Article

A Stacked Deep Learning Framework for 100m Gridded Anthropogenic Heat Inventory Mapping in 64 Belt and Road Countries

2026-07-02

Abstract excerpt

<title>Abstract</title> <p>Anthropogenic heat (AH) is heat generated by human activities. Anthropogenic heat emission (AHE) has an important impact on urban thermal environment, atmospheric circulation, air quality, and even regional climate. Accurate estimation of AH is of great significance to the study of human activities affecting the climate and environment. In recent years, the rapid development of informat...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 7887f7e1-5633-5a74-97ff-7c54bcb32c74
DOI: 10.21203/rs.3.rs-10065224/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

A Stacked Deep Learning Framework for 100m Gridded Anthropogenic Heat Inventory Mapping in 64 Belt and Road CountriesDOI 10.21203/rs.3.rs-10065224/v1Read

Global long-term mapping of surface temperature shows intensified intra-city urban heat island extremesSemantic proximity Read

Economic Impact of COVID-19 Containment Policies: Evidence Based on Novel Surface Heat Data from the People’s Republic of ChinaSemantic proximity Read

Quantifying Complex Urban Spillover Effects via Physics-based Deep LearningSemantic proximity Read

Hyperlocal US PM2.5 Trace Elements Super-learnedSemantic proximity Read

Air pollution modelling and forecasting using hybrid machine learning for Craiova City in RomaniaSemantic proximity Read

Climate action for health and wellbeing in cities: a protocol for the systematic development of a database of peer-reviewed studies using machine learning methodsSemantic proximity Read

A new perspective to assess the urban heat island through remotely sensed atmospheric profilesSemantic proximity Read

Remote sensing and GPS mobility reveal heat’s impact on human activity across diverse climatesSemantic proximity Read

Anthropogenic influence on extreme precipitation over global land areas seen in multiple observational datasetsSemantic proximity Read

Policy-sensitive feature-driven machine learning for urban air quality prediction and environmental governance applicationsSemantic proximity Read

Urban surface classification using self-supervised domain adaptive deep learning models and its application in urban environment studiesSemantic proximity Read

Air pollution forecasting and modelling using hybrid machine learning for Craiova City in RomaniaSemantic proximity Read