Evidence map›Paper›PMID 40038332›Full record

ArticleScientific data2025

30-years (1991-2021) Snow Water Equivalent Dataset in the Po River District, Italy.

Matteo Dall'Amico, Stefano Tasin, Federico Di Paolo, Marco Brian, Paolo Leoni, Francesco Tornatore, Giuseppe Formetta, John Mohd Wani, Riccardo Rigon, Gaia Roati

Abstract read
In one paragraph

Article in Scientific data, 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
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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

10 authors.

Matteo Dall'AmicoWaterjade Srl, Pergine Valsugana Trento, Italy.
Stefano TasinWaterjade Srl, Pergine Valsugana Trento, Italy.
Federico Di PaoloWaterjade Srl, Pergine Valsugana Trento, Italy.
Marco BrianPo River Basin District Authority (AdBPo), Parma, Italy.
Paolo LeoniPo River Basin District Authority (AdBPo), Parma, Italy.
Francesco TornatorePo River Basin District Authority (AdBPo), Parma, Italy.
Giuseppe FormettaDepartment of Civil, Environmental and Mechanical Engineering, University of Trento, Trento, Italy.
John Mohd WaniC3A - Center Agriculture Food Environment, University of Trento, San Michele all'Adige, Trento, Italy. johnmohd.wani@unitn.it.ORCID http://orcid.org/0000-0002-9635-0931
Riccardo RigonDepartment of Civil, Environmental and Mechanical Engineering, University of Trento, Trento, Italy.
Gaia RoatiPo River Basin District Authority (AdBPo), Parma, Italy.

Funding

European Space Agency (ESA) 4000139281/22/I-DTEuropean Space Agency (ESA) ESA AO/1-11298/22/I-EFFondazione Cassa Di Risparmio Di Trento E Rovereto (Fondazione Caritro) 2022.0246
6 · The paper itself

Abstract

This paper presents a long-term snow water equivalent dataset in the Po River District, Italy, spanning from 1991 to 2021 at daily time step and 500 m spatial resolution partially covering the mountain ranges of Alps and Apennines. The data has been generated using a hybrid modelling approach integrating the hydrological modelling conducted with the physically-based GEOtop model, preprocessing of the meteorological data, and assimilation of in-situ snow measurements and Earth Observation snow products to enhance the quality of the model estimates. A rigorous quality assessment of the dataset has been performed at different control points selected based on reliability, quality, and territorial distribution. The point validation between simulated and observed snow depth across control points shows the accuracy of the dataset in simulating the normal and relatively high snow conditions, respectively. Additionally, satellite snow cover maps have been compared with simulated snow depth maps, as a function of elevation and aspect. 2D Validation shows accurate values over time and space, expressed in terms of snowline along the cardinal directions.

Identifiers

PMID40038332
PMCPMC11880503

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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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.