Evidence map›Paper›PMID 39897814›Full record

ArticleHeliyon2025

Dynamics of land use land cover change and its effect on urban heat island in Halaba Kulito Town.

Begonet Dale, Mihret Dananto, Bisrat Kifle

Abstract read
In one paragraph

Article in Heliyon, 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

3 authors.

Begonet DaleFaculty of Urban Development & Engineering, Ethiopian Civil Service University (ECSU), Addis Ababa, Ethiopia.
Mihret DanantoSchools of Biosystem & Environmental Engineering, Hawassa University (HU), Hawassa, Ethiopia.
Bisrat KifleFaculty of Urban Development & Engineering, Ethiopian Civil Service University (ECSU), Addis Ababa, Ethiopia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Halaba Kulito Town in Ethiopia has experienced significant urbanization over the past three decades, leading to the conversion of natural land into built-up environments, causing environmental deterioration and impacting the local climate. This study set out to look at the dynamics of land use and cover change and how they have affected Halaba Kulito Town's Urban Heat Island during the previous thirty years. The analysis used the Landsat imagery (30 m × 30 m) of 1991, 2001, 2011, and 2021. The supervised classification approach was used to classify the images. The evaluation of classification accuracy was checked using a confusion error matrix. For the years 1991, 2001, 2011, and 2021, the LULC change classification accuracy evaluation showed results of 70.81 %, 81.3 %, 81 %, 91 %, and 0.71, 0.81, 0.81, and 0.89, respectively, for overall classification accuracy and kappa coefficient. In 2001, 2011, and 2021, the built-up increased by 23.6 %, 31.6 %, and 43.13 %, respectively. Over the first two decades, from 1991 to 2001 and 2001 to 2011, the quantity of land under cultivation increased by 15.7 % and 14.3 %, respectively, but dropped by 59.18 % from 2011 to 2021. Between 1991 and 2001, range land dropped by 33.3 %; nevertheless, in the next two decades, it expanded by 3.3 % and 83.2 %. The amount of bare land declined by 67.1 % between 2001 and 2011, although it increased by 38.8 % between 1991 and 2001 and 3.36 % between 2011 and 2021. In addition, wetland increased by 47.1 % and 191.95 % between 2011 and 2021 and between 1991 and 2001, respectively, while declining by 62 % between 2001 and 2011. Compared to the baseline 1991-year aerial coverage, built-up, range land, and wetland expanded by 132.9 %, 26.2 %, and 63.3 % over the previous thirty years, whereas bare land and cultivated land dropped by 46 % and 52.8 %, respectively. The mean urban heat island (UHI) for 1991, 2001, 2011, and 2021 incorporating seasonal influence was 0.003, 0.002, 0.005, and 0.00, respectively. This is because the intensity of the UHI is correlated with changes in land use and land cover (LULC). In contrast, the lowest UHI dropped by 35.3 % in 2021 compared to the value in 1991, while the maximum UHI increased by 18.6 % from its 1991 level. In comparison to 1991, the mean intensity of UHI increased by 106.21 % and 120.4 %, respectively, in 2011 and 2021, whereas it declined by 20.67 % in 2001. The findings of this study offer decision makers with scientifically proven knowledge about land use and its implications for the urban heat island effect. It will serve as a guideline for developing and implementing integrated land use management to produce climate resilient cities and create livable urban environments for citizens.

Indexed as

Classification accuracyHalaba Kulito TownLULCSupervisedTerrSetUrban heat island

Identifiers

PMID39897814
PMCPMC11782958

What OpenQuestion holds

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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.