Examples span rice, tea, potatoes and bird-damage response; cost, training and data protection must be addressed together.
University research, the 2020 UAS framework and locust-control pilots developed together. A bird-response case was published in 2024; Parliament also records 2025 regulations, so older guidance is not sufficient alone.
30 sources
A 2024 government case launches targeted bird-repellent application; independent outcome validation remains separate.
Drones establish a baseline for invasive-cactus control on grazing land alongside community training. CABI lists this article third in its own 2024 most-read blog list; this is not a Kenyan cross-publisher ranking.
Research includes potatoes, Mwea rice, tea yields and satellite–drone data fusion.
KCAA's UAS hub links 2020 rules and operational resources, but Parliament also records 2025 regulations. The hub alone does not settle the currently operative framework.
A 2026 partnership links pesticide stewardship and drone applications; an announcement is not outcome evidence.
Uses expert elicitation and foresight scenarios to analyse price, regulation, training and data protection; it is not an impact experiment.
Kenyan rice trial combines multispectral imagery, SPAD measurements and XGBoost for nitrogen maps; prediction performance is distinct from validated fertiliser savings or farm profit.
Company announcement adds 14 aircraft and describes tea, sisal and flower services; advertised fleet capacity is not independently audited realised throughput.
Professional-society overview identifies financing, data interoperability and skills constraints. It is an ecosystem assessment, not a national measured adoption survey.
Regional locust guidance includes Kenya and distinguishes experimental UAV survey/targeted treatment from proven routine operations, noting commercial-drone limitations.
University describes a two-week programme with industry and aviation partners; training participation and operational licensing remain distinct milestones.
2026 course announcement covers flight, mapping, spraying and interpretation. It evidences training provision rather than measured graduate or farm outcomes.
Parliament records the 2025 regulations as Legal Notice 40 of 2026; its explanatory memo discusses updating the 2020 framework. Confirm operative requirements rather than relying solely on KCAA's older hub.
2023–28 partnership connects drone phenotyping with IoTea crop modelling, building on East African tea research since the 1980s. Planned impacts are not completed results.
Implementer reports local pilot certification and crop-monitoring workflows to target support; it does not provide independently measured yield impacts.
June 2019 Thika demonstration documents an early precision-agriculture engagement; its historical regulatory context should not be treated as current law.
University lab describes autonomous crop-monitoring prototypes and participatory design; the page does not supply detailed validation or economic results.
Operator service documentation describes spraying and training requirements. It is a provider account, not independent verification of operational capacity or farm profitability.
FAO's 2020 response report discusses battery, tank and ultra-low-volume spraying constraints, including Kenyan feasibility work. These are historical findings, not statements about every current aircraft.
Four operator field missions describe moving locusts, road/network gaps, battery and water transport, and duplicated work across aircraft and ground teams. The account also reports disappointing control results.
Water logistics motivated a locally integrated ULV retrofit, including balance and auxiliary-power checks. Projected efficiency gains were not yet field results at publication; the account is not an operational approval.
Muguga trials separated reconnaissance from spraying and used controls and repeated paper-deposition tests. The operator reports shorter time per hectare under ULV; small-plot results do not establish national-scale capacity.
A programme retrospective traces the pilot into training, equipment, partnerships and subsequent crop/invasive-plant monitoring. It describes institutional capacity benefits, rather than an independent causal evaluation of investment returns.
The study measures deposition and control outcomes across flight heights and locust life stages. Its optimum is specific to the tested setup, not a universal spraying prescription. Multi-drone effectiveness remains a research question.
Candidate report on a Kirinyaga spraying launch and farmer group ownership. Only search excerpts were retrieved. Quoted speed and cost claims are stakeholder statements, not independently tested comparisons.
Candidate reporting on digital agriculture policy and services provides a route to investigate links between drones, farmer registries and data infrastructure. Direct retrieval failed; detailed verification remains pending.
Candidate report on a 2021 DigiFarm/Astral pilot. Search excerpts were found but the page could not be retrieved; historical quoted prices or working times should not be treated as current market benchmarks.
Candidate institutional account includes a drone-mapping demonstration within a potato value-chain programme. Direct retrieval failed. Its wider yield claims concern combined seed/soil/management changes, not the isolated effect of drones.
Candidate regional cost-benefit report includes Kenyan agriculture use cases. PDF retrieval failed, so economic assumptions and results have not undergone detailed verification.
A follow-up connects drone mapping with the practical costs of sustained pasture management: travel, training, protective equipment and community labour. CABI reports fourth place in its own 2025 blog list, not a national ranking.
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