Assessing machine learning based supervised classifiers for built-up impervious surface area extraction from sentinel-2 images

M Misra, D Kumar, S Shekhar - Urban Forestry & Urban Greening, 2020 - Elsevier
Urban development concept requires a way forward towards smarter and easier urban
development. But due to unintended urbanization, which contributes to increased …

Review on the use of remote sensing for urban forest monitoring

R Shojanoori, HZM Shafri - Arboriculture & Urban Forestry (AUF), 2016 - auf.isa-arbor.com
Urban forests are vital in urban areas because they clean the air, absorb water, and protect
the environment from intense heat. Destruction of the urban forest by increased urbanization …

A Morphological Feature-Oriented Algorithm for Extracting Impervious Surface Areas Obscured by Vegetation in Collaboration with OSM Road Networks in Urban …

T Mao, Y Fan, S Zhi, J Tang - Remote Sensing, 2022 - mdpi.com
Remote sensing is the primary way to extract the impervious surface areas (ISAs). However,
the obstruction of vegetation is a long-standing challenge that prevents the accurate …

Extraction of earthquake-induced collapsed buildings from bi-temporal VHR images using object-level homogeneity index and histogram

J Liu, P Li - IEEE Journal of Selected Topics in Applied Earth …, 2019 - ieeexplore.ieee.org
The availability of very high resolution (VHR) satellite images has made the analysis of
remotely sensed data an increasingly effective tool for the extraction of urban building …

Extraction of urban impervious surface using two-season Worldview-2 images: A comparison

C Cai, P Li, H Jin - Photogrammetric Engineering & Remote …, 2016 - ingentaconnect.com
Although multispectral images acquired during the summer season have been used
extensively in impervious surface extraction with relatively high accuracy, the area of …

[PDF][PDF] 利用机载LiDAR 数据和高分辨率图像提取复杂城区建筑物

王雪, 李培军, 姜莎莎, 刘婧, 宋本钦 - 国土资源遥感, 2016 - cgsjournals.com
在复杂城区内部通常存在大量的阴影, 建筑物的屋顶也有多种类型, 这使得利用高分辨率遥感
图像自动提取建筑物变得困难. 针对上述2 个问题, 提出了一种综合利用高分辨率图像与机载 …