The DOI matches its Crossref record; 35 of the 35 references it cites were found in a registry or an index; 11 of the 48 sources its claims cite were checked for support.
Integrated Techno-Economic, Environmental Screening, and Social Return on Investment Analysis of Community-Scale Sawdust–Polypropylene Co-Pyrolysis for Heavy-Metal Adsorbent Production in Rural Area, Thailand
Open accessAbstract
The co-pyrolysis of waste sawdust and non-recyclable polypropylene at 500 °C was investigated for low-cost adsorbent production and solid waste valorization in rural Thailand. Sustainability was evaluated through techno-economic analysis, gate-to-gate environmental screening, CO2 emission accounting, adsorption cost analysis, and social return on investment assessment. The sawdust–polypropylene biochar produced at 500 °C production system requires a total capital expenditure of 46,000 THB and achieves a unit production cost of 316 THB kg−1 at a 35% w/w biochar yield, 7–14 times lower than commercial granular-activated carbon and powdered-activated carbon. Based on a hypothetical community-scale deployment scenario, the estimated capital expenditure payback period under in-house granular-activated carbon substitution falls below six months. All annual techno-economic and SROI results presented in this study represent scenario-based screening estimates and should not be interpreted as demonstrated community-scale performance. Gate-to-gate environmental screening estimated gross production emissions of 8.771 kg CO2e kg−1 SPB-500. A consequential waste-diversion scenario incorporating carbon sequestration and avoided-disposal credits yielded a hybrid scenario-based net greenhouse-gas balance of +3.082 kg CO2e kg−1 SPB-500, supporting its potential application under the evaluated scenario of approximately 0.4–5.9 kg CO2e kg−1 relative to commercial-activated carbon benchmarks. Social return on investment analysis yields a base–case ratio of 1.39:1 (five-year total present value: 6,025,841 THB; minimum across sensitivity scenarios: 1.13:1), with water quality improvement (SDG 6; 46.1%) and health risk reduction (20.7%) jointly accounting for 66.8% of monetized outcomes, confirming investment justification from public health benefits alone. Quantifiable alignment is demonstrated across five UN Sustainable Development Goals. Collectively, these findings suggest that SPB-500 co-pyrolysis has the potential to be an economically accessible and socially beneficial waste-valorization technology under the evaluated scenario, supporting its potential application in decentralized heavy-metal remediation in resource-constrained communities.
Overview
AI snapshot
Written from the paper’s full text.
TL;DR
This study screens community-scale LPG-fired co-pyrolysis of sawdust and non-recyclable polypropylene at 500 °C to produce SPB-500 heavy-metal adsorbent in rural Thailand, integrating techno-economic, gate-to-gate environmental, CO₂ emission, and social return on investment analyses. It reports a production cost of 316 THB kg⁻¹, a scenario-based net GHG balance of +3.082 kg CO₂e kg⁻¹ SPB-500, and a base-case SROI of 1.39:1, while stressing that all annual results are scenario-based screening estimates.
Key findings
- Techno-economic analysis: CAPEX was 46,000 THB (1,286 USD), batch OPEX was 110.55 THB (3.09 USD), and unit production cost was 316 THB kg⁻¹ (~8.8 USD kg⁻¹) at 35% w/w biochar yield; under an assumed 1,200 kg yr⁻¹ capacity and 40 USD kg⁻¹ selling price, the simple payback period was ~0.034 year (~0.4 months), with yield sensitivity giving 276–369 THB kg⁻¹.
- Environmental screening: gross gate-to-gate emissions were +8.771 kg CO₂e kg⁻¹ SPB-500, from LPG combustion (+3.410; 38.9%), drying electricity (+2.471; 28.2%), and post-combustion (+2.890; 32.9%); consequential waste-diversion credits totaled −5.687 kg CO₂e kg⁻¹, giving a hybrid scenario-based net balance of +3.082 kg CO₂e kg⁻¹, with CED ~57.6 MJ kg⁻¹ and 0.047 g CO₂e g⁻¹ Cu²⁺ removed.
- SROI: base-case ratio was 1.39:1, with five-year total present value of 6,025,841 THB against 4,342,000 THB investment; sensitivity scenarios ranged from 1.13:1 to 1.51:1, and water quality improvement (O1; 46.1%) plus health risk reduction (O2; 20.7%) accounted for 66.8% of monetized outcomes.
- Adsorption basis: prior experimental work reported SPB-500 maximum Cu²⁺ adsorption capacity of 126.1 mg g⁻¹, rapid equilibrium, favorable Freundlich isotherm behavior, pseudo-second-order kinetics, and good regeneration stability.
Methods
- The study builds on previously validated SPB-500 adsorption experiments and evaluates a community-scale production scenario using a mixed feedstock of sawdust and non-recyclable post-consumer polypropylene at a 4:1 w/w ratio, with 1 kg total daily feed (800 g sawdust, 200 g PP), LPG-fired slow pyrolysis at 500 °C, and 35% w/w biochar yield.
- Economic analysis estimated CAPEX, batch OPEX, unit production cost, and simplified payback; environmental screening was gate-to-gate per 1 kg SPB-500, with CO₂ accounting using IPCC and Thailand TGO emission factors and a separate consequential waste-diversion scenario for carbon sequestration and avoided-disposal credits.
- SROI used a forward-looking evaluative community-scale scenario in rural Chaiyaphum Province (1,200 kg SPB yr⁻¹; 10 m³ month⁻¹; 50 households), a 5% annual discount over five years, nine monetized outcomes (O1–O9), financial proxies, and deadweight/attribution/drop-off adjustments, plus sensitivity analysis.
Limitations
- The paper states that annual techno-economic and SROI results are scenario-based screening estimates, not demonstrated community-scale performance; the 1,200 kg yr⁻¹ production capacity is tentative and not proven, engineering parameters were outside scope, and pilot-scale validation is required.
- The paper states that the environmental assessment is gate-to-gate, excludes end-of-life and upstream stages, and that carbon-retention credits assume safe end-of-life management without modeling a specific pathway; SROI relies on literature-based proxies and assumptions rather than stakeholder or social impact data, and no multi-factorial uncertainty analysis was undertaken.
- Evident from the text: the reactor was a laboratory-scale prototype, comparisons with commercial GAC/PAC are not evidence of functional substitutability, alternative heating fuels were not evaluated, and FEP/HTP comparisons are qualitative literature benchmarks rather than quantified midpoint LCIA results.
Model-written summary. Check it against the paper before relying on it.
Integrity signals
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Cites
Statistics
Verification
Claims the paper makes
11 of 48 cited sources checked · 2 supported · 0 flagged · accuracy not yet measured
- Premisecitation
The majority of published TEA studies address large-scale centralized facilities that require substantial capital investment and well-developed feedstock logistics conditions that may not be achievable in rural or peri-urban communities with limited technical and financial capacity.
“The majority of published TEA studies address large-scale centralized facilities that require substantial capital investment and well-developed feedstock logistics conditions that may not be achievable in rural or peri-urban communities with limited technical and financial capacity”
Quote in the paperSubstantial claim1 of 2 sources checked- cites [17] Kulas, 2023, Economic and environmental analysis of plastics pyrolysis after secondary sortation of mixed plastic waste, J. Clean. Prod. source
- cites [18] Zabaniotou, A., and Vaskalis, I. (2023). Economic assessment of polypropylene waste (pp) pyrolysis in circular economy and industrial symbiosis. Energies, 16. source
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured
- Premisecitation
Rigorous process-level techno-economic analyses remain comparatively scarce, particularly for small- and community-scale systems intended for deployment in resource-constrained settings.
“rigorous process-level techno-economic analyses (TEAs) remain comparatively scarce, particularly for small-and community-scale systems intended for deployment in resourceconstrained settings”
Quote in the paperSubstantial claim2 of 2 sources checked- cites [15] Yadav, 2023, Techno-economic analysis and life cycle assessment for catalytic fast pyrolysis of mixed plastic waste, Energy Environ. Sci. source
The Introduction (page unavailable) says that, despite several existing analyses of plastic-pyrolysis refineries, a comprehensive, transparent TEA and LCA of mixed-plastic-waste pyrolysis is needed. That supports a gap in this specific literature, but the paper does not establish a broader scarcity of process-level TEAs, particularly for small- or community-scale systems in resource-constrained settings. (LLM, conf=0.86)
Experimental — accuracy not yet measured - cites [16] Inayat, A., Ahmed, A., Tariq, R., Waris, A., Jamil, F., Ahmed, S.F., Ghenai, C., and Park, Y.-K. (2022). Techno-economical evaluation of bio-oil production via biomass fast pyrolysis process: A review. Front. Energy Res., 9. source
The Introduction (page not provided) says there is a lack of comparative economic analysis for fast pyrolysis, supporting a narrower claim about gaps in economic evaluation. It does not identify a particular scarcity of rigorous process-level TEAs for small- or community-scale systems in resource-constrained settings. (LLM, conf=0.84)
Experimental — accuracy not yet measured
- Premisecitation
SPB-500 has a maximum Cu2+ adsorption capacity of 126.1 mg g−1.
“SPB-500 exhibited excellent Cu 2+ adsorption performance, including a maximum adsorption capacity of 126.1 mg g -1”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [25] Kreetachat, 2026, Co-pyrolyzed sawdust–polypropylene biochar as a sustainable adsorbent for heavy-metal removal in wastewater, Appl. Water Sci. source
- Interpretationown data
Gross GWP100 of SPB-500 (+8.771 kg CO2e/kg) is within the reported literature range for commercial GAC (3.5-9.0 kg CO2e/kg).
“Gross GWP100 (production only) | kg CO 2 e kg -1 | +8.771 | 3.5-9.0 [28,32] | Within reported literature range”
Quote in the paperSubstantial claim1 of 2 sources checked- cites [28] Wernet, 2016, The ecoinvent database version 3 (part I): Overview and Methodology, Int. J. Life Cycle Assess. source
- cites [32] Alhashimi, 2017, Life cycle environmental and economic performance of biochar compared with activated carbon: A meta-analysis, Resour. Conserv. Recycl. source
The available passage reporting the study’s results (section and page not provided) gives an average of 6.6 kg CO2eq/kg for activated carbon. It does not report the attributed 3.5–9.0 range or establish that the comparison is specifically with commercial GAC production. The +8.771 figure is the citing study’s own result, not a figure attributed to this source. (LLM, conf=0.82)
Experimental — accuracy not yet measured
- Interpretationown data
Potential carbon-retention credit for SPB-500 (-2.477 kg CO2e/kg) is higher than variable literature values (-0.5 to -2.0 kg CO2e/kg).
“Potential carbon-retention credit * | kg CO 2 e kg -1 | -2.477 | Variable (-0.5 to -2.0) [37] | Higher potential credit”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [37] Woolf, 2010, Sustainable biochar to mitigate global climate change, Nat. Commun. source
The Avoided GHG emissions section identifies carbon stored as biochar in soil as a major source of avoided emissions, supporting the general idea of a carbon-retention credit. It does not report the cited literature range of −0.5 to −2.0 kg CO2e/kg; its figures use global totals in Pg CO2-Ce or ratios per unit of biomass carbon. The SPB-500 value is the citing paper’s comparison value, not a result attributed to this source. (LLM, conf=0.83)
Experimental — accuracy not yet measured
- The authors state this as an assumption: The carbon stability factor of 0.80 represents the fraction of biochar carbon that persists in soil over >100 years under temperate conditions.
- Interpretationown data
CED of SPB-500 (57.6 MJ/kg) is lower to comparable to commercial GAC (50-120 MJ/kg).
“Cumulative Energy Demand (CED) | MJ kg -1 | 57.6 | 50-120 [28,32] | Lower to comparable”
Quote in the paperSubstantial claim1 of 2 sources checked- cites [28] Wernet, 2016, The ecoinvent database version 3 (part I): Overview and Methodology, Int. J. Life Cycle Assess. source
- cites [32] Alhashimi, 2017, Life cycle environmental and economic performance of biochar compared with activated carbon: A meta-analysis, Resour. Conserv. Recycl. source
The study summary in our copy (section and page unavailable) reports average energy demands of 6.1 MJ/kg for biochar and 97 MJ/kg for activated carbon, supporting the general comparison. It does not give the cited 50–120 MJ/kg range for commercial GAC or address SPB-500’s 57.6 MJ/kg value. (LLM, conf=0.82)
Experimental — accuracy not yet measured
- Findingown data
The unit production cost of SPB-500 is 7-14 times lower than commercial granular-activated carbon and powdered-activated carbon.
“7-14 times lower than commercial granular-activated carbon and powdered-activated carbon”
Quote in the paperSubstantial claim - Findingreasoning
A consequential waste-diversion scenario incorporating carbon sequestration and avoided-disposal credits yielded a hybrid scenario-based net greenhouse-gas balance of +3.082 kg CO2e kg−1 SPB-500.
“A consequential waste-diversion scenario incorporating carbon sequestration and avoided-disposal credits yielded a hybrid scenario-based net greenhouse-gas balance of +3.082 kg CO 2 e kg -1 SPB-500”
Quote in the paperSubstantial claim- The authors state this as an assumption: Carbon stored in biochar is stable.
- The authors state this as an assumption: Diverting the sawdust waste stream reduces landfill emissions.
- The authors state this as an assumption: Open burning of polypropylene waste is prevented, avoiding emissions.
