Pearson Correlation Heat Map for Land Surface Temperature in Xining
by Shibin Ma·Updated 1mo ago
2.5 MB1files
Available on 1 platform
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Description
Xining, a representative plateau city, is the focus of this study on urban thermal environments. The dataset integrates multi-source remote sensing data to analyze seasonal dynamics of land surface temperature regulated by land cover, topography, urban morphology, and atmospheric pollution. It was authored by Shibin Ma and last updated on 2026-05-15.
Use Cases
Analyze spatiotemporal heterogeneity of urban heat island effects based on seasonal LST data
Quantify nonlinear contributions and threshold effects of urban drivers like population density and built-up intensity
Model interaction pathways between vegetation, impervious surfaces, terrain, and albedo for thermal regulation
Strengths
Integrates multi-source remote sensing data into a multidimensional indicator system
Applies XGBoost, SHAP, and structural equation modeling for analysis
Released under a permissive CC-BY-4.0 license
Limitations
Column-level documentation is absent; field semantics must be inferred after download
Row count is unknown, which may limit suitability assessment
The 2.5 MB size suggests a relatively small dataset
Provenance
Source
figshare
Collection Method
Integrated multi-source remote sensing data.
Freshness
Last updated 2026-05-15 17:45:02; freshness should be verified
Geography
Xining, a plateau city.
Data is packaged in a ZIP file; contents and structure are not detailed in the available metadata.