# Data Aggregations

# Aggregations

In this guide we display the measurements that are recorded and how the measurements are aggregated. For both the daily and hourly data endpoints we describe which values are aggregated as a mean, maximum, or minimum recorded value over the specified time range

The aggregations referred to here are available via the data (opens new window) endpoint


# Daily

Metric Variable Name Aggregation Function
Air Temp meant mean
Air Temp maxt max
Air Temp mint min
Air Temp maxt_time time of maximum temperature in the day
Air Temp mint_time time of minimum temperature in the day
Relative Humidity mean_rh mean
Relative Humidity max_rh max
Relative Humidity min_rh min
Relative Humidity rh_at_maxt rh value at time of maximum air temperature
Relative Humidity rh_at_mint rh value at time of minimum air temperature
Sea Level Pressure slp mean
Dew Temp tdew mean
Dew Temp max_tdew max
Dew Temp tdew_at_mint tdew value at time of minimum air temperature
Vapor Pressure ea mean
Vapor Pressure Deficit vpd mean
Evapotranspiration et sum
Crop Evapotranspiration etc sum
Shortwave Downwelling swdw sum(total seconds * swdw)/1e6
Daily Light Integral dli sum(total seconds * pardw)/1e6
Sunshine Duration sunshine_duration sum of swdw above 120 / 12
Temperature Below (canopy/ground) mean_tbelow mean
Temperature Below (canopy/ground) lfairdelta mean difference between air temperature and below temperature around solar noon
Normalized Difference Vegetative Index ndvi value of NDVI +/- 1 hour of solar noon
Chlorophyll Index cl value of CI +/- 1 hour of solar noon
Wind Speed wind_speed mean
Wind Speed wind_speed_max max
Wind Speed wind_speed_min min
Wind Direction wind_direction mean
Wind Heading wind_heading mean
Precipitation precip sum
Precipitation Hours precip_hours sum
Crop Water Demand crop_water_demand precip - etc
Flow Rate flow_rate mean
Heat Stress heat_stress len(hot_daytime_hours) / len(daytime_hours)
Heat Stress Hours heat_stress_hours len(hot_daytime_hours)
Irrigation Volume irrigation_volume irrigation volume per day in cubic meters (m3)"
Irrigation Runtime Hours irrigation_runtime_hours no. of houts irrigation occurred in that day
Last Irrigation Time last_irrigation_time timestamp indicating last irrigation time of the day
Crop Coefficient kc factor to calculate ETc from ET
Leaf Wetness lfw sum
Quality low_quality true for low data quality
Sample Percentage sample_pct count

# Hourly / Local Hourly

Metric Variable Name Aggregation Function
Air Temp tair mean
Air Temp maxt max
Air Temp mint min
Temperature Above tabove mean
Temperature Below (canopy/ground) tbelow mean
Sea Level Pressure slp mean
Relative Humidity rh mean
Relative Humidity max_rh max
Relative Humidity min_rh min
Relative Humidity rh_at_maxt rh value at time of maximum air temperature
Relative Humidity rh_at_mint rh value at time of minimum air temperature
Dew Temp tdew mean
Dew Temp max_tdew max
Pressure p mean
Vapor Pressure ea mean
Vapor Pressure Deficit vpd mean
Evapotranspiration et sum
Crop Evapotranspiration etc sum
Precipitation Rate prate sum
Shortwave Downwelling swdw mean
Shortwave Upwelling swuw mean
Longwave Downwelling lwdw mean
Longwave Upwelling lwuw mean
PAR Downwelling pardw mean
PAR Upwelling paruw mean
Spectrometer Band Downwelling b1dw mean
Spectrometer Band Upwelling b1uw mean
Spectrometer Band Downwelling b2dw mean
Spectrometer Band Upwelling b2uw mean
Spectrometer Band Downwelling b3dw mean
Spectrometer Band Upwelling b3uw mean
Spectrometer Band Downwelling b4dw mean
Spectrometer Band Upwelling b4uw mean
Spectrometer Band Downwelling b5dw mean
Spectrometer Band Upwelling b5uw mean
Spectrometer Band Downwelling b6dw mean
Spectrometer Band Upwelling b6uw mean
Spectrometer Band Downwelling b7dw mean
Spectrometer Band Upwelling b7uw mean
Leaf Wetness lfw sum
Quality low_quality true for low data quality
Sample Percentage sample_pct count
Wind Speed wind_speed mean
Wind Speed wind_speed_max max
Wind Speed wind_speed_min min
Wind Direction wind_direction mean
Wind Heading wind_heading mean

