Agriculture
24 columns
120 rows
8 formats

Crop Supply Chain Emissions Tracker

This dataset provides detailed, stage-by-stage greenhouse gas emission records for agricultural crop supply chains, enabling granular analysis by crop, facility, and emission type. It supports identification of emission hotspots, optimization of logistics, and comprehensive sustainability reporting for climate resilience and regulatory compliance.

last updated 27 Oct 2025
by GoMask

The brief that made it

Identifying emission hotspots across crop supply chain stages

Sample rows

preview · 8 of 120 rows · all 24 columns

record_idstring	supply_chain_stagestring	activity_volumefloat	is_hotspotboolean	address_statestring	crop_typestring	facility_idstring	facility_namestring	address_streetstring	address_citystring	address_postal_codestring	address_countrystring	emission_typestring	emission_amountfloat	emission_unitstring	measurement_methodstring	measurement_datedate	reporting_period_startdate	reporting_period_enddate	activity_unitstring	emission_factorfloat	emission_factor_sourcestring	stage_descriptionstring	notesstring
REC-0001	farming	120	false	NE	wheat	FAC-00001	Midwest Wheat Farm	1248 County Rd 13	Lincoln	68521	USA	CO2	82.55	metric tons	direct measurement	2023-03-12	2023-03-01	2023-03-31	tons	0.6879	US EPA	Harvesting wheat using mechanized combine harvesters across large fields.	blank
REC-0002	farming	64	false	MO	corn	FAC-00002	River Valley Corn Farm	47 Harvest Lane	Columbia	65201	USA	CO2	44.19	metric tons	direct measurement	2023-04-14	2023-04-01	2023-04-30	tons	0.6905	US EPA	Corn planted and fertilized; emissions measured from fertilizer application.	blank
REC-0003	farming	102.5	false	CA	rice	FAC-00003	Sacramento Rice Collective	9885 Delta Blvd	Sacramento	95832	USA	CH4	150.78	metric tons	model-based	2023-05-09	2023-05-01	2023-05-31	hectare	1.472	IPCC	Flooded rice paddies measured for methane release during growing season.	blank
REC-0004	processing	74.5	false	MS	soybeans	FAC-00004	Mississippi Soy Processor	820 Industrial Park Rd	Tupelo	38801	USA	N2O	34.14	metric tons	estimation	2023-06-16	2023-06-01	2023-06-30	tons	0.4585	company records	Soybeans crushed for oil extraction in industrial facility.	High yield batch processed with minimal downtime.
REC-0005	storage	90	false	NS	barley	FAC-00005	Nova Scotia Barley Silos	blank	Halifax	B3H2P9	Canada	other	5.12	metric tons	estimation	2023-07-21	blank	blank	tons	0.057	local authority	blank	Low-level trace gases from temperature control.
REC-0006	farming	24	false	CUS	quinoa	FAC-00006	Cusco Quinoa Cooperative	blank	Cusco	08002	Peru	CO2	18.93	metric tons	estimation	2023-08-10	blank	blank	hectare	0.789	local authority	Manual harvesting of quinoa on high-altitude fields.	Altitude increases manual labor emissions.
REC-0007	transportation	625	false	CO	potatoes	FAC-00007	Denver Potato Hub	52 Northfield Rd	Denver	80238	USA	CO2	12.5	metric tons	direct measurement	2023-09-05	2023-09-01	2023-09-07	km	0.02	company records	Potatoes shipped by electric truck fleet to regional market.	Electric trucks used for reduced emissions.
