Recent applications of Landsat 8/OLI and Sentinel-2/MSI for land use and land cover map**: A systematic review

M ED Chaves, M CA Picoli, I D. Sanches - Remote Sensing, 2020 - mdpi.com
Recent applications of Landsat 8 Operational Land Imager (L8/OLI) and Sentinel-2
MultiSpectral Instrument (S2/MSI) data for acquiring information about land use and land …

[HTML][HTML] Crop monitoring by multimodal remote sensing: A review

P Karmakar, SW Teng, M Murshed, S Pang, Y Li… - Remote Sensing …, 2024 - Elsevier
Effective approaches to achieve food safety and security can prevent catastrophic situations.
Therefore, it is required to monitor agricultural crops on a regular basis. This can be easily …

Land use and land cover map** using Sentinel-2, Landsat-8 Satellite Images, and Google Earth Engine: A comparison of two composition methods

V Nasiri, A Deljouei, F Moradi, SMM Sadeghi, SA Borz - Remote Sensing, 2022 - mdpi.com
Accurate and real-time land use/land cover (LULC) maps are important to provide precise
information for dynamic monitoring, planning, and management of the Earth. With the advent …

[HTML][HTML] Land use map** using Sentinel-1 and Sentinel-2 time series in a heterogeneous landscape in Niger, Sahel

D Schulz, H Yin, B Tischbein, S Verleysdonk… - ISPRS Journal of …, 2021 - Elsevier
Land use maps describe the spatial distribution of natural resources, cultural landscapes,
and human settlements, serving as an important planning tool for decision makers. In the …

Integration of sentinel-1 and sentinel-2 for classification and LULC map** in the urban area of Belém, eastern Brazilian Amazon

PA Tavares, NES Beltrão, US Guimarães, AC Teodoro - Sensors, 2019 - mdpi.com
In tropical regions, such as in the Amazon, the use of optical sensors is limited by high cloud
coverage throughout the year. As an alternative, Synthetic Aperture Radar (SAR) products …

A review of regional and Global scale Land Use/Land Cover (LULC) map** products generated from satellite remote sensing

Y Wang, Y Sun, X Cao, Y Wang, W Zhang… - ISPRS Journal of …, 2023 - Elsevier
Abstract Land Use and Land Cover (LULC) map** products are essential for various
environmental studies, including ecological environmental assessments, resource …

Land use/land cover in view of earth observation: Data sources, input dimensions, and classifiers—A review of the state of the art

PC Pandey, N Koutsias, GP Petropoulos… - Geocarto …, 2021 - Taylor & Francis
Land use/land cover (LULC) is a fundamental concept of the Earth's system intimately
connected to many phases of the human and physical environment. Earth observation (EO) …

Crop type map** in the central part of the North China Plain using Sentinel-2 time series and machine learning

K Luo, L Lu, Y ** using random forest classification: A case study of Northern Croatia
D Dobrinić, M Gašparović, D Medak - Remote Sensing, 2021 - mdpi.com
Land-cover (LC) map** in a morphologically heterogeneous landscape area is a
challenging task since various LC classes (eg, crop types in agricultural areas) are …

A CNN-based fusion method for feature extraction from sentinel data

G Scarpa, M Gargiulo, A Mazza, R Gaetano - Remote Sensing, 2018 - mdpi.com
Sensitivity to weather conditions, and specially to clouds, is a severe limiting factor to the use
of optical remote sensing for Earth monitoring applications. A possible alternative is to …