ArticleScientific reports2025
A 25-year assessment of aerosol dynamics and environmental drivers in Iran's Lakes and wetlands.
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.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
This paper investigates the spatiotemporal patterns of aerosol optical depth (AOD) over 25 wetlands and lakes in Iran during the period 2000-2024. Monthly AOD values were integrated with climate and terrestrial variables. Trend analysis was performed using the Hamed-Rao Mann-Kendall test and Sen's slope estimator. The results indicated that AOD increased by 8 and 12% over Iran's water bodies in winter and autumn, respectively, while no significant increasing trends were observed in spring and summer. Annually, 8% of Iranian wetlands faced a significant increasing trend in AOD, which mostly occurred over the Jazmourian and Sheedvar wetlands (Z > 2.5). Seasonally, a notable increasing trend occurred over the Amirkelayeh, Parishan, and Mighan wetlands, as well as Lake Urmia (Z > 3). Using Random Forest and XGBoost models combined with SHAP analysis, it was determined that AOD changes were primarily associated with wind speed and vegetation cover in Jazmourian, and with salinity and soil moisture in the Parishan wetland. Terrestrial factors (80.3%) had a greater contribution to the degradation of air quality in both wetlands compared to climatic factors (19.7%). These findings are useful for understanding the synergy between natural and anthropogenic factors governing air quality in aquatic ecosystems in Iran.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.