TerraView workflows

Executable agriculture intelligence, from field sensors to decisions.

SWEEP workflows connect sensor streams, weather data, satellite imagery, and crop-specific models into repeatable pipelines for monitoring, alerts, and reporting.

5 active workflows

IoT + EO sensor and satellite integration

Alerts decision-ready outputs

01 SWEEP pipeline

Optimizing Irrigation Timing for Corn

Compare sap-flow with Sentinel-2 ET to optimize irrigation.

Goals

Ingest sap-flow data
Calculate SSEBop ET
Trigger irrigation alert if imbalance

Workflow steps

sensor_ingest clean_sapflow compute_flux fetch_sentinel2 calculate_et_ssebop compare_flux_et trigger_irrigation_alert

02 SWEEP pipeline

Heat Stress in Citrus

Detect canopy stress with thermal imagery and sap-flow dips.

Goals

Ingest drone thermal data
Extract canopy temperature
Detect sap-flow anomalies
Send heat alert

Workflow steps

thermal_ingest extract_canopy_temp sensor_ingest detect_flow_drop heat_stress_matcher send_alert

03 SWEEP pipeline

Grape Yield Forecasting with NDVI & Sap-Flow

Predict grapevine yield using NDVI trends and sap-flow metrics.

Goals

Ingest weekly Sentinel-2 NDVI
Smooth NDVI curve
Aggregate sap-flow by phenophase
Run yield prediction model

Workflow steps

fetch_ndvi_weekly smooth_ndvi_curve sensor_ingest aggregate_flow_timeseries run_yield_model generate_report

04 SWEEP pipeline

Cold Stress Detection in Apple Orchards

Detect frost events via nighttime sap-flow monitoring and NOAA forecast integration.

Goals

Filter sap-flow data from midnight–5am
Ingest NOAA hourly forecast
Compare nighttime flow with freezing temperatures
Trigger frost alert

Workflow steps

sensor_ingest filter_night_period fetch_noaa_forecast compare_temp_thresholds detect_flow_disruption trigger_frost_alert

05 SWEEP pipeline

Water Stress Monitoring in Valley Oaks

Correlate tree-level sap-flow with landscape-scale ET using PlanetScope and METRIC.

Goals

Ingest and clean sap-flow data from oak sensors
Fetch PlanetScope imagery
Run METRIC evapotranspiration model
Compare ET with sap-flow
Generate correlation plots

Workflow steps

sensor_ingest clean_oak_flux fetch_planetscope run_metric_et correlate_et_flux generate_research_outputs