Advanced Spatio-Temporal Analysis of Surface Urban Heat Island Intensity in the Mumbai Metropolitan Region Using Surface Imperviousness, Land Use- Land Cover, and Local Climate Zones Via Google Earth Engine and Deep Learning (2003–2023)

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Advanced Spatio-Temporal Analysis of Surface Urban Heat Island Intensity in the Mumbai Metropolitan Region Using Surface Imperviousness, Land Use- Land Cover, and Local Climate Zones Via Google Earth Engine and Deep Learning (2003–2023)

Puri Priyanka · Sciendo · 2026

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Author / responsible party

Puri Priyanka

Publisher

Sciendo

Year

2026

ISSN

1805-4196

ISSN

1805-4196

Language

English

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Urbanisation significantly modifies land surfaces and amplifies local temperatures and heat stress. This study investigates Surface Urban Heat Island Intensity (SUHII) across the Mumbai Metropolitan Region (MMR) from 2003 to 2023 using Google Earth Engine (GEE) database and mapping. It integrates surface imperviousness from the Global Human Settlement Layer (GHSL), Land Use Land Cover (LULC), and the Local Climate Zone (LCZ) classification (2019) to explore spatial patterns in SUHII. Daily Land Surface Temperature (LST) data from MODIS was further analysed for details across 852 spatially sampled points, categorised by land cover types.

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APA 7

Priyanka, P. (2026). Advanced Spatio-Temporal Analysis of Surface Urban Heat Island Intensity in the Mumbai Metropolitan Region Using Surface Imperviousness, Land Use- Land Cover, and Local Climate Zones Via Google Earth Engine and Deep Learning (2003–2023). https://doi.org/10.2478/jlecol-2026-0014

MLA

Priyanka, Puri. "Advanced Spatio-Temporal Analysis of Surface Urban Heat Island Intensity in the Mumbai Metropolitan Region Using Surface Imperviousness, Land Use- Land Cover, and Local Climate Zones Via Google Earth Engine and Deep Learning (2003–2023)." 2026. https://doi.org/10.2478/jlecol-2026-0014.

Chicago

Priyanka, Puri. 2026. "Advanced Spatio-Temporal Analysis of Surface Urban Heat Island Intensity in the Mumbai Metropolitan Region Using Surface Imperviousness, Land Use- Land Cover, and Local Climate Zones Via Google Earth Engine and Deep Learning (2003–2023).". https://doi.org/10.2478/jlecol-2026-0014.

Harvard

Priyanka, P. 2026, Advanced Spatio-Temporal Analysis of Surface Urban Heat Island Intensity in the Mumbai Metropolitan Region Using Surface Imperviousness, Land Use- Land Cover, and Local Climate Zones Via Google Earth Engine and Deep Learning (2003–2023), Sciendo, available at: https://doi.org/10.2478/jlecol-2026-0014 [Accessed 8 Aug. 2026].

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Title: Advanced Spatio-Temporal Analysis of Surface Urban Heat Island Intensity in the Mumbai Metropolitan Region Using Surface Imperviousness, Land Use- Land Cover, and Local Climate Zones Via Google Earth Engine and Deep Learning (2003–2023)

Author / contributors: Puri Priyanka

Publisher: Sciendo

Publication year: 2026

ISSN: 1805-4196

ISSN: 1805-4196

Language: English

Subjects

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mumbai metropolitan region; urban morphology; surface imperviousness; arima forecasting; climate-resilient urban planning; deep learning