Evidence map›Paper›PMID 40746639›Full record

ArticleApplied water science2025

Snowmelt runoff model (SRM) for regulated watersheds with regulation-correction.

Ninad Bhagwat, Xiaobing Zhou, Raja Nagisetty, Liping Jiang, Glenn Shaw, Martha Apple, Jeremy Clotfelter

Abstract read
In one paragraph

Article in Applied water science, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

7 authors.

Ninad BhagwatDepartment of Geological Engineering, Montana Technological University, 1300 W Park St, Butte, MT 59701 USA.
Xiaobing ZhouDepartment of Geological Engineering, Montana Technological University, 1300 W Park St, Butte, MT 59701 USA.ORCID 0000-0002-4135-7634
Raja NagisettyDepartment of Environmental Engineering, Montana Technological University, 1300 W Park St, Butte, MT 59701 USA.
Liping JiangDepartment of Civil Engineering, Montana Technological University, 1300 W Park St, Butte, MT 59701 USA.
Glenn ShawDepartment of Geological Engineering, Montana Technological University, 1300 W Park St, Butte, MT 59701 USA.
Martha AppleDepartment of Biological Sciences, Montana Technological University, 1300 W Park St, Butte, MT 59701 USA.
Jeremy ClotfelterHydro Operations, NorthWestern Energy Inc., 6700 Rainbow Dam Rd., Great Falls, MT 59404 USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

We expanded the Snowmelt Runoff Model (SRM) to simulate streamflow in regulated watersheds, resulting in a modified framework termed the Expanded SRM (E-SRM) that integrates multi-year automated batch processing, nested iterators, and a seasonal divider algorithm for streamflow simulation. A parsimonious regulation-correction approach was developed that conceptually divides the watershed into a pristine upstream "daughter" subwatershed and a larger, regulated "mother" watershed. Hydrological parameter transferability was assumed between the daughter and mother watersheds. We applied the E-SRM to the Morony watershed in Montana, USA (~ 59,400 km

Indexed as

Flow regulationParsimonious regulation-correctionSnowmelt runoff model (SRM)Streamflow

Identifiers

PMID40746639
PMCPMC12307517

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.