Runing LCZ4r in Posit Cloud
Run LCZ4r directly in Posit Cloud—no RStudio installation required!
Getting Started
Getting started with General Functions
General Functions facilitate the retrieval, analysis, and visualization of LCZ maps.
Getting Started
Download LCZ map from LCZ Generator Platform.
The LCZ Generator is a web application for creating Local Climate Zone (LCZ) maps. This guide provides step-by-step instructions to generate an LCZ map for your city using the LCZ4r package.
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Introduction to Local Functions.
The Local functions in LCZ4r, offer powerful tools to handle and analyze urban climate data.They enable time-series analysis, mapping of thermal anomalies, spatial interpolation, and more.
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Time Series Analysis.
The lcz_ts() function allows you to analyze air temperature data associated with Local Climate Zones (LCZ) over time.
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Thermal Anomalies.
The thermal anomaly is a great way to evaluate the intra-urban air temperatures differences.
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Urban Heat Island (UHI) Analysis.
This guide demonstrates how to use the lcz_uhi_intensity() function to calculate and analyze UHI intensity using LCZ classes.
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Interpolating air temperature and anomalies as LCZ background.
In this guide, we’ll introduce how to use LCZ4r to interpolate air temperature and thermal anomalies, using the lcz_interp_map and lcz_anomaly_map funtions.
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Evaluating LCZ-based interpolation.
Here we'll show how to evalute the LCZ-based interpolation for low-density observational data in Berlin.
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Modelling Urban Heat Island with Crowdsourced air temperatures.
In this guide, we'll apply the LCZ4r to model Urban Heat Island with Crowdsourced air temperatures in Berlin.
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