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Recoupling Industrial Dairy Feedlots and Industrial Farmlands Mitigates the Environmental Impacts of Milk Production in China

2018· article· en· 33 citations· W2791627501 on OpenAlex· 10.1021/acs.est.7b04829

Why is this work in the frame?

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

Canadian affiliationAn author listed a Canadian institution. This is the only route the usual frame has.

The three-model screen

all 1,000 screened works →

All three models called this out of scope.

stratum: aff_core · design weight: 5595.24 (the sample is stratified; any rate computed without the weight is wrong)
Claude Opus 4.8OUT
genre: empirical
about Canada: no
confidence: high

Environmental study of recoupling dairy feedlots and farmlands to reduce the impacts of milk production in China.

GPT-5.6 (high)OUT
genre: empirical
about Canada: no
confidence: high

It studies environmental impacts of dairy production systems, not research itself.

Grok 4.5OUT
genre: empirical
about Canada: no
confidence: high

Environmental assessment of dairy manure coupling in China; agricultural production, not research.

Abstract

Dairy production is becoming more industrialized globally, especially in developing countries. The large amount of animal wastes from industrial feedlots cannot be fully used on nearby farmlands, leading to severe environmental problems. Using China as a case study, we found that most dairy feedlots employ a semicoupled mode that only recycles solid manure to farmlands, and only a few dairy feedlots employ a fully coupled mode that recycles both solid and liquid animal manure. To produce 1 ton of milk, the fully coupled mode could reduce greenhouse gas (including carbon dioxide, methane, and nitrous oxide in this paper) emissions by 24%, ammonia emissions by 14%, and N discharge into water by 29%, compared with the semicoupled systems. Coupling feedlots with constructed wetlands can further result in greater mitigation of N leaching into groundwater. However, the fully coupled system has not been widely used due to the low benefit to farmers and the institutional barrier that the feedlot owners have no right to use adjacent farmlands. Since a fully coupled system improves net ecosystem services that favor the public, a policy that supports removing the economic and institutional barriers is necessary. Our approach provides a template for mitigating environmental impacts from livestock production without sacrificing milk production.

Stored with the screening record, where it is evidence for the labels above.

The record

Venue
Environmental Science & Technology
Topic
Constructed Wetlands for Wastewater Treatment
Field
Environmental Science
Canadian institutions
Université du Québec à MontréalUniversity of Alberta
Funders
National Natural Science Foundation of China
Keywords
Greenhouse gasEnvironmental scienceManureLivestockManure managementProduction (economics)BiogasBusinessFeedlotChinaWetlandEnvironmental engineeringWaste managementEnvironmental protectionEngineeringEcology
Has abstract in OpenAlex
yes