- The authors state this as an assumption: Environmentally sound end-of-life management is capable of preserving long-term carbon storage.
- Findingown data
The SPB-500 production system achieves a unit production cost of 316 THB kg−1 at a 35% w/w biochar yield.
“achieves a unit production cost of 316 THB kg -1 at a 35% w/w biochar yield”
- Also stated in: § 3.1. Capital Expenditure and Operating Expenditure and Production Cost per Kilogram · plain
“resulting in a cost per kilogram of 316 THB/kg (8.8 USD/kg)”
- Also stated in: § 2.1.3. Simplified Payback Analysis · plain
“This analysis was done using the experimental cost of SPB-500 production per-unit weight as described in Table 2 (316 THB kg -1 SPB-500)”
Quote in the paperSubstantial claim - Also stated in: § 3.1. Capital Expenditure and Operating Expenditure and Production Cost per Kilogram · plain
- Findingown data
Gate-to-gate environmental screening estimated gross production emissions of 8.771 kg CO2e kg−1 SPB-500.
“Gate-to-gate environmental screening estimated gross production emissions of 8.771 kg CO 2 e kg -1 SPB-500.”
- Also stated in: § 2.2.1. Goal and Scope Definition · plain
“LCI per functional unit confirms gross gate-to-gate production emissions of +8.771 kg CO 2 e kg -1 SPB-500.”
Quote in the paperSubstantial claim - Also stated in: § 2.2.1. Goal and Scope Definition · plain
- Findingown data
The minimum SROI ratio across sensitivity scenarios is 1.13:1.
“minimum across sensitivity scenarios: 1.13:1”
Quote in the paperSubstantial claim- The authors state this as an assumption: SPB-500 achieves up to approximately 90% heavy-metal removal under the experimental operating conditions (adsorbent dosage of 1 g per 100 mL and inlet Cu2+ concentrations up to 200 mg L−1).
- The authors state this as an assumption: Five regeneration cycles maintain ≥73% removal efficiency.
- The authors state this as an assumption: Without the project, contaminated wastewater would be discharged to adjacent waterways.
- The authors state this as an assumption: Sawdust and PP waste would otherwise be openly burned and landfill-disposed, respectively.
- The authors state this as an assumption: Two full-time equivalent positions are generated over the operational period.
- Findingreasoning
Water quality improvement and health risk reduction jointly account for 66.8% of monetized SROI outcomes.
“jointly accounting for 66.8% of monetized outcomes”
Quote in the paperSubstantial claim- The authors state this as an assumption: SPB-500 achieves up to approximately 90% heavy-metal removal under the experimental operating conditions (adsorbent dosage of 1 g per 100 mL and inlet Cu2+ concentrations up to 200 mg L−1).
- The authors state this as an assumption: Five regeneration cycles maintain ≥73% removal efficiency.
- The authors state this as an assumption: Without the project, contaminated wastewater would be discharged to adjacent waterways.
- The authors state this as an assumption: Sawdust and PP waste would otherwise be openly burned and landfill-disposed, respectively.
- The authors state this as an assumption: Two full-time equivalent positions are generated over the operational period.
- Findingown data
The SPB-500 production system requires a total capital expenditure of 46,000 THB (1,286 USD).
“The sawdust-polypropylene biochar produced at 500 • C production system requires a total capital expenditure of 46,000 THB”
- Also stated in: § 3.1. Capital Expenditure and Operating Expenditure and Production Cost per Kilogram · plain
“Capital expenditure (CAPEX) for the fabricated local SPB co-pyrolysis plant was 46,000 THB (1286 USD)”
- Also stated in: § 2.1.3. Simplified Payback Analysis · hedged
“Capital investment expenditure (CAPEX) necessary for the locally constructed SPB-500 production system was assumed at 46,000 THB (1286 USD).”
Quote in the paperSubstantial claim - Also stated in: § 3.1. Capital Expenditure and Operating Expenditure and Production Cost per Kilogram · plain
- Findingnone given
Quantifiable alignment is demonstrated across five UN Sustainable Development Goals.
“Quantifiable alignment is demonstrated across five UN Sustainable Development Goals.”
Quote in the paperNot a substantial claim - Findingown data
Social return on investment analysis yields a base-case ratio of 1.39:1.
“Social return on investment analysis yields a base-case ratio of 1.39:1”
Quote in the paperSubstantial claim- The authors state this as an assumption: SPB-500 achieves up to approximately 90% heavy-metal removal under the experimental operating conditions (adsorbent dosage of 1 g per 100 mL and inlet Cu2+ concentrations up to 200 mg L−1).
- The authors state this as an assumption: Five regeneration cycles maintain ≥73% removal efficiency.
- The authors state this as an assumption: Without the project, contaminated wastewater would be discharged to adjacent waterways.
- The authors state this as an assumption: Sawdust and PP waste would otherwise be openly burned and landfill-disposed, respectively.
- The authors state this as an assumption: Two full-time equivalent positions are generated over the operational period.
- Findingown data
Health risk reduction accounts for 20.7% of monetized SROI outcomes.
“health risk reduction (20.7%)”
Quote in the paperSubstantial claim- The authors state this as an assumption: SPB-500 achieves up to approximately 90% heavy-metal removal under the experimental operating conditions (adsorbent dosage of 1 g per 100 mL and inlet Cu2+ concentrations up to 200 mg L−1).
- The authors state this as an assumption: Five regeneration cycles maintain ≥73% removal efficiency.
- The authors state this as an assumption: Without the project, contaminated wastewater would be discharged to adjacent waterways.
- The authors state this as an assumption: Sawdust and PP waste would otherwise be openly burned and landfill-disposed, respectively.
- The authors state this as an assumption: Two full-time equivalent positions are generated over the operational period.
- Findingown data
The five-year total present value in the SROI base case is 6,025,841 THB.
“five-year total present value: 6,025,841 THB”
Quote in the paperSubstantial claim- The authors state this as an assumption: SPB-500 achieves up to approximately 90% heavy-metal removal under the experimental operating conditions (adsorbent dosage of 1 g per 100 mL and inlet Cu2+ concentrations up to 200 mg L−1).
- The authors state this as an assumption: Five regeneration cycles maintain ≥73% removal efficiency.
- The authors state this as an assumption: Without the project, contaminated wastewater would be discharged to adjacent waterways.
- The authors state this as an assumption: Sawdust and PP waste would otherwise be openly burned and landfill-disposed, respectively.
- The authors state this as an assumption: Two full-time equivalent positions are generated over the operational period.
- Findingreasoning
The estimated CAPEX payback period for community-scale SPB-500 production under in-house granular-activated carbon substitution is below six months, estimated at approximately 0.4 months under the stated assumptions.
“the estimated capital expenditure payback period under in-house granular-activated carbon substitution falls below six months”
- Also stated in: § 2.1.3. Simplified Payback Analysis · plain
“It resulted in a payback period of ~0.034 year (≈0.4 months).”
- Also stated in: § 3.2. Simple Payback Calculation, Circular Economy, and Waste-Valorization Benefits · hedged
“the simple payback period can be assumed to be less than one year”
Quote in the paperSubstantial claim - Also stated in: § 2.1.3. Simplified Payback Analysis · plain
- Findingown data
Water quality improvement (SDG 6) accounts for 46.1% of monetized SROI outcomes.
“water quality improvement (SDG 6; 46.1%)”
Quote in the paperSubstantial claim- The authors state this as an assumption: SPB-500 achieves up to approximately 90% heavy-metal removal under the experimental operating conditions (adsorbent dosage of 1 g per 100 mL and inlet Cu2+ concentrations up to 200 mg L−1).
- The authors state this as an assumption: Five regeneration cycles maintain ≥73% removal efficiency.
- The authors state this as an assumption: Without the project, contaminated wastewater would be discharged to adjacent waterways.
- The authors state this as an assumption: Sawdust and PP waste would otherwise be openly burned and landfill-disposed, respectively.
- The authors state this as an assumption: Two full-time equivalent positions are generated over the operational period.
- Findingown data
SPB-500's net GWP100 compares favorably to GAC (3.5-9.0 kg CO2e/kg), PAC (4.0-10.0 kg CO2e/kg), and ion-exchange resin (12-25 kg CO2e/kg).
“This compares favorably to GAC (3.5-9.0 kg CO 2 e kg -1 ), PAC (4.0-10.0kg CO 2 e kg -1 ), and ion-exchange resin (12-25 kg CO 2 e kg -1 ).”
Quote in the paperSubstantial claim - Findingown data
Avoided landfill CH4 from sawdust diversion credit is -1.596 kg CO2e per kg SPB.
“Avoided landfill CH 4 from sawdust diversion | 2.286 kg sawdust | Alternative disposal scenario | kg CO 2 e | -1.596”
Quote in the paperSubstantial claim- The authors state this as an assumption: The avoided landfill CH4 and avoided PP open burning credits assume an alternative disposal scenario (landfill for sawdust, open burning for PP).
- Findingown data
Operating expenditure per batch was 110.55 THB (3.09 USD) for producing a biochar batch at 35% yield.
“Operating expenditure (OPEX) per batch was 110.55 THB (3.09 USD) for producing a biochar batch at 35%”
Quote in the paperSubstantial claim - Findingreasoning
The gross production-phase GWP100 of SPB-500 (+8.771 kg CO2e/kg) already falls within or below the lower bound of the GAC literature range prior to credit application.
“Notably, the gross production-phase GWP100 of SPB-500 (+8.771 kg CO 2 e kg -1 ; Figure 5b) already falls within or below the lower bound of the GAC literature range prior to credit application, reflecting the intrinsic thermal efficiency advantage of LPG-fired slow pyrolysis at 500 • C relative to industrial rotary kiln activation at 700-900 • C.”
Quote in the paperSubstantial claim - Findingown data
Cumulative Energy Demand (CED) for SPB-500 is 57.6 MJ kg-1.
“Cumulative Energy Demand (CED) | MJ kg -1 | 57.6 | 50-120 [28,32] | Lower to comparable”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [28] Wernet, 2016, The ecoinvent database version 3 (part I): Overview and Methodology, Int. J. Life Cycle Assess. source
- cites [32] Alhashimi, 2017, Life cycle environmental and economic performance of biochar compared with activated carbon: A meta-analysis, Resour. Conserv. Recycl. source
Checked before — its earlier verdict is held back until a new check runs.
- Findingown data
Outcomes O1 and O2 contributed about 65.13% of the adjusted Year-1 social value.
“Figure 6 shows that outcomes O1 and O2 contributed to about 65.13% of the adjusted Year-1 social value.”
Quote in the paperSubstantial claim - Findingreasoning
When carbon sequestration and waste-diversion credits were considered, the hybrid scenario-based net greenhouse-gas balance decreased to +3.082 kg CO2e per kg SPB-500.
“When carbon sequestration and waste-diversion credits were considered, the resulting hybrid scenario-based net greenhouse-gas balance decreased to +3.082 kg CO 2 e kg -1 SPB-500.”
Quote in the paperSubstantial claim - Findingnone given
SPB-500 has elevated stable carbon content of 84.43% C and H/Corg = 0.022.
“Furthermore, the high carbon sequestration credit reflected the elevated stable carbon content of SPB-500 (84.43% C; H/C org = 0.022), indicating the formation of a highly stable aromatic carbon matrix during co-pyrolysis at 500 • C.”
Quote in the paperSubstantial claim - Findingown data
The three credit streams collectively yield a total credit of -5.687 kg CO2e per kg SPB-500.
“The three credit streams collectively yield a total credit of -5.687 kg CO 2 e kg -1 , which does not exceed the gross production burden of +8.771 kg CO 2 e kg -1 , resulting in a hybrid scenario-based net greenhouse-gas balance of E total = E prod + E seq + E avoid = +3.082kg CO 2 e kg -1 SPB-500, confirming that the production pathway is unambiguously net scenario-based greenhouse-gas assessment”
Quote in the paperSubstantial claim - Findingown data
The new base-case SROI ratio of 1.39:1 means that community-scale implementation of SPB-500 will result in a benefit ratio of 1.39 THB for each 1 THB spent.
“As seen in Table 15 and Figure 8a, the new base-case SROI ratio of 1.39:1 means that, in terms of social, environmental, and economic benefits, the community-scale implementation of SPB-500 will result in a benefit ratio of 1.39 THB for each 1 THB spent on the project.”
Quote in the paperSubstantial claim - Findingreasoning
Capital costs were reduced by 15-400 folds compared to existing industrial pyrolysis processes due to locally available components and LPG technology.
“Capital costs were reduced by 15-400 folds when compared to existing industrial pyrolysis processes due to the application of locally available components coupled with LPG technology.”
Quote in the paperSubstantial claim - Findingown data
After deadweight, attribution, and drop-off adjustments, the highest Year-1 value was observed for water quality improvement (O1; 641,250 THB/year).
“After deadweight, attribution, and drop-off adjustments, the highest Year-1 value was observed for water quality improvement (O1; 641,250 THB year -1 ), followed by the reduction in health risks (O2; 288,000 THB year -1 ) and diversion of sawdust (O3; 213,300 THB year -1 ).”
Quote in the paperSubstantial claim - Findingown data
The total present value of the nine outcome streams over the five-year assessment period at a 5% discount rate was expected to equal 6,025,841 THB.
“The total present value (PV) of the nine outcomes streams during the five-year assessment period at a discount rate of 5% was expected to equal 6,025,841 THB.”
