Evidence map›Paper›PMID 41832912›Full record

ArticleEnvironmental monitoring and assessment2026

Developing a monitoring and assessment program with diatoms, an improved metric calculation method, and causal analysis for Big Cypress National Preserve, Florida (USA).

R Jan Stevenson, Kevin R T Whelan, Michelle C Prats

Abstract read
In one paragraph

Article in Environmental monitoring and assessment, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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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

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

3 authors.

R Jan StevensonDepartment of Integrative Biology, Michigan State University, East Lansing, MI, USA. rjstev@msu.edu.ORCID http://orcid.org/0000-0002-0694-6775
Kevin R T WhelanSouth Florida/Caribbean Network, National Park Service, Inventory and Monitoring, 18001 Old Cutler Rd. Suite 419, Palmetto Bay, FL, 33157, USA.ORCID http://orcid.org/0000-0002-3949-9561
Michelle C PratsSouth Florida/Caribbean Network, National Park Service, Inventory and Monitoring, 18001 Old Cutler Rd. Suite 419, Palmetto Bay, FL, 33157, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

We used relationships between diatom species composition and phosphorus concentration in periphyton (mat P) to develop a monitoring and assessment program for wetlands in the Big Cypress National Preserve (BCNP) in Florida, USA. Cluster analysis and regression showed limitation of taxonomic composition of assemblages to a few low phosphorus (P) taxa in low mat P conditions, with additional species being able to colonize habitats having higher mat P concentrations. TITAN (Threshold Indicator Taxa Analysis) and regression respectively identified 11 and 8 low P taxa and both methods identified 47 high P taxa. Congruence of low and high P taxa traits determined in our study and results of prior phosphorus experiments confirmed P caused taxon responses. We varied taxa traits (low and high P taxa), method for determining traits, and trait calculation method to evaluate metric performance. Metrics of biological condition, whether using the low or high P taxa traits, were most highly related to mat P when using TITAN derived taxa traits and a novel relative abundance calculation using log-transformed relative abundances. Benchmarks for management targets were determined for minimally disturbed conditions and for greater than usual changes in assemblages along the P gradient. Diatom metrics were more highly correlated with distance from P sources than mat P, indicating species-based metrics have high value for monitoring and assessment. Our results can be used for a monitoring and assessment program with effects-based management targets in BCNP, and our methods provide examples for applications in other ecological settings.

Indexed as

DiatomsEnvironmental MonitoringWater Pollutants, ChemicalEcosystemFloridaPhosphorusWetlandsPhosphorusWater Pollutants, ChemicalAlgaeEcologyManagementMetricsPeriphytonPhosphorousWetlands

Identifiers

PMID41832912
PMCPMC12989463

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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.