Evidence map›Paper›PMID 41974828›Full record

ArticleScientific reports2026

Ecological vulnerability and influencing factors along an expressway in the agro-pastoral ecotone of northern China: a case study of the Su-Hua expressway.

Yuwen Tang, Yan Li, Lin Lin

Abstract read
In one paragraph

Article in Scientific reports, 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
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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

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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.

Yuwen TangSchool of Geographical Sciences, Harbin Normal University, Harbin, 150025, China.
Yan LiSchool of Geographical Sciences, Harbin Normal University, Harbin, 150025, China.
Lin LinSchool of Geographical Sciences, Harbin Normal University, Harbin, 150025, China. hsdll@hrbnu.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Due to economic development, the construction of expressways has increased. This study used gross primary productivity (GPP) data from 2010 to 2021 to assess the ecological vulnerability along the Su-Hua Expressway. The geographical detector method was used to analyze the spatiotemporal variations in ecological vulnerability and its drivers in a 2000-m buffer zone around the Su-Hua Expressway. The goal was to provide crucial information for regional environmental monitoring and management along expressways in the agro-pastoral ecotone of northern China. The following was observed. (1) Ecological vulnerability was relatively high from 2010 to 2021, with 36.5% of the region experiencing an increase before and 86.3% after road construction. (2) Human activity and natural factors were the primary factors influencing ecological vulnerability. The key environmental factors were annual mean precipitation, elevation, annual mean temperature, slope, and land use type. Expressway construction and converting farmland to grassland were the dominant human activities. (3) The ranking of the influencing natural factors was mean annual precipitation > elevation > temperature > slope > land use type. Expressway construction increased the mean value of ecological vulnerability by 0.59. Human activities had adverse effects on the environment.

Indexed as

Agro-pastoral ecotoneEcosystem vulnerabilityGeographic detectorGross primary productivity

Identifiers

PMID41974828
PMCPMC13234279

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LicenceCC BY-NC-ND
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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.