water / Growers, irrigation managers, crop advisers, technicians, students, and water-management teams
Irrigation water-balance reconciliation
Reconcile estimated crop water use, root-zone condition, rainfall, measured irrigation delivery, field distribution, crop response, and uncertainty before carrying a water-balance decision forward.
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, crop, root-zone, time window, and decision authority
- 02Keep weather-derived demand separate from measured field water
- 03Reconcile rainfall, delivered irrigation, storage change, losses, and crop observations
- 04Publish a reviewable balance with uncertainty, exceptions, and triggers for another check
- 01Freeze the accounting boundary
Water-balance numbers cannot be compared until they describe the same field extent, crop, root zone, units, time window, and version.
3 field actions ↓ - 02Qualify estimated crop demand
Reference weather and crop translation introduce model, location, stage, timing, and missing-data assumptions before field water is considered.
3 field actions ↓ - 03Measure water entering the field system
Pump runtime, commanded depth, rainfall service, and flow-meter totals observe different quantities and can disagree for valid or faulty reasons.
3 field actions ↓ - 04Check storage, distribution, and crop response
A balanced ledger can still hide nonuniform application, runoff, drainage, incorrect rooting assumptions, sensor bias, or a crop problem unrelated to water shortage.
3 field actions ↓ - 05Close the period with an uncertainty record
The next decision needs to know which values were measured, estimated, assumed, corrected, missing, or contradicted.
3 field actions ↓
- G01
This guide provides no crop coefficient, root depth, allowable depletion, irrigation trigger, rainfall adjustment, water amount, application rate, or legal accounting method.
- G02
Follow current local water rights, withdrawal, allocation, reporting, food-safety, environmental, electrical, mechanical, and irrigation-system requirements.
- G03
Do not treat a zero or small calculated residual as proof of accurate sensing, uniform delivery, correct rooting, adequate crop water status, or absence of runoff and drainage.
Freeze the accounting boundary
Water-balance numbers cannot be compared until they describe the same field extent, crop, root zone, units, time window, and version.
- 01Record field and crop identity, growth stage, managed area, active rooting context, soil zones, irrigation system, decision owner, start time, and end time
- 02Choose one unit basis and preserve every conversion between depth, volume, flow, area, and time
- 03Separate scheduling evidence from legal water accounting, billing, allocation, reporting, and certified measurement
Qualify estimated crop demand
Reference weather and crop translation introduce model, location, stage, timing, and missing-data assumptions before field water is considered.
- 01Record weather source, station or model, exposure, distance, interval, timezone, gaps, quality state, reference ET method, and units
- 02Preserve crop, growth stage, coefficient or model source, local applicability, stress assumption, canopy, and management context
- 03Flag periods in which weather, crop stage, canopy, or model evidence is incomplete rather than silently filling the balance
Measure water entering the field system
Pump runtime, commanded depth, rainfall service, and flow-meter totals observe different quantities and can disagree for valid or faulty reasons.
- 01Reconcile on-site rainfall observations with the chosen weather record and note spatial variability, interception, runoff, and uncertain effective rainfall
- 02Record meter identity, flow and total units, installation and verification state, runtime, pressure, system configuration, totalizer resets, telemetry gaps, and leaks
- 03Compare measured delivery with the intended operation and preserve unexplained differences for investigation
Check storage, distribution, and crop response
A balanced ledger can still hide nonuniform application, runoff, drainage, incorrect rooting assumptions, sensor bias, or a crop problem unrelated to water shortage.
- 01Review root-zone sensors or field samples across representative soil and management zones with installation, calibration, depth, and support visible
- 02Inspect system distribution, runoff, ponding, deep drainage indicators, leaks, clogged or damaged outlets, wind effects, and abnormal field areas
- 03Compare plant condition and development with soil, weather, delivery, disease, salinity, nutrition, and root evidence before assigning cause
Close the period with an uncertainty record
The next decision needs to know which values were measured, estimated, assumed, corrected, missing, or contradicted.
- 01Classify each balance component by source, time, unit, quality, spatial support, and whether it was measured, modeled, assumed, or edited
- 02Record unexplained residuals, exceptions, operator actions, observed response, confidence, and the conditions that require another field check
- 03Preserve the accepted version and superseded calculations without converting the ledger into an automatic irrigation instruction
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
Close the field water balance
Reconcile qualified crop demand, rainfall, measured delivery, soil storage, distribution, crop response, losses, uncertainty, and exceptions over one defined period.