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 develo** countries during the late twentieth and early twenty-first centuries …

[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 …

[HTML][HTML] A systematic review of open data in agriculture

J Chamorro-Padial, R García, R Gil - Computers and Electronics in …, 2024 - Elsevier
In this work, we perform a systematic literature review of Open Data and Public Domain
datasets in Agriculture. We use the PRISMA method to analyze the existing academic …

Dynamics of ecosystem services (ESs) in response to land use land cover (LU/LC) changes in the lower Gangetic plain of India

S Talukdar, P Singha, S Mahato, B Praveen… - Ecological …, 2020 - Elsevier
The ecosystems provide a range of material as well as non-material services that contribute
to human well-being as well as supply necessary resources for the organisms. The land …

Impervious surface growth and its inter-relationship with vegetation cover and land surface temperature in peri-urban areas of Delhi

D Dutta, A Rahman, SK Paul, A Kundu - Urban Climate, 2021 - Elsevier
Spatial changes in urban areas are closely associated with the increasing impervious land
and thus, monitoring the spatio-temporal changes in impervious area is crucial for identifying …

[HTML][HTML] Exploring the spatio-temporal dynamics of ecosystem health: A study on a rapidly urbanizing metropolitan area of Lower Gangetic Plain, India

M Das, A Das, P Pereira, A Mandal - Ecological Indicators, 2021 - Elsevier
Abstract The assessment of Ecosystem Health (EH) is crucial for effective ecosystem
services (ES) management and global environmental change assessment. This study aims …

Urban expansion and vegetation dynamics: The role of protected areas in preventing vegetation loss in a growing mega city

S Talukdar, MW Naikoo, A Rahman - Habitat International, 2024 - Elsevier
The decrease in vegetation cover due to urban expansion poses serious challenge to urban
sustainability. Protected areas (PAs) are the most effective tools to prevent the loss of urban …

Urban heat island dynamics in response to land-use/land-cover change in the coastal city of Mumbai

Shahfahad, M Rihan, MW Naikoo, MA Ali… - Journal of the Indian …, 2021 - Springer
The rapid urbanization and land-use/land-cover (LU/LC) changes have resulted in the
unplanned and unsustainable growth of the Indian cities. This has resulted in a number of …

Comparison of machine learning classifiers for multitemporal and multisensor map** of urban LULC features

Y Ouma, B Nkwae, D Moalafhi… - … Archives of the …, 2022 - isprs-archives.copernicus.org
This study compares four machine-learning algorithms comprising of Classification And
Regression Trees (CART), Random Forest (RF), Gradient Tree Boosting (GTB) and Support …

Earth observation data sets in monitoring of urbanization and urban heat island of Delhi, India

P Singh, A Sarkar Chaudhuri, P Verma… - … , Natural Hazards and …, 2022 - Taylor & Francis
Rapid urbanization and land use transformation coupled with climate change impact are
witnessed for development urban heat island worldwide and make it major environmental …