Mapping local climate zones for cities: A large review
The local climate zone (LCZ) system provides a universal classification mechanism for
urban and natural landscapes and plays an increasingly important role in urban climate …
urban and natural landscapes and plays an increasingly important role in urban climate …
Coastline extraction using remote sensing: A review
W Sun, C Chen, W Liu, G Yang, X Meng… - GIScience & Remote …, 2023 - Taylor & Francis
Coastlines are important basic geographic elements and mapping their spatial and attribute
changes can help monitor, model and manage coastal zones. Traditional studies focused on …
changes can help monitor, model and manage coastal zones. Traditional studies focused on …
[HTML][HTML] LCZ Generator: a web application to create Local Climate Zone maps
Since their introduction in 2012, Local Climate Zones (LCZs) emerged as a new standard for
characterizing urban landscapes, providing a holistic classification approach that takes into …
characterizing urban landscapes, providing a holistic classification approach that takes into …
[HTML][HTML] The urban morphology on our planet–Global perspectives from space
Urbanization is the second largest mega-trend right after climate change. Accurate
measurements of urban morphological and demographic figures are at the core of many …
measurements of urban morphological and demographic figures are at the core of many …
Comparative assessment of various machine learning‐based bias correction methods for numerical weather prediction model forecasts of extreme air temperatures in …
Forecasts of maximum and minimum air temperatures are essential to mitigate the damage
of extreme weather events such as heat waves and tropical nights. The Numerical Weather …
of extreme weather events such as heat waves and tropical nights. The Numerical Weather …
A deep learning model using geostationary satellite data for forest fire detection with reduced detection latency
Although remote sensing of active fires is well-researched, their early detection has received
less attention. Additionally, simple threshold approaches based on contextual statistical …
less attention. Additionally, simple threshold approaches based on contextual statistical …
[HTML][HTML] Combining expert and crowd-sourced training data to map urban form and functions for the continental US
Although continental urban areas are relatively small, they are major drivers of
environmental change at local, regional and global scales. Moreover, they are especially …
environmental change at local, regional and global scales. Moreover, they are especially …
Mapping horizontal and vertical urban densification in Denmark with Landsat time-series from 1985 to 2018: A semantic segmentation solution
Landsat imagery is an unparalleled freely available data source that allows reconstructing
land-cover and land-use change, including urban form. This paper addresses the challenge …
land-cover and land-use change, including urban form. This paper addresses the challenge …
So2Sat LCZ42: A benchmark data set for the classification of global local climate zones [Software and Data Sets]
Gaining access to labeled reference data is one of the great challenges in supervised
machine-learning endeavors. This is especially true for an automated analysis of remote …
machine-learning endeavors. This is especially true for an automated analysis of remote …
[HTML][HTML] Forecasting vapor pressure deficit for agricultural water management using machine learning in semi-arid environments
Precise evapotranspiration (ET) estimation is critical for agricultural water management,
particularly in water-stressed developing countries. Vapor Pressure Deficit is one of the ET …
particularly in water-stressed developing countries. Vapor Pressure Deficit is one of the ET …