Evidence map›Paper›PMID 41946666›Full record

ArticleEnvironmental science & technology2026

From Farm to Flavor: Carbon and Biodiversity Footprint of the Global Spice Market.

Corinna Bolliger, René Itten, Matthias Stucki

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

3 authors.

Corinna BolligerInstitute of Natural Resource Sciences, Life Cycle Assessment Research Group, Zurich University of Applied Sciences (ZHAW), Grüentalstrasse 14, 8820 Wädenswil, Switzerland.ORCID 0009-0007-6765-2168
René IttenInstitute of Natural Resource Sciences, Life Cycle Assessment Research Group, Zurich University of Applied Sciences (ZHAW), Grüentalstrasse 14, 8820 Wädenswil, Switzerland.
Matthias StuckiInstitute of Natural Resource Sciences, Life Cycle Assessment Research Group, Zurich University of Applied Sciences (ZHAW), Grüentalstrasse 14, 8820 Wädenswil, Switzerland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Agriculture generates roughly one-third of global greenhouse gas (GHG) emissions and is the primary driver of biodiversity loss, underscoring the need to assess the environmental impact of all crops. However, the spice sector has received little attention, with only a few life cycle assessment (LCA) studies available. This study evaluates the carbon and biodiversity footprint of the global spice sector and situates the sector within the broader agricultural system. Climate impacts were quantified using the IPCC GWP100a method, while biodiversity impacts were assessed using LC-IMPACT and a land-use-induced biodiversity assessment method (the high-resolution land use intensities and fragmentation method, LUIF). Indirect drivers of species loss were found to be significant, highlighting the importance of biodiversity assessment beyond only land-use-induced impacts. To capture these effects more comprehensively, the LUIF method was integrated into the LC-IMPACT framework. Results indicate that the global spice sector emits between 41.4 and 64.8 Mt CO

Indexed as

BiodiversitySpicesAgricultureCarbonCrops, AgriculturalFarmsGreenhouse GasesCarbonGreenhouse Gasesagriculturebiodiversityclimate impactfood systemsland use changeLCAlife cycle assessmentspices

Identifiers

PMID41946666
PMCPMC13104020

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

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.