crop protection / UAS operators, agronomists, farm managers, remote-sensing teams, and data analysts
Agricultural UAS mission evidence plan
Connect a lawful and safe agricultural UAS mission to a precise field question, repeatable acquisition, qualified processing, ground observations, and a bounded decision record.
See the whole mission
Orient before entering the field.
Connect the intended outcomes, operating stages, stop conditions, and supporting technology concepts before opening the detailed action sequence.
- 01Define the field question before choosing aircraft, sensor, or flight pattern
- 02Preserve authority, crew, airspace, land, privacy, weather, and safety context
- 03Make acquisition and processing versions reproducible
- 04Keep image patterns separate from field diagnosis and operational authority
- 01Frame the question and authority
A crop-scouting image, research measurement, mapping product, dispensing operation, and autonomous response have different evidence, aviation, application, privacy, and safety boundaries.
3 field actions ↓ - 02Design a repeatable acquisition
Sensor, optics, bands, calibration, altitude, speed, overlap, illumination, wind, cloud, shadows, crop motion, positioning, and timing shape the imagery.
3 field actions ↓ - 03Qualify data and processing
Missing images, blur, exposure, rolling shutter, weak overlap, position quality, mosaicking, resampling, radiometric steps, boundaries, and visualization can create patterns.
3 field actions ↓ - 04Make a bounded interpretation
An image product can direct scouting but does not by itself prove disease, weed, nutrient, water, damage, yield, or application need.
3 field actions ↓
- G01
This guide is not flight authorization, pilot training, airspace advice, privacy advice, pesticide approval, or an autonomous mission plan.
- G02
Use current aviation and application authorities because requirements differ by operation and change over time.
- G03
Never infer a chemical rate, diagnosis, yield result, or safe machine action from imagery alone.
Frame the question and authority
A crop-scouting image, research measurement, mapping product, dispensing operation, and autonomous response have different evidence, aviation, application, privacy, and safety boundaries.
- 01State the field question, crop and stage, area, decision owner, required timing, desired output, resolution context, and field-verification plan
- 02Confirm current aviation authority, aircraft and operation category, pilot and crew roles, airspace, land access, privacy, insurance, and local restrictions
- 03Separate imaging from dispensing or application and obtain the distinct approvals and procedures each operation requires
Design a repeatable acquisition
Sensor, optics, bands, calibration, altitude, speed, overlap, illumination, wind, cloud, shadows, crop motion, positioning, and timing shape the imagery.
- 01Record aircraft, payload, firmware, settings, calibration materials or method, planned geometry, positioning, launch and recovery areas, and contingency boundaries
- 02Define weather and illumination observations, reference targets where appropriate, coverage checks, battery and storage management, and stop conditions
- 03Plan representative ground observations tied to acquisition time and location
Qualify data and processing
Missing images, blur, exposure, rolling shutter, weak overlap, position quality, mosaicking, resampling, radiometric steps, boundaries, and visualization can create patterns.
- 01Preserve raw files, metadata, mission logs, calibration evidence, ground observations, exclusions, and an immutable source version
- 02Record software, parameters, coordinate context, corrections, processing stages, quality indicators, manual edits, masks, and output versions
- 03Inspect seams, gaps, edges, shadows, alignment, scale, field boundary fit, unexpected ranges, and comparison with ground evidence
Make a bounded interpretation
An image product can direct scouting but does not by itself prove disease, weed, nutrient, water, damage, yield, or application need.
- 01Compare competing field explanations and record supporting, contradictory, missing, and uncertain evidence
- 02Have qualified people approve any agronomic, safety, application, or machine-control decision under applicable rules
- 03Link mission, processing, field observations, decision, action, outcome, and follow-up for later learning
Continue through the operation
See where this field guide fits.
Move beyond one task into the complete evidence, technology, operating, and review sequence around it.
Follow the complete field-season evidence loop
Move from a reviewed field model through representative soil evidence, planter setup, emerged-stand verification, nutrition, water, integrated protection, application readiness, harvest-loss diagnosis, and a qualified yield record that can support the next planning cycle.
