Land-use land-cover classification by machine learning classifiers for satellite observations—A review

S Talukdar, P Singha, S Mahato, S Pal, YA Liou… - Remote sensing, 2020 - mdpi.com
Rapid and uncontrolled population growth along with economic and industrial development,
especially in developing countries during the late twentieth and early twenty-first centuries …

Global urban land-use trends and climate impacts

KC Seto, JM Shepherd - Current Opinion in Environmental Sustainability, 2009 - Elsevier
In 2008, the global urban population exceeded the nonrural population for the first time in
history, and it is estimated that by 2050, 70% of the world population will live in urban areas …

Land use/land cover change and its impact on surface urban heat island and urban thermal comfort in a metropolitan city

MW Naikoo, ARMT Islam, J Mallick, A Rahman - Urban Climate, 2022 - Elsevier
The increasing urban heat island intensity (UHII) is a matter of concern for the sustainable
urban planning and maintaining urban thermal comfort in the metropolitan cities of …

[HTML][HTML] Analyses of land use land cover (LULC) change and built-up expansion in the suburb of a metropolitan city: Spatio-temporal analysis of Delhi NCR using …

MW Naikoo, M Rihan, M Ishtiaque - Journal of Urban Management, 2020 - Elsevier
During past four decades, in post economic reforms period, Delhi and its surrounding
regions has attracted a large number of populations which led to the rapid transformation of …

Improving land cover classification in an urbanized coastal area by random forests: The role of variable selection

F Zhang, X Yang - Remote Sensing of Environment, 2020 - Elsevier
Land cover mapping in complex environments can be challenging due to their landscape
heterogeneity. With the increasing availability of various open-access remotely sensed …

[HTML][HTML] Diurnal and seasonal trends and associated determinants of surface urban heat islands in large Bangladesh cities

A Dewan, G Kiselev, D Botje - Applied Geography, 2021 - Elsevier
Many surface urban heat island (SUHI) studies have been conducted around the globe,
however there is still a lack of information available regarding the intensity of SUHI (SUHII) …

[PDF][PDF] 遥感影像分类方法研究进展

贾坤, 李强子, 田亦陈, 吴炳方 - 光谱学与光谱分析, 2011 - researching.cn
摘要遥感影像分类是遥感信息提取的重要手段是目前遥感技术中的热点研究内容分类方法是
遥感影像分类的重要内容有效地选择合适的分类方法是提高分类精度的关键随着遥感技术的 …

Appraisal of kappa-based metrics and disagreement indices of accuracy assessment for parametric and nonparametric techniques used in LULC classification and …

P Verma, A Raghubanshi, PK Srivastava… - Modeling Earth Systems …, 2020 - Springer
In the face of rapid urbanization, monitoring urban expansion has gained importance to
sustainably manage the land resources and minimize the impact on the environment …

Assessment of land use/land cover change in the North-West District of Delhi using remote sensing and GIS techniques

A Rahman, S Kumar, S Fazal, MA Siddiqui - Journal of the Indian Society …, 2012 - Springer
Land is one of the prime natural resources. A city grows not only by population but also by
changes in spatial dimensions. Urban population growth and urban sprawl induced land …

Sample size determination for image classification accuracy assessment and comparison

GM Foody - International Journal of Remote Sensing, 2009 - Taylor & Francis
Many factors influence the quality and value of a classification accuracy assessment and
evaluation programme. This paper focuses on the size of the testing set (s) used with …