Evidence map›Paper›PMID 41461689›Full record

ArticleScientific reports2025

Spatial temporal variation characteristics and driving factors of net primary productivity in the Huaihe River Economic Belt on seasonal scale.

Jiqiang Niu, Ziyu Wang, A Sediyo Adi Nugraha, Hao Lin, Feng Xu, Luying Huang, Xuan Zhu

Abstract read
In one paragraph

Article in Scientific reports, 2025. 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

7 authors.

Jiqiang NiuSchool of Geographic Sciences, Xinyang Normal University, Xinyang, 464000, China.
Ziyu WangSchool of Geographic Sciences, Xinyang Normal University, Xinyang, 464000, China.
A Sediyo Adi NugrahaDepartment of Geography, Universitas Pendidikan Ganesha, Bali, 81116, Indonesia.
Hao LinSchool of Geographic Sciences, Xinyang Normal University, Xinyang, 464000, China.
Feng XuSchool of Geographic Sciences, Xinyang Normal University, Xinyang, 464000, China.
Luying HuangSchool of Geographic Sciences, Xinyang Normal University, Xinyang, 464000, China.
Xuan ZhuSchool of Earth Atmosphere and Environment, Faculty of Science, Monash University, Melbourne, 3800, Australia. Xuan.Zhu@monash.edu.

Funding

Postgraduate Education Reform and Quality Improvement Project of Henan Province HNYJS2020JD14The National Natural Science Foundation of China 41771438The Spatial Optimal Allocation Model of Regional Land Use Coupled with the Land System Health 252300421290
6 · The paper itself

Abstract

Net Primary Productivity (NPP) is a key indicator of terrestrial ecosystem functioning and a major regulator of the global carbon cycle. Yet, its interannual fluctuations and seasonal drivers remain unclear. Using Theil-Sen trend analysis, Mann-Kendall test, R/S analysis, and the Geographically and Temporally Weighted Regression (GTWR) model, this study examined the spatiotemporal dynamics and driving mechanisms of seasonal NPP in the Huaihe River Economic Belt from 2010 to 2021. Results show a general upward trend across all seasons, with the strongest increase in winter. Spatially, NPP decreased from southeast to northwest, with coastal high-value areas contracting seasonally and distinct differences between mountainous and hilly regions. Seasonal patterns revealed clear heterogeneity: spring, summer, and autumn were dominated by stability or improvement with localized degradation, while winter displayed a stable north-south differentiation. Soil moisture emerged as the dominant driver, with multiple factors exerting synergistic effects on seasonal NPP dynamics. This study provides scientific insights to support ecological management and the pursuit of carbon neutrality in the Huaihe River Economic Belt.

Identifiers

PMID41461689
PMCPMC12748539

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.