Interannual changes of coastal aquaculture ponds in China at 10-m spatial resolution during 2016–2021

M Wang, D Mao, X ** using Sentinel-1 and Sentinel-2 satellite data
M Marjani, M Mahdianpari, F Mohammadimanesh… - Remote Sensing, 2024 - mdpi.com
Wetland map** is a critical component of environmental monitoring, requiring advanced
techniques to accurately represent the complex land cover patterns and subtle class …

Iranian wetland inventory map at a spatial resolution of 10 m using Sentinel-1 and Sentinel-2 data on the Google Earth Engine cloud computing platform

MA Hemati, M Hasanlou, M Mahdianpari… - Environmental …, 2023 - Springer
Detailed wetland inventories and information about the spatial arrangement and the extent
of wetland types across the Earth's surface are crucially important for resource assessment …

Comprehensive landsat-based analysis of long-term surface water dynamics over wetlands and waterbodies in North America

M Hemati, M Mahdianpari, H Shiri… - Canadian Journal of …, 2023 - Taylor & Francis
Wetlands are considered one of the most valuable ecosystems around the world and
provide numerous environmental services, including water purification, flood protection, and …

Integrating SAR and optical data for aboveground biomass estimation of coastal wetlands using machine learning: Multi-scale approach

M Hemati, M Mahdianpari, H Shiri… - Remote Sensing, 2024 - mdpi.com
Coastal wetlands encompass diverse ecosystems such as tidal marshes, mangroves, and
seagrasses, which harbor substantial amounts of carbon (C) within their vegetation and …

Classification and spatio-temporal evolution analysis of coastal wetlands in the Liaohe Estuary from 1985 to 2023: based on feature selection and sample migration …

L Ke, Q Tan, Y Lu, Q Wang, G Zhang… - Frontiers in Forests …, 2024 - frontiersin.org
Coastal wetlands are important areas with valuable natural resources and diverse
biodiversity. Due to the influence of both natural factors and human activities, the landscape …

Urban methane emission monitoring across North America using TROPOMI data: an analytical inversion approach

M Hemati, M Mahdianpari, R Nassar, H Shiri… - Scientific Reports, 2024 - nature.com
Monitoring methane emissions is crucial in mitigating climate change as it has a relatively
short atmospheric lifetime of about 12 years and a significant radiative forcing impact. To …

Quantifying Heterogeneous Ecosystem Services with Multi-Label Soft Classification

Z Tian, J Upchurch, GA Simon, J Dubeux… - IGARSS 2024-2024 …, 2024 - ieeexplore.ieee.org
Understanding and quantifying ecosystem services are crucial for sustainable
environmental management, conservation efforts, and policy-making. The advancement of …

Machine Learning-Based Classification of Small-Sized Wetlands Using Sentinel-2 Images

EAL Salas, SS Kumaran, R Bennett… - AIMS …, 2024 - ui.adsabs.harvard.edu
Wetlands are invaluable ecosystems, offering essential services such as carbon
sequestration, water purification, flood control and habitat for countless aquatic species …

High-Precision Map** of Aquaculture Ponds Based on Multi-Feature Fusion, Using Sentinel-1 and Sentinel-2 Time Series Images

X Wang, J Liu, Y Zhou, R Hu, H Zhang - papers.ssrn.com
The rapid increase in the global population in recent decades has resulted in a decline in
wild fishery resources and a corresponding surge in aquaculture development. Coastal …