[HTML][HTML] WetMapFormer: A unified deep CNN and vision transformer for complex wetland mapping

A Jamali, SK Roy, P Ghamisi - … Journal of Applied Earth Observation and …, 2023 - Elsevier
Abstract The Ramsar Convention of 1971 encourages wetland preservation, but it is unclear
how climate change will affect wetland extent and related biodiversity. Due to the use of the …

Remote data for mapping and monitoring coastal phenomena and parameters: A systematic review

RM Cavalli - Remote Sensing, 2024 - mdpi.com
Since 1971, remote sensing techniques have been used to map and monitor phenomena
and parameters of the coastal zone. However, updated reviews have only considered one …

[HTML][HTML] 10 m crop type mapping using Sentinel-2 reflectance and 30 m cropland data layer product

KH Tran, HK Zhang, JT McMaine, X Zhang… - International Journal of …, 2022 - Elsevier
The 30 m resolution US Department of Agriculture (USDA) crop data layer (CDL) is a widely
used crop type map for agricultural management and assessment, environmental impact …

Leveraging Google Earth Engine platform to characterize and map small seasonal wetlands in the semi-arid environments of South Africa

S Gxokwe, T Dube, D Mazvimavi - Science of the Total Environment, 2022 - Elsevier
Although significant scientific research strides have been made in mapping the spatial
extents and ecohydrological dynamics of wetlands in semi-arid environments, the focus on …

[HTML][HTML] Automatization and evaluation of a remote sensing-based indicator for wetland health assessment in East Africa on national and local scales

S Steinbach, E Hentschel, K Hentze, A Rienow… - Ecological …, 2023 - Elsevier
To avoid wetland degradation and promote sustainable wetlands use, decision-makers and
managing institutions need quantified and spatially explicit information on wetland …

Using cloud computing techniques to monitor long-term variations in ecohydrological dynamics of small seasonally-flooded wetlands in semi-arid South Africa

S Gxokwe, T Dube, D Mazvimavi, M Grenfell - Journal of Hydrology, 2022 - Elsevier
Wetlands in drylands have high inter-and intra-annual ecohydrological variations that are
driven to a great extent by climate variability and anthropogenic influences. The Ramsar …

Compiling a high-resolution country-level ecosystem map to support environmental policy: methodological challenges and solutions from Hungary

E Tanács, M Belényesi, R Lehoczki, R Pataki… - Geocarto …, 2022 - Taylor & Francis
High-resolution ecosystem maps increase the efficiency of policy implementation. However,
due to challenges related to both data and methods, such maps of appropriate scale and …

Evaluating the impact of land use and land cover change on unprotected wetland ecosystems in the arid-tropical areas of South Africa using the Landsat dataset and …

KH Thamaga, T Dube, C Shoko - Geocarto International, 2022 - Taylor & Francis
The study explored the impact of Land Use and Land Cover (LULC) change dynamics in
relation to the condition and status of an unprotected wetland located in the arid-tropical …

[HTML][HTML] Soil organic carbon estimation via remote sensing and machine learning techniques: Global topic modeling and research trend exploration

T Li, L Cui, Y Wu, TI McLaren, A Xia, R Pandey, H Liu… - Remote Sensing, 2024 - mdpi.com
Understanding and monitoring soil organic carbon (SOC) stocks is crucial for ecosystem
carbon cycling, services, and addressing global environmental challenges. This study …

Ecotope-based diversity monitoring of wetland using infused machine learning technique

VK Verma, K Sur, C Prakash - Water Conservation Science and …, 2023 - Springer
Monitoring of ecotope-based diversity in inaccessible wetlands at a spatio-temporal scale is
facilitated by remote sensing and GIS technique, cost-effectively. This study pertains to the …