- 01 / DEFINE FIELDVerify the operational field modelField guide→
- 02 / OBSERVEBegin with representative soil evidenceField guide→
- 03 / ESTABLISHVerify the planter in the fieldField guide→
- 04 / VERIFYAssess the emerged standField guide→
- 05 / PLANBuild the nutrient application decisionField guide→
- 06 / DIAGNOSEInvestigate crop nutrient statusField guide→
- 07 / SCHEDULE WATERBuild the irrigation scheduleField guide→
- 08 / VERIFY FLOWQualify the flow readingField guide→
- 09 / TEST DISTRIBUTIONRun a center-pivot uniformity checkField guide→
- 10 / VERIFY WATERAudit application uniformityField guide→
- 11 / RECONCILE WATERClose the field water balanceField guide→
- 12 / INVESTIGATE CROPInvestigate suspected crop water stressField guide→
- 13 / VERIFY VRIReview variable rate irrigation readinessField guide→
- 14 / PROTECTUse the IPM decision loopField guide→
- 14B / HAND OFF SAMPLEProtect the diagnostic sample handoffField guide→
- 15 / PREPARE SPRAYERVerify sprayer calibration readinessField guide→
- 16 / GATE APPLICATIONMake the spray-condition decisionField guide→
- 16A / VERIFY LABELAudit the pesticide label-authority packetField guide→
- 16B / CONTROL INVENTORYAudit pesticide inventory and storageField guide→
- 16C / AUDIT LOADAudit the pesticide mix-load eventField guide→
- 16D / AUDIT CLEANOUTAudit application-equipment cleanoutField guide→
- 16E / CLOSE CUSTODYAudit container and rinsate dispositionField guide→
- 17 / ALIGN CANOPYCalibrate delivery to an orchard canopyField guide→
- 18 / RETAINDiagnose combine harvest lossField guide→
- 19 / VERIFY COMBINEVerify one combine adjustmentField guide→
- 20 / QUALIFY DATAQualify the harvest dataField guide→
- 21 / MAINTAINPlan machine maintenance before the next operationField guide→
- 22 / QUALIFY WEATHERCheck the local weather evidenceField guide→
- 23 / CHECK DELIVERYVerify a drip irrigation zoneField guide→
- 24 / TRIAGE PLANTERTurn a planter alert into a field checkField guide→
- 25 / GROUND TRUTHTest a remote-sensing pattern in the fieldField guide→
- 26 / ACCEPT POSITIONAccept the exact GNSS and RTK field chainField guide→
- 27 / VERIFY CONNECTIONReview mixed-fleet ISOBUS compatibilityField guide→
- 28 / PREFLIGHT INTENTPreflight the prescription handoffField guide→
- 29 / BOUND AUTOMATIONReview automation site readinessField guide→
- 30 / CONTROL DATAReview farm-data consent and exitField guide→
- 31 / VALIDATE VISIONValidate machine vision in the fieldField guide→
- 32 / PLAN UASBuild the UAS mission evidence planField guide→
- 33 / TRIAGE TELEMATICSInvestigate telematics data qualityField guide→
- 34 / CLOSE WORKClose the work order with evidenceField guide→
- 34A / BASELINE MACHINEAudit the machine configuration baselineField guide→
- 34B / QUALIFY CONDITIONAudit machinery condition evidenceField guide→
- 34C / INVESTIGATE FAILUREReview the machinery failure eventField guide→
- 34D / RELEASE MACHINERun the return-to-service readiness gateField guide→
- 35 / MANAGE DRAINAGEAudit the drainage water management planField guide→
- 36 / MONITOR OUTFLOWAudit edge-of-field evidenceField guide→
- 37 / HAND OFF TREATMENTReconcile the conservation drainage practiceField guide→
- 38 / BASELINE ENERGYAudit the farm energy baselineField guide→
- 39 / REVIEW DUAL USEReview the agrivoltaic site evidenceField guide→
- 40 / EXERCISE RESILIENCERun the farm critical-load exerciseField guide→
- 41 / AUDIT STORAGEAudit manure storage from outsideField guide→
- 42 / AUDIT MANUREAudit the manure sample evidenceField guide→
- 43 / REVIEW RECOVERYReconcile anaerobic digestion evidenceField guide→
- 44 / AUDIT SOIL DESIGNAudit the soil sampling designField guide→
- 45 / COMPARE SOIL REPORTSReconcile soil laboratory reportsField guide→
- 46 / REVIEW SOIL HEALTHReview soil health indicatorsField guide→
- 47 / REVIEW SOIL CHANGEAudit the soil evidence timelineField guide→
- 48 / REVIEW MICROCLIMATEAudit the microclimate network designField guide→
- 49 / PREPARE FOR FROSTReview frost-monitoring readinessField guide→
- 50 / AUDIT THERMAL TIMEAudit a degree-day model runField guide→
- 51 / QUALIFY WEATHER SOURCEReview weather-network representativenessField guide→
- 52 / AUDIT WATER SAMPLEAudit the irrigation-water sampleField guide→
- 53 / COMPARE WATER REPORTSReconcile irrigation-water reportsField guide→
- 54 / REVIEW SALT EVIDENCEReview salinity and sodicity evidenceField guide→
- 55 / AUDIT WATER REUSEAudit agricultural recycled-water governanceField guide→
- 56 / REVIEW FERTILIZERReview fertilizer product authorityField guide→
- 57 / AUDIT BLENDAudit blend production custodyField guide→
- 58 / AUDIT FERTILIZER STOREAudit fertilizer inventoryField guide→
- 59 / TRACE NUTRIENT LOADReconcile nutrient source to fieldField guide→
- 60 / CLOSE FERTILIZER CASEReview fertilizer nonconformance closureField guide
Build the UAS mission evidence plan
Connect authority, crew, field question, repeatable acquisition, processing, ground observations, and bounded interpretation.