Evidence map›Paper›PMID 42245277›Full record

ArticleInternational journal of applied earth observation and geoinformation : ITC journal2026

A cloud-computing framework for downscaled global 300 m SIF retrieval from Sentinel-3 and TROPOSIF.

Yuxin Zhang, Pablo Reyes-Muñoz, Jochem Verrelst

Abstract read
In one paragraph

Article in International journal of applied earth observation and geoinformation : ITC journal, 2026. 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

3 authors.

Yuxin ZhangImage Processing Laboratory (IPL) - University of Valencia, Catedrático Agustín Scardino Benlloch 9, Paterna, 46980, Spain.
Pablo Reyes-MuñozImage Processing Laboratory (IPL) - University of Valencia, Catedrático Agustín Scardino Benlloch 9, Paterna, 46980, Spain.
Jochem VerrelstImage Processing Laboratory (IPL) - University of Valencia, Catedrático Agustín Scardino Benlloch 9, Paterna, 46980, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Sun-induced chlorophyll fluorescence (SIF) is a critical indicator of photosynthetic activity. Yet, existing satellite SIF products typically suffer from coarse spatial resolutions, generally coarser than 500 m, which limits their utility for fine-scale ecosystem studies. Here, we present a cloud-computing framework designed for the generation of a downscaled SIF product (S3-SIF

Indexed as

Google Earth EngineMachine learningSentinel-3 OLCISun-induced fluorescenceTROPOMI

Identifiers

PMID42245277
PMCPMC13231003

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.