Evidence map›Paper›PMID 41007367›Full record

ArticleBiology2025

Mapping Bumblebee Community Assemblages and Their Associated Drivers in Yunnan, China.

Huanhuan Chen, Muhammad Naeem, Licun Meng, Nawaz Haider Bashir, Maryam Riasat, Zichao Liu, Canping Pan

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. 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

7 authors.

Huanhuan ChenCollege of Biological Resource and Food Engineering, Qujing Normal University, Qujing 655011, China.ORCID 0000-0001-9477-1014
Muhammad NaeemCollege of Biological Resource and Food Engineering, Qujing Normal University, Qujing 655011, China.ORCID 0000-0001-6720-5463
Licun MengCollege of Biological Resource and Food Engineering, Qujing Normal University, Qujing 655011, China.
Nawaz Haider BashirCollege of Biological Resource and Food Engineering, Qujing Normal University, Qujing 655011, China.
Maryam RiasatDepartment of Zoology, Faculty of Engineering and Applied Sciences, Riphah International University, Faisalabad Campus, Faisalabad 38000, Pakistan.
Zichao LiuCollege of Agriculture & Life Sciences, Kunming University, Kunming 650214, China.ORCID 0000-0002-7509-6209
Canping PanDepartment of Applied Chemistry, College of Science, China Agricultural University, Beijing 100193, China.ORCID 0000-0002-7616-1615

Funding

National Foreign Experts Individual Category Program Y20240137Scientific Research Fund project of the Education Department of Yunnan Province 2025J0898the High-Level Talent Recruitment Plan of Yunnan Province ('High-End Foreign Experts' Program) and Yunnan the High-Level Talent Recruitment Plan of Yunnan Province ('High-End Foreign Experts' Program) and Yunnanthe Identification of International Science and Technology Commissioners (Huanhuan Chen) of Yunnan Province in 2024 202403AK140027Yunnan Fundamental Research Projects (Grant No. 202501AT070394), the China Postdoctoral Science Foundation 2022M723447Yunnan International Joint Laboratory with South and Southeast Asia for the Integrated Development of Animal-derived Anti-thrombosis Chinese Medicine 202503AP140025Yunnan Provincial Department of Science and Technology "Yunnan Talent Program" plan 202403AM140021
6 · The paper itself

Abstract

Bumblebees are among the most important wild pollinators; however, their populations are declining worldwide due to factors such as climate change, habitat loss, and pesticide use. For their conservation, it is important to understand the community structure at the local scale and the drivers responsible for their assemblages. However, little is known about bumblebee community assemblages and their drivers in Yunnan Province, China. In this study, we mapped bumblebee community assemblages across 125 counties in Yunnan Province using field-collected and published data. We also quantified the climatic and land use/land cover (LULC) drivers shaping these assemblages. The climatic habitat suitability for 21 bumblebee species was assessed at the county level across Yunnan using species distribution modeling. The biogeographic zones (groups of counties) were identified using Ward's agglomerative cluster analysis, and the impacts of 12 bioclimatic and LULC drivers on the zonation pattern were assessed using Canonical Correspondence Analysis (CCA). Results indicated that more than 70% of bumblebee species showed their highest environmental suitability in the northern region of Yunnan. Among climatic factors, temperature-related bioclimatic variables were identified as dominant drivers influencing the spatial distribution of 15 out of 21 bumblebee species within the counties of Yunnan. In contrast, five species,

Indexed as

bioclimatic factorsbiogeographic zonesforestGISremote sensing

Identifiers

PMID41007367
PMCPMC12467643

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.