Quantitative Benchmarks
Cross-source cheat sheet. Each figure’s checked home is its source note (index in Key Sources); if a number here disagrees with a source note, the source note wins. Do not invent figures beyond these sources.
Carbon permanence (F_perm / % remaining)
| Source | Finding |
|---|---|
| IPCC 2019 App. 4 · estimates soil C stock change from biochar | 100-yr F_perm: 0.65 / 0.80 / 0.89 (low/med/high T) |
| models soil GHG from biochar (DOI) | At 14.9 °C: 100-yr ≈ 0.63 / 0.71 / 0.82; 1000-yr high-T ~0.25 |
| reviews biochar climate mitigation (DOI) | H/C_org < 0.5 subset: mean ~82% remaining at 100 yr (95% of cases >50%); not re-checked against the paywalled full text |
| EBC / IBI | H/C_org ≤ 0.7; O/C_org often ≤ 0.4 |
Crop yields
| Source | Effect |
|---|---|
| meta-analyzes crop productivity (DOI) | Mean ~+10% (−28% to +39%) |
| compares tropical vs temperate yields (Environ. Res. Lett. 12:053001) | Stronger in tropics |
| global GHG and yield patterns (DOI) | +9.4% |
| Field synthesis 2022 (Renew. Sustain. Energy Rev.) | +15.7% (cite via science report; confirm publisher page before diligence) |
GHG fluxes
| Gas | Benchmark |
|---|---|
| N₂O | meta-analyzes N2O mitigation −54% (lab and field studies from 2007–2013; DOI); global GHG and yield patterns −26.8% (incubation, pot and field pooled; DOI); models soil GHG from biochar field-trial fit −23%, first year only |
| CH₄ | Jia 2023 −13.0%; mixed/paddies study-dependent |
| Priming | meta-analyzes stability and priming (DOI) mean SOC mineralization −3.8% (CI crosses zero; negative in studies under six months, +20.8% in sandy soils); Weng 2017 decade-scale accrual |
CDR / mitigation (Gt or Pg CO₂e yr⁻¹)
| Source | Estimate |
|---|---|
| reviews biochar climate mitigation (DOI) | 3.4–6.3 (abstract); up to 7.4–10.3 with land-sparing or CCS pathways (full text, not re-checked) |
| Weng & Cowie 2025 | Literature 0.03–11; multi-Gt credible |
| Fuss & Lunstrum 2026 / State of CDR · CDR costs and potentials | Removal ≤~2.7; total mitigation ≤~10.3; IAM 2050 <0.1–1.1 |
| Costs (State of CDR / recent reviews) | ~$70–360/tCO₂ (Fuss & Lunstrum 2026) |
Carbon fraction (Woolf 2021 examples)
- Wood pyrolysis mean FC ≈ 0.76; high-T wood ≈ 0.81 (Woolf et al. 2021)
- Manure ≈ 0.39; sewage sludge ≈ 0.37
- Gasification sludge/manure ~0.10–0.14
Application rates
- Research: ~5–50+ t ha⁻¹ (sometimes 100; Jeffery 2011 extremes)
- Nutrient-enriched fertilizers: <2 t ha⁻¹
- Woolf 2021 N₂O credit: only >10 Mg C ha⁻¹ year 1
Primary links
- IPCC 2019 biochar appendix
- Woolf et al. 2021 ES&T
- Lehmann et al. 2021 Nat. Geosci.
- Weng & Cowie 2025
- State of CDR / Fuss & Lunstrum 2026
- Jia et al. 2023
- Full DOI list: Key Sources · Foundational Papers
Related notes
- Permanence · Woolf IPCC Fperm · H-Corg and O-Corg
- Crop Yield Effects
- GHG Fluxes
- CDR Potential and IPCC Accounting
- Market Volumes and Pricing (market $, not science costs)
- Science Hub