Evidence map›Paper›PMID 42051139›Full record

ArticleConservation biology : the journal of the Society for Conservation Biology2026

Centering geospatial data uncertainty and the potential for injustice in pastoralist rangeland conservation prioritization.

Ryan R Unks

Abstract read
In one paragraph

Article in Conservation biology : the journal of the Society for Conservation Biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Centering geospatial data uncertainty and the potential for injustice in pastoralist rangeland conservation prioritization.Conservation biology : the journal of the Society for Conservation Biology · 2026
    Article
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

1 author.

Ryan R UnksInstitut de Ciència i Tecnologia Ambientals (ICTA-UAB), Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Spain.ORCID https://orcid.org/0000-0002-8216-7570

Funding

Beatriu de Pinós Postdoctoral FellowshipEuropean Research Council 101054259European Research Council CONDJUST
6 · The paper itself

Abstract

Procedural, distributional, recognitional, and epistemic justice aspects of conservation interventions are well documented in contexts where pastoralism is a key livelihood and way of life. Geospatial analyses and representations of wildlife conservation and restoration that are increasingly applied in pastoralist rangeland socioecological systems create the potential to make these injustices invisible. Current global-extent publicly-available data and analysis methods cannot be used to accurately characterize or produce generalizations about diverse, variable pastoralist practices or their relations with rangeland ecosystems. In particular, these geospatial data do not adequately represent complex livestock mobility practices or pastoralists' diverse ways of relating to land and wildlife. When they are used to provide evidence for conservation interventions, the inherent uncertainties and limitations of geospatial data and analyses, coupled with ongoing political marginalization of pastoralists, creates a high risk of perpetuating historical injustices and extending new injustices. Epistemic injustices will likely remain a concern even with technological advancement because conservation science itself lacks a sufficient conceptual basis to adequately recognize pastoralists' land use, ecological relations, decision-making processes, and knowledges. When geospatial analysis is used to inform conservation policy and practical applications in pastoralist rangelands, its use should be critically examined with respect to: whether it can technically account for ecological and social variability; how compound uncertainties arise when multiple data layers are used to produce knowledge about socioecological interactions; and how uncertainties become masked by epistemic biases, creating a deceptive sense of certainty and generalizability.

Indexed as

Animal HusbandryConservation of Natural ResourcesAnimalsEcosystemUncertaintyAnálisis geoespacialconservation prioritizationdata justiceecosistemas abiertosestablecimiento de prioridades de conservacióngeospatial analysisjusticia de datosopen ecosystemspastizalespastoralismpastoreorangelands优先保护地理空间分析开放生态系统数据正义游牧业牧场

Identifiers

PMID42051139
PMCPMC13392704

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

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.