#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"A survey of over 430 oil and gas sites across 15 European countries, including the UK, found methane emissions at 289 sites, indicating that pollution is widespread across the network.","ai_generated":true,"unit":"catf-000989#insight-1","date_modified":"2026-10-23"},{"text":"Storage tanks were identified as the most frequent source of methane emissions, with 185 out of 881 observed sources. Romania had the highest number of leaking tanks (92), followed by the UK (31) and Italy (21).","ai_generated":true,"unit":"catf-000989#insight-2","date_modified":"2026-10-23"},{"text":"Venting from equipment, vent stacks, and unlit flares was observed 453 times, often resulting from malfunctioning equipment or inefficient combustion in flares and compressor turbines.","ai_generated":true,"unit":"catf-000989#insight-3","date_modified":"2026-10-23"},{"text":"Miscellaneous leaks from facility piping, including rusted holes and faulty valves, were documented 404 times across all visited countries.","ai_generated":true,"unit":"catf-000989#insight-4","date_modified":"2026-10-23"},{"text":"Romania exhibits significant methane pollution from oil and gas wells, with one inspection of 16 wells in the Schilista oil field finding leaks in 15 of them.","ai_generated":true,"unit":"catf-000989#insight-5","date_modified":"2026-10-23"},{"text":"In Italy, CATF found emissions at 35 out of 46 visited sites, including continuous venting at the Snam-GNL Panigaglia LNG terminal and significant emissions at Snam-Stogit storage facilities in Minerbio.","ai_generated":true,"unit":"catf-000989#insight-6","date_modified":"2026-10-23"},{"text":"In Germany, emissions were detected at 16 of 33 visited sites, with notable continuous releases from the emergency blowout stack at the Gascade Mallnow compressor station between February 2021 and March 2023.","ai_generated":true,"unit":"catf-000989#insight-7","date_modified":"2026-10-23"},{"text":"The report argues that voluntary industry reporting is inadequate because there is no legal obligation to reduce emissions, and corporate rhetoric often contradicts observed ground-level pollution.","ai_generated":true,"unit":"catf-000989#insight-8","date_modified":"2026-10-23"},{"text":"The EU's gas import market covers over 51% of global production, meaning that implementing strong import standards could significantly reduce global methane emissions.","ai_generated":true,"unit":"catf-000989#insight-9","date_modified":"2026-10-23"}],"climate_tags":["methane emissions","petroleum industry","measurement, reporting, and verification","energy transition","greenhouse gas"],"geography_discussed":["Austria","Belgium","Bulgaria","Czech Republic","France","Germany","Greece","Italy","Hungary","Netherlands","Poland","Romania","Slovakia","Spain","Canada","United States","Nigeria","Norway"],"frame_perspective":[],"analysis_type":["field survey","policy analysis"]},{"id":"catf-000687","url":"https://climateinsightsdirectory.org/document/catf-000687","title":"It Happens Here Too: Methane Pollution in Europe’s oil and gas network","publisher":{"name":"Clean Air Task Force","organization":"clean-air-task-force"},"document_type":"report","language":"en","date_published":"2021-12","source_url":"https://cdn.catf.us/wp-content/uploads/2021/12/13024754/CATF_EUMethane_Report_Proof_12.10.21.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"Clean Air Task Force (CATF) conducted a survey of over 250 oil and gas sites across 11 EU member states using optical gas imaging, finding evidence of methane emissions at 180 of those sites. The report identifies storage tanks, vent stacks, and piping leaks as primary emission sources and highlights a significant problem with poorly maintained wells in Romania. CATF argues that current industry self-regulation and voluntary commitments are insufficient, as observed emissions often contradict corporate rhetoric. The report recommends that the EU implement a mandatory Leak Detection and Repair (LDAR) program, ban routine venting and flaring, establish a robust monitoring, reporting, and verification (MRV) system, set strict import standards for fossil fuels, and create a program to remediate abandoned wells.","ai_generated":true,"unit":"catf-000687#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"A survey of over 250 oil and gas sites across 11 EU member states revealed that methane pollution is widespread, with emissions documented at 180 of the visited sites.","ai_generated":true,"unit":"catf-000687#insight-1","date_modified":"2026-10-23"},{"text":"Methane