Evidence map›Paper›PMID 42737926›Full record

ReviewBiology2026

Integrated Analysis of Species Invasion Under the Telecoupling Framework: Burmese Python Across Southeast Asia, the USA, and Beyond.

Camille Klemann, Jianguo Liu

Abstract readReview
In one paragraph

Review in Biology, 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

2 authors.

Camille KlemannCenter for Systems Integration and Sustainability, Department of Fisheries and Wildlife, Michigan State University, East Lansing, MI 48823, USA.
Jianguo LiuCenter for Systems Integration and Sustainability, Department of Fisheries and Wildlife, Michigan State University, East Lansing, MI 48823, USA.ORCID 0000-0001-6344-0087

Funding

Michigan AgBioResearchU.S. National Science Foundation 2033507U.S. National Science Foundation 2118329
6 · The paper itself

Abstract

In an increasingly globalizing world, invasive species have become a serious concern worldwide. Numerous studies have focused on the biology of different invasive species, but few have systematically integrated socioeconomic and environmental factors. The framework of telecoupling (socioeconomic-environmental interactions over distances) can help address this challenge by allowing researchers to integrate human-nature interactions across distances. To demonstrate this potential, the framework was applied to the invasion of the Burmese python (

Indexed as

coupled human and natural systemsinvasive speciesPython bivittatussustainability

Identifiers

PMID42737926
PMCPMC13565093

What OpenQuestion holds

Textmetadata
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.