Sentinel-2 data for land cover/use map**: A review

D Phiri, M Simwanda, S Salekin, VR Nyirenda… - Remote Sensing, 2020 - mdpi.com
The advancement in satellite remote sensing technology has revolutionised the approaches
to monitoring the Earth's surface. The development of the Copernicus Programme by the …

Prediction of soil organic carbon and the C: N ratio on a national scale using machine learning and satellite data: A comparison between Sentinel-2, Sentinel-3 and …

T Zhou, Y Geng, C Ji, X Xu, H Wang, J Pan… - Science of the Total …, 2021 - Elsevier
Soil organic carbon (SOC) and soil carbon-to-nitrogen ratio (C: N) are the main indicators of
soil quality and health and play an important role in maintaining soil quality. Together with …

An overview of groundwater monitoring through point-to satellite-based techniques

A Masood, MAUR Tariq, MZUR Hashmi, M Waseem… - Water, 2022 - mdpi.com
Groundwater supplies approximately half of the total global domestic water demand. It also
complements the seasonal and annual variabilities of surface water. Monitoring of …

Impact of texture information on crop classification with machine learning and UAV images

GH Kwak, NW Park - Applied Sciences, 2019 - mdpi.com
Unmanned aerial vehicle (UAV) images that can provide thematic information at much
higher spatial and temporal resolutions than satellite images have great potential in crop …

[HTML][HTML] Improving urban land cover classification with combined use of sentinel-2 and sentinel-1 imagery

B Hu, Y Xu, X Huang, Q Cheng, Q Ding, L Bai… - … International Journal of …, 2021 - mdpi.com
Accurate land cover map** is important for urban planning and management. Remote
sensing data have been widely applied for urban land cover map**. However, obtaining …

Evaluation of Sentinel-1 and 2 time series for land cover classification of forest–agriculture mosaics in temperate and tropical landscapes

A Mercier, J Betbeder, F Rumiano, J Baudry, V Gond… - Remote sensing, 2019 - mdpi.com
Monitoring forest–agriculture mosaics is crucial for understanding landscape heterogeneity
and managing biodiversity. Map** these mosaics from remotely sensed imagery remains …

Pantropical modelling of canopy functional traits using Sentinel-2 remote sensing data

J Aguirre-Gutiérrez, S Rifai, A Shenkin, I Oliveras… - Remote Sensing of …, 2021 - Elsevier
Tropical forest ecosystems are undergoing rapid transformation as a result of changing
environmental conditions and direct human impacts. However, we cannot adequately …

Intensity and stationarity analysis of land use change based on CART algorithm

X Sang, Q Guo, X Wu, Y Fu, T **e, C He, J Zang - Scientific reports, 2019 - nature.com
Land use directly reflects degree of human development and utilization of land. Intensity
analysis of land use is a quantitative method to analyze land use changes. In this paper …

Design of a hyperspectral imager using COTS optics for small satellite applications

EF Prentice, ME Grøtte, F Sigernes… - … Conference on Space …, 2021 - spiedigitallibrary.org
This paper describes the design of a pushbroom hyperspectral imager built for small satellite
applications. Its design allows for low weight, low cost, and flexible configuration making it …

[HTML][HTML] EnMAP-Box: Imaging spectroscopy in QGIS

B Jakimow, A Janz, F Thiel, A Okujeni, P Hostert… - SoftwareX, 2023 - Elsevier
Satellite missions like EnMAP and PRISMA generate raster images that describe the Earth's
environment with hyperspectral resolution. Such imaging spectroscopy data is of high value …