A review on flood management technologies related to image processing and machine learning

HS Munawar, AWA Hammad, ST Waller - Automation in Construction, 2021 - Elsevier
Flood management, which involves flood prediction, detection, map**, evacuation, and
relief activities, can be improved via the adoption of state-of-the-art tools and technology …

Very deep convolutional neural networks for complex land cover map** using multispectral remote sensing imagery

M Mahdianpari, B Salehi, M Rezaee… - Remote Sensing, 2018 - mdpi.com
Despite recent advances of deep Convolutional Neural Networks (CNNs) in various
computer vision tasks, their potential for classification of multispectral remote sensing …

China's wetlands loss to urban expansion

D Mao, Z Wang, J Wu, B Wu, Y Zeng… - Land degradation & …, 2018 - Wiley Online Library
Humans benefit from multiple ecosystem services of wetlands, but massive wetland loss has
occurred worldwide due to rapid urbanization. To assess the problem, it is necessary to …

Random forest wetland classification using ALOS-2 L-band, RADARSAT-2 C-band, and TerraSAR-X imagery

M Mahdianpari, B Salehi, F Mohammadimanesh… - ISPRS Journal of …, 2017 - Elsevier
Wetlands are important ecosystems around the world, although they are degraded due both
to anthropogenic and natural process. Newfoundland is among the richest Canadian …

Deep convolutional neural network for complex wetland classification using optical remote sensing imagery

M Rezaee, M Mahdianpari, Y Zhang… - IEEE Journal of …, 2018 - ieeexplore.ieee.org
The synergistic use of spatial features with spectral properties of satellite images enhances
thematic land cover information, which is of great significance for complex land cover …

[HTML][HTML] The challenges of remote monitoring of wetlands

AL Gallant - Remote Sensing, 2015 - mdpi.com
Wetlands are highly productive and support a wide variety of ecosystem goods and services.
Various forms of global change impose compelling needs for timely and reliable information …

Practical guide to measuring wetland carbon pools and fluxes

S Bansal, IF Creed, BA Tangen, SD Bridgham… - Wetlands, 2023 - Springer
Wetlands cover a small portion of the world, but have disproportionate influence on global
carbon (C) sequestration, carbon dioxide and methane emissions, and aquatic C fluxes …

A large-scale change monitoring of wetlands using time series Landsat imagery on Google Earth Engine: a case study in Newfoundland

M Mahdianpari, H Jafarzadeh, JE Granger… - GIScience & Remote …, 2020 - Taylor & Francis
Wetlands across Canada have been, and continue to be, lost or altered under the influence
of both anthropogenic and natural activities. The ability to assess the rate of change to …