Agricultural Carbon Intensity Logs

This dataset provides detailed, stage-level carbon intensity measurements for agricultural products across global supply chains. It includes product identifiers, supply chain stages, location details, emission values, ESG certification status, and reporting entities, enabling targeted sustainability interventions and transparent ESG reporting for agriculture sector stakeholders.

  • last updated 14 Jan 2026
  • by GoMask
The brief that made it

Identifying high-emission nodes in agricultural supply chains

Sample rows

preview · 8 of 126 rows · all 16 columns
log_idstringcarbon_intensity_unitstringcarbon_intensity_valuefloatesg_certification_statusbooleanproduct_namestringproduct_idstringsupply_chain_stagestringlocation_countrystringlocation_statestringlocation_citystringfacility_idstringmeasurement_datedateemission_source_typestringdata_sourcestringreporting_entitystringnotesstring
a7f2e1c2-459bkg CO2e/ton35.7truewheatP10001farmingUnited StatesKansasWichitaF-KS-0012024-03-12directsensorAgriData Solutions IncNormal winter, no drought conditions
b8e2f3a1-1c9dkg CO2e/ton15.2falsecornP10002storageCanadaOntarioLondonSILO3252023-09-18energysensorGrainTrust LtdElectric cooling used
c9d31bc2-2f3bkg CO2e/kg198.9truebeefP10003processingSpainCataloniaBarcelonaPROC-CAT-022024-01-27energymanual entryGreenMeat S/ASolar heating implemented
d1e5f7a4-5b2dkg CO2e/ton19.6falsesoybeansP10004farmingUnited StatesIowaDes MoinesF-IA-0032023-07-06directsensorMidwest Growers Incblank
e2f6a8b7-3e4ckg CO2e/liter1.7truemilkP10005retailGermanyBavariaMunichRETAIL-MUC-012024-04-04indirectthird-party reportFreshMart GmbHESG certified; green supply chain
f3a7e9b8-6c5dkg CO2e/kg12.4falsebananaP10006distributionMexicoblankblankBANA-MEX-042023-09-02transportthird-party reportDistribuMex CoElectric trucking pilot
g4b8c0d9-7d6ekg CO2e/unit0.67blankeggP10007retailUnited KingdomEnglandLondonRETAIL-LON-022024-02-11energysensorEggMart Ltdblank
h5c9d1e0-8e7fkg CO2e/ton2.8falsepotatoesP10008transportFranceblankblankblank2023-11-23transportmanual entryTransFrance S.A.Route certified low-emission

What the 126 rows show

from the 126-row sample

Kg CO2e/unit (carbon intensity unit) stands out: mean carbon_intensity_value is 83,334, against 919.0 for the rest.

  • 54%esg_certification_status = true
  • 10.6median carbon_intensity_value
  • 3data sources
  • 5emission source types
  • 6supply chain stages
  • 17location countries
Mean carbon_intensity_value by carbon_intensity_unit126 rows
050k100k1,912kg CO2e/…53 rows64.2kg CO2e/…53 rows1.6kg CO2e/…8 rows83,334kg CO2e/…12 rows
carbon_intensity_value126 rows, in bands of 100k
0651301250000000010500k1Mcarbon_intensity_value →

Median 10.6, from 0.0 to 1,000,000.

product_name122 rows with a value · 4 left blank
  1. egg11
  2. tomato9
  3. wheat8
  4. corn8
  5. beef8
  6. soybeans8
  7. milk8
  8. banana8
  9. potatoes7
  10. rice7
16 columns by typefrom the column list below
  • string 13
  • float 1
  • date 1
  • boolean 1

Columns

16 columns in four groups
blueprint · 16 columns
columntypedescriptionexample
Text 13 columns
log_idstringUnique identifier for each carbon intensity log entryuniquea7f2e1c2-459b
product_idstringUnique identifier for the agricultural productP10001
product_namestringName of the agricultural product (e.g., wheat, corn, beef)wheat
supply_chain_stagestringStage of the supply chain where the measurement was taken (e.g., farming, processing, transport, retail)6 valuesfarming
location_countrystringCountry where the supply chain stage occurredUnited States
location_statestringState or region where the supply chain stage occurredoptionalKansas
location_citystringCity or locality where the supply chain stage occurredoptionalWichita
facility_idstringUnique identifier for the facility or farm where the measurement was takenoptionalF-KS-001
carbon_intensity_unitstringUnit of measurement for carbon intensity (e.g., kg CO2e/ton, kg CO2e/kg)kg CO2e/ton · kg CO2e/kg · kg CO2e/liter · kg CO2e/unitkg CO2e/ton
emission_source_typestringType of emission source (e.g., direct, indirect, energy, transport)direct · indirect · energy · transport · other · optionaldirect
data_sourcestringSource of the carbon intensity data (e.g., sensor, manual entry, third-party report)3 sourcessensor
reporting_entitystringName of the organization or entity reporting the dataAgriData Solutions Inc
notesstringAdditional notes or comments about the measurement or supply chain stageoptionalElectric cooling used
Numbers 1 column
carbon_intensity_valuefloatMeasured carbon intensity value (e.g., kg CO2e per unit product)0 or more35.7
Dates and times 1 column
measurement_datedateDate when carbon intensity was measured2024-03-12
True or false 1 column
esg_certification_statusbooleanIndicates if the supply chain stage is ESG certifiedoptionaltrue

Use it for

  • esg certificat…54%61 of 114 rowsmean carbon intensity…1.9kkg C…64.2kg C…1.6kg C…83.3kkg C…

    An agriculture dashboard

    The esg_certification_status rate, carbon_intensity_value by carbon_intensity_unit and a breakdown of product_name. Excel, Power BI or Tableau.

  • Why do the 12 kg CO2e/unit rows have a mean carbon_intensity_value of 83,334?

    A root-cause class exercise

    Hand out the rows and one question. The answer is in the data, not in the brief.

  • A software demo

    Believable logs with product_id, product_name and supply_chain_stage to fill a screen in front of a buyer.

Not quite right?

Make it yours.

Same 16 columns, your size and your rules. See 20 rows before you pay.

Preview 20 rows free

1,000 rows: $1.99 · 10,000: $12.99One-time. No subscription. All prices

This dataset126 rows16 columns
Yours1,000 rows16 columnslocation_country: UK only

blueprint · agricultural-carbon-intensity-logs

Behind this dataset

Same schema. As many rows as you need.

These 126 rows came out of a blueprint — 16 columns with generation rules behind each one. Open it in Data Factory to retune a column, add your own, wire in foreign keys, and run it at the size you actually need.

Rules it was built with
  • Each row represents a unique product batch from farm to distributor.
  • Carbon intensity must be calculated per kilogram, adjusted for transport and processing emissions.
  • Include timestamps for every supply chain stage: harvest, processing, distribution.
  • Log certification status for each batch (e.g., organic, fair trade, ESG-compliant).
  • Flag anomalies where carbon intensity exceeds sector benchmarks.
Rows
Open the blueprint in Data Factory

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Exports
CSV, JSON, JSONL, Parquet, SQL, Excel, TSV, XML
Licence
yours to use, including commercially
API slug
agricultural-carbon-intensity-logs

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