On the use of unmanned aerial systems for environmental monitoring

S Manfreda, MF McCabe, PE Miller, R Lucas… - Remote sensing, 2018 - mdpi.com
Environmental monitoring plays a central role in diagnosing climate and management
impacts on natural and agricultural systems; enhancing the understanding of hydrological …

Drones for conservation in protected areas: Present and future

J Jiménez López, M Mulero-Pázmány - Drones, 2019 - mdpi.com
Park managers call for cost-effective and innovative solutions to handle a wide variety of
environmental problems that threaten biodiversity in protected areas. Recently, drones have …

UAV data as alternative to field sampling to map woody invasive species based on combined Sentinel-1 and Sentinel-2 data

T Kattenborn, J Lopatin, M Förster, AC Braun… - Remote sensing of …, 2019 - Elsevier
Invasive plant species can pose major threats to biodiversity, ecosystem functioning and
services. Satellite based remote sensing has evolved as an important technology to spatially …

Drone image segmentation using machine and deep learning for mapping raised bog vegetation communities

S Bhatnagar, L Gill, B Ghosh - Remote Sensing, 2020 - mdpi.com
The application of drones has recently revolutionised the mapping of wetlands due to their
high spatial resolution and the flexibility in capturing images. In this study, the drone imagery …

UAVs as remote sensing platforms in plant ecology: review of applications and challenges

Z Sun, X Wang, Z Wang, L Yang, Y Xie… - Journal of Plant …, 2021 - academic.oup.com
Abstract Aims Unmanned aerial vehicles (UAVs), ie drones, have recently emerged as cost-
effective and flexible tools for acquiring remote sensing data with fine spatial and temporal …

Using remote sensing to characterize riparian vegetation: A review of available tools and perspectives for managers

L Huylenbroeck, M Laslier, S Dufour, B Georges… - Journal of environmental …, 2020 - Elsevier
Riparian vegetation is a central component of the hydrosystem. As such, it is often subject to
management practices that aim to influence its ecological, hydraulic or hydrological …

Evaluating soil moisture content under maize coverage using UAV multimodal data by machine learning algorithms

Y Zhang, W Han, H Zhang, X Niu, G Shao - Journal of Hydrology, 2023 - Elsevier
Timely and accurate estimation of soil moisture content (SMC) is essential for precise
irrigation management at the farm scale. Unmanned aerial vehicle (UAV) remote sensing …

[HTML][HTML] Mapping tree species using advanced remote sensing technologies: A state-of-the-art review and perspective

R Pu - Journal of remote sensing, 2021 - spj.science.org
Timely and accurate information on tree species (TS) is crucial for developing strategies for
sustainable management and conservation of artificial and natural forests. Over the last four …

An object-based image analysis workflow for monitoring shallow-water aquatic vegetation in multispectral drone imagery

D Chabot, C Dillon, A Shemrock, N Weissflog… - … International Journal of …, 2018 - mdpi.com
High-resolution drone aerial surveys combined with object-based image analysis are
transforming our capacity to monitor and manage aquatic vegetation in an era of invasive …

Identifying and mapping individual medicinal plant Lamiophlomis rotata at high elevations by using unmanned aerial vehicles and deep learning

R Ding, J Luo, C Wang, L Yu, J Yang, M Wang… - Plant Methods, 2023 - Springer
Background The identification and enumeration of medicinal plants at high elevations is an
important part of accurate yield calculations. However, the current assessment of medicinal …