Preprints
Filtering by Subject: Environmental Monitoring
Designing Multi-Modal Ecosystem Monitoring Technologies: A Network of Networks Approach
Published: 2025-04-23
Subjects: Bioinformatics, Ecology and Evolutionary Biology, Environmental Monitoring, Software Engineering
The central promise of ecosystem monitoring technologies — like bioacoustic, camera trap, citizen science, eDNA, and satellite data — is to reveal changes in the structure and composition of the Earth’s ecological systems to facilitate timely and effective conservation action. Following the evolution and maturation of these technology systems, the fusion of multimodal observation systems — where [...]
Spatially varying population indices
Published: 2025-04-11
Subjects: Biodiversity, Ecology and Evolutionary Biology, Environmental Indicators and Impact Assessment, Environmental Monitoring, Population Biology
Large scale monitoring is fundamental for reliably tracking the fate of animal populations under changing environments and land-use practices. A common application of large scale population monitoring data is to produce indices of temporal change in species abundances, which are used in environmental policy assessments of species and biodiversity statuses. For index estimation, spatio-temporal [...]
theRmalUAV: an R package to clean and correct thermal UAV data for accurate land surface temperatures
Published: 2025-02-28
Subjects: Agricultural Science, Climate, Environmental Monitoring, Software Engineering
Thermal cameras mounted on unoccupied aerial vehicles (UAVs) are increasingly utilized across various environmental research fields, including hydrological modelling, wildfire detection, urban heat island studies, microclimate and precision agriculture. However, several steps are needed to convert the measured thermal signal to more relevant land surface temperature (LST). Since a number of users [...]
Different sources of wind turbine data produce sharp differences in collision risk estimates for foraging vultures
Published: 2024-12-06
Subjects: Biodiversity, Environmental Monitoring, Systems Biology, Zoology
Multiple studies assessed the collision risk of different vulture species with wind turbines. However, they relied on different sources of wind turbine data, and the effect of this data heterogeneity, on the estimated collision risk and the comparability of these assessments, has not been investigated. We used GPS and accelerometer data, collected from 6 adult Griffon Vultures living in Sardinia [...]
Twenty years of dynamic occupancy models: a review of applications and look to the future
Published: 2024-10-21
Subjects: Biodiversity, Ecology and Evolutionary Biology, Environmental Monitoring, Natural Resources and Conservation
Understanding patterns of species occupancy across landscapes and throughout time is a long-standing objective of ecological research that has inspired the development of numerous quantitative modelling approaches. However, estimating occupancy can be a challenge, particularly when contending with issues like imperfect detection and shifting distributions. Dynamic occupancy models (DOMs) offer a [...]
Snow persistence influences vegetation metrics central to Arctic greening analyses
Published: 2024-07-20
Subjects: Environmental Monitoring
Satellite imagery is critical for understanding land-surface change in the rapidly warming Arctic. Since the 1980s, studies have found positive trends in the normalised difference vegetation index (NDVI) derived from satellite imagery over the Arctic - commonly referred to as ‘Arctic greening’ and assumed to represent increased vegetation productivity. However, greening analyses use satellite [...]
Making use of spatially biased variables in ecosystem condition accounting – a GIS based workflow
Published: 2024-06-06
Subjects: Ecology and Evolutionary Biology, Environmental Indicators and Impact Assessment, Environmental Monitoring
Ecosystem Condition Accounts (ECA) should reflect the integrity or quality of all nature inside the scope of the account, and therefore rely on spatially representative indicators for condition. All ECAs are subject to data constraints in some way. Therefore, being able to make use of spatially biased data sets would be very valuable. For national ECAs, modelling approaches can in some cases be [...]
Global metrics for terrestrial biodiversity
Published: 2024-06-06
Subjects: Biodiversity, Environmental Indicators and Impact Assessment, Environmental Monitoring, Life Sciences, Natural Resources and Conservation
Biodiversity metrics are increasingly in demand for informing government, business, and civil society decisions. However, it is not always clear to end users how these metrics differ or for what purpose they are best suited. We seek to answer these questions using a database of 573 biodiversity-related metrics, indicators, indices, and layers, which address aspects of genetic diversity, species, [...]