Quote in the paperSubstantial claim - Findingown data
Production cost per kg SPB-500 is 316 THB kg-1 (~8.8 USD kg-1).
“Production cost per kg SPB-500 | - | - | 316 THB kg -1 | ~8.8 USD kg -1”
Quote in the paperSubstantial claim - Findingown data
Gross attributional gate-to-gate greenhouse-gas emissions were estimated at +8.771 kg CO2e per kg SPB-500.
“Gross attributional gate-to-gate greenhouse-gas emissions were estimated at +8.771 kg CO 2 e kg -1 SPB-500.”
Quote in the paperSubstantial claim - Findingreasoning
Carbon sequestration (O7) made the smallest contribution to total PV in this case scenario.
“Carbon sequestration (O7) made the smallest contribution to the total PV in this case scenario.”
Quote in the paperNot a substantial claim - Findingown data
Avoided PP open burning credit is -1.616 kg CO2e per kg SPB.
“Avoided PP open burning | 0.571 kg PP | Alternative disposal scenario | kg CO 2 e | -1.616”
Quote in the paperSubstantial claim- The authors state this as an assumption: The avoided landfill CH4 and avoided PP open burning credits assume an alternative disposal scenario (landfill for sawdust, open burning for PP).
- Findingown data
Credit-adjusted net GHG balance under the evaluated scenario related to waste diversion and circular resource utilization (O3 + O4) accounted for 18.4% of total social value created (1.11 million THB).
“Credit-adjusted net GHG balance under the evaluated scenario related to waste diversion and circular resource utilization (O3 + O4) accounted for 18.4% of the total social value created (1.11 million THB).”
Quote in the paperNot a substantial claim - Findingown data
Manpower costs (1,920,000 THB; 44.2%) and operating costs (1,896,000 THB; 43.7%) comprised the largest shares of capital outlay.
“Manpower costs (1,920,000 THB; 44.2%) and operating costs (1,896,000 THB; 43.7%) comprised the largest shares of capital outlay, thus highlighting the importance of the workforce involved and manufacturing efforts to achieve SPB-500 community-scale implementation.”
Quote in the paperNot a substantial claim - Findingown data
The cost of SPB-500 is notably cheaper than the market prices of GAC and PAC.
“In addition, the cost of SPB-500 is notably cheaper compared to the prices of GAC and PAC available in the market.”
Quote in the paperSubstantial claim - Findingown data
Total batch OPEX for SPB-500 production is 110.55 THB (3.09 USD) per batch.
“Total batch OPEX | - | - | 110.55 | 3.09”
Quote in the paperSubstantial claim - Findingown data
LPG combustion for the R-101 burner contributes +3.410 kg CO2e per kg SPB.
“LPG fuel (R-101 burner) | 1.143 2.983 kg CO 2 e kg -1 LPG kg LPG | 3.410”
Quote in the paperNot a substantial claim - Findingreasoning
Public health benefits (O1 and O2) provided 66.8% of the overall PV created by the deployment of SPB-500 in the community.
“Taken together, public health benefits (O1 and O2) provided 66.8% of the overall PV created by the deployment of SPB-500 in the community.”
Quote in the paperSubstantial claim - Findingown data
SPB-500 demonstrated promising environmental performance relative to literature-reported values for commercial activated carbon.
“As shown in Table 8, SPB-500 demonstrated promising environmental performance relative to the literature-reported values for commercial-activated carbon.”
Quote in the paperSubstantial claim - Findingown data
The overall PV of all outcomes exceeded the overall investment in all cases analyzed, suggesting a positive social return throughout the evaluation period.
“According to Figure 8b, the overall PV of all outcomes exceeded the overall investment in all cases analyzed, suggesting a positive social return throughout the evaluation period.”
Quote in the paperSubstantial claim - Findingreasoning
Annual OPEX for the community-scale SPB-500 production case is 379,200 THB year−1.
“the annual amount of OPEX was estimated to be 379,200 THB year -1”
Quote in the paperSubstantial claim - Findingreasoning
Potential carbon-retention credit is -2.477 kg CO2e per kg SPB.
“Potential carbon-retention safe EOL management credit, conditional on | total carbon content C (CHNS analysis) in SPB-500, 0.844 kg | Stability factor, 0.80 (IBI content = 0.675 kg C criterion), Stable carbon | kg CO 2 e | -2.477 (0.675 × 44/12)”
Quote in the paperSubstantial claim- The authors state this as an assumption: The carbon stability factor of 0.80 represents the fraction of biochar carbon that persists in soil over >100 years under temperate conditions.
- Findingreasoning
Annual revenue from SPB-500 production at a selling price of 40 USD kg−1 (~1432 THB kg−1) is about 1,718,400 THB year−1.
“the projected annual income is expected to be 1,718,400 THB year -1”
Quote in the paperSubstantial claim - Findingcitation
GWP100 per g Cu2+ removed is 0.047 g CO2e per g Cu2+ removed.
“GWP100 per g Cu 2+ removed (functional unit basis) | g CO 2 e g -1 Cu 2+ removed | 0.047 | 0.044-0.113 [33] | Within lower reported range”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [33] Bayer, 2005, Economical and ecological comparison of granular activated carbon (gac) adsorber refill strategies, Water Res. source
- Findingreasoning
O1 and O2 were responsible for creating around 66.9% of social value generated by the project.
“Overall, O1 and O2 were responsible for creating around 66.9% of social value generated by the project, which indicated that public health and water quality benefits played a significant role in the overall benefits of the”
Quote in the paperSubstantial claim - Findingown data
Gross gate-to-gate GHG emissions for SPB-500 production are +8.771 kg CO2e per kg SPB.
“Gross gate-to-gate GHG emissions | - | - | - | +8.771”
Quote in the paperSubstantial claim - Findingown data
Net cumulative energy demand (CED) for SPB-500 was approximately 57.6 MJ/kg.
“Net cumulative energy demand (CED) was approximately 57.6 MJ kg -1 , substantially lower than reported GAC values due to the absence of chemical activation and the utilization”
Quote in the paperSubstantial claim - Findingreasoning
For an annual adsorbent consumption rate of 1200 kg/year and a typical GAC price of 80 USD/kg, gross savings from avoiding GAC purchase could amount to 96,000 USD/year.
“Based on the annual adsorbent consumption rate of 1200 kg year -1 and considering a typical price of GAC at 80 USD kg -1 , the total savings due to avoiding purchase of the adsorbent could amount to 96,000 USD year -1 gross.”
Quote in the paperSubstantial claim - Findingown data
Water quality improvement (O1) became the leading outcome, with about 46.1% share of total PV.
“Water quality improvement (O1) became the leading outcome of the project, with about 46.1% share of PV in the total one.”
Quote in the paperSubstantial claim - Findingown data
Total consequential credits are -5.689 kg CO2e per kg SPB.
“Total consequential credits | - | - | - | -5.689”
Quote in the paperSubstantial claim - Findingreasoning
Annual net operating profit is approximately 1,339,200 THB year−1.
“the annual net profit is estimated to be around 1,339,200 THB year -1”
Quote in the paperSubstantial claim - Findingown data
When stable C sequestration and waste diversion benefits are included in the consequential scenario analysis, total CO2e emissions reduce to 3.082 kg CO2e per kg SPB-500.
“In addition, when taking into account the benefits of stable C sequestration and waste diversion in the consequential scenario analysis, the total carbon dioxide-equivalent emissions reduce to 3.082 kg CO 2 e per kg SPB-500.”
Quote in the paperSubstantial claim - Findingown data
The total amount of money required to implement the community-scale SPB-500 over five years was estimated to be 4,342,000 THB.
“The total amount of money required to implement the community-scale SPB-500 over the period of five years was estimated to be 4,342,000 THB.”
Quote in the paperSubstantial claim - Findingown data
The project's investment case is resilient, with SROI ratios ranging between 1.13:1 and 1.51:1 in sensitivity analysis.
“Moreover, as is demonstrated by the sensitivity analysis results, the project's investment case proves rather resilient with SROI ratios ranging between 1.13:1 and 1.51:1.”
Quote in the paperSubstantial claim - Findingown data
Sensitivity analysis considering a 5% variation in yield produced a unit production cost between 276 and 369 THB/kg (7.7-10.3 USD/kg).
“The sensitivity analysis considering the variation in yield of 5% produced a unit cost of production between 276 and 369 THB/kg (7.7-10.3USD/kg).”
Quote in the paperNot a substantial claim - Findingown data
After adjustments, the Year-1 value for reduction in health risks (O2) was 288,000 THB/year.
“After deadweight, attribution, and drop-off adjustments, the highest Year-1 value was observed for water quality improvement (O1; 641,250 THB year -1 ), followed by the reduction in health risks (O2; 288,000 THB year -1 ) and diversion of sawdust (O3; 213,300 THB year -1 ).”
Quote in the paperSubstantial claim - Findingown data
Post-combustion of pyrolysis vapors, gases, and oils contributes +2.890 kg CO2e per kg SPB.
“Post-combustion of pyrolysis vapors, gases, and oils | 0.788 kg C oxidized | 44/12 kg CO 2 kg -1 C | kg C | 2.890”
Quote in the paperNot a substantial claim - Findingown data
Grid electricity for drying contributes +2.471 kg CO2e per kg SPB.
“Electricity for drying (D-101) | 4.286 0.5765 kg CO 2 e kWh -1 | kWh | 2.471”
Quote in the paperNot a substantial claim - Findingown data
After adjustments, the Year-1 value for diversion of sawdust (O3) was 213,300 THB/year.
“After deadweight, attribution, and drop-off adjustments, the highest Year-1 value was observed for water quality improvement (O1; 641,250 THB year -1 ), followed by the reduction in health risks (O2; 288,000 THB year -1 ) and diversion of sawdust (O3; 213,300 THB year -1 ).”
Quote in the paperNot a substantial claim - Findingown data
Carbon sequestration (O7) and compliance-risk reduction (O8) together made up 3.5% of PV.
“Together, carbon sequestration (O7) and compliance-risk reduction (O8) made up 3.5% of PV.”
Quote in the paperNot a substantial claim - Findingown data
Optimistic SROI ratio with full O1 proxy value retained is 1.51:1.
“Optimistic (full O1 proxy value retained) | 6,570,000 | 4,342,000 | 1.51:1”
Quote in the paperSubstantial claim- The authors state this as an assumption: Avoided bottled-water expenditure for 50 households is valued at 750,000 THB/yr.
- The authors state this as an assumption: Avoided air pollution cost from sawdust diversion is valued at 280,000 THB/yr, based on PM2.5 health price of 35 USD/t and CO2e carbon impact.
- The authors state this as an assumption: Avoided landfill and marine pollution cost from PP diversion is valued at 62,000 THB/yr, based on 250 USD/t social cost.
- The authors state this as an assumption: Value of equivalent vocational training is 30,000 THB/yr.
- The authors state this as an assumption: Carbon credit price is 35 USD/t CO2e (Thai voluntary carbon market estimate).
- The authors state this as an assumption: Average environmental violation fine avoided is 120,000 THB/yr (PCD Thailand, solid waste).
- The authors state this as an assumption: Knowledge and research value is estimated at 200,000 THB/yr (bibliometric proxy).
- The authors state this as an assumption: The SROI analysis applies dead-weight, attribution, and drop-off adjustment factors to outcome values (e.g., 5-30% dead-weight, 70-100% attribution, 0-20% drop-off).
- Rests on an assumption: The project produces 1200 kg SPB per year.
- Findingown data
Conservative SROI ratio with 10% discount rate is 1.13:1.
“Conservative (10% discount rate) | 4,892,000 | 4,342,000 | 1.13:1”
Quote in the paperSubstantial claim- The authors state this as an assumption: Avoided bottled-water expenditure for 50 households is valued at 750,000 THB/yr.
- The authors state this as an assumption: Avoided air pollution cost from sawdust diversion is valued at 280,000 THB/yr, based on PM2.5 health price of 35 USD/t and CO2e carbon impact.
- The authors state this as an assumption: Avoided landfill and marine pollution cost from PP diversion is valued at 62,000 THB/yr, based on 250 USD/t social cost.
- The authors state this as an assumption: Value of equivalent vocational training is 30,000 THB/yr.
- The authors state this as an assumption: Carbon credit price is 35 USD/t CO2e (Thai voluntary carbon market estimate).
- The authors state this as an assumption: Average environmental violation fine avoided is 120,000 THB/yr (PCD Thailand, solid waste).
- The authors state this as an assumption: Knowledge and research value is estimated at 200,000 THB/yr (bibliometric proxy).
- The authors state this as an assumption: The SROI analysis applies dead-weight, attribution, and drop-off adjustment factors to outcome values (e.g., 5-30% dead-weight, 70-100% attribution, 0-20% drop-off).
- Rests on an assumption: The project produces 1200 kg SPB per year.
- Findingown data
Social outcomes only (O1+O2+O5+O6) SROI ratio is 0.98:1.
“Social outcomes only (O1 + O2 + O5 + O6) | 4,248,594 | 4,342,000 | 0.98:1”
Quote in the paperSubstantial claim- The authors state this as an assumption: Avoided bottled-water expenditure for 50 households is valued at 750,000 THB/yr.
- The authors state this as an assumption: Avoided air pollution cost from sawdust diversion is valued at 280,000 THB/yr, based on PM2.5 health price of 35 USD/t and CO2e carbon impact.