emissions occur across the entire oil and gas value chain, including upstream production, transportation, storage, and distribution, sometimes near population centers.","ai_generated":true,"unit":"catf-000687#insight-2","date_modified":"2026-10-23"},{"text":"Storage tanks were the most frequent source of emissions among the 433 sources observed, with 119 instances, primarily in Romania and Italy.","ai_generated":true,"unit":"catf-000687#insight-3","date_modified":"2026-10-23"},{"text":"Significant methane pollution was observed from poorly maintained oil and gas wells in Romania, where 15 out of 16 wells inspected at the Schilista oil field were leaking.","ai_generated":true,"unit":"catf-000687#insight-4","date_modified":"2026-10-23"},{"text":"Other common emission sources include vent stacks and unlit flares (78 observations) and miscellaneous piping leaks (62 observations).","ai_generated":true,"unit":"catf-000687#insight-5","date_modified":"2026-10-23"},{"text":"There is a discrepancy between the public commitments of oil and gas companies and actual operational practices, as evidenced by continued venting at sites owned by companies claiming to use leak detection programs.","ai_generated":true,"unit":"catf-000687#insight-6","date_modified":"2026-10-23"},{"text":"The report argues that sectoral self-regulation is ineffective because companies currently have no legal obligation to report or reduce methane emissions.","ai_generated":true,"unit":"catf-000687#insight-7","date_modified":"2026-10-23"},{"text":"CATF recommends a mandatory EU-wide Leak Detection and Repair (LDAR) program, noting that monthly inspections could reduce leak emissions by approximately 90%.","ai_generated":true,"unit":"catf-000687#insight-8","date_modified":"2026-10-23"},{"text":"The report calls for a ban on routine venting and flaring, except for safety or emergency reasons, suggesting the EU adopt a model similar to Norway's tax-based system.","ai_generated":true,"unit":"catf-000687#insight-9","date_modified":"2026-10-23"},{"text":"The EU is encouraged to use its position as the world's largest fossil fuel importer to impose methane standards on external producers.","ai_generated":true,"unit":"catf-000687#insight-10","date_modified":"2026-10-23"}],"climate_tags":["methane emissions","petroleum industry","measurement, reporting, and verification"],"geography_discussed":["Austria","Belgium","Germany","Hungary","Netherlands","Norway"],"frame_perspective":[],"analysis_type":["field survey","policy analysis"]},{"id":"wwfza-000153","url":"https://climateinsightsdirectory.org/document/wwfza-000153","title":"GROUNDTRUTHING ESTABLISHING A CITIZEN SCIENCE GROUNDWATER MONITORING NETWORK IN CAPE TOWN","publisher":{"name":"WWF South Africa","organization":"wwf-south-africa"},"document_type":"report","language":"en","date_published":"2020","source_url":"https://wwfafrica.awsassets.panda.org/downloads/wwf_groundtruthing_report_1oct20.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The report describes the implementation of a groundwater monitoring network in Newlands and the Epping/Airport Industria areas of Cape Town. It combines desktop research from databases like WARMS and the National Groundwater Archive with field-based 'groundtruthing' via hydrocensus surveys of private borehole owners. The project identifies the geological characteristics of the Table Mountain Group and Cape Flats aquifers and deploys Solinst Leveloggers to track water levels. The findings highlight a significant increase in private borehole drilling between 2015 and 2019 and note concerns among users regarding water quality and the sustainability of abstraction levels.","ai_generated":true,"unit":"wwfza-000153#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"A severe drought between 2015 and 2019 led to a sudden and unquantifiable increase in the number of boreholes and well points created, as well as the volume of groundwater abstracted within the City of Cape Town.","ai_generated":true,"unit":"wwfza-000153#insight-1","date_modified":"2026-10-23"},{"text":"The City of Cape Town relies on three primary aquifers for groundwater: the Table Mountain Group Aquifer, the Cape Flats Aquifer (stretching over 400 km2), and the Atlantis Aquifer (approximately 130 km2).","ai_generated":true,"unit":"wwfza-000153#insight-2","date_modified":"2026-10-23"},{"text":"In the Newlands study area, a hydrocensus of 105 visited properties found that 29% of residents were available to provide data. User concerns included the presence of iron in the water, the