Evidence map›Paper›PMID 40542067›Full record

ArticleScientific reports2025

Air temperature estimation and modeling using data driven techniques based on best subset regression model in Egypt.

Ahmed Elbeltagi, Dinesh Kumar Vishwakarma, Okan Mert Katipoğlu, Kallem Sushanth, Salim Heddam, Bhaskar Pratap Singh, Abhishek Shukla, Vinay Kumar Gautam, Chaitanya Baliram Pande, Saddam Hussain and 3 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Scientific reports, 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

13 authors.

Ahmed ElbeltagiAgricultural Engineering Department, Faculty of Agriculture, Mansoura University, Mansoura, 35516, Egypt. ahmedelbeltagy81@mans.edu.eg.ORCID http://orcid.org/0000-0002-5506-9502
Dinesh Kumar VishwakarmaDepartment of Irrigation and Drainage Engineering, College of Technology, G. B. Pant University of Agriculture and Technology, Pantnagar, Uttarakhand, 263145, India. dinesh.vishwakarma4820@gmail.com.ORCID http://orcid.org/0000-0002-2421-6995
Okan Mert KatipoğluDepartment of Civil Engineering, Erzincan Binali Yıldırım University, Erzincan, 24002, Turkey.ORCID http://orcid.org/0000-0001-6421-6087
Kallem SushanthAgricultural and Food Engineering Department, Indian Institute of Technology, Kharagpur, West Bengal, 721302, India.ORCID http://orcid.org/0000-0002-2565-7880
Salim HeddamFaculty of Science, Agronomy Department, Hydraulics Division, University 20 Août 1955 Skikda, Route El Hadaik, BP 26, Skikda, Algeria.
Bhaskar Pratap SinghANDUAT-Krishi Vigyan Kendra, Haidergarh, Barabanki, Uttar Pradesh, 225124, India.
Abhishek ShuklaDepartment of Irrigation and Drainage Engineering, College of Technology, G. B. Pant University of Agriculture and Technology, Pantnagar, Uttarakhand, 263145, India.
Vinay Kumar GautamSchool of Natural Resource Management, College of Post Graduate Studies in Agricultural Sciences, Central Agricultural University, Imphal, Umiam, 793103, Meghalaya, India.ORCID http://orcid.org/0000-0002-3525-3716
Chaitanya Baliram PandeDepartment of Civil Engineering, School of Core Engineering, Faculty of Science, Technology and Architecture (FoSTA), Manipal University Jaipur, Jaipur, 303007, India.ORCID http://orcid.org/0000-0003-1738-3565
Saddam HussainDepartment of Agricultural and Biological Engineering, Tropical Research and Education Center (TREC), University of Florida, Homeland, FL, 33031, USA.
Subhankar GhoshAgricultural and Food Engineering Department, Indian Institute of Technology, Kharagpur, West Bengal, 721302, India.
Hossein DehghanisanijAgricultural Research, Education and Extension Organization, Agricultural Engineering Research Institute, P. O. Box 31585-845, Karaj, Alborz, Iran.
Ali SalemCivil Engineering Department, Faculty of Engineering, Minia University, Minia, 61111, Egypt. salem.ali@mik.pte.hu.ORCID http://orcid.org/0000-0001-6176-8345

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Air temperature plays a critical role in estimating agricultural water requirements, hydrological processes, and the climate change impacts. This study aims to identify the most accurate forecasting model for daily minimum (T

Indexed as

Input selectionMachine learningRegression analysisTemperature forecasting

Identifiers

PMID40542067
PMCPMC12181251

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LicenceCC BY
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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.