Wildlife health perceptions and monitoring practices in globally distributed protected areas
Published: 2024-04-30
Subjects: Biodiversity, Environmental Monitoring, Epidemiology, Health Information Technology, Health Policy, Life Sciences, Natural Resources and Conservation, Recreation, Parks and Tourism Administration, Sustainability, Veterinary Preventive Medicine, Epidemiology, and Public Health
Deficits in wildlife health (WH) monitoring at protected areas (PAs) can weaken the detection of infectious diseases; physical, and chemical threats; rapid response; and assessment of health management practices, threatening biodiversity conservation and global health. However, there is a lack of baseline information regarding the local perception of wildlife, human, and livestock health [...]
Blood lead increases and haemoglobin decreases in urban birds along a soil contamination gradient in a mining city
Published: 2024-03-29
Subjects: Ecology and Evolutionary Biology, Environmental Health and Protection, Environmental Monitoring, Environmental Sciences, Life Sciences, Terrestrial and Aquatic Ecology
Lead contaminated soil is a persistent global threat to the health of animal populations. Nevertheless, links between soil lead and its adverse effects on exposed wildlife remain poorly understood. Here, we explore local geographic patterns of exposure in urban birds along a gradient of lead contamination in Broken Hill, an Australian mining city. Soil lead concentrations are linked to [...]
Japanese mayfly family classification with a vision transformer model
Published: 2024-02-10
Subjects: Aquaculture and Fisheries Life Sciences, Artificial Intelligence and Robotics, Biodiversity, Civil and Environmental Engineering, Computer Sciences, Databases and Information Systems, Engineering, Environmental Health and Protection, Environmental Indicators and Impact Assessment, Environmental Monitoring, Environmental Sciences, Terrestrial and Aquatic Ecology
Benthic macroinvertebrates are a frequently used indicator group for biomonitoring and biological assessment of river ecosystems. However, their taxonomic identification is laborious and requires special expertise. In this study, we aimed to assess the capability of a vision transformer (ViT) model for family-level identification of mayflies (order Ephemeroptera). Specifically, we focused on [...]
House Sparrows as Sentinels of Childhood Lead Exposure
Published: 2024-01-04
Subjects: Environmental Health and Protection, Environmental Monitoring, Environmental Sciences, Physical Sciences and Mathematics
Our understanding of connections between human and animal health has advanced substantially since the canary was introduced as a sentinel of toxic conditions in coal mines. Nonetheless, the development of wildlife sentinels for monitoring human exposure to toxins has been limited. Here, we capitalized on a three-decade long child blood lead monitoring program to demonstrate that the globally [...]
Quantifying clearance rates of restored shellfish reefs using modular baskets
Published: 2023-12-08
Subjects: Animal Experimentation and Research, Aquaculture and Fisheries Life Sciences, Biology, Ecology and Evolutionary Biology, Environmental Indicators and Impact Assessment, Environmental Monitoring, Environmental Sciences, Life Sciences, Marine Biology, Oceanography and Atmospheric Sciences and Meteorology, Research Methods in Life Sciences, Terrestrial and Aquatic Ecology, Water Resource Management, Zoology
Shellfish reefs are among the most degraded ecosystems globally, prompting substantial efforts to restore them. While biodiversity gains of restored reefs are well documented, other ecosystem services such as water filtration remain poorly quantified. We present a novel way of measuring water filtration by restored reefs using modular restoration structures called Robust Oyster Baskets (ROB 400). [...]
Patterns and drivers of population trends on individual Breeding Bird Survey routes using spatially explicit models and route-level covariates
Published: 2023-10-27
Subjects: Biodiversity, Biostatistics, Ecology and Evolutionary Biology, Environmental Monitoring, Population Biology, Statistical Methodology, Statistical Models
Spatial patterns in population trends, particularly those at fine geographic scales, can help better understand the factors driving population change in North American birds. The standard trend models for the North American Breeding Bird Survey (BBS) were designed to estimate changes in relative abundance through time (trend) within broad geographic strata, such as countries, Bird Conservation [...]
Uncovering global drivers threatening vegetation resilience
Published: 2023-09-25
Subjects: Environmental Monitoring, Forest Biology
1) Context: The resilience of the Earth's vegetation is changing heterogeneously, making it a challenge to unveil what causes these resilience changes. Understanding the driving forces of these changes can help us make informed management decisions to protect and restore ecosystems. Here, we address this gap by identifying the drivers that have caused the resilience of ecosystems to change during [...]