Preprints
Filtering by Subject: Environmental Monitoring
A data-driven assessment of the global community structure of pelagic zooplankton biomass
Published: 2026-06-12
Subjects: Biodiversity, Ecology and Evolutionary Biology, Environmental Monitoring, Environmental Sciences, Marine Biology, Statistical Models
Aim: Zooplankton often dominate pelagic metazoan biomass, making them a central component of marine ecosystems and biogeochemical cycles. In this study, we aimed to: (1) provide biomass distributions of zooplankton functional types to support marine ecosystem monitoring and biogeochemical model evaluation; and (2) investigate regional and seasonal patterns of biomass across marine zooplankton [...]
Mapping microclimate temperatures in open ecosystems using UAVs: a comparison between thermal, correlative, and mechanistic approaches
Published: 2026-06-09
Subjects: Bioinformatics, Climate, Ecology and Evolutionary Biology, Environmental Engineering, Environmental Monitoring
Open terrestrial ecosystems exhibit pronounced fine scale thermal heterogeneity, yet spatially continuous microclimate data at biologically relevant heights and scales remain scarce. Here, we evaluate three unoccupied aerial vehicle (UAV) informed approaches for mapping microclimate temperatures, including land surface temperature (LST) and near surface air temperature (T13cm), in an open [...]
Towards Nature Positive supply chains: From biodiversity commitments to organisational action
Published: 2026-05-22
Subjects: Agriculture, Biodiversity, Climate, Environmental Indicators and Impact Assessment, Environmental Monitoring, Environmental Policy, Environmental Sciences, Natural Resources and Conservation, Natural Resources Management and Policy, Sustainability, Water Resource Management
Large organisations are critical to halting and reversing biodiversity loss, and increasingly making bold commitments for nature. However, translating commitments into action requires robust strategies to fully identify, quantify, trace, and act. This is particularly pertinent because most organisational impacts are hidden within complex supply chains. Here we present a novel, generalised, and [...]
The Global Biodiversity Framework supports global assessment of One Health actions
Published: 2026-05-14
Subjects: Biodiversity, Environmental Health and Protection, Environmental Monitoring, Life Sciences, Public Health
The One Health approach promotes collaboration across disciplines to enhance the health of humans, animals, plants, and the environment. Recently developed by the Quadripartite organizations, the One Health Joint Plan of Action (2022-2026) supports countries in adopting the One Health approach through six action tracks. The tracks address multiple aspects of biodiversity, containing guiding [...]
Multi-scale collapse of coral cover under climate change
Published: 2026-04-09
Subjects: Applied Mathematics, Applied Statistics, Biodiversity, Biology, Dynamic Systems, Ecology and Evolutionary Biology, Environmental Indicators and Impact Assessment, Environmental Monitoring, Longitudinal Data Analysis and Time Series, Marine Biology, Mathematics, Numerical Analysis and Computation, Research Methods in Life Sciences, Statistical Methodology, Statistical Models, Survival Analysis, Systems Biology
Projecting ecosystem trajectories under future climates is critical for conservation planning, yet remains constrained by uncertainty arising from limited data, ecological complexity, and biological and environmental variability. Variability, when disentangled from uncertainty, offers critical insights into population and community dynamics. For example, enhanced vital rates (growth, survival, [...]
A Global Review of Wetland Biodiversity and Carbon Connections
Published: 2026-03-11
Subjects: Environmental Monitoring, Environmental Sciences, Natural Resources and Conservation, Natural Resources Management and Policy
As human actions have degraded global ecosystems over time, communities have often combated ecosystem function loss through restoration with a singular focus, falling on one side of the habitat and biodiversity protection or carbon sequestration dichotomy. Wetlands are no exception to this trend, and the large global push to protect and restore wetlands has widely ignored multiple-benefit [...]
