Citizen Science Coupled with Machine Learning to Quantify Green-Blue Infrastructure Cooling Potential in Maricopa County, Arizona

No abstract is available for this paper.

• Publication year

  2026

• Venue

  Sustainable cities and society

• Publication date

  2026-02-01

• Fields of study

  Not labeled

• Identifiers
  DOI 10.1016/j.scs.2026.107211
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Extreme heat and human fertility: Amplified challenges in the era of climate change.

  2025cited by this paper
• The 2025 report of the Lancet Countdown on health and climate change.

  2025cited by this paper
• Exploring air temperature variability and socio-demographic inequalities in heat exposure through machine learning: A case study of Maricopa County, Arizona

  2025cited by this paper
• Mortality in extreme heat events: an analysis of Los Angeles County Medical Examiner data.

  2024cited by this paper
• Multi-criteria decision support framework for outdoor heat stress management in urban environments

  2024cited by this paper
• Green spaces provide substantial but unequal urban cooling globally

  2024cited by this paper
• Sociodemographic Determinants of Extreme Heat and Ozone Risk Among Older Adults in 3 Sun Belt Cities

  2024cited by this paper
• Assessing urban population exposure risk to extreme heat: Patterns, trends, and implications for climate resilience in China (2000–2020)

  2024cited by this paper
• Urban heat mitigation by green and blue infrastructure: Drivers, effectiveness, and future needs

  2024cited by this paper
• Concurrent Heat and Air Pollution Exposures among People Experiencing Homelessness

  2024cited by this paper
• Mapping inundated bathymetry for estimating lake water storage changes from SRTM DEM: A global investigation

  2024cited by this paper
• Are water bodies effective for urban heat mitigation? Evidence from field studies of urban lakes in two humid subtropical cities

  2023cited by this paper
• Evidence-based guidance on reflective pavement for urban heat mitigation in Arizona

  2023cited by this paper
• Air-conditioning adoption and electricity demand highlight climate change mitigation–adaptation tradeoffs

  2023cited by this paper
• Greenhouse Temperature Prediction Based on Time-Series Features and LightGBM

  2023cited by this paper
• Diurnal pattern and driving mechanisms of the thermal effects of an urban pond

  2023cited by this paper
• Monitoring of Land Surface Temperature in Surabaya, Indonesia from 2013-2021 Using Landsat-8 Imagery and Google Earth Engine

  2023cited by this paper
• Spatiotemporal evolution patterns of urban heat island and its relationship with urbanization in Guangdong-Hong Kong-Macao greater bay area of China from 2000 to 2020

  2023cited by this paper
• The global costs of extreme weather that are attributable to climate change

  2023cited by this paper
• Land surface and air temperature dynamics: The role of urban form and seasonality.

  2023cited by this paper
• Surface and canopy-layer urban heat island intensities in Europe – Quantifying differences in the diurnal cycle for three summer periods

  2023cited by this paper
• Machine learning applications on air temperature prediction in the urban canopy layer: A critical review of 2011–2022

  2023cited by this paper
• Extreme temperatures and residential electricity consumption: Evidence from Chinese households

  2022cited by this paper
• Short-Term Wind Power Prediction Based on LightGBM and Meteorological Reanalysis

  2022cited by this paper
• Mapping Evapotranspirative and Radiative Cooling Services in an Urban Environment

  2022cited by this paper
• Extreme weather impacts of climate change: an attribution perspective

  2022cited by this paper
• The Impact of Heatwaves on Mortality and Morbidity and the Associated Vulnerability Factors: A Systematic Review

  2022cited by this paper
• Geospatial assessment of active tectonics using SRTM DEM-based morphometric approach for Meghalaya, India

  2022cited by this paper
• Globally unequal effect of extreme heat on economic growth

  2022cited by this paper
• Urban heat island intensity and evaluation of outdoor thermal comfort in Chennai, India

  2021cited by this paper
• Disproportionate exposure to urban heat island intensity across major US cities

  2021cited by this paper
• Hot weather and heat extremes: health risks.