- The authors state this as an assumption: Avoided landfill and marine pollution cost from PP diversion is valued at 62,000 THB/yr, based on 250 USD/t social cost.
- The authors state this as an assumption: Value of equivalent vocational training is 30,000 THB/yr.
- The authors state this as an assumption: Carbon credit price is 35 USD/t CO2e (Thai voluntary carbon market estimate).
- The authors state this as an assumption: Average environmental violation fine avoided is 120,000 THB/yr (PCD Thailand, solid waste).
- The authors state this as an assumption: Knowledge and research value is estimated at 200,000 THB/yr (bibliometric proxy).
- The authors state this as an assumption: The SROI analysis applies dead-weight, attribution, and drop-off adjustment factors to outcome values (e.g., 5-30% dead-weight, 70-100% attribution, 0-20% drop-off).
- Rests on an assumption: The project produces 1200 kg SPB per year.
- Findingown data
Total present value of adjusted outcomes over the 5-year assessment period is 6,025,841 THB.
“Total | 1,427,532 | 1,359,553 | 1,276,043 | 1,199,191 | 1,128,300 | 1,062,754 | 6,025,841”
Quote in the paperSubstantial claim- The authors state this as an assumption: Avoided bottled-water expenditure for 50 households is valued at 750,000 THB/yr.
- The authors state this as an assumption: Avoided air pollution cost from sawdust diversion is valued at 280,000 THB/yr, based on PM2.5 health price of 35 USD/t and CO2e carbon impact.
- The authors state this as an assumption: Avoided landfill and marine pollution cost from PP diversion is valued at 62,000 THB/yr, based on 250 USD/t social cost.
- The authors state this as an assumption: Value of equivalent vocational training is 30,000 THB/yr.
- The authors state this as an assumption: Carbon credit price is 35 USD/t CO2e (Thai voluntary carbon market estimate).
- The authors state this as an assumption: Average environmental violation fine avoided is 120,000 THB/yr (PCD Thailand, solid waste).
- The authors state this as an assumption: Knowledge and research value is estimated at 200,000 THB/yr (bibliometric proxy).
- The authors state this as an assumption: The SROI analysis applies dead-weight, attribution, and drop-off adjustment factors to outcome values (e.g., 5-30% dead-weight, 70-100% attribution, 0-20% drop-off).
- Rests on an assumption: The project produces 1200 kg SPB per year.
- Findingreasoning
Stable carbon in biochar is 0.675 kg per kg SPB.
“Stable C in biochar (kg per kg SPB) | 0.675 | =C% × 1 kg × f stable (0.80)”
Quote in the paperSubstantial claim- The authors state this as an assumption: The carbon stability factor of 0.80 represents the fraction of biochar carbon that persists in soil over >100 years under temperate conditions.
- Findingown data
Total investment over the 5-year SROI analysis period is 4,342,000 THB.
“Total investment | 1,009,200 | 833,200 | 4,342,000 | - | Total investment”
Quote in the paperNot a substantial claim - Findingown data
Carbon content of SPB-500 is 84.43 wt% (measured by CHNS).
“Carbon content of SPB (wt.%, CHNS Table 2) | 84.43% | Measured, CHNS analysis (LECO CHN628)”
Quote in the paperSubstantial claim - Findingown data
Conservative SROI ratio excluding O9 knowledge value is 1.28:1.
“Conservative (excluding O9: knowledge value) | 5,567,314 | 4,342,000 | 1.28:1”
Quote in the paperSubstantial claim- The authors state this as an assumption: Avoided bottled-water expenditure for 50 households is valued at 750,000 THB/yr.
- The authors state this as an assumption: Avoided air pollution cost from sawdust diversion is valued at 280,000 THB/yr, based on PM2.5 health price of 35 USD/t and CO2e carbon impact.
- The authors state this as an assumption: Avoided landfill and marine pollution cost from PP diversion is valued at 62,000 THB/yr, based on 250 USD/t social cost.
- The authors state this as an assumption: Value of equivalent vocational training is 30,000 THB/yr.
- The authors state this as an assumption: Carbon credit price is 35 USD/t CO2e (Thai voluntary carbon market estimate).
- The authors state this as an assumption: Average environmental violation fine avoided is 120,000 THB/yr (PCD Thailand, solid waste).
- The authors state this as an assumption: Knowledge and research value is estimated at 200,000 THB/yr (bibliometric proxy).
- The authors state this as an assumption: The SROI analysis applies dead-weight, attribution, and drop-off adjustment factors to outcome values (e.g., 5-30% dead-weight, 70-100% attribution, 0-20% drop-off).
- Rests on an assumption: The project produces 1200 kg SPB per year.
- Findingown data
Environmental outcomes only (O3+O4+O7) SROI ratio is 0.26:1.
“Environmental outcomes only (O3 + O4 + O7) | 1,118,620 | 4,342,000 | 0.26:1”
Quote in the paperNot a substantial claim- The authors state this as an assumption: Avoided bottled-water expenditure for 50 households is valued at 750,000 THB/yr.
- The authors state this as an assumption: Avoided air pollution cost from sawdust diversion is valued at 280,000 THB/yr, based on PM2.5 health price of 35 USD/t and CO2e carbon impact.
- The authors state this as an assumption: Avoided landfill and marine pollution cost from PP diversion is valued at 62,000 THB/yr, based on 250 USD/t social cost.
- The authors state this as an assumption: Value of equivalent vocational training is 30,000 THB/yr.
- The authors state this as an assumption: Carbon credit price is 35 USD/t CO2e (Thai voluntary carbon market estimate).
- The authors state this as an assumption: Average environmental violation fine avoided is 120,000 THB/yr (PCD Thailand, solid waste).
- The authors state this as an assumption: Knowledge and research value is estimated at 200,000 THB/yr (bibliometric proxy).
- The authors state this as an assumption: The SROI analysis applies dead-weight, attribution, and drop-off adjustment factors to outcome values (e.g., 5-30% dead-weight, 70-100% attribution, 0-20% drop-off).
- Rests on an assumption: The project produces 1200 kg SPB per year.
- Findingown data
Base-case SROI ratio (all outcomes, 5% discount rate) is 1.39:1.
“Base-case (all outcomes, 5% discount rate) | 6,025,841 | 4,342,000 | 1.39:1”
Quote in the paperSubstantial claim- The authors state this as an assumption: Avoided bottled-water expenditure for 50 households is valued at 750,000 THB/yr.
- The authors state this as an assumption: Avoided air pollution cost from sawdust diversion is valued at 280,000 THB/yr, based on PM2.5 health price of 35 USD/t and CO2e carbon impact.
- The authors state this as an assumption: Avoided landfill and marine pollution cost from PP diversion is valued at 62,000 THB/yr, based on 250 USD/t social cost.
- The authors state this as an assumption: Value of equivalent vocational training is 30,000 THB/yr.
- The authors state this as an assumption: Carbon credit price is 35 USD/t CO2e (Thai voluntary carbon market estimate).
- The authors state this as an assumption: Average environmental violation fine avoided is 120,000 THB/yr (PCD Thailand, solid waste).
- The authors state this as an assumption: Knowledge and research value is estimated at 200,000 THB/yr (bibliometric proxy).
- The authors state this as an assumption: The SROI analysis applies dead-weight, attribution, and drop-off adjustment factors to outcome values (e.g., 5-30% dead-weight, 70-100% attribution, 0-20% drop-off).
- Rests on an assumption: The project produces 1200 kg SPB per year.
- Interpretationreasoning
The SROI investment is justified from public health benefits alone.
“confirming investment justification from public health benefits alone”
Quote in the paperSubstantial claim- The authors state this as an assumption: SPB-500 achieves up to approximately 90% heavy-metal removal under the experimental operating conditions (adsorbent dosage of 1 g per 100 mL and inlet Cu2+ concentrations up to 200 mg L−1).
- The authors state this as an assumption: Five regeneration cycles maintain ≥73% removal efficiency.
- The authors state this as an assumption: Without the project, contaminated wastewater would be discharged to adjacent waterways.
- The authors state this as an assumption: Sawdust and PP waste would otherwise be openly burned and landfill-disposed, respectively.
- The authors state this as an assumption: Two full-time equivalent positions are generated over the operational period.
- Interpretationown data
Under the evaluated scenario, SPB-500 has potential application at approximately 0.4-5.9 kg CO2e kg−1 relative to commercial-activated carbon benchmarks.
“supporting its potential application under the evaluated scenario of approximately 0.4-5.9kg CO 2 e kg -1 relative to commercial-activated carbon benchmarks.”
Quote in the paperSubstantial claim - Interpretationreasoning
The gross production-phase GWP100 advantage reflects the intrinsic thermal efficiency advantage of LPG-fired slow pyrolysis at 500°C relative to industrial rotary kiln activation at 700-900°C.
“Notably, the gross production-phase GWP100 of SPB-500 (+8.771 kg CO 2 e kg -1 ; Figure 5b) already falls within or below the lower bound of the GAC literature range prior to credit application, reflecting the intrinsic thermal efficiency advantage of LPG-fired slow pyrolysis at 500 • C relative to industrial rotary kiln activation at 700-900 • C.”
Quote in the paperSubstantial claim - Interpretationreasoning
The small monetary value of SDG 13 can be mostly explained by the relatively low price of carbon credits in Thailand.
“Despite the small monetary value of SDG 13, this can be mostly explained by the relatively low price of carbon credits in Thailand.”
Quote in the paperSubstantial claim - Interpretationown data
The elevated stable carbon content indicates the formation of a highly stable aromatic carbon matrix during co-pyrolysis at 500°C.
“Furthermore, the high carbon sequestration credit reflected the elevated stable carbon content of SPB-500 (84.43% C; H/C org = 0.022), indicating the formation of a highly stable aromatic carbon matrix during co-pyrolysis at 500 • C.”
Quote in the paperSubstantial claim - Interpretationown data
Social value creation occurred in a variety of outcome categories instead of relying on one single category.
“As evidenced by the findings, social value creation occurred in a variety of outcome categories instead of relying on one single category.”
Quote in the paperNot a substantial claim - Interpretationreasoning
The comparatively low pyrolysis temperature constrains gross energy consumption such that the SPB-500 gross GWP100 remains below the mid-range of GAC even before credit streams are applied.
“Third, the comparatively low pyrolysis temperature constrains gross energy consumption such that the SPB-500 gross GWP100 remains below the mid-range of GAC even before credit streams are applied (Figure 5b).”
Quote in the paperSubstantial claim - Interpretationcitation
Human-Toxicity Potential (HTP) for SPB-500 is low (LPG combustion with post-combustion control).
“Human-Toxicity Potential (HTP) | Qualitative | Low (LPG combustion with post-combustion control) | Moderate (chemical activation and coal-derived emissions) [35] | Lower (qualitative benchmark)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [35] Jin, 2018, A holistic review of off-site construction literature published between 2008 and 2018, J. Clean. Prod. source
- Interpretationown data
Improvements in water quality and public health clearly stood out as the main factors of social return.
“However, improvements in water quality and public health clearly stood out as the main factors of social return.”
Quote in the paperSubstantial claim - Interpretationown data
Water quality improvement and public health improvement can be viewed as the primary social value-generating activities.
“Thus, water quality improvement and the improvement in public health can be viewed as the primary social value-generating activities.”
Quote in the paperSubstantial claim - Interpretationreasoning
The small contribution of carbon sequestration can be attributed to the relatively low cost of carbon credits in Thailand rather than limitations in SPB-500's carbon storage capacity.
“This finding can be attributed to the relatively low cost of carbon credits in Thailand as opposed to any limitations in the capacity of SPB-500 for carbon storage.”
Quote in the paperSubstantial claim - Interpretationcitation
Land use for SPB-500 is negligible (waste-derived feedstocks).
“Land use | Qualitative | Negligible (waste-derived feedstocks) | Low-moderate (biomass cultivation/mining) [29,36] | Lower”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [29] Intergovernmental Panel on Climate Change (IPCC) (2023). Climate Change 2021—The Physical Science Basis: Working Group I Contribution to the Sixth Assessment Report of the Intergovernmental Panel On Climate Change, Cambridge University Press. source
- cites [36] Eggleston, H.S., Buenida, L., Miwa, K., Ngara, T., and Tanabe, K. (2006). 2006 IPCC Guidelines for National Greenhouse Gas Inventories, IGES. Available online: https://www.ipcc-nggip.iges.or.jp/public/2006gl/.
- Interpretationcitation
Based on literature benchmarking, the SPB-500 production pathway is expected to exhibit lower eutrophication and human-toxicity burdens than commercial activated carbon production.
“Based on literature benchmarking, the SPB-500 production pathway is expected to exhibit lower eutrophication and human-toxicity burdens than commercial-activated carbon production; however, quantitative midpoint characterization was beyond the scope of the present study.”
Quote in the paperNot a substantial claim - Interpretationown data
This level of production cost makes SPB-500 competitive compared to the market price of activated carbons due to its low cost.
“This level of production cost makes SPB-500 competitive compared to the market price of activated carbons due to its low cost.”
Quote in the paperSubstantial claim - Interpretationreasoning
The social- and credit-adjusted net GHG balance under the evaluated scenario derived from this project outweighs the investment.
“Therefore, it can be argued that social-and credit-adjusted net GHG balance under the evaluated scenario derived from this project outweighs the investment.”
