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 …

A time-series classification approach based on change detection for rapid land cover map**

J Yan, L Wang, W Song, Y Chen, X Chen… - ISPRS Journal of …, 2019 - Elsevier
Abstract Land-Use/Land-Cover Time-Series Classification (LULC-TSC) is an important and
challenging problem in terrestrial remote sensing. Detecting change-points, dividing the …

Big data and machine learning for crop protection

RHL Ip, LM Ang, KP Seng, JC Broster… - … and Electronics in …, 2018 - Elsevier
Crop protection is the science and practice of managing plant diseases, weeds and other
pests. Weed management and control are important given that crop yield losses caused by …

Spatio-temporal classification and prediction of land use and land cover change for the Vembanad Lake system, Kerala: a machine learning approach

P Kulithalai Shiyam Sundar, PC Deka - Environmental Science and …, 2022 - Springer
Land use and land cover (LULC) change has become a critical issue for decision planners
and conservationists due to inappropriate growth and its effect on natural ecosystems. As a …

[HTML][HTML] Support vector machine accuracy assessment for extracting green urban areas in towns

N Kranjčić, D Medak, R Župan, M Rezo - Remote sensing, 2019 - mdpi.com
The most commonly used model for analyzing satellite imagery is the Support Vector
Machine (SVM). Since there are a large number of possible variables for use in SVM, this …

Land use/land cover change and environmental impact assessment in béni-mellal district (morocco) using remote sensing and gis

A Barakat, Z Ouargaf, R Khellouk, A El Jazouli… - Earth Systems and …, 2019 - Springer
Urbanization sprawls at the expense of the surrounding land corresponding generally to
agricultural land or natural areas. Therefore, evaluating land use and land cover change …

Knowledge discovery from remote sensing images: A review

L Wang, J Yan, L Mu, L Huang - Wiley Interdisciplinary Reviews …, 2020 - Wiley Online Library
The development of Earth observation (EO) technology has made the volume of remote
sensing data archiving continually larger, but the knowledge hidden in massive remote …

[HTML][HTML] Machine learning methods for classification of the green infrastructure in city areas

N Kranjčić, D Medak, R Župan, M Rezo - ISPRS International Journal of …, 2019 - mdpi.com
Rapid urbanization in cities can result in a decrease in green urban areas. Reductions in
green urban infrastructure pose a threat to the sustainability of cities. Up-to-date maps are …