Echo-dash: Keeping ecologists in the loop with an open source, online ecoacoustic dashboard for interactive exploration of spatiotemporal soundscape data
Published: 2026-03-08
Subjects: Artificial Intelligence and Robotics, Biodiversity, Databases and Information Systems, Environmental Monitoring, Population Biology, Software Engineering, Terrestrial and Aquatic Ecology
Passive acoustic monitoring (PAM) is being adopted in a range of contexts. Emerging methods facilitate analysis of large-scale data sets, but ecological interpretation of acoustic indices is not straightforward. In addition, the technical and logistical requirements of using emerging AI methods for big data mean that conservation actors increasingly adopt third-party analysis solutions. We argue [...]
Increasing land take in Europe’s land-water interface
Published: 2026-02-26
Subjects: Environmental Monitoring, Natural Resources and Conservation
Ecosystems at the interface between terrestrial and aquatic areas are of outstanding ecological and socio-economic importance, yet are under intense pressure due to the concentration of human settlement and agriculture. Despite this, the broader geography of the land-water interface and how it is changing remains poorly understood. Here, we develop an operationalizable definition of the [...]
A new analysis of biodiversity and conservation knowledge products to support environmental assessments
Published: 2026-02-04
Subjects: Environmental Monitoring, Natural Resources and Conservation, Sustainability
The Intergovernmental Science-Policy Platform on Biodiversity and Ecosystem Services (IPBES) second global assessment of the state of biodiversity is in preparation, to be completed in 2028. To support this and other global and regional environmental assessments, we disaggregate three global knowledge products based on IUCN standards (the IUCN Red List of Threatened Species, Key Biodiversity [...]
Bridging Science and Policy: A Global Review of Socio-ecological Indicators Guiding Biodiversity Action
Published: 2026-01-13
Subjects: Biology, Community-based Research, Environmental Monitoring, Human Ecology, Life Sciences, Natural Resources and Conservation, Nature and Society Relations, Other Political Science, Remote Sensing, Spatial Science, Sustainability
1. Biodiversity continues to decline despite a proliferation of indicators intended to inform conservation policy. We asked which socio-ecological indicators are actually reaching decision-makers, how they are used, and where critical gaps persist. 2. Following a scoping-review protocol and PRISMA workflow, we screened 906 documents in Web of Science and Scopus and analyzed 43 studies that [...]
Quantifying Three Decades of Artisanal and Small-scale Gold Mining Frontiers in the Guiana Shield (1995–2024)
Published: 2025-12-09
Subjects: Artificial Intelligence and Robotics, Biodiversity, Earth Sciences, Ecology and Evolutionary Biology, Environmental Monitoring, Environmental Sciences, Geography, Life Sciences, Natural Resources and Conservation, Remote Sensing, Sustainability, Terrestrial and Aquatic Ecology
Artisanal and Small-scale Gold Mining (ASGM) is a leading driver of tropical deforestation and forest degradation, yet its spatial and temporal dynamics remain largely underexplored. Here, we present a pan-regional, annual time-series analysis of ASGM expansion across rainforests of the Guiana Shield (Guyana, Suriname, and French Guiana) from 1995 to 2024. Using Landsat imagery, we trained a deep [...]
On the spatial aggregation of condition metrics for ecosystem accounting
Published: 2025-12-03
Subjects: Applied Statistics, Ecology and Evolutionary Biology, Environmental Indicators and Impact Assessment, Environmental Monitoring, Life Sciences, Other Life Sciences
In face of the ongoing nature crisis, the international community is setting targets and deciding on actions to combat the current biodiversity crises. For this to be effective they need tools to accurately describe the current situation and to monitor trends in ecosystems over time. Ecosystem condition accounts (ECA) is one such tool that use variables and indicators to describe key ecosystem [...]
Machine Learning Forecasting of the Ecological and Economic Impacts of Red Tides in the Southwest Florida Coast
Published: 2025-11-25
Subjects: Environmental Monitoring
Red tides, a form of Harmful Algal Bloom (HAB), pose a severe threat to Florida’s wildlife, fisheries, and coastal communities. These blooms release harmful brevetoxins, which kill marine life and devastate fisheries, diminishing both yields and revenue. Consequently, coastal residents that rely on fishing and tourism are also detrimentally affected by red tides. With rising global temperatures, [...]
Navigