Widespread questions in soil carbon monitoring

This text is sponsored by Indigo Ag.

Advancing sustainable farming means working to enhance the best way we measure each its monetary and environmental advantages. This permits a stronger market to develop the place farmers are compensated for transitioning to regenerative administration. 

One option to obtain that is by utilizing modeling and soil sampling to set a excessive customary for a way soil carbon adjustments are quantified. That’s why in 2019, Indigo Ag launched Carbon by Indigo to interrupt new floor in soil carbon quantification in shut partnership with the scientific group. Our DayCent-CR biogeochemical mannequin is calibrated, validated and reviewed by impartial specialists — after which accepted to be used by crediting applications such because the Local weather Motion Reserve (CAR). Importantly, our method additionally accounts for the uncertainties inherent in carbon measurement. 

Purchase-in from the scientific group is vital for supporting the development of fashions equivalent to DayCent-CR. Not too long ago, the Indigo staff revealed a peer-reviewed paper on Indigo Ag’s carbon quantification mannequin within the main science journal Geoderma. Within the paper, we offer deeper transparency for a key part of our total MRV (monitoring, reporting and verification) processes. This expands on the documentation and evaluate of the mannequin validation to be used below the CAR Soil Enrichment Protocol (SEP) which might be already publicly accessible together with different documentation for every of our credit score issuances. 

Indigo is the one agricultural offset producer to have each registry approval of our mannequin validation in addition to tutorial peer-review, demonstrating our dedication to the scientific integrity of our applications. Publication of Indigo’s calibration and validation work in Geoderma will enhance stakeholder (together with consumers, verifiers, lecturers, authorities and others) confidence within the high quality of Indigo’s sustainability applications and carbon credit. 

But many sustainable farming stakeholders, together with consumers, verifiers, lecturers and regulators have questions on soil carbon monitoring. Listed below are 4 frequent questions we obtain: 

What’s a soil carbon mannequin, and why do we have to calibrate and validate it?

Soil carbon monitoring instruments embrace biogeochemical course of fashions, equivalent to DayCent-CR, that simulate adjustments in soil natural carbon (SOC) on the soil-plant-atmosphere interface. Instruments equivalent to this permit us to quantify the variety of soil carbon credit produced by means of regenerative agriculture. DayCent is the day by day time-step model of the CENTURY mannequin originating out of Colorado State College, and the “CR” signifies the proprietary “credit-ready” model utilized in Indigo’s carbon crediting program. We use the mannequin because the core part of the excellent quantification method required by the Soil Enrichment Protocol.

Whereas DayCent-CR comes with a normal “manufacturing facility setting,” we have to calibrate it to the assorted crops, practices and geographies which might be inside Indigo’s venture. We then have to measure how nicely the calibrated mannequin performs by means of a validation train. If a mannequin is used with out being calibrated, or exhibits poor efficiency by means of validation, it can produce inaccurate estimations. As credit are bought by firms to offset their very own emissions, it’s of extremely excessive significance to make sure that any carbon credit score produced and bought is predicated on actual carbon reductions and sequestration.

What knowledge are used within the calibration and validation course of?

Customers of soil carbon fashions have to be cautious concerning the knowledge used within the calibration and validation course of. For DayCent-CR, the mannequin is calibrated and validated with measurements of SOC from revealed area research obtained by means of a literature search. The CAR Soil Enrichment Protocol (SEP) mannequin validation steerage units the standards for what SOC knowledge can and can’t be included. In whole, we used 668 SOC inventory measurements for calibration and validation of DayCent-CR.

Our mannequin will even be improved over time by means of ingesting extra, high-quality knowledge.

How do you handle mannequin uncertainty?

To supply credit, we use our calibrated DayCent-CR coupled with precise soil carbon measurements collected from venture fields. The SOC measurements are then used to initialize our mannequin. This course of allows us to provide credit on a a lot bigger acreage and on a shorter timescale than soil sampling alone. “Validating DayCent-CR for cropland soil carbon offset reporting at a nationwide scale” additionally explains how we calculate mannequin uncertainty and the implications of mannequin uncertainty. We’ve additionally mentioned uncertainty on this place paper: “Managing Quantification Uncertainty in Agricultural Carbon Markets.” With mannequin enhancements from DayCent-CR 1.0 to DayCent-CR 1.0.2, we have been in a position to cut back our project-level uncertainty deduction from 37 % to 18 %. No mannequin will give estimates which might be one hundred pc sure, so we deduct credit from the general whole that we produce to account for uncertainty and guarantee we’re promoting an appropriately conservative variety of credit.

Why is it essential to report mannequin outcomes?

To ensure that credit to bear verification towards the CAR SEP, we should clarify our mannequin validation course of and showcase the ends in a validation report. The stories have to be reviewed by an impartial third get together modeling professional. As soon as accepted, these stories seem on CAR’s web site and are accessible for anybody to learn and scrutinize. 

For the reason that inception of the carbon program, we’ve got accomplished two mannequin validation stories: DayCent-CR model 1.0 in 2021 and DayCent-CR model 1.0.2 in 2022. Each time we add a brand new crop or potential apply change to our mannequin, we should re-calibrate it and create an up to date mannequin validation report.

“Validating DayCent-CR for cropland soil carbon offset reporting at a nationwide scale” highlights the outcomes from Indigo’s second validation report, the place we added cotton as newly eligible crop in 2022.

What’s subsequent for soil carbon measurement?

In 2019, we began a long-term, large-scale soil carbon experiment on cropland fields which have transitioned to regenerative administration. We’re starting to investigate soil carbon inventory change at early (lower than 5 a yr) time scales. We plan to publish the info, after which add them to our mannequin calibration and validation dataset to enhance DayCent-CR. The experiment is ongoing, and we are going to proceed to watch SOC and extra soil well being properties.

Study extra from Indigo Ag concerning the progress being made to make agriculture extra sustainable for individuals and the planet.