REC-0008	distribution	230	false	ON	oats	FAC-00008	Ontario Oats Distribution	101 Main St	Toronto	M5V2T6	Canada	CO2	27.79	metric tons	estimation	2023-10-15	2023-10-01	2023-10-31	tons	0.1208	IMO	Oats distributed from storage to retail partners in Ontario region.	blank
REC-0009	processing	175	false	IL	corn	FAC-00009	Illinois Ethanol Plant	300 Mill Rd	Peoria	61602	USA	CO2	119.25	metric tons	direct measurement	2023-11-19	2023-11-01	2023-11-30	tons	0.6814	US EPA	Corn milling and ethanol extraction with natural gas boilers.	blank
REC-0010	processing	51	false	VER	rice	FAC-00010	Veracruz Rice Processor	Calle 7 No 120	Xalapa	91000	Mexico	N2O	22.85	metric tons	estimation	2023-12-13	2023-12-01	2023-12-31	tons	0.448	local authority	Rice husking and drying using low-emission stoves.	New low-emission stoves adopted.
REC-0011	storage	98	false	IL	wheat	FAC-00011	Illinois Wheat Storage	322 Silo Rd	Springfield	62707	USA	CO2	9.82	metric tons	estimation	2024-01-08	blank	blank	tons	0.1002	US EPA	blank	blank
REC-0012	transportation	860	false	MO	soybeans	FAC-00012	St. Louis Rail Terminal	894 Rail Ave	St. Louis	63103	USA	CO2	34.4	metric tons	estimation	2024-02-16	2024-02-10	2024-02-18	km	0.04	company records	Soybeans shipped by diesel rail to coastal export terminal.	blank
REC-0013	farming	37	false	BC	barley	FAC-00013	BC Organic Barley Farm	2117 Fieldside Dr	Kelowna	V1Y1P6	Canada	other	2.95	metric tons	model-based	2024-03-03	blank	blank	hectare	0.0797	local authority	Barley grown on certified organic fields with minimal chemical input.	Trace emissions from organic fertilizer.
REC-0014	processing	128	false	NE	wheat	FAC-00014	Omaha Wheat Mill	215 Mill Rd	Omaha	68108	USA	CO2	95.92	metric tons	direct measurement	2024-04-11	2024-04-01	2024-04-30	tons	0.7494	US EPA	Wheat flour milled and packed for distribution.	blank
REC-0015	storage	24	false	LP	quinoa	FAC-00015	La Paz Quinoa Storage	blank	La Paz	0101	Bolivia	CO2	6.42	metric tons	estimation	2024-05-05	blank	blank	tons	0.2675	local authority	blank	blank
REC-0016	distribution	52	false	LIM	rice	FAC-00016	Peru Rice Export Hub	Av. Industrial 212	Lima	15001	Peru	CO2	9.59	metric tons	estimation	2024-06-14	2024-06-01	2024-06-30	tons	0.1844	IMO	Export of processed rice via refrigerated containers.	blank
REC-0017	storage	54	false	IA	corn	FAC-00017	Iowa Corn Storage	blank	Des Moines	50309	USA	CO2	6.12	metric tons	estimation	2024-07-02	blank	blank	tons	0.1133	US EPA	blank	blank
REC-0018	farming	28	false	CO	potatoes	FAC-00018	Colorado Potato Fields	765 Green Acres Rd	Greeley	80634	USA	CO2	17.06	metric tons	estimation	2024-08-13	2024-08-01	2024-08-31	hectare	0.6095	company records	Potatoes grown and irrigated with solar-powered pumps.	Solar pumps reduced diesel usage.
REC-0019	storage	39	false	NS	oats	FAC-00019	Halifax Oats Silos	blank	Halifax	B3H1Y8	Canada	other	2.08	metric tons	estimation	2024-09-16	blank	blank	tons	0.0534	IMO	blank	blank
REC-0020	farming	76	false	MO	soybeans	FAC-00020	Missouri Soybean Farm	980 County Hwy DD	Columbia	65203	USA	CO2	52.38	metric tons	estimation	2024-10-21	2024-10-01	2024-10-31	tons	0.6892	US EPA	Soybeans planted with enhanced fertilizer management for reduced emissions.	Enhanced fertilizer management reduced N2O emissions.