  2021cited by this paper
• Classified Early Warning and Forecast of Severe Convective Weather Based on LightGBM Algorithm

  2021cited by this paper
• Crowdsourced air temperatures contrast satellite measures of the urban heat island and its mechanisms

  2021cited by this paper
• An evaluation of gridded weather data sets for the purpose of estimating reference evapotranspiration in the United States

  2020cited by this paper
• Climate change impacts on critical urban infrastructure and urban resiliency strategies for the Middle East

  2020cited by this paper
• How can urban blue-green space be planned for climate adaption in high-latitude cities? A seasonal perspective

  2020cited by this paper
• Critical review on the cooling effect of urban blue-green space: A threshold-size perspective

  2020cited by this paper
• Tree effects on urban microclimate: Diurnal, seasonal, and climatic temperature differences explained by separating radiation, evapotranspiration, and roughness effects

  2020cited by this paper
• Elevation Effects on Air Temperature in a Topographically Complex Mountain Valley in the Spanish Pyrenees

  2020cited by this paper
• Light Gradient Boosting Machine: An efficient soft computing model for estimating daily reference evapotranspiration with local and external meteorological data

  2019cited by this paper
• The vulnerability of interdependent urban infrastructure systems to climate change: could Phoenix experience a Katrina of extreme heat?

  2019cited by this paper
• How to cool hot-humid (Asian) cities with urban trees? An optimal landscape size perspective

  2019cited by this paper
• A surface temperature and moisture intercomparison study of the Weather Research and Forecasting model, in‐situ measurements and satellite observations over the Atacama Desert

  2019cited by this paper
• An analysis of spatial representativeness of air temperature monitoring stations

  2018cited by this paper
• PROGRESS IN URBAN GREENERY MITIGATION SCIENCE – ASSESSMENT METHODOLOGIES ADVANCED TECHNOLOGIES AND IMPACT ON CITIES

  2018cited by this paper
• Green infrastructure for urban climate adaptation : How do residents’ views on climate impacts and green infrastructure shape adaptation preferences?

  2017cited by this paper
• Utilising green and bluespace to mitigate urban heat island intensity.

  2017cited by this paper
• A micro-climatic study on cooling effect of an urban park in a hot and humid climate

  2017cited by this paper
• Microscale mobile monitoring of urban air temperature

  2016cited by this paper
• Mapping Daily Air Temperature for Antarctica Based on MODIS LST

  2016cited by this paper
• Urban thermal environment dynamics and associated landscape pattern factors: A case study in the Beijing metropolitan region

  2016cited by this paper
• Quantifying impacts of heat waves on power grid operation

  2016cited by this paper
• Thermal infrared remote sensing of urban heat: Hotspots, vegetation, and an assessment of techniques for use in urban planning

  2016cited by this paper
• Evaluation of downscaled, gridded climate data for the conterminous United States.

  2016cited by this paper
• Analyzing the heat island magnitude and characteristics in one hundred Asian and Australian cities and regions.

  2015cited by this paper
• Influence of Park Size and Its Surrounding Urban Landscape Patterns on the Park Cooling Effect

  2015cited by this paper
• Summertime Urban Heat Island study for Guwahati City, India

  2014cited by this paper
• Urban heat & critical infrastructure networks: A viewpoint

  2013cited by this paper
• The impact of the 2009 heat wave on Melbourne's critical infrastructure

  2012cited by this paper
• Estimating air surface temperature in Portugal using MODIS LST data

  2012cited by this paper
• Remote sensing land surface temperature for meteorology and climatology: a review

  2011cited by this paper
• Quantifying the influence of land-use and surface characteristics on spatial variability in the urban heat island

  2009cited by this paper
• Climate change and extreme heat events.

  2008cited by this paper
• Temporal characteristics of the Beijing urban heat island

  2007cited by this paper
• More Intense, More Frequent, and Longer Lasting Heat Waves in the 21st Century

  2004cited by this paper
• Evaluating environmental influences of zoning in urban ecosystems with remote sensing

  2003cited by this paper
• Thermal remote sensing of urban climates

  2003cited by this paper
• Spatial distribution and microscale characteristics of the urban heat island in Tel-Aviv, Israel

  2000cited by this paper
• The Heat Island of the Urban Boundary Layer: Characteristics, Causes and Effects

  1995cited by this paper
• The energetic basis of the urban heat island

  1982cited by this paper

• No citing papers are available for this paper.