Northern migration patterns and winter habitat use of hooded cranes (Grus monacha) in Suncheon Bay, South Korea. [PDF]
Jeong YH +8 more
europepmc +1 more source
DuckNet: an open‐source deep learning tool for waterfowl species identification in UAV imagery
Using drones with thermal‐RGB sensors and a deep learning model (RetinaNet with ResNet‐50), we surveyed non‐breeding waterfowl across restored wetlands in the Mississippi Alluvial Valley. Our model, DuckNet, achieved high accuracy and offers an open‐source, customizable tool for automated waterfowl detection to support conservation monitoring ...
Zack Loken +4 more
wiley +1 more source
Habitat Features Influencing Waterbird Use of Managed Wetlands Enrolled in a Public-Private Partnership for Land Conservation: The California Waterfowl Habitat Program. [PDF]
Hartman CA +4 more
europepmc +1 more source
Covariates influence optimal camera‐trap survey design for occupancy modelling
We investigated the impact of covariates (e.g., habitat quality, temperature) on the optimal design of camera trap surveys to estimate species occupancy. Using simulations of a virtual species, we found that increasing the number of cameras consistently reduced error across a range of covariate effects.
Owain Barton +4 more
wiley +1 more source
Wetland degradation promotes soil P fraction transformation by altering P-cycling functional genes and metabolic pathways. [PDF]
Jiang Y, Zou Y, Sun M, Zhu W, Xu W.
europepmc +1 more source
UAVs unveil the role of small scale vegetation structure on wader nest survival
In this study, we combine high‐resolution vegetation structural metrics derived from unmanned aerial vehicle (UAV) imagery with on‐field wader nest survival monitoring. We show that the immediate vegetation height and heterogeneity within a 2‐meter buffer surrounding the clutch of the recorded ground‐nesting wader species positively influenced its ...
Miguel Silva‐Monteiro +5 more
wiley +1 more source
Nitrous oxide and methane production and emission in wetlands receiving nonpoint source nitrate loads. [PDF]
Ampe HL +3 more
europepmc +1 more source
Tree canopy height is a key indicator of forest biomass and structure, yet accurate mapping across the Amazon remains challenging. Here, we generated a canopy height map of the Amazon forest at ~4.8 m resolution using Planet NICFI imagery and a deep learning U‐Net model trained with airborne LiDAR data.
Fabien H. Wagner +21 more
wiley +1 more source
Demystifying the impacts of anthropogenic activities on physicochemical characteristics of soil in four wetlands of Kashmir Valley, India. [PDF]
Mir UA +5 more
europepmc +1 more source
Using time‐series remote sensing to identify and track individual bird nests at large scales
Time‐series airborne imagery can potentially track individuals over time to collect information beyond one‐off counts. Using weekly UAS‐based imagery of wading bird colonies, we develop an automated approach to identifying nests. Our algorithmic approach detected 68–74% of known nests and exhibited similar performance to human review of imagery ...
S. K. Morgan Ernest +6 more
wiley +1 more source