drying up of southern well points, and the potential for petrol leaks from nearby businesses.","ai_generated":true,"unit":"wwfza-000153#insight-3","date_modified":"2026-10-23"},{"text":"The Epping and Airport Industria study area is characterized by a mix of heavy industrial and residential land use overlying the Cape Flats Aquifer, with saturated sand thicknesses typically between 10 and 15 m.","ai_generated":true,"unit":"wwfza-000153#insight-4","date_modified":"2026-10-23"},{"text":"A monitoring network was established using Solinst Leveloggers, with six loggers deployed in the Newlands residential area and six in the Epping industrial area, including two at the Cape Town International Airport.","ai_generated":true,"unit":"wwfza-000153#insight-5","date_modified":"2026-10-23"},{"text":"The report identifies significant data gaps and limitations, including the lack of updated WARMS database information from the Department of Water and Sanitation (DWS) and inaccurate coordinates in the National Groundwater Archive.","ai_generated":true,"unit":"wwfza-000153#insight-6","date_modified":"2026-10-23"}],"climate_tags":["water security","drought","water quality","climate change"],"geography_discussed":["Western Cape","South Africa"],"frame_perspective":[],"analysis_type":["technical assessment","field survey","feasibility study"]},{"id":"iisd-002491","url":"https://climateinsightsdirectory.org/document/iisd-002491","title":"Cattail biomass and nutrient survey of Netley-Libau Marsh","publisher":{"name":"International Institute for Sustainable Development","organization":"international-institute-for-sustainable-development"},"document_type":"report","language":"en","date_published":"2012-04","source_url":"https://www.iisd.org/system/files/publications/advancing-netley-libau-marsh-restoration-efforts.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The study finds that Netley-Libau Marsh is currently degraded and not functioning as a healthy coastal wetland, with total phosphorus levels in the water significantly exceeding Manitoba Water Quality Guidelines. However, the marsh's cattail communities store substantial amounts of nutrients—estimated at 525 tonnes of phosphorus and 1,965 tonnes of nitrogen—and the report argues that restoring 25% of lost plant communities could further increase these storage capacities by 130 and 500 tonnes, respectively.","ai_generated":true,"unit":"iisd-002491#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Netley-Libau Marsh has suffered significant ecological degradation over several decades due to dredging, drainage, and water management, leading to a decline in wildlife habitat and a loss of plant communities. Between 1979 and 2001, open water areas increased from 8,880 hectares (35%) to 13,125 hectares (51%), while vegetation cover declined by nearly 32%.","ai_generated":true,"unit":"iisd-002491#insight-1","date_modified":"2026-10-23"},{"text":"Water quality samples from August 2009 show that total phosphorus (TP) concentrations in the marsh range from 0.39 to 3.53 mg/L (with one site reaching 9.56 mg/L), which is significantly higher than the Manitoba Water Quality Guideline limit of 0.025 mg/L.","ai_generated":true,"unit":"iisd-002491#insight-2","date_modified":"2026-10-23"},{"text":"The cattail (Typha spp.) community in the marsh is estimated to store 525 tonnes of total phosphorus and 1,965 tonnes of total nitrogen. Additionally, the soil layer is estimated to contain 230 tonnes of phosphorus and 305 tonnes of nitrogen.","ai_generated":true,"unit":"iisd-002491#insight-3","date_modified":"2026-10-23"},{"text":"Restoring 25% of the lost plant communities and organic litter layers in Netley-Libau Marsh could increase the storage potential for phosphorus by 130 tonnes and nitrogen by 500 tonnes.","ai_generated":true,"unit":"iisd-002491#insight-4","date_modified":"2026-10-23"},{"text":"The average dry biomass yield for cattails in the marsh is estimated at 18,870 kg (18.9 tonnes) per hectare, with an average plant density of 43 plants per square metre and an average height between 260 and 290 centimetres.","ai_generated":true,"unit":"iisd-002491#insight-5","date_modified":"2026-10-23"},{"text":"Nutrient distribution within the cattail community shows that the greatest proportion of nitrogen is found in above-ground plant material, whereas the largest phosphorus reserves are located in the below-ground roots and the soil layer.","ai_generated":true,"unit":"iisd-002491#insight-6","date_modified":"2026-10-23"},{"text":"The Red River is the primary source of nutrient stress