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Nationwide Evaluation and Calibration of PurpleAir Temperature Sensors for Urban Thermal Environment Research

https://doi.org/10.2139/ssrn.6570029
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Outgoing claims: the papers this work cites, builds on, or argues with.

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Creating a topoclimatic daily air temperature dataset for the conterminous United States using homogenized station data and remotely sensed land skin temperature
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Crowdsourcing for climate and atmospheric sciences: current status and future potential
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The ERA5 global reanalysis
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About regression-kriging: From equations to case studies
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Urban greening to cool towns and cities: A systematic review of the empirical evidence
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Cooling cities through urban green infrastructure: a health impact assessment of European cities
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The mortality and associated economic burden of London's summer urban heat island effect: a modelling study
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Random Forests
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Elevation-dependent warming in mountain regions of the world
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A systematic review and meta-analysis of heat exposure impacts on maternal, fetal and neonatal health
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Weather-Related Mortality
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High-Resolution Global Maps of 21st-Century Forest Cover Change
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XGBoost
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Optuna
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A two-dimensional interpolation function for irregularly-spaced data
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An Overview of the Global Historical Climatology Network Temperature Database
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The Relationship between Relative Humidity and the Dewpoint Temperature in Moist Air: A Simple Conversion and Applications
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Local Climate Zones for Urban Temperature Studies
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The High-Resolution Rapid Refresh (HRRR): An Hourly Updating Convection-Allowing Forecast Model. Part I: Motivation and System Description
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Neighborhood Effects on Heat Deaths: Social and Environmental Predictors of Vulnerability in Maricopa County, Arizona
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Evaluation and Correction of PurpleAir Temperature and Relative Humidity Measurements
inferredcites →https://doi.org/10.3390/cli8010012openalex-snapshot
The Effects of Historical Housing Policies on Resident Exposure to Intra-Urban Heat: A Study of 108 US Urban Areas
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What Influences Low-cost Sensor Data Calibration? - A Systematic Assessment of Algorithms, Duration, and Predictor Selection
inferredcites →https://doi.org/10.5194/acp-19-13367-2019openalex-snapshot
The mechanisms and meteorological drivers of the summertime ozone–temperature relationship
inferredcites →https://doi.org/10.5194/amt-14-4617-2021openalex-snapshot
Development and application of a United States-wide correction for PM 2.5 data collected with the PurpleAir sensor
inferredcites →https://doi.org/10.5194/cp-8-1649-2012openalex-snapshot
HadISD: a quality-controlled global synoptic report database for selected variables at long-term stations from 1973–2011
inferredcites →https://doi.org/10.5194/essd-14-4681-2022openalex-snapshot
Quality control and correction method for air temperature data from a citizen science weather station network in Leuven, Belgium
inferredcites →https://doi.org/10.5194/gi-5-473-2016openalex-snapshot
Expanding HadISD: quality-controlled, sub-daily station data from 1931
inferredcites →https://doi.org/10.5194/gmd-11-3681-2018openalex-snapshot
Climate model configurations of the ECMWF Integrated Forecasting System (ECMWF-IFS cycle 43r1) for HighResMIP
inferredcites →https://doi.org/10.5194/hess-11-1633-2007openalex-snapshot
Updated world map of the Köppen-Geiger climate classification
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