Evidence map›Paper›PMID 41364286›Full record

ArticleEnvironmental monitoring and assessment2025

From sample to sonde to Sentinel-2: insights from a multi-scale chlorophyll-a monitoring effort in the Hudson River, New York.

Wilson B Salls, Robert J Welk, Tyler V King, Natasha A Scavotto, Rebecca M Gorney, Sabina R Gifford, Michael D Stouder, Elizabeth A Nystrom, Jennifer L Graham

Abstract read
In one paragraph

Article in Environmental monitoring and assessment, 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

9 authors.

Wilson B SallsNew York Water Science Center, U.S. Geological Survey, Troy, NY, USA. wsalls@usgs.gov.ORCID http://orcid.org/0000-0001-7505-0828
Robert J WelkNew York Water Science Center, U.S. Geological Survey, Troy, NY, USA.ORCID http://orcid.org/0000-0003-0852-5584
Tyler V KingWater Resources Mission Area, U.S. Geological Survey, Boise, ID, USA.ORCID http://orcid.org/0000-0002-5785-3077
Natasha A ScavottoNew York Water Science Center, U.S. Geological Survey, Troy, NY, USA.ORCID http://orcid.org/0000-0002-0853-5355
Rebecca M GorneyNew York Water Science Center, U.S. Geological Survey, Troy, NY, USA.ORCID http://orcid.org/0000-0003-4406-261X
Sabina R GiffordNew York Water Science Center, U.S. Geological Survey, Troy, NY, USA.ORCID http://orcid.org/0000-0002-0724-4986
Michael D StouderNew York Water Science Center, U.S. Geological Survey, Troy, NY, USA.ORCID http://orcid.org/0000-0002-0446-2574
Elizabeth A NystromNew York Water Science Center, U.S. Geological Survey, Troy, NY, USA.ORCID http://orcid.org/0000-0002-0886-3439
Jennifer L GrahamNew York Water Science Center, U.S. Geological Survey, Troy, NY, USA.ORCID http://orcid.org/0000-0002-6420-9335

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Monitoring cyanobacteria and other nuisance phytoplankton in the Hudson River is of great interest given its societal and ecological importance. Satellite remote sensing provides a cost-effective method to monitor chlorophyll-a (chl-a), a common proxy for algal biomass; however, the dynamic nature of rivers complicates approaches traditionally applied to lakes and oceans. During 2021-2023, we collected discrete samples for laboratory measurement of chl-a and measured in situ chl-a fluorescence during a series of longitudinal boat surveys along a 220-km reach of the lower Hudson River. Surveys were timed to coincide with Sentinel-2 satellite overpasses. We first investigated relations between laboratory-measured chl-a concentration and field-measured chl-a fluorescence, observing a weak correlation (r

Indexed as

ChlorophyllChlorophyll AEnvironmental MonitoringRiversCyanobacteriaNew YorkPhytoplanktonRemote Sensing TechnologySatellite ImageryChlorophyllChlorophyll AChlorophyll-aFluorescenceMachine learningRandom forest modelingRemote sensingRivers

Identifiers

PMID41364286
PMCPMC12689677

What OpenQuestion holds

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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 OpenQuestion graph.