Tatiana Alvares-Sanches

Lecturer in Data Science · School of Computing

geospatial analysisurban analyticsenvironmental data sciencebig datamachine learningurban environmentcity planningdata visualisation

简介

Tatiana Alvares-Sanches is a Lecturer in Data Science at Newcastle University, Director for the Degree Apprenticeship in Data Analytics and part of the Programme Management Board for the CDT Geospatial Systems. Her research focuses on geospatial analysis, urban analytics and environmental data science, combining big data and machine learning to understand urban environments and their impacts on people. She is also a Fellow of the Higher Education Academy.

教育经历

PhD in geospatial analysis, University of Southampton

代表成果

To Bag or Not to Bag? How AudioMoth-Based Passive Acoustic Monitoring Is Impacted by Protective Coverings
Mobile surveys and machine learning can improve urban noise mapping: Beyond A-weighted measurements of exposure
Tracking a city’s center of gravity over 500 years of growth from a time series of georectified historical maps
Spatial variation in sound frequency components across an urban area derived from mobile surveys
Quantifying how landscape composition and configuration affect urban land surface temperatures using machine learning and neutral landscapes
How sharing can contribute to more sustainable cities

数据校验于 9/6/2026数据来源

学生评价

还没有评价。成为第一位分享经验的学生吧。