for Lake Winnipeg, contributing nearly 60% of the phosphorus entering the lake, with 14% originating from agriculture and 11% from wastewater effluent in Manitoba.","ai_generated":true,"unit":"iisd-002491#insight-7","date_modified":"2026-10-23"},{"text":"Harvesting nutrient-rich aboveground cattail biomass can permanently remove stored phosphorus from the aquatic system, providing a feedstock for bioenergy and biomaterials while reducing nutrient loading to the watershed.","ai_generated":true,"unit":"iisd-002491#insight-8","date_modified":"2026-10-23"}],"climate_tags":["biomass","bioenergy","water quality","carbon sequestration"],"geography_discussed":["Manitoba","Canada","United States"],"frame_perspective":[],"analysis_type":["field survey","nutrient analysis","biomass estimation"]},{"id":"issafri-001174","url":"https://climateinsightsdirectory.org/document/issafri-001174","title":"Eastern Sudan: Challenges facing the implementation of the peace agreement in Gedaref State","publisher":{"name":"Institute for Security Studies","organization":"institute-for-security-studies"},"document_type":"briefing","language":"en","date_published":"2007-11-20","source_url":"https://issafrica.s3.amazonaws.com/site/uploads/EASTERN SUDAN SITREP FINAL5.PDF","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The briefing assesses the East Sudan Peace Agreement (ESPA) signed in October 2006 between the government of Sudan and the Eastern Front. While the agreement ended ten years of hostilities, its implementation is hindered by a lack of clear modalities, the absence of international guarantors, and significant disputes over ethnic representation. In Gedaref State, tensions are high because the Eastern Front primarily represents the Hadendowa, Rashaida, and Beni Amir, who are marginal in Gedaref's population. Fieldwork in Gedaref reveals that while 71.7% of interviewed community leaders are satisfied that the ESPA ended the conflict, many view the power-sharing arrangements as unjust and non-inclusive of the state's diverse ethnic groups, including the Shukriya and migrants from Western Sudan. The document warns that these inequities could lead to tribal polarisation or a return to armed conflict if the government does not ensure more equitable wealth and power distribution.","ai_generated":true,"unit":"issafri-001174#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The East Sudan Peace Agreement (ESPA), signed in October 2006, established power-sharing roles including Assistant to the President and Cabinet and State Ministers, and created the Eastern Sudan Reconstruction and Development Fund (ESRDF) with a seed amount of US$ 100 million in 2007 and at least US$ 125 million annually from 2008 to 2011.","ai_generated":true,"unit":"issafri-001174#insight-1","date_modified":"2026-10-23"},{"text":"A critical weakness of the ESPA is the lack of international or regional guarantors to ensure the Sudanese government adheres to the agreement, as the process was brokered solely by Eritrea.","ai_generated":true,"unit":"issafri-001174#insight-2","date_modified":"2026-10-23"},{"text":"The agreement faces a crisis of representivity because the Eastern Front primarily represents the Hadendowa and Rashaida, leaving other ethnic groups, such as the Beni Amir (initially) and those in Gedaref State, marginalized in the power-sharing formula.","ai_generated":true,"unit":"issafri-001174#insight-3","date_modified":"2026-10-23"},{"text":"The inclusion of Gedaref State in the ESPA is contentious because the state's demographic composition differs from Red Sea and Kassala; the Eastern Front is marginal in Gedaref, and major groups like the Shukriya and those from Western Sudan are not part of the Front.","ai_generated":true,"unit":"issafri-001174#insight-4","date_modified":"2026-10-23"},{"text":"Fieldwork conducted in April 2007 in Gedaref town showed that 71.7% of respondents were satisfied with the ESPA for ending the conflict, but 61.7% believed the negotiation process was not inclusive.","ai_generated":true,"unit":"issafri-001174#insight-5","date_modified":"2026-10-23"},{"text":"There is a perceived risk that marginalized ethnic groups in Gedaref may resort to armed conflict to demand a fairer share of power and wealth, imitating the Beja's approach.","ai_generated":true,"unit":"issafri-001174#insight-6","date_modified":"2026-10-23"}],"climate_tags":["land use","drought","food security"],"geography_discussed":["Red Sea","Kassala","Eritrea","Ethiopia","Sudan"],"frame_perspective":[],"analysis_type":["policy analysis","field survey"]}]}