What the 120 rows show

from the 120-row sample

Transportation (supply chain stage) stands out: mean activity_volume is 472.2, against 130.0 for the rest.

3%is_hotspot = true
88.0median activity_volume
3measurement methods
3activity units
4emission types
5address countries

Mean activity_volume by supply_chain_stage120 rows

activity_volume120 rows, in bands of 100

Median 88.0, from 6.0 to 944.0.

address_state120 rows · top 10 of 21 values

MO16
IL14
NE13
BC13
CO9
NS8
CUS8
CA7
IA7
LP6

24 columns by typefrom the column list below

string 17
float 3
date 3
boolean 1

Columns

24 columns in four groups

blueprint · 24 columns
column	type	description	example
Text 17 columns
`record_id`	string	Unique identifier for each emission record in the supply chainunique	REC-0001
`crop_type`	string	Type of crop (e.g., wheat, corn, rice) associated with the emission record8 types	wheat
`supply_chain_stage`	string	Stage of the supply chain where emissions are recorded (e.g., farming, processing, transportation, storage, distribution)5 values	farming
`stage_description`	string	Detailed description of the activities performed at this supply chain stageoptional	Corn milling and drying.
`facility_id`	string	Unique identifier for the facility or location where emissions are measured	FAC-00001
`facility_name`	string	Name of the facility or locationoptional	Midwest Wheat Farm
`address_street`	string	Street address of the facilityoptional	1248 County Rd 13
`address_city`	string	City where the facility is locatedoptional	Lincoln
`address_state`	string	State or region of the facilityoptional	NE
`address_postal_code`	string	Postal code of the facilityoptional	68521
`address_country`	string	Country where the facility is located5 countries · optional	USA
`emission_type`	string	Type of greenhouse gas emitted (e.g., CO2, CH4, N2O)CO2 · CH4 · N2O · other	CO2
`emission_unit`	string	Unit of measurement for emissions (default: metric tons)metric tons	metric tons
`measurement_method`	string	Method or protocol used for measuring emissions (e.g., direct measurement, estimation, model-based)3 methods · optional	direct measurement
`activity_unit`	string	Unit of measurement for activity volume (e.g., tons, km, hours)3 units · optional	tons
`emission_factor_source`	string	Source or reference for the emission factor (e.g., IPCC, local authority)5 sources · optional	US EPA
`notes`	string	Additional notes or comments related to the emission recordoptional	High yield batch processe…
Numbers 3 columns
`emission_amount`	float	Amount of emissions produced at this stage (in metric tons)0 or more	82.55
`activity_volume`	float	Volume of activity associated with the emission (e.g., tons of crop processed, kilometers transported)0 or more · optional	120
`emission_factor`	float	Emission factor used for calculations (e.g., emissions per unit activity)0 or more · optional	0.6879
Dates and times 3 columns
`measurement_date`	date	Date when the emission measurement was taken	2023-03-12
`reporting_period_start`	date	Start date of the reporting period for this recordoptional	2023-03-01
`reporting_period_end`	date	End date of the reporting period for this recordoptional	2023-03-31
True or false 1 column
`is_hotspot`	boolean	Indicates if this record is considered an emission hotspotoptional	false

Use it for

An agriculture dashboard
The is_hotspot rate, activity_volume by supply_chain_stage and a breakdown of address_state. Excel, Power BI or Tableau.
Why do the 10 transportation rows have a mean activity_volume of 472.2?
A root-cause class exercise
Hand out the rows and one question. The answer is in the data, not in the brief.
Records120
REC-0001120farming
REC-0025180.5farming
REC-0041236.5farming
A software demo
Believable records with crop_type, supply_chain_stage and stage_description to fill a screen in front of a buyer.

This dataset120 rows24 columns

Yours1,000 rows24 columnsaddress_street: UK only

blueprint · crop-supply-chain-emissions-tracker

Behind this dataset

Same schema. As many rows as you need.

These 120 rows came out of a blueprint — 24 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 supply chain stage includes emission values (kg CO2e) per crop batch
Sources must be classified as farm, transport, storage, or retail
Emissions calculated using standardized activity-based multipliers
Include temporal marker (month) for trend analysis
Flag batches exceeding threshold for targeted intervention

Rows1,000 rows10,000 rows100,000 rows1,000,000 rows

Open the blueprint in Data Factory

1 credit per row. Preview 20 rows free. Buy rows for the full run.

Exports: CSV, JSON, JSONL, Parquet, SQL, Excel, TSV, XML
Licence: yours to use, including commercially
API slug: crop-supply-chain-emissions-tracker

What should your data show?

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Sample rows

What the 120 rows show

Columns

Use it for

An agriculture dashboard

A root-cause class exercise

A software demo

Make it yours.

Same schema. As many rows as you need.

More in Agriculture

What should your data show?