Related references
Note: Only part of the references are listed.Mapping urban temperature using crowd-sensing data and machine learning
Marius Zumwald et al.
URBAN CLIMATE (2021)
Techniques for Interpretable Machine Learning
Mengnan Du et al.
COMMUNICATIONS OF THE ACM (2020)
Visualizing the effects of predictor variables in black box supervised learning models
Daniel W. Apley et al.
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2020)
How cognitive links and decision-making capacity shape sectoral experts' recognition of climate knowledge for adaptation
Maurice Skelton
CLIMATIC CHANGE (2020)
Emulating Earth system model temperatures with MESMER: from global mean temperature trajectories to grid-point-level realizations on land
Lea Beusch et al.
EARTH SYSTEM DYNAMICS (2020)
Deep learning and process understanding for data-driven Earth system science
Markus Reichstein et al.
NATURE (2019)
Applying big data beyond small problems in climate research
Benedikt Knusel et al.
NATURE CLIMATE CHANGE (2019)
Urban tree planting to maintain outdoor thermal comfort under climate change: The case of Vancouver's local climate zones
Mehdi Aminipouri et al.
BUILDING AND ENVIRONMENT (2019)
Definitions, methods, and applications in interpretable machine learning
W. James Murdoch et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2019)
Physics-Constrained Machine Learning of Evapotranspiration
Wen Li Zhao et al.
GEOPHYSICAL RESEARCH LETTERS (2019)
Effects of internal and external planning factors on park cooling intensity: field measurement of urban parks in Gold Coast, Australia
Jian Zhang et al.
AIMS ENVIRONMENTAL SCIENCE (2019)
Green roofs and facades: A comprehensive review
Ahmet B. Besir et al.
RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2018)
Toward Data-Driven Weather and Climate Forecasting: Approximating a Simple General Circulation Model With Deep Learning
S. Scher
GEOPHYSICAL RESEARCH LETTERS (2018)
Present and projected future mean radiant temperature for three European cities
Sofia Thorsson et al.
INTERNATIONAL JOURNAL OF BIOMETEOROLOGY (2017)
Understanding the drivers of marine liquid-water cloud occurrence and properties with global observations using neural networks
Hendrik Andersen et al.
ATMOSPHERIC CHEMISTRY AND PHYSICS (2017)
Towards Systematic Prediction of Urban Heat Islands: Grounding Measurements, Assessing Modeling Techniques
Jackson Voelkel et al.
CLIMATE (2017)
Transpiration of urban trees and its cooling effect in a high latitude city
Janina Konarska et al.
INTERNATIONAL JOURNAL OF BIOMETEOROLOGY (2016)
Influence of vegetation and building geometry on the spatial variations of air temperature and cooling rates in a high-latitude city
Janina Konarska et al.
INTERNATIONAL JOURNAL OF CLIMATOLOGY (2016)
Experimental investigation of the thermal performances of an extensive green roof in the Mediterranean area
Piero Bevilacqua et al.
ENERGY AND BUILDINGS (2016)
Influence of ground surface characteristics on the mean radiant temperature in urban areas
Fredrik Lindberg et al.
INTERNATIONAL JOURNAL OF BIOMETEOROLOGY (2016)
Combined vegetation volume and greenness affect urban air temperature
Amelie Y. Davis et al.
APPLIED GEOGRAPHY (2016)
Countrywide Stereo-Image Matching for Updating Digital Surface Models in the Framework of the Swiss National Forest Inventory
Christian Ginzler et al.
REMOTE SENSING (2015)
The influence of vegetation and building morphology on shadow patterns and mean radiant temperatures in urban areas: model development and evaluation
Fredrik Lindberg et al.
THEORETICAL AND APPLIED CLIMATOLOGY (2011)
Urban greening to cool towns and cities: A systematic review of the empirical evidence
Diana E. Bowler et al.
LANDSCAPE AND URBAN PLANNING (2010)
The robust Volterra Principle
Michael Weisberg et al.
PHILOSOPHY OF SCIENCE (2008)
Greedy function approximation: A gradient boosting machine
JH Friedman
ANNALS OF STATISTICS (2001)