Assessment of the impact of impervious surface increase on urban heat island and vegetation by remote sensing and statistical analysis: the case of Türkiye/Niğde city center (2013-2024)

The expansion of impervious surfaces, reduction of vegetation cover, and heat-retaining properties of artificial materials intensify the Urban Heat Island (UHI) effect, leading to higher surface temperatures in urban areas compared to rural surroundings. This phenomenon increases energy demand, interacts with climate change, and negatively impacts public health. This study investigates the spatial and temporal changes in vegetation, impervious surface density, and land surface temperature (LST) in Niğde, Türkiye, between 2013 and 2024. NDVI (Normalized Difference Vegetation Index), NDBI (Normalized Difference Built-up Index), and LST were derived from Landsat 8 OLI/TIRS satellite imagery and analyzed using Google Earth Engine (GEE) and ArcGIS 10.8. Index values were extracted from 500 randomly distributed points. Data normality was assessed using Kolmogorov-Smirnov and Shapiro-Wilk tests. Paired sample t-tests and Wilcoxon signed-rank tests were used to evaluate temporal differences, while Pearson, Spearman's rho, and Kendall's tau-b correlation coefficients were used to determine the level of relationship between variables. Results show no significant change in NDVI (p > 0.05), but statistically significant increases in both NDBI and LST (p < 0.05). A strong negative correlation was observed between NDVI and NDBI (r = -0.91), and a positive correlation between NDBI and LST (r = 0.39). Between 2013 and 2024, impervious surfaces expanded by 59.63% (from 14.02 km² to 22.38 km²), while dense vegetation areas declined by 50%. These findings confirm that urbanization has led to vegetation loss and increased surface temperatures. The study offers valuable insights into the UHI effect using remote sensing and statistical analysis and contributes to sustainable urban planning and climate adaptation strategies.

Authors

Institutions

Publication Details

Journal
Turkish Journal of Remote Sensing
Published
2025-06-30
DOI
https://doi.org/10.51489/tuzal.1663695
Citations
3
Primary Topic
Urban Heat Island Mitigation
Type
article
Field-Weighted Citation Impact
2.40

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Assessment of the impact of impervious surface increase on urban heat island and vegetation by remote sensing and statistical analysis: the case of Türkiye/Niğde city center (2013-2024)

Kutalmış Gümüş, Münevver Gizem Gümüş
3 citations
Turkish Journal of Remote Sensing
Urban Heat Island Mitigation
2.40
article

Assessment of the impact of impervious surface increase on urban heat island and vegetation by remote sensing and statistical analysis: the case of Türkiye/Niğde city center (2013-2024)

Kutalmış Gümüş, Münevver Gizem Gümüş
article en
3 citations

Abstract

The expansion of impervious surfaces, reduction of vegetation cover, and heat-retaining properties of artificial materials intensify the Urban Heat Island (UHI) effect, leading to higher surface temperatures in urban areas compared to rural surroundings. This phenomenon increases energy demand, interacts with climate change, and negatively impacts public health. This study investigates the spatial and temporal changes in vegetation, impervious surface density, and land surface temperature (LST) in Niğde, Türkiye, between 2013 and 2024. NDVI (Normalized Difference Vegetation Index), NDBI (Normalized Difference Built-up Index), and LST were derived from Landsat 8 OLI/TIRS satellite imagery and analyzed using Google Earth Engine (GEE) and ArcGIS 10.8. Index values were extracted from 500 randomly distributed points. Data normality was assessed using Kolmogorov-Smirnov and Shapiro-Wilk tests. Paired sample t-tests and Wilcoxon signed-rank tests were used to evaluate temporal differences, while Pearson, Spearman's rho, and Kendall's tau-b correlation coefficients were used to determine the level of relationship between variables. Results show no significant change in NDVI (p > 0.05), but statistically significant increases in both NDBI and LST (p < 0.05). A strong negative correlation was observed between NDVI and NDBI (r = -0.91), and a positive correlation between NDBI and LST (r = 0.39). Between 2013 and 2024, impervious surfaces expanded by 59.63% (from 14.02 km² to 22.38 km²), while dense vegetation areas declined by 50%. These findings confirm that urbanization has led to vegetation loss and increased surface temperatures. The study offers valuable insights into the UHI effect using remote sensing and statistical analysis and contributes to sustainable urban planning and climate adaptation strategies.

Turkish Journal of Remote SensingVol. 7(1)
Niğde Ömer Halisdemir Üniversitesi (TR)
U.S. Geological Survey
Openalex Percentile: Top 12%
Urban Heat Island Mitigation
2.40
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Assessment of the impact of impervious surface increase on urban heat island and vegetation by remote sensing and statistical analysis: the case of Türkiye/Niğde city center (2013-2024) — Kutalmış Gümüş, Münevver Gizem Gümüş · Turkish Journal of Remote Sensing (2025) | TGRS Research Map | TGRS