A review of the opportunities and challenges for using remote sensing for management of surface-canopy forming kelps

KC Cavanaugh, T Bell, M Costa, NE Eddy… - Frontiers in Marine …, 2021 - frontiersin.org
Surface-canopy forming kelps provide the foundation for ecosystems that are ecologically,
culturally, and economically important. However, these kelp forests are naturally dynamic …

Towards the spectral restoration of shadowed areas in hyperspectral images based on nonlinear unmixing

G Zhang, D Cerra, R Muller - 2019 10th Workshop on …, 2019 - ieeexplore.ieee.org
This work proposes a new shadow restoration method for hyperspectral images based on
nonlinear unmixing. A physical model is introduced to estimate the shadowed spectrum from …

A review on various shadow detection and compensation techniques in remote sensing images

Y Mostafa - Canadian journal of remote sensing, 2017 - Taylor & Francis
Remote sensing images provide a valuable source of information about the earth's surface.
The presence of shadow can reduce the amount of information that can be extracted from …

Improved machine-learning mapping of local climate zones in metropolitan areas using composite Earth observation data in Google Earth Engine

LCH Chung, J Xie, C Ren - Building and Environment, 2021 - Elsevier
Accurate, large-scale local climate zone (LCZ) maps with data consistency are crucial for
urban environmental studies globally. However, current approaches using Earth observation …

Shadow detection in very high spatial resolution aerial images: A comparative study

KRM Adeline, M Chen, X Briottet, SK Pang… - ISPRS Journal of …, 2013 - Elsevier
Automatic shadow detection is a very important pre-processing step for many remote
sensing applications, particularly for images acquired with high spatial resolution. In …

Shadow detection and reconstruction in high-resolution satellite images via morphological filtering and example-based learning

H Song, B Huang, K Zhang - IEEE Transactions on Geoscience …, 2013 - ieeexplore.ieee.org
The shadows in high-resolution satellite images are usually caused by the constraints of
imaging conditions and the existence of high-rise objects, and this is particularly so in urban …

A complete processing chain for shadow detection and reconstruction in VHR images

L Lorenzi, F Melgani, G Mercier - IEEE transactions on …, 2012 - ieeexplore.ieee.org
The presence of shadows in very high resolution (VHR) images can represent a serious
obstacle for their full exploitation. This paper proposes to face this problem as a whole …

Shadow detection and removal in RGB VHR images for land use unsupervised classification

A Movia, A Beinat, F Crosilla - ISPRS Journal of Photogrammetry and …, 2016 - Elsevier
Nowadays, high resolution aerial images are widely available thanks to the diffusion of
advanced technologies such as UAVs (Unmanned Aerial Vehicles) and new satellite …

Shadow detection and removal for occluded object information recovery in urban high-resolution panchromatic satellite images

N Su, Y Zhang, S Tian, Y Yan… - IEEE Journal of Selected …, 2016 - ieeexplore.ieee.org
The existence of shadows in very high-resolution panchromatic satellite images can occlude
some objects to cause the reduction or loss of their information, particularly in urban scenes …

Using unmanned aerial vehicle‐based multispectral, RGB and thermal imagery for phenotyping of forest genetic trials: A case study in Pinus halepensis

F Santini, SC Kefauver, V Resco de Dios… - Annals of Applied …, 2019 - Wiley Online Library
The assessment of genetic differentiation in functional traits is fundamental towards
understanding the adaptive characteristics of forest species. While traditional phenotyping …