{"query_echo":{"q":"","filters":{"geography":["North-East District"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'North-East District' for facet 'geography' is not in the controlled vocabulary."}]},"total":{"value":1,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=North-East+District","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":"gclifun-004867","url":"https://climateinsightsdirectory.org/document/gclifun-004867","title":"Building climate resilience of agricultural systems in the North-East and Central districts of Botswana","publisher":{"name":"Green Climate Fund","organization":"green-climate-fund"},"document_type":"report","language":"en","date_published":"2019-11-18","source_url":"https://www.greenclimate.fund/sites/default/files/document/22510-building-climate-resilience-agricultural-systems-north-east-and-central-districts-botswana.pdf","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The project aims to support approximately 86,000 direct beneficiaries in Botswana's North-East and Central districts, where small-scale farmers are highly vulnerable to increasing drought frequency and intensity. The initiative focuses on three main outputs: improving national and local institutional capacity for climate-responsive planning, establishing and financing climate-resilient agricultural practices (such as drought-resistant seeds and livestock breeds), and strengthening climate information systems through the installation of five additional Automated Weather Stations. The project seeks USD 15 million in GCF grant funding, with a total indicative cost of USD 31.25 million, including co-financing from the Botswana government and state banks like the National Development Bank (NDB).","ai_generated":true,"unit":"gclifun-004867#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"Botswana is experiencing an increase in drought frequency, moving from once per decade in the late 1900s to once every five years over the last two decades.","ai_generated":true,"unit":"gclifun-004867#insight-1","date_modified":"2026-10-23"},{"text":"Small-scale farmers in Botswana are significantly more vulnerable to drought than commercial farmers; during the 2015 drought, commercial farmers achieved over 400% higher productivity (t/ha) than small-scale farmers.","ai_generated":true,"unit":"gclifun-004867#insight-2","date_modified":"2026-10-23"},{"text":"Climate change is projected to cause a 10% decline in overall agricultural output across Botswana by 2050, with cereal crop production specifically expected to decline by 19%.","ai_generated":true,"unit":"gclifun-004867#insight-3","date_modified":"2026-10-23"},{"text":"A primary barrier to adaptation is the lack of dedicated climate adaptation loan programs at state-owned lenders like the National Development Bank (NDB) and the Citizen Entrepreneurial Development Agency (CEDA).","ai_generated":true,"unit":"gclifun-004867#insight-4","date_modified":"2026-10-23"},{"text":"The project will expand the climate observation network by installing five additional Automated Weather Stations (AWS), with two in the North-East district and three in the Central district.","ai_generated":true,"unit":"gclifun-004867#insight-5","date_modified":"2026-10-23"},{"text":"Adaptation measures for livestock include the multiplication of climate-resilient breeds through embryo transfers at Artificial Insemination Centres (AICs) and the use of mobile AICs for dissemination.","ai_generated":true,"unit":"gclifun-004867#insight-6","date_modified":"2026-10-23"},{"text":"The project will promote horticulture as a climate-resilient alternative to rain-fed crops because horticultural crops are generally irrigated and less exposed to non-drought impacts like hailstorms.","ai_generated":true,"unit":"gclifun-004867#insight-7","date_modified":"2026-10-23"},{"text":"The total indicative project cost is USD 31,250,000, with USD 15,000,000 requested from the GCF as a grant and USD 16,250,000 in co-finance from public and private sector entities.","ai_generated":true,"unit":"gclifun-004867#insight-8","date_modified":"2026-10-23"}],"climate_tags":["climate resilience","smallholder","drought","Climate information service","climate finance"],"geography_discussed":["Central Boteti sub-district","Gaborone","Maun","Francistown","Zimbabwe"],"frame_perspective":[],"analysis_type":["project proposal","vulnerability assessment","adaptation strategy"]}]}