Quote in the paperSubstantial claim - Interpretationcitation
Freshwater Eutrophication Potential (FEP) for SPB-500 is low (no chemical activation reagents).
“Freshwater Eutrophication Potential (FEP) | Qualitative | Low (no chemical activation reagents) | Moderate (KOH/ZnCl 2 activation) [34] | Lower (qualitative benchmark)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [34] Yahya, 2015, Agricultural bio-waste materials as potential sustainable precursors used for activated carbon production: A review, Renew. Sustain. Energy Rev. source
- Interpretationown data
Community-scale co-pyrolysis can be considered a promising approach to valorize problematic waste streams and turn them into value-added products.
“In spite of the fact that this study focuses only on gate-to-gate environmental impacts and social valuation based on a five-year period, the conclusions made based on the findings clearly suggest that community-scale co-pyrolysis can be considered a promising approach to valorize problematic waste streams and turn them into value-added products.”
Quote in the paperNot a substantial claim - Study design and conductown data
No specific end-of-life pathway for spent Cu-loaded SPB-500 was explicitly modeled in the environmental screening assessment.
“No specific EOL pathway, such as regeneration, heavy-metal stabilization, landfill disposal, incineration, or beneficial reuse of spent Cu-loaded SPB-500, was explicitly modeled in this screening assessment.”
Quote in the paperSubstantial claim - Interpretationreasoning
The comparatively low GWP100 was attributed to the lower thermal energy demand of LPG-fired pyrolysis at 500°C relative to conventional high-temperature-activated carbon production.
“The comparatively low GWP100 was attributed to the lower thermal energy demand of LPG-fired pyrolysis at 500 • C relative to conventional high-temperature-activated carbon production.”
Quote in the paperSubstantial claim - Interpretationown data
The results suggest that co-pyrolysis of sawdust and PP waste at 500°C has the capability to address waste valorization, environmental protection, and socioeconomic benefits simultaneously.
“The results suggest that co-pyrolysis of sawdust and PP waste at 500 • C has the capability to address waste valorization, environmental protection, and socioeconomic benefits simultaneously.”
Quote in the paperSubstantial claim - Interpretationreasoning
A one-to-one substitution between SPB-500 and commercial-grade GAC cannot be performed without evaluating adsorption capacity, breakthrough curve performance during continuous flow, regeneration efficiency, adsorbent lifetime, interaction with real water matrix, and costs per unit mass of contaminants removed.
“This implies that, since there might be variations in performance between SPB-500 and commercial-grade GAC, a one-to-one substitution cannot be performed without evaluating adsorption capacity, breakthrough curve performance during continuous flow, efficiency of regeneration, adsorbent lifetime, interaction with the matrix of real water, and costs per-unit mass of contaminants removed.”
Quote in the paperSubstantial claim - Interpretationreasoning
SPB-500 will always have significantly less carbon footprint compared to standard activated carbon production.
“Any changes in these values would have an impact on the scale of credits that could be gained, but it can be said with certainty that SPB-500 will always have significantly less carbon footprint compared to standard AC production.”
Quote in the paperSubstantial claim - Study design and conductcitation
Emission factors were sourced exclusively from internationally recognized and peer-reviewed databases: IPCC 2006 Guidelines, IPCC AR6 2021, and the Thailand Greenhouse-Gas Management Organization 2022 national grid emission factor.
“Emission factors were sourced exclusively from internationally recognized and peer-reviewed databases, specifically the IPCC 2006 Guidelines for National Greenhouse-Gas Inventories, the IPCC Sixth Assessment Report (AR6, 2021) [29], and the Thailand Greenhouse-Gas Management Organization (TGO, 2022) [30] national grid emission factor.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [29] Intergovernmental Panel on Climate Change (IPCC) (2023). Climate Change 2021—The Physical Science Basis: Working Group I Contribution to the Sixth Assessment Report of the Intergovernmental Panel On Climate Change, Cambridge University Press. source
- cites [30] Thailand Greenhouse Gas Management Organization (TGO) (2026, May 15). Emission Factor from Electricity Generation/Consumption for Greenhouse Gas Mitigation Projects and Activities, Available online: https://ghgreduction.tgo.or.th/en/premium-t-ver-download/download/6966/3801/32.html.
- Interpretationown data
Public health and water quality benefits played a significant role in the overall benefits of the proposed deployment framework.
“Overall, O1 and O2 were responsible for creating around 66.9% of social value generated by the project, which indicated that public health and water quality benefits played a significant role in the overall benefits of the”
Quote in the paperSubstantial claim - Study design and conductown data
End-of-life stages and upstream background processes were excluded from the environmental screening system boundary because site-specific inventory data were not available.
“Endof-life (EOL) stages including spent adsorbent regeneration and disposal and upstream background processes (feedstock cultivation, transportation to site) are excluded from the system boundary in this screening assessment, as site-specific inventory data for these stages were not available.”
Quote in the paperSubstantial claim - Interpretationreasoning
Under the in-house use case, SPB-500 could replace commercial-grade granular activated carbon (GAC) to some extent in heavy-metal adsorption applications.
“Under the in-house use case, SPB-500 could replace commercial-grade granular-activated carbon (GAC) to some extent in applications for heavy-metal adsorption.”
Quote in the paperSubstantial claim - Premisecitation
Biochar yield at 500°C is ~35% w/w of feedstock.
“Estimated SPB yield at 500 • C (~35% w/w) [27] | 350 g per batch”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [27] Roberts, 2010, Life cycle assessment of biochar systems: Estimating the energetic, economic, and climate change potential, Environ. Sci. Technol. source
- Premisecitation
Landfill CH4 emission factor for sawdust is 0.698 kg CO2e per kg sawdust.
“Landfill CH 4 from sawdust decomposition | kg CO 2 e kg -1 sawdust | EF saw | 0.698 | IPCC 2006, Vol.5; GWP100 (CH 4 ) = 27.9 AR6 [29]”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [29] Intergovernmental Panel on Climate Change (IPCC) (2023). Climate Change 2021—The Physical Science Basis: Working Group I Contribution to the Sixth Assessment Report of the Intergovernmental Panel On Climate Change, Cambridge University Press. source
- Interpretationcitation
SPB-500 has lower land use than commercial GAC (low-moderate, biomass cultivation/mining).
“Land use | Qualitative | Negligible (waste-derived feedstocks) | Low-moderate (biomass cultivation/mining) [29,36] | Lower”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [29] Intergovernmental Panel on Climate Change (IPCC) (2023). Climate Change 2021—The Physical Science Basis: Working Group I Contribution to the Sixth Assessment Report of the Intergovernmental Panel On Climate Change, Cambridge University Press. source
- cites [36] Eggleston, H.S., Buenida, L., Miwa, K., Ngara, T., and Tanabe, K. (2006). 2006 IPCC Guidelines for National Greenhouse Gas Inventories, IGES. Available online: https://www.ipcc-nggip.iges.or.jp/public/2006gl/.
- Premisecitation
Thai grid electricity emission factor is 0.5765 kg CO2e per kWh.
“Thai grid electricity | kg CO 2 e kWh -1 | EF elec | 0.5765 | TGO Thailand 2022 [30]”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [30] Thailand Greenhouse Gas Management Organization (TGO) (2026, May 15). Emission Factor from Electricity Generation/Consumption for Greenhouse Gas Mitigation Projects and Activities, Available online: https://ghgreduction.tgo.or.th/en/premium-t-ver-download/download/6966/3801/32.html.
- Premisecitation
Open burning of PP plastic waste emission factor is 2.83 kg CO2e per kg PP.
“Open burning of PP plastic waste | kg CO 2 e kg -1 PP | EF PP | 2.83 | IPCC 2006, Vol.5, Annex 3 [29]”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [29] Intergovernmental Panel on Climate Change (IPCC) (2023). Climate Change 2021—The Physical Science Basis: Working Group I Contribution to the Sixth Assessment Report of the Intergovernmental Panel On Climate Change, Cambridge University Press. source
- Interpretationcitation
SPB-500 has lower HTP than commercial GAC (moderate, chemical activation and coal-derived emissions).
“Human-Toxicity Potential (HTP) | Qualitative | Low (LPG combustion with post-combustion control) | Moderate (chemical activation and coal-derived emissions) [35] | Lower (qualitative benchmark)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [35] Jin, 2018, A holistic review of off-site construction literature published between 2008 and 2018, J. Clean. Prod. source
- Interpretationcitation
GWP100 per g Cu2+ removed for SPB-500 (0.047 g CO2e/g Cu2+) is within the lower reported range (0.044-0.113 g CO2e/g Cu2+).
“GWP100 per g Cu 2+ removed (functional unit basis) | g CO 2 e g -1 Cu 2+ removed | 0.047 | 0.044-0.113 [33] | Within lower reported range”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [33] Bayer, 2005, Economical and ecological comparison of granular activated carbon (gac) adsorber refill strategies, Water Res. source
- Interpretationcitation
Net GWP100 of SPB-500 (+3.082 kg CO2e/kg) is approximately 0.4-5.9 kg CO2e/kg lower than commercial GAC (3.5-9.0 kg CO2e/kg, no consequential credits).
“Net GWP100 (hybrid scenario-based) | kg CO 2 e kg -1 | +3.082 | 3.5-9.0 (no consequential credits) [29] | Approximately 0.4-5.9 kg CO 2 e kg -1 lower”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [29] Intergovernmental Panel on Climate Change (IPCC) (2023). Climate Change 2021—The Physical Science Basis: Working Group I Contribution to the Sixth Assessment Report of the Intergovernmental Panel On Climate Change, Cambridge University Press. source
- Premisereasoning
Carbon sequestration in stable biochar emission factor is -3.667 kg CO2e per kg C.
“Carbon sequestration in stable biochar | kg CO 2 e kg -1 C in biochar | EF Cseq | -3.667 | Stoichiometric: 44/12 CO 2 :C ratio”
Quote in the paperSubstantial claim - Interpretationcitation
SPB-500 has lower FEP than commercial GAC (moderate, KOH/ZnCl2 activation).
“Freshwater Eutrophication Potential (FEP) | Qualitative | Low (no chemical activation reagents) | Moderate (KOH/ZnCl 2 activation) [34] | Lower (qualitative benchmark)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [34] Yahya, 2015, Agricultural bio-waste materials as potential sustainable precursors used for activated carbon production: A review, Renew. Sustain. Energy Rev. source
- It may state two separate claims as one. 43
- Probably not a substantial claim. 27
- The quote only partly states this claim. 1
It may state two separate claims as one.
PremisecitationCo-pyrolysis of lignocellulosic biomass and plastic waste has reported thermochemical synergies: hydrogen-rich volatile compounds from PP decomposition enhance bio-oil quality and yield, while the lignocellulosic matrix of sawdust promotes stable carbonaceous biochar formation.
“Co-pyrolysis of lignocellulosic biomass and plastic waste has attracted increasing research attention owing to reported thermochemical synergies during thermal degradation: hydrogen-rich volatile compounds released during PP decomposition enhance bio-oil quality and yield, whilst the lignocellulosic matrix of sawdust promotes stable carbonaceous biochar formation”
Quote in the paperSubstantial claim1 of 3 sources checked- cites [8] Hongthong, 2024, Enhanced biochar production via co-pyrolysis of biomass residual with plastic waste after recycling process, Int. J. Chem. Eng. source
Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured - cites [11] Esso, 2022, Review on synergistic effects during co-pyrolysis of biomass and plastic waste: Significance of operating conditions and interaction mechanism, Biomass Bioenergy source
- cites [12] Hu, 2024, The effect of co-pyrolysis of bamboo waste and polypropylene on biomass deoxygenation and carbonization processes, Energy source
Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
PremisecitationSawdust is a lignocellulosic byproduct composed mainly of cellulose, hemicellulose, and lignin and is an additional challenging waste stream in wood-based processing industries.
“Sawdust is one such lignocellulosic byproduct made up mainly of cellulose, hemicellulose, and lignin that serves as an additional yet challenging waste stream in wood-based processing industries”
Quote in the paperNot a substantial claim1 of 2 sources checked- cites [2] PlasticsEurope (2026, May 02). Plastics—The Facts 2024. PlasticsEurope. Available online: https://plasticseurope.org/knowledge-hub/plastics-the-fast-facts-2024/.
- cites [6] Oony-Iye, A., Ebhodaghe, S., and Ogbeide, S. (2025). Modelling and simulation of mixed sawdust pyrolysis using Aspen Plus® software. Eur. J. Sustain. Dev. Res., 9. source
The Introduction identifies mixed wood sawdust as lignocellulosic biomass whose three main components are cellulose, hemicellulose and lignin; the Results measure all three in a sawmill sample. The Collection and Preparation section establishes the sawmill origin, but the passages do not describe sawdust as an additional, challenging waste stream for wood-processing industries. (LLM, conf=0.86)
Experimental — accuracy not yet measured
It may state two separate claims as one.
PremisecitationSuch practices result in continuous soil and water pollution, release particulates, and direct emissions of greenhouse gases, which together impose negative health impacts on communities and act as a source of climate forcing.
