Time series analysis of InSAR data: Methods and trends

B Osmanoğlu, F Sunar, S Wdowinski… - ISPRS Journal of …, 2016 - Elsevier
Time series analysis of InSAR data has emerged as an important tool for monitoring and
measuring the displacement of the Earth's surface. Changes in the Earth's surface can result …

Hyperspectral and lidar data applied to the urban land cover machine learning and neural-network-based classification: A review

A Kuras, M Brell, J Rizzi, I Burud - Remote sensing, 2021 - mdpi.com
Rapid technological advances in airborne hyperspectral and lidar systems paved the way
for using machine learning algorithms to map urban environments. Both hyperspectral and …

Land-use and land-cover (LULC) change detection in Wami River Basin, Tanzania

S Twisa, MF Buchroithner - Land, 2019 - mdpi.com
Anthropogenic activities have substantially changed natural landscapes, especially in
regions which are extremely affected by population growth and climate change such as East …

Improving the impervious surface estimation with combined use of optical and SAR remote sensing images

Y Zhang, H Zhang, H Lin - Remote Sensing of Environment, 2014 - Elsevier
Accurate mapping of urban impervious surfaces is important but challenging due to the
diversity of urban land covers. This study presents an effort to synergistically combine optical …

Multi3net: segmenting flooded buildings via fusion of multiresolution, multisensor, and multitemporal satellite imagery

TGJ Rudner, M Rußwurm, J Fil, R Pelich… - Proceedings of the AAAI …, 2019 - aaai.org
We propose a novel approach for rapid segmentation of flooded buildings by fusing
multiresolution, multisensor, and multitemporal satellite imagery in a convolutional neural …

A review of time-series interferometric SAR techniques: A tutorial for surface deformation analysis

F Xue, X Lv, F Dou, Y Yun - IEEE Geoscience and Remote …, 2020 - ieeexplore.ieee.org
Over the past two decades, the time-series interferometric synthetic aperture radar (InSAR)
technique has been developed to estimate surface deformation parameters. Because of its …

TanDEM-X mission—new perspectives for the inventory and monitoring of global settlement patterns

T Esch, H Taubenböck, A Roth… - Journal of Applied …, 2012 - spiedigitallibrary.org
TerraSAR-X add-on for digital elevation measurement (TanDEM-X) is a German Earth
observation mission collecting a total of two global coverages of very high resolution (VHR) …

Exploring the optimal integration levels between SAR and optical data for better urban land cover mapping in the Pearl River Delta

H Zhang, R Xu - International journal of applied earth observation and …, 2018 - Elsevier
Integrating synthetic aperture radar (SAR) and optical data to improve urban land cover
classification has been identified as a promising approach. However, which integration level …

Urban boundary extraction and sprawl analysis using Landsat images: A case study in Wuhan, China

S Hu, L Tong, AE Frazier, Y Liu - Habitat International, 2015 - Elsevier
Periodic monitoring and multi-scale characterization of urban sprawl is essential for
improving urban planning and development. However, historical sprawl analysis is not well …

Application of optical remote sensing in rubber plantations: a systematic review

FA Azizan, AM Kiloes, IS Astuti, A Abdul Aziz - Remote Sensing, 2021 - mdpi.com
Rubber (Hevea brasiliensis) is a tropical tree crop cultivated for the industrial production of
latex. The trees are tall, perennial and long-lived, and are typically grown in plantations. In …