Table 1.
Information about sub-districts.
Fig 1.
Overview of proposed LSM method.
Background map tiles © OpenStreetMap contributors, licensed under CC BY-SA 2.0. Additional annotations by the authors.
Table 2.
AI input features.
Fig 2.
Background map tiles © OpenStreetMap contributors, licensed under CC BY-SA 2.0. Additional annotations by the authors.
Table 3.
Waterbody sites detection result comparison.
Fig 3.
Background map tiles © OpenStreetMap contributors, licensed under CC BY-SA 2.0. Additional annotations by the authors.
Table 4.
Summary of worker input in intervention.
Table 5.
Summary of worker input in control.
Table 6.
Summary of worker input comparison.
Fig 4.
Worker cost savings per operation area scale.
Fig 5.
Operations needed to recover drone costs through Worker cost savings alone.
Table 7.
Summary of larvicide usage.
Fig 6.
AI Estimation and ground truth in November Takyiman.
Fig 7.
Malaria OPD time series.
Fig 8.
Comparison of intervention and control in 2024.
Fig 9.
Results of entomological data collection.
Fig 10.
Time-series comparison of captured mosquito.
Table 8.
Contingency table of mosquito.