# Sentek Daily / Sentek Hourly

Metric Variable Name Aggregation Function
Moisture moisture_0_max max
Moisture moisture_0_mean mean
Moisture moisture_0_min min
Moisture moisture_1_max max
Moisture moisture_1_mean mean
Moisture moisture_1_min min
Moisture moisture_2_max max
Moisture moisture_2_mean mean
Moisture moisture_2_min min
Moisture moisture_3_max max
Moisture moisture_3_mean mean
Moisture moisture_3_min min
Moisture moisture_4_max max
Moisture moisture_4_mean mean
Moisture moisture_4_min min
Moisture moisture_5_max max
Moisture moisture_5_mean mean
Moisture moisture_5_min min
Moisture moisture_6_max max
Moisture moisture_6_mean mean
Moisture moisture_6_min min
Moisture moisture_7_max max
Moisture moisture_7_mean mean
Moisture moisture_7_min min
Moisture moisture_8_max max
Moisture moisture_8_mean mean
Moisture moisture_8_min min
Moisture moisture_9_max max
Moisture moisture_9_mean mean
Moisture moisture_9_min min
Moisture moisture_10_max max
Moisture moisture_10_mean mean
Moisture moisture_10_min min
Moisture moisture_11_max max
Moisture moisture_11_mean mean
Moisture moisture_11_min min
Moisture moisture_12_max max
Moisture moisture_12_mean mean
Moisture moisture_12_min min
Moisture moisture_13_max max
Moisture moisture_13_mean mean
Moisture moisture_13_min min
Moisture moisture_14_max max
Moisture moisture_14_mean mean
Moisture moisture_14_min min
Salinity salinity_0_max max
Salinity salinity_0_mean mean
Salinity salinity_0_min min
Salinity salinity_1_max max
Salinity salinity_1_mean mean
Salinity salinity_1_min min
Salinity salinity_2_max max
Salinity salinity_2_mean mean
Salinity salinity_2_min min
Salinity salinity_3_max max
Salinity salinity_3_mean mean
Salinity salinity_3_min min
Salinity salinity_4_max max
Salinity salinity_4_mean mean
Salinity salinity_4_min min
Salinity salinity_5_max max
Salinity salinity_5_mean mean
Salinity salinity_5_min min
Salinity salinity_6_max max
Salinity salinity_6_mean mean
Salinity salinity_6_min min
Salinity salinity_7_max max
Salinity salinity_7_mean mean
Salinity salinity_7_min min
Salinity salinity_8_max max
Salinity salinity_8_mean mean
Salinity salinity_8_min min
Salinity salinity_9_max max
Salinity salinity_9_mean mean
Salinity salinity_9_min min
Salinity salinity_10_max max
Salinity salinity_10_mean mean
Salinity salinity_10_min min
Salinity salinity_11_max max
Salinity salinity_11_mean mean
Salinity salinity_11_min min
Salinity salinity_12_max max
Salinity salinity_12_mean mean
Salinity salinity_12_min min
Salinity salinity_13_max max
Salinity salinity_13_mean mean
Salinity salinity_13_min min
Salinity salinity_14_max max
Salinity salinity_14_mean mean
Salinity salinity_14_min min
Temperature temp_0_max max
Temperature temp_0_mean mean
Temperature temp_0_min min
Temperature temp_1_max max
Temperature temp_1_mean mean
Temperature temp_1_min min
Temperature temp_2_max max
Temperature temp_2_mean mean
Temperature temp_2_min min
Temperature temp_3_max max
Temperature temp_3_mean mean
Temperature temp_3_min min
Temperature temp_4_max max
Temperature temp_4_mean mean
Temperature temp_4_min min
Temperature temp_5_max max
Temperature temp_5_mean mean
Temperature temp_5_min min
Temperature temp_6_max max
Temperature temp_6_mean mean
Temperature temp_6_min min
Temperature temp_7_max max
Temperature temp_7_mean mean
Temperature temp_7_min min
Temperature temp_8_max max
Temperature temp_8_mean mean
Temperature temp_8_min min
Temperature temp_9_max max
Temperature temp_9_mean mean
Temperature temp_9_min min
Temperature temp_10_max max
Temperature temp_10_mean mean
Temperature temp_10_min min
Temperature temp_11_max max
Temperature temp_11_mean mean
Temperature temp_11_min min
Temperature temp_12_max max
Temperature temp_12_mean mean
Temperature temp_12_min min
Temperature temp_13_max max
Temperature temp_13_mean mean
Temperature temp_13_min min
Temperature temp_14_max max
Temperature temp_14_mean mean
Temperature temp_14_min min

# Irrigation Runtime Hourly / Irrigation Runtime Daily

Metric Variable Name Aggregation Function
Duration duration_seconds sum

# Location Irrigation Forecast Daily

Metric Variable Name Aggregation Function
Evapotranspiration et sum
Crop Evapotranspiration etc sum
Precipitation precip sum
Crop Water Demand crop_water_demand precip - etc
Relative Humidity rh mean
Air Temp maxt max
Air Temp mint min
Dew Temp tdew mean
Growing Degree Day gdd avg(maxt, mint) - 10))
Forecasted Runtime fcst_run_time sum