Lesson 1Thermal imaging basics for plant water stress and plant cover temperature readingIntroduces thermal imaging rules for farming, explaining heat emission, setup, and weather effects so operators can read plant cover temperature patterns and spot water stress with steady, repeatable measures.
Emissivity, calibration, and radiometric accuracyInfluence of sun angle, wind, and humiditySetting temperature ranges and color palettesGround truthing with leaf and soil measurementsInterpreting stress maps for irrigation zonesLesson 2Payload factors: sensor weight, flight time, and trade-offsLooks at payload weight, power use, and fitting options, showing how sensor picks affect flight time, steadiness, and data quality, and how to handle trade-offs between detail, area covered, and platform limits.
Payload mass, center of gravity, and balancePower consumption and flight time impactsGimbal stabilization and vibration controlSwappable payloads for flexible missionsWeatherproofing and dust protection needsLesson 3Sensor features: RGB, multispectral (bands and widths), thermal, and hyperspectral basicsExplains main features of RGB, multispectral, thermal, and hyperspectral sensors, including bands, widths, detail level, and light measure depth, and how these shape plant measures, stress spotting, and data handling complexity.
RGB sensors and true color crop assessmentMultispectral bands, bandwidths, and indicesThermal sensor resolution and NETD basicsHyperspectral cubes and narrowband analysisRadiometric resolution and bit depth effectsLesson 4Flight settings: height, ground sample distance (GSD), image overlap, side overlap and effects on map accuracyDescribes how height, GSD, front overlap, side overlap, and flight speed affect image clarity and map accuracy, and how to pick settings that balance detail, coverage, processing needs, and farm decision requirements.
Relating altitude to GSD and resolutionFront overlap, sidelap, and tie point densitySpeed, motion blur, and shutter settingsAccuracy needs for different crop decisionsConfiguring parameters in mission plannersLesson 5Common plant measures and needed sensors (NDVI, GNDVI, NDRE, SAVI, TCARI/OSAVI)Reviews main plant measures, including NDVI, GNDVI, NDRE, SAVI, and TCARI/OSAVI, explaining needed bands, common farm uses, and sensor choice to fit crop monitoring goals and budget limits.
NDVI basics and red plus NIR requirementsGNDVI and chlorophyll sensitivityNDRE for early stress and dense canopiesSAVI and soil background correctionTCARI/OSAVI for chlorophyll estimationLesson 6Timing planning: best flight frequency linked to growth phases and irrigation eventsCovers how crop stages, irrigation times, and weather set flight timing, helping define best revisit rate and time of day to get steady images matching key growth phases and farm events.
Linking crop growth stages to flight timingCoordinating flights with irrigation eventsChoosing time of day for stable lightingBalancing revisit frequency and budgetSeasonal calendars for major cropsLesson 7Pre-flight safety, rule checks, NOTAMs, airspace, and farm permissionsDetails pre-flight safety steps, rule checks, NOTAM review, and airspace types, plus farm permissions and teamwork, ensuring tasks follow aviation rules and safeguard workers, gear, and crops.
Regulatory requirements and pilot recordsChecking NOTAMs and airspace classesSite surveys and obstacle identificationBriefing farm staff and bystander safetyEmergency procedures and abort criteriaLesson 8Choice criteria: multirotor vs fixed-wing for 60-hectare multi-field operationsCompares multirotor and fixed-wing UAS for 60-hectare multi-field farms, focusing on coverage speed, flight time, takeoff and landing needs, and running complexity to aid practical platform choice and fleet planning.
Coverage rate and endurance comparisonsTurnaround time and battery swap logisticsTakeoff, landing, and field access limitsWind tolerance and stability in farm windsPlatform mix strategies for multi-field workLesson 9Typical flight paths, mission planning for centre pivots and drip areas, and battery handlingOutlines effective flight paths for centre pivots and drip-irrigated patches, including back-and-forth and circle routes, plus battery planning, setup, and quick-turn workflows to keep coverage and cut downtime.
Lawnmower patterns for rectangular fieldsRadial and spiral paths for center pivotsAdapting routes to drip and irregular plotsBattery capacity, cycles, and sparesField charging, staging, and rotation