“Such practices result in continuous soil and water pollution, release particulates, and direct emissions of greenhouse gases, which together impose negative health impacts on communities and act as a source of climate forcing”
Quote in the paperSubstantial claim1 of 2 sources checked- cites [4] Xayachak, 2022, Pyrolysis for plastic waste management: An engineering perspective, J. Environ. Chem. Eng. source
- cites [5] Chasioti, A., and Zabaniotou, A. (2024). An industrial perspective for sustainable polypropylene plastic waste management via catalytic pyrolysis—A technical report. Sustainability, 16. source
It may state two separate claims as one.
PremisecitationSPB-500 exhibits rapid equilibrium, favorable Freundlich isotherm behavior, pseudo-second-order kinetics, and good regeneration stability.
“rapid equilibrium, favorable Freundlich isotherm behavior, pseudo-second-order kinetics, and good regeneration stability”
Quote in the paperSubstantial claim1 of 1 sources checked- cites [25] Kreetachat, 2026, Co-pyrolyzed sawdust–polypropylene biochar as a sustainable adsorbent for heavy-metal removal in wastewater, Appl. Water Sci. source
The Results and discussion report favorable adsorption according to Freundlich parameters, a high-correlation pseudo-second-order fit, and SPB-500 retaining about 73% adsorption efficiency after five regeneration cycles. They describe rapid initial uptake in the first 30–40 minutes followed by a slower approach to equilibrium, not rapid attainment of equilibrium. Freundlich and conventional pseudo-second-order models were not the best-fitting models. (LLM, conf=0.86)
Experimental — accuracy not yet measured
It may state two separate claims as one.
Findingown dataThe base-case SROI ratio is smaller than the former estimate based on the old investment base but still exceeds one, showing positive SROI.
“While it is smaller compared to the former estimate based on the old investment base, this number still exceeds one, which shows that the SROI is positive.”
Quote in the paperSubstantial claimIt may state two separate claims as one.
FindingreasoningWith a revised total investment of 4,342,000 THB, the base-case SROI would be 1.39:1, implying a net gain of about 1.39 THB in social, environmental, and economic value for each 1 THB invested.
“With a revised total investment of 4,342,000 THB (Table 10), the base-case SROI would be 1.39:1, implying that for each 1 THB invested into a project, there would be generated a net gain of about 1.39 THB in terms of social, environmental, and economic value.”
Quote in the paperSubstantial claimIt may state two separate claims as one.
Findingown dataFurther contributions to social value creation were knowledge generation (O9; 7.6%; 0.46 million THB), skill development and employment creation (O5 + O6; 3.7%; 0.23 million THB), reduction in compliance risks (O8; 3.3%; 0.20 million THB), and carbon sequestration (O7; 0.2%; 0.01 million THB).
“In addition, further contributions were made to social value creation through knowledge generation (O9; 7.6%; 0.46 million THB), skill development and employment creation (O5 + O6; 3.7%; 0.23 million THB), reduction in compliance risks (O8; 3.3%; 0.20 million THB), and carbon sequestration (O7; 0.2%; 0.01 million THB).”
Quote in the paperSubstantial claimIt may state two separate claims as one.
Findingown dataImprovements in water quality (O1) dominated the total PV (46.1%; 2.78 million THB), followed by reduction in health risks (O2) contributing 20.7% (1.25 million THB).
“Improvements in water quality (O1) continued dominating the total PV (46.1%; 2.78 million THB), followed by reduction in health risks (O2) that contributed 20.7% of the total PV (1.25 million THB).”
Quote in the paperSubstantial claimIt may state two separate claims as one.
Findingown dataPost-combustion of pyrolysis vapors, gases, and bio-oil contributed +2.890 kg CO2e per kg SPB-500, or 32.9% of gross emissions.
“These emissions originated from three sources: LPG combustion (+3.410 kg CO 2 e kg -1 ; 38.9%), electricity consumption during feedstock drying (+2.471 kg CO 2 e kg -1 ; 28.2%), and post-combustion of pyrolysis vapors, gases, and bio-oil (+2.890 kg CO 2 e kg -1 ; 32.9%).”
Quote in the paperNot a substantial claimIt may state two separate claims as one.
Findingown dataOn a performance-normalized basis, the GWP100 of SPB-500 was 0.047 g CO2e per g Cu2+ removed, within the lower range reported for commercial GAC.
“On a performance-normalized basis, the GWP100 of 0.047 g CO 2 e g -1 Cu 2+ removed was within the lower range reported for commercial GAC.”
Quote in the paperSubstantial claimIt may state two separate claims as one.
Findingown dataEnvironmental waste-diversion benefits (O3 and O4) were responsible for 18.4% of PV, whereas employment creation and skills development (O5 and O6) for 3.7%.
“Environmental waste-diversion benefits (O3 and O4) were responsible for 18.4% of PV, whereas employment creation and skills development (O5 and O6) for 3.7%.”
Quote in the paperNot a substantial claimIt may state two separate claims as one.
Findingown dataLPG combustion contributed +3.410 kg CO2e per kg SPB-500, or 38.9% of gross emissions.
“These emissions originated from three sources: LPG combustion (+3.410 kg CO 2 e kg -1 ; 38.9%), electricity consumption during feedstock drying (+2.471 kg CO 2 e kg -1 ; 28.2%), and post-combustion of pyrolysis vapors, gases, and bio-oil (+2.890 kg CO 2 e kg -1 ; 32.9%).”
Quote in the paperNot a substantial claimIt may state two separate claims as one.
Findingown dataElectricity consumption during feedstock drying contributed +2.471 kg CO2e per kg SPB-500, or 28.2% of gross emissions.
“These emissions originated from three sources: LPG combustion (+3.410 kg CO 2 e kg -1 ; 38.9%), electricity consumption during feedstock drying (+2.471 kg CO 2 e kg -1 ; 28.2%), and post-combustion of pyrolysis vapors, gases, and bio-oil (+2.890 kg CO 2 e kg -1 ; 32.9%).”
Quote in the paperNot a substantial claimIt may state two separate claims as one.
Findingown dataSDG 6 received the largest share (46.1%) of total social value, followed by SDG 3 with 20.7% and SDG 12 with 18.4% as a result of environmental outcomes.
“SDG 6 (clean water and sanitation) received the largest share (46.1%) of the total social value, followed by SDG 3 (good health and well-being) with 20.7% and SDG 12 (responsible consumption and production) with 18.4% as a result of environmental outcomes.”
Quote in the paperSubstantial claimIt may state two separate claims as one.
Findingown dataThe environmental screening of SPB-500 shows total gate-to-gate emissions of 8.771 kg CO2e per kg SPB-500, with the highest contribution from the LPG combustion stage.
“The environmental screening of SPB-500 shows the total gate-to-gate emissions of 8.771 kg CO 2 e per kg SPB-500 with the highest contribution from the LPG combustion stage.”
Quote in the paperSubstantial claimIt may state two separate claims as one.
Findingown dataAdditional contributions to UN SDGs were observed for SDG 17 with 7.6%, SDG 8 with 3.7%, and SDG 13 with 0.2%.
“Additional contribution to the achievement of UN SDGs was observed for SDG 17 (partnerships for the goals) with 7.6%, SDG 8 (decent work and economic growth) with 3.7%, and SDG 13 (climate action) with 0.2%.”
Quote in the paperNot a substantial claimIt may state two separate claims as one.
Findingown dataSocial return on investment analysis gives a ratio of 1.39:1 and a five-year NPV of 6.03 million THB.
“Social return on investment analysis gives a ratio of 1.39:1 and five-year NPV of 6.03 million THB.”
Quote in the paperSubstantial claimIt may state two separate claims as one.
FindingreasoningWith an expected SPB-500 production cost of 8.8 USD/kg, annual production costs would be 10,560 USD/year, leading to net savings of about 85,440 USD/year.
“Nevertheless, with the expected production cost of SPB-500 of 8.8 USD kg -1 , the annual production costs would be 10,560 USD year -1 , thus leading to net savings of about 85,440 USD year”
Quote in the paperSubstantial claimIt may state two separate claims as one.
Findingown dataHealth risk reduction (O2) had 20.7% share of total PV, followed by sawdust diversion (O3) with 15.3%.
“It was followed by health risk reduction (O2; 20.7%) and sawdust diversion (O3; 15.3%).”
Quote in the paperSubstantial claimIt may state two separate claims as one.
Findingnone givenEnvironmental health benefits are the largest monetized benefits and constitute more than half of the social value created.
“Environmental health benefits are the largest monetized benefits and constitute more than half of the social value created.”
Quote in the paperNot a substantial claimIt may state two separate claims as one.
FindingreasoningThe hybrid scenario-based net greenhouse-gas balance of SPB-500 (+3.082 kg CO2e/kg) is lower than the profiles of commercial GAC (+3.5 to +9.0), PAC (+4.0 to +10.0), and commercial biochar (-0.5 to +3.0), supporting its potential application under the evaluated scenario.
“As illustrated in Figure 5a, the hybrid scenario-based net greenhouse-gas balance of SPB-500 (+3.082 kg CO 2 e kg -1 ) is less sharp than the scenario-based greenhouse-gas assessment profiles of commercial GAC (+3.5 to +9.0 kg CO 2 e kg -1 ), PAC (+4.0 to +10.0 kg CO 2 e kg -1 ), and commercial biochar (-0.5 to +3.0 kg CO 2 e kg -1 ), supporting its potential application under the evaluated”
Quote in the paperSubstantial claimIt may state two separate claims as one.
FindingcitationWaste-input classification of both feedstocks under ISO 14044 Annex B eliminates all upstream production burdens and generates two avoided-emission credits: landfill CH4 avoidance (-1.596 kg CO2e/kg) and PP open-burning avoidance (-1.616 kg CO2e/kg).
“First, waste-input classification of both feedstocks under ISO 14044 Annex B eliminates all upstream production burdens and generates two avoided-emission credit landfill CH 4 avoidance (-1.596 kg CO 2 e kg -1 ) and PP openburning avoidance (-1.616 kg CO 2 e kg -1 ), which is a structural advantage unavailable to fossil-derived or virgin-biomass adsorbents.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites ISO 14044 Annex B
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- The authors state this as an assumption: Landfill methane emissions are reduced by diverting sawdust.
- The authors state this as an assumption: Open burning emissions are reduced by diverting polypropylene.
It may state two separate claims as one.
Findingown dataThe SS-based pyrolysis reactor was the highest CAPEX component (54.3%), followed by the drying unit, the LPG burner, and other components.
“the SS-based pyrolysis reactor was the highest component (54.3%) of the expense, followed by the drying unit, the LPG burner, and other components”
Quote in the paperNot a substantial claimIt may state two separate claims as one.
Findingown dataLabor was the largest OPEX component (72.4%), followed by maintenance, LPG consumption, and electrical power consumption; no raw material cost was included.
“Labor was the biggest OPEX (72.4%) followed by maintenance, LPG consumption, and electrical power consumption, whereas no expenses were considered for the cost of the raw materials due to their nature being waste materials”
Quote in the paperSubstantial claimIt may state two separate claims as one.
Findingown dataSPB-500 production can be realized using a custom-designed LPG-fired pyrolysis unit with an initial capital cost of 46,000 THB (1286 USD) and an operational cost of 316 THB/kg (8.8 USD/kg) at a biochar yield of about 35% (w/w).
“From the results of the techno-economic analysis, it can be concluded that the production of SPB-500 can be realized using a custom-designed LPG-fired pyrolysis unit with a relatively low initial capital cost of 46,000 THB (1286 USD) and an operational cost of 316 THB kg -1 (8.8 USD kg -1 ) at a biochar yield of about 35% (w/w).”
Quote in the paperSubstantial claimIt may state two separate claims as one.
Findingown dataUnder the proposed system, cumulative cash flow becomes positive and the initial investment is paid back within the first month of operation.
“As seen from Figure 4c, the revenue grows gradually in time, whereas operating costs are rather low, leading to rapid positive cash flow and payback of the initial investment even within the first month.”
Quote in the paperSubstantial claimIt may state two separate claims as one.
Findingown dataIn the revised case scenario, the overall five-year PV of all outcomes reached 6,025,841 THB against an overall investment of 4,342,000 THB, resulting in an SROI ratio of 1.39:1 in the base-case scenario.
“In the revised case scenario, the overall five-year PV of all outcomes reached 6,025,841 THB against the overall investment of 4,342,000 THB, resulting in an SROI ratio of 1.39:1 in the base-case scenario.”
Quote in the paperSubstantial claimIt may state two separate claims as one.
Findingown dataH/Corg of SPB-500 is 0.022, confirming <0.4.
“H/C org (0.022) calculated confirmed <0.4 for SPB-500 sample.”
Quote in the paperSubstantial claimThe quote only partly states this claim.
Findingown dataTotal adjusted value of outcomes in year 1 is 1,427,532 THB.
“Total | | | | | | | 1,427,532”
Quote in the paperNot a substantial claim- The authors state this as an assumption: Avoided bottled-water expenditure for 50 households is valued at 750,000 THB/yr.
- The authors state this as an assumption: Avoided air pollution cost from sawdust diversion is valued at 280,000 THB/yr, based on PM2.5 health price of 35 USD/t and CO2e carbon impact.
- The authors state this as an assumption: Avoided landfill and marine pollution cost from PP diversion is valued at 62,000 THB/yr, based on 250 USD/t social cost.
- The authors state this as an assumption: Value of equivalent vocational training is 30,000 THB/yr.
- The authors state this as an assumption: Carbon credit price is 35 USD/t CO2e (Thai voluntary carbon market estimate).
- The authors state this as an assumption: Average environmental violation fine avoided is 120,000 THB/yr (PCD Thailand, solid waste).
- The authors state this as an assumption: Knowledge and research value is estimated at 200,000 THB/yr (bibliometric proxy).
- The authors state this as an assumption: The SROI analysis applies dead-weight, attribution, and drop-off adjustment factors to outcome values (e.g., 5-30% dead-weight, 70-100% attribution, 0-20% drop-off).
- Rests on an assumption: The project produces 1200 kg SPB per year.
It may state two separate claims as one.
Interpretationown dataSPB-500 co-pyrolysis has the potential to be an economically accessible and socially beneficial waste-valorization technology under the evaluated scenario, supporting its potential application in decentralized heavy-metal remediation in resource-constrained communities.
“Collectively, these findings suggest that SPB-500 co-pyrolysis has the potential to be an economically accessible and socially beneficial waste-valorization technology under the evaluated scenario, supporting its potential application in decentralized heavy-metal remediation in resource-constrained communities.”
Quote in the paperSubstantial claim- Rests on an assumption: Sawdust waste is produced in large volumes in sawmills and furniture factories in Chaiyaphum province, Thailand, and is disposed of through unregulated incineration due to lack of proper collection and energy recovery systems.
- The authors state this as an assumption: SPB-500 achieves up to approximately 90% heavy-metal removal under the experimental operating conditions (adsorbent dosage of 1 g per 100 mL and inlet Cu2+ concentrations up to 200 mg L−1).
- The authors state this as an assumption: Five regeneration cycles maintain ≥73% removal efficiency.
- The authors state this as an assumption: Without the project, contaminated wastewater would be discharged to adjacent waterways.
- The authors state this as an assumption: Sawdust and PP waste would otherwise be openly burned and landfill-disposed, respectively.
- The authors state this as an assumption: Two full-time equivalent positions are generated over the operational period.
Probably not a substantial claim. The paper’s conclusions may not depend on it.
PremisecitationPolypropylene constitutes approximately 20% of total global plastic output.
“polypropylene (PP) constituting approximately 20% of total output”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [1] OECD (2022). Global Plastics Outlook: Economic Drivers, Environmental Impacts and Policy Options, OECD Publishing. source
- cites [2] PlasticsEurope (2026, May 02). Plastics—The Facts 2024. PlasticsEurope. Available online: https://plasticseurope.org/knowledge-hub/plastics-the-fast-facts-2024/.
It may state two separate claims as one.
PremisecitationA substantial proportion of post-consumer PP waste falls outside formal recycling infrastructure, particularly in low- and middle-income countries, where inadequate collection systems result in open dumping, uncontrolled burning, and landfill disposal.
“a substantial proportion of post-consumer PP waste falls outside formal recycling infrastructure, particularly in low-and middle-income countries, where inadequate collection systems result in open dumping, uncontrolled burning, and landfill disposal”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [3] OECD (2026, January 13). Environment. Available online: https://www.oecd.org/environment/plastic-waste-to-almost-triple-by-2060.htm.
It may state two separate claims as one.
PremisecitationMost community-scale research considers only one type of heating and provides insufficient information about the sustainability of a specific combination of fuels.
“most community-scale research considers only one type of heating and provides insufficient information about the sustainability of a specific combination of fuels”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [19] Hasan, 2024, An aspen plus process simulation model for exploring the feasibility and profitability of pyrolysis process for plastic waste management, J. Environ. Manag. source
- cites [20] Nistor, 2022, Modeling and optimization of acid orange 7 adsorption process using magnetite/carbon nanocomposite, Sustain. Chem. Pharm. source
Probably not a substantial claim. The paper’s conclusions may not depend on it.
PremisecitationGlobal plastic production has exceeded 400 million tons per year.
“Global plastic production has exceeded 400 million tons per year”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [1] OECD (2022). Global Plastics Outlook: Economic Drivers, Environmental Impacts and Policy Options, OECD Publishing. source
- cites [2] PlasticsEurope (2026, May 02). Plastics—The Facts 2024. PlasticsEurope. Available online: https://plasticseurope.org/knowledge-hub/plastics-the-fast-facts-2024/.
It may state two separate claims as one.
Study design and conductown dataThe SROI analysis did not consider data gathered through social impact assessment, stakeholders' opinions, or local authorities.
“The analysis did not consider any data gathered through social impact assessment or stakeholders' opinions or even information from the local authorities.”
Quote in the paperSubstantial claimIt may state two separate claims as one.
Interpretationown dataThe scenario-based techno-economic analysis indicates a short estimated payback period under the assumed production capacity and selling price, suggesting favorable economic potential for future community-scale implementation.
“Moreover, the scenario-based techno-economic analysis indicates a short, estimated payback period under the assumed production capacity and selling price, suggesting favorable economic potential for future community-scale implementation.”
Quote in the paperSubstantial claimProbably not a substantial claim. The paper’s conclusions may not depend on it.
Study design and conductreasoningSROI figures should be regarded as scenario-based estimates rather than actual social impacts.
“They should thus be regarded as estimates, based on scenarios, rather than being seen as actual social impacts.”
Quote in the paperNot a substantial claimProbably not a substantial claim. The paper’s conclusions may not depend on it.
Study design and conductown dataThe payback analysis is a preliminary screening-level economic evaluation based on laboratory-scale production data and a hypothetical annual production volume.
“the above payback analysis constitutes only a preliminary screening-level economic evaluation made with respect to the current laboratory-scale production data and a hypothetical annual production volume”
Quote in the paperNot a substantial claimProbably not a substantial claim.
InterpretationreasoningBenefits such as water quality improvements, health risk reductions, waste management benefits, and employment creation remained constant throughout the assessment period.
“Accordingly, benefits such as water quality improvements, health risk reductions, waste management benefits, and employment creation remained constant throughout the assessment period.”
Quote in the paperSubstantial claimProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
Interpretationnone givenThe relatively small contribution of O7 is caused by the current undervaluation of carbon credits in the Thai voluntary carbon market and not by limitations in SPB-500's ability to store carbon.
“In this regard, it should be acknowledged that the relatively small contribution of O7 is caused by the current undervaluation of carbon credits in the Thai voluntary carbon market and not because of some limitations in SPB-500 ′ s ability to store carbon.”
Quote in the paperNot a substantial claimProbably not a substantial claim. It may be too vague to check against evidence. The paper’s conclusions may not depend on it. It may state two separate claims as one.
Study design and conductnone givenThese results represent screening-level estimates and should be validated through pilot-scale operation and detailed financial analyses before commercialization.
“However, these results represent screening-level estimates and should be validated through pilot-scale operation and detailed financial analyses before commercialization.”
Quote in the paperNot a substantial claimProbably not a substantial claim.
Study design and conductnone givenThis study constitutes only a preliminary economic assessment of the technology.
“However, it should be noted that this study only constitutes a preliminary economic assessment of the technology.”
Quote in the paperSubstantial claimIt may state two separate claims as one.
Interpretationown dataEven with conservative assumptions, the social return on investment remained positive (>1.0), providing further evidence that deployment of SPB-500 at the community level would generate overall social and environmental value.
“Even with conservative assumptions, the social return on investment remained positive (>1.0), providing further evidence that the deployment of SPB-500 at the community level would generate overall social and environmental value.”
Quote in the paperSubstantial claimProbably not a substantial claim. It may state two separate claims as one.
Study design and conductnone givenA thorough multi-factorial uncertainty analysis has not yet been undertaken, although a sensitivity analysis was carried out for the SROI evaluation.
“Even though a sensitivity analysis has been carried out for the SROI evaluation, a thorough multi-factorial uncertainty analysis has not yet been undertaken.”
Quote in the paperSubstantial claimProbably not a substantial claim. The paper’s conclusions may not depend on it.
Study design and conductnone givenSROI figures depend on the proxies used and assumptions about attribution, deadweight, displacement, and drop-off.
“These SROI figures depend on the proxies used and the assumptions about attribution, deadweight, displacement, and drop-off.”
Quote in the paperNot a substantial claim- The authors state this as an assumption: The SROI estimates assume specific attribution, deadweight, displacement, and drop-off rates.
Probably not a substantial claim.
Study design and conductreasoningThe reported annual production capacity, techno-economic performance, and SROI outcomes are scenario-based screening estimates intended to evaluate the potential feasibility of community-scale implementation.
“The reported annual production capacity, techno-economic performance, and SROI outcomes are scenario-based screening estimates intended to evaluate the potential feasibility of community-scale implementation.”
Quote in the paperSubstantial claimProbably not a substantial claim. The paper’s conclusions may not depend on it.
Study design and conductnone givenSensitivity analyses were undertaken to examine the validity of the computed SROI ratio under different assumptions.
“sensitivity analyses have been undertaken to examine the validity of the computed SROI ratio under different assumptions”
Quote in the paperNot a substantial claimIt may state two separate claims as one.
InterpretationreasoningThe thermally stable aromatic carbon matrix formed during co-pyrolysis at 500°C permanently sequesters 0.675 kg C per kg SPB over timescales exceeding 100 years, contributing the largest individual credit of -2.477 kg CO2e/kg.
“Second, the thermally stable aromatic carbon matrix formed during co-pyrolysis at 500 • C permanently sequesters 0.675 kg C kg -1 SPB over timescales exceeding 100 years (H/C org ) = 0.022; this is well below the IBI stability threshold of 0.4), contributing the largest individual credit of -2.477 kg CO 2 e kg -1 .”
Quote in the paperSubstantial claim0 of 1 sources checked- cites IBI stability threshold
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- The authors state this as an assumption: Carbon in biochar is stable over the relevant time horizon, including timescales exceeding 100 years.
It may state two separate claims as one.
InterpretationreasoningThe absence of chemical activation reagents is a particularly important advantage because KOH and ZnCl2 activation of GAC generates substantial wastewater treatment burdens and contributes to freshwater eutrophication and ecotoxicity impacts that are entirely absent from the SPB process.
“The absence of chemical activation reagents represents a particularly important advantage, as KOH and ZnCl 2 activation of GAC generates substantial wastewater treatment burdens and contributes to freshwater eutrophication and ecotoxicity impacts that are entirely absent from the SPB process.”
Quote in the paperSubstantial claimProbably not a substantial claim. The paper’s conclusions may not depend on it.
Study design and conductnone givenA comparative evaluation of other fuel sources for cooking, including biomass pellets and natural gas, was beyond the scope of this project.
“Despite having selected LPG for being available, easy to operate, and commonly used in rural areas in Thailand, a comparative evaluation of other fuel sources for cooking, including biomass pellets and natural gas, was beyond the scope of this project.”
Quote in the paperNot a substantial claimProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
Study design and conductnone givenAll experimental, economic, and environmental assessments in this study were based exclusively on the LPG-fired configuration; alternative heating fuels were not evaluated.
“All experimental, economic, and environmental assessments in this study were based exclusively on the LPG-fired configuration used during reactor operation; alternative heating fuels were not evaluated.”
Quote in the paperNot a substantial claimProbably not a substantial claim. The paper’s conclusions may not depend on it.
Study design and conductreasoningThe environmental comparisons should be interpreted as preliminary environmental benchmarks because differences in feedstock, production processes, adsorption performance, and system boundaries may influence reported results.
“These comparisons should be interpreted as preliminary environmental benchmarks because differences in feedstock, production processes, adsorption performance, and system boundaries may influence the reported results.”
Quote in the paperNot a substantial claimProbably not a substantial claim. The paper’s conclusions may not depend on it.
Study design and conductreasoningThe projected annual production capacity of 1200 kg SPB-500/year is a simplified economic scaling study and cannot be assumed as proven production capacity of the laboratory-scale reactor.
“This projection of a production capacity of 1200 kg SPB-500 yr -1 from the technoeconomic analysis is a representation of a simplified economic scaling study and cannot be assumed as the proven production capacity of the reactor tested at a laboratory scale within this study.”
Quote in the paperNot a substantial claimProbably not a substantial claim.
InterpretationreasoningThe comparison in Figure 4d should be interpreted as a preliminary economic and environmental benchmark rather than evidence of direct functional substitutability between SPB-500 and commercial activated carbons.
“In Figure 4d, therefore, the comparison should be interpreted as a preliminary economic and environmental benchmark rather than evidence of direct functional substitutability between SPB-500 and commercialactivated carbons.”
Quote in the paperSubstantial claimProbably not a substantial claim.
Study design and conductnone givenThe projected annual production capacity (1200 kg SPB-500/year), economic performance, and associated SROI results are scenario-based screening estimates derived from a simplified community-scale deployment scenario.
“It should be emphasized that the projected annual production capacity (1200 kg SPB-500 year -1 ), economic performance, and associated SROI results represent scenariobased screening estimates derived from a simplified community-scale deployment scenario.”
Quote in the paperSubstantial claimProbably not a substantial claim.
Study design and conductnone givenThe estimated GHG balance depends on assumptions related to the stability of carbon in biochar, reduced methane from landfills, and reduced emissions from open burning.
“It needs to be recognized that the estimated GHG balance depends on assumptions related to the stability of carbon in biochar, reduced methane from landfills, and reduced emissions from open burning.”
Quote in the paperSubstantial claim- The authors state this as an assumption: Carbon in biochar is stable over the relevant time horizon, including timescales exceeding 100 years.
- The authors state this as an assumption: Landfill methane emissions are reduced by diverting sawdust.
- The authors state this as an assumption: Open burning emissions are reduced by diverting polypropylene.
It may state two separate claims as one.
InterpretationreasoningCompared to activated carbon production, SPB-500 production has lower energy demand and less environmental impacts due to the avoidance of chemical activation.
“Compared to activated carbon production process, SPB-500 production has lower energy demand and less environmental impacts due to the avoidance of chemical activation.”
Quote in the paperSubstantial claimProbably not a substantial claim. It may state two separate claims as one.
Study design and conductreasoningDeadweight rates were set at 0% for carbon sequestration and 30% for compliance-risk reduction to provide a conservative estimation of social value.
“Deadweight rates were set at 0% for carbon sequestration and 30% for compliance-risk reduction in order to provide a conservative estimation of the social value.”
Quote in the paperSubstantial claimProbably not a substantial claim. The paper’s conclusions may not depend on it.
Study design and conductreasoningThese results should not be interpreted as experimentally demonstrated community-scale reactor performance.
“These results are intended to evaluate the potential feasibility of future implementation and should not be interpreted as experimentally demonstrated community-scale reactor performance.”
Quote in the paperNot a substantial claimIt may state two separate claims as one.
Interpretationown dataSPB-500 achieves a scenario-based net GWP100 of +3.082 kg CO2e per kg when avoided waste emission credits are included, making it one of the most environmentally favorable adsorbent options.
“The comparison demonstrates that SPB-500 achieves a scenario-based greenhouse-gas assessment net GWP100 of +3.082 kg CO 2 e kg -1 when avoided waste emission credits are included, making it one of the most environmentally favorable adsorbent options.”
Quote in the paperSubstantial claimProbably not a substantial claim. The paper’s conclusions may not depend on it.
Interpretationown dataKnowledge generation benefits (O9) became less relevant over time because of their annual drop-off rate of 20%.
“Knowledge generation benefits (O9) became less relevant with the passage of time because of their annual drop-off rate of 20%.”
Quote in the paperNot a substantial claimProbably not a substantial claim.
Study design and conductreasoningThese SROI findings should be interpreted based on scenarios because they rely heavily on financial indicators from the literature rather than actual social impact figures obtained through direct engagement with stakeholders.
“These SROI findings should be interpreted based on scenarios because they rely heavily on financial indicators from the literature rather than actual social impact figures obtained through direct engagement with stakeholders.”
Quote in the paperSubstantial claimProbably not a substantial claim.
Interpretationnone givenOutcomes O1-O5 were expected to maintain adjusted benefits throughout the entire five-year period, affected only by annual discounting.
“In particular, the outcomes O1-O5 were expected to maintain the adjusted benefits throughout the entire five years' period, hence being affected only by the annual discounting effect.”
Quote in the paperSubstantial claimProbably not a substantial claim. The paper’s conclusions may not depend on it.
PremisecitationGWP100 of CH4 is 27.9 kg CO2e.
“GWP 100 of CH 4 = 27.9 kg CO 2 e.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [29] Intergovernmental Panel on Climate Change (IPCC) (2023). Climate Change 2021—The Physical Science Basis: Working Group I Contribution to the Sixth Assessment Report of the Intergovernmental Panel On Climate Change, Cambridge University Press. source
Probably not a substantial claim. The paper’s conclusions may not depend on it.
PremisecitationLPG emission factor is 2.983 kg CO2e per kg LPG.
“LPG combustion (stationary) | kg CO 2 e kg -1 LPG | EF LPG | 2.983 | IPCC 2006, Vol.2, Tier 1 [29]”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [29] Intergovernmental Panel on Climate Change (IPCC) (2023). Climate Change 2021—The Physical Science Basis: Working Group I Contribution to the Sixth Assessment Report of the Intergovernmental Panel On Climate Change, Cambridge University Press. source
The paper relies on this without support.
Sawdust waste is produced in large volumes in sawmills and furniture factories in Chaiyaphum province, Thailand, and is disposed of through unregulated incineration due to lack of proper collection and energy recovery systems.
“As witnessed in rural and peri-urban parts of Southeast Asia, and particularly within the Chaiyaphum province of Thailand analyzed in this study, sawdust waste is produced in large volumes in both sawmills and furniture factories, which dispose of this waste through unregulated incineration due to lack of proper collection and energy recovery systems.”
The authors state this as an assumption.
Carbon stored in biochar is stable.
“assumptions regarding the stability of carbon stored in biochar”
The authors state this as an assumption.
Diverting the sawdust waste stream reduces landfill emissions.
“the reduction in the emissions from landfills by diverting the sawdust waste stream”
The authors state this as an assumption.
Open burning of polypropylene waste is prevented, avoiding emissions.
“the prevention of any emissions that might arise due to the open burning of polypropylene waste”
The authors state this as an assumption.
Environmentally sound end-of-life management is capable of preserving long-term carbon storage.
“the carbon-retention credit reported in this study assumes environmentally sound end-of-life (EOL) management capable of preserving long-term carbon storage”
The authors state this as an assumption.
SPB-500 achieves up to approximately 90% heavy-metal removal under the experimental operating conditions (adsorbent dosage of 1 g per 100 mL and inlet Cu2+ concentrations up to 200 mg L−1).
“SPB-500 achieves up to approximately 90% heavy-metal removal under the experimental operating conditions (adsorbent dosage of 1 g per 100 mL and inlet Cu 2+ concentrations up to 200 mg L -1 )”
The authors state this as an assumption.
Five regeneration cycles maintain ≥73% removal efficiency.
“five regeneration cycles maintaining ≥73% removal efficiency”
The authors state this as an assumption.
Without the project, contaminated wastewater would be discharged to adjacent waterways.
“without the project, contaminated wastewater would be discharged to adjacent waterways”
The authors state this as an assumption.
Sawdust and PP waste would otherwise be openly burned and landfill-disposed, respectively.
“sawdust and PP waste would otherwise be openly burned and landfill-disposed, respectively”
The authors state this as an assumption.
Two full-time equivalent positions are generated over the operational period.
“two full-time equivalent positions are generated over the operational period”
The authors state this as an assumption.
Carbon in biochar is stable over the relevant time horizon, including timescales exceeding 100 years.
“It needs to be recognized that the estimated GHG balance depends on assumptions related to the stability of carbon in biochar, reduced methane from landfills, and reduced emissions from open burning.”
The authors state this as an assumption.
Landfill methane emissions are reduced by diverting sawdust.
“It needs to be recognized that the estimated GHG balance depends on assumptions related to the stability of carbon in biochar, reduced methane from landfills, and reduced emissions from open burning.”
The authors state this as an assumption.
Open burning emissions are reduced by diverting polypropylene.
“It needs to be recognized that the estimated GHG balance depends on assumptions related to the stability of carbon in biochar, reduced methane from landfills, and reduced emissions from open burning.”
The authors state this as an assumption.
The SROI estimates assume specific attribution, deadweight, displacement, and drop-off rates.
“These SROI figures depend on the proxies used and the assumptions about attribution, deadweight, displacement, and drop-off.”
The authors state this as an assumption.
The carbon stability factor of 0.80 represents the fraction of biochar carbon that persists in soil over >100 years under temperate conditions.
“Stability factor, 0.80 (IBI content = 0.675 kg C criterion), Stable carbon”
The authors state this as an assumption.
The avoided landfill CH4 and avoided PP open burning credits assume an alternative disposal scenario (landfill for sawdust, open burning for PP).
“Alternative disposal scenario”
The authors state this as an assumption.
Avoided bottled-water expenditure for 50 households is valued at 750,000 THB/yr.
“Avoided bottled-water supply cost only) expenditure (alternative water | 750,000”
The authors state this as an assumption.
Avoided air pollution cost from sawdust diversion is valued at 280,000 THB/yr, based on PM2.5 health price of 35 USD/t and CO2e carbon impact.
“Avoided air pollution cost: PM2.5 health price (35 USD t -1 ) impact + CO 2 e carbon | 280,000”
The authors state this as an assumption.
Avoided landfill and marine pollution cost from PP diversion is valued at 62,000 THB/yr, based on 250 USD/t social cost.
“Avoided landfill cost + avoided marine t -1 social cost) pollution cost (250 USD | 62,000”
The authors state this as an assumption.
Value of equivalent vocational training is 30,000 THB/yr.
“Value of equivalent course (market rate) vocational training | 30,000”
The authors state this as an assumption.
Carbon credit price is 35 USD/t CO2e (Thai voluntary carbon market estimate).
“Carbon credit price: 35 USD t -1 CO 2 e (Thai voluntary carbon | 3707”
The authors state this as an assumption.
Average environmental violation fine avoided is 120,000 THB/yr (PCD Thailand, solid waste).
“Average environmental violation) fine avoided (PCD Thailand, solid waste | 120,000”
The authors state this as an assumption.
Knowledge and research value is estimated at 200,000 THB/yr (bibliometric proxy).
“Estimated grant (bibliometric proxy) equivalent and knowledge externality | 200,000”
The authors state this as an assumption.
The SROI analysis applies dead-weight, attribution, and drop-off adjustment factors to outcome values (e.g., 5-30% dead-weight, 70-100% attribution, 0-20% drop-off).
“Dead-weight | Attribution | Drop-Off”
The paper relies on this without support.
The project produces 1200 kg SPB per year.
“2.857 kg/kg SPB × 1200 kg/yr = 3.43 t/yr”
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
Public-health benefits alone do not cover the investment
MajorThe abstract says water-quality and health benefits alone justify the investment. Yet Table 15 reports an SROI below 1 even for a broader set that also includes employment and skills benefits.
“with water quality improvement (SDG 6; 46.1%) and health risk reduction (20.7%) jointly accounting for 66.8% of monetized outcomes, confirming investment justification from public health benefits alone.”
“| Social outcomes only (O1 + O2 + O5 + O6) | 4,248,594 | 4,342,000 | 0.98:1 |”
Commercial biochar's net-GWP upper bound differs
MinorSection 3.4 gives the commercial-biochar range an upper bound of +3.0, whereas Table 9 gives +2.0 for the same net-GWP comparison.
“commercial biochar (-0.5 to +3.0 kg CO 2 e kg -1 )”
“| Commercial biochar (typ.) [28] | 2.0-5.0 | -0.5 to +2.0 | 20-60 | Sometimes | Low-mod. | Low-mod. |”
Sawdust-diversion calculation uses total feedstock instead of sawdust
MinorThe SROI outcome labels 2.857 kg per kg SPB as sawdust diverted, whereas Table 10 identifies that quantity as total feedstock and gives sawdust input as 2.286 kg per kg SPB.
“| O3: Diversion of sawdust from open burning | Tonnes of sawdust diverted per year (2.857 kg/kg SPB × 1200 kg/yr = 3.43 t/yr)”
“| Sawdust input per kg SPB (kg) [4:1 ratio] | 2.286 | =feedstock × 0.80 |”
Feedstock costs are listed despite a claim of none
MinorThe operating-cost discussion says no raw-material expenses were considered, but Table 2 charges 0.4 THB per batch for sawdust and 0.4 THB for PP waste.
“no expenses were considered for the cost of the raw materials due to their nature being waste materials”
“| Sawdust feedstock (V-101) | 800 g | 0.5 per kg | 0.4 | 0.01 |”
The reported number of aligned SDGs changes from five to six
MinorThe abstract says alignment is demonstrated across five SDGs, while Section 3.7 names six distinct goals: 6, 3, 12, 17, 8, and 13.
“Quantifiable alignment is demonstrated across five UN Sustainable Development Goals.”
“SDG 6 (clean water and sanitation) received the largest share (46.1%) of the total social value, followed by SDG 3 (good health and well-being) with 20.7% and SDG 12 (responsible consumption and production) with 18.4% as a result of environmental outcomes.Additional contribution to the achievement of UN SDGs was observed for SDG 17 (partnerships for the goals) with 7.6%, SDG 8 (decent work and economic growth) with 3.7%, and SDG 13 (climate action) with 0.2%.”
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Metadata
- Authors
- Kreetachat, T., Khaowdang, S., Imman, S., Suriyachai, N., Kreetachat, N., Suwannahong, K., Hongthong, S., & Wongcharee, S.
- Affiliations
- University of Phayao (TH)
- Burapha University (TH)
- Chaiyaphum Rajabhat University (TH)
- Mahasarakham University (TH)
- Corresponding author
- Wongcharee, Surachai
- ORCID
- Venue
- Energies
- Publisher
- MDPI AG
- Published
- 2026-07-14
- Volume
- 19
- Issue
- 14
- Pages
- 3330
- ISSN
- 1996-1073 (ISSN-L)
- OpenAlex
- W7168276837
- Cited by
- 1
- References
- 33
- Citations by year
- 2026: 1
- FWCI
- 1.54
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Energies (publishedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
- Funders
- Mahasarakham University
- University of Phayao
- Topics
- Physical Sciences › Energy › Fuel Technology › Thermochemical Biomass Conversion Processes
- Physical Sciences › Environmental Science › Water Science and Technology › Adsorption and biosorption for pollutant removal
- Physical Sciences › Environmental Science › Waste Management and Disposal › Municipal Solid Waste Management
- Keywords
- biochar, heavy metal adsorbents, waste valorization, rural communities, techno-economic analysis, social return on investment, CO2 emissions, carbon sequestration, waste diversion, water quality improvement, health risk reduction, Sustainable Development Goals
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