{"query_echo":{"q":"","filters":{"geography":["Mhakwe Communal Area"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'Mhakwe Communal Area' 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=Mhakwe+Communal+Area","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-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"]}]}