Evidence map›Paper›PMID 41557873›Full record

ArticleEnvironmental science & technology2026

Cost and Carbon Implications of Industrial Organic Load Reduction across Water Resource Recovery Facility Typologies.

Saumitra Rai, Xinyi Zhang, Natasha C Wright, William A Arnold, Paige J Novak, Jeremy S Guest

Abstract read
In one paragraph

Article in Environmental science & technology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Saumitra RaiThe Grainger College of Engineering, Department of Civil and Environmental Engineering, University of Illinois Urbana-Champaign, 3221 Newmark Civil Engineering Laboratory, 205 N. Mathews Avenue, Urbana, Illinois 61801, United States.
Xinyi ZhangThe Grainger College of Engineering, Department of Civil and Environmental Engineering, University of Illinois Urbana-Champaign, 3221 Newmark Civil Engineering Laboratory, 205 N. Mathews Avenue, Urbana, Illinois 61801, United States.ORCID 0000-0002-5858-9511
Natasha C WrightDepartment of Mechanical Engineering, University of Minnesota, 111 Church Street SE, Minneapolis, Minnesota 55455, United States.ORCID 0000-0002-4424-9778
William A ArnoldDepartment of Civil, Environmental, and Geo- Engineering, University of Minnesota, 500 Pillsbury Drive S.E., Minneapolis, Minnesota 55455, United States.ORCID 0000-0003-0814-5469
Paige J NovakDepartment of Civil, Environmental, and Geo- Engineering, University of Minnesota, 500 Pillsbury Drive S.E., Minneapolis, Minnesota 55455, United States.ORCID 0000-0001-9054-0278
Jeremy S GuestThe Grainger College of Engineering, Department of Civil and Environmental Engineering, University of Illinois Urbana-Champaign, 3221 Newmark Civil Engineering Laboratory, 205 N. Mathews Avenue, Urbana, Illinois 61801, United States.ORCID 0000-0003-2489-2579

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The valorization of waste organics through upstream treatment of high-strength industrial wastewaters is being pursued to reduce the costs and greenhouse gas (GHG) emissions of food and beverage (F&B) industries, the fourth-highest carbon-intensive manufacturing subsector in the U.S. However, industrial wastewater valorization may have unintended impacts on centralized water resource recovery facilities (WRRFs) that either enhance or undermine efforts to advance the sustainability of waste organic management. Here, we characterize the environmental and economic impacts of industrial organic loading reductions on centralized WRRFs via process modeling, life cycle assessment (LCA), and techno-economic analysis (TEA) under uncertainty. We demonstrate sustainability benefits of upstream organic carbon valorization will be amplified at WRRFs designed for BOD removal and nitrification but undermined at biological nutrient removal (BNR) or enhanced nutrient removal (ENR) WRRFs. Through uncertainty and sensitivity analyses, we find that operational cost changes at WRRFs following industrial load reduction are driven by unit electricity cost, solids disposal cost, and blower efficiency─along with external carbon addition in nutrient removal systems─while changes in GHG emissions are primarily driven by grid carbon intensity and fugitive methane emissions. A national spatial linkage of 4500 F&B facilities to their nearest WRRFs highlights regional clusters where industrial pretreatment could most improve WRRF sustainability.

Indexed as

CarbonWater ResourcesGreenhouse GasesWaste Disposal, FluidWastewaterCarbonGreenhouse GasesWastewatercircular bioeconomyindustrial decarbonizationlife cycle assessment (LCA)QSDsantechno-economic analysis (TEA)wastewater treatment

Identifiers

PMID41557873
PMCPMC12874519

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LicenceCC BY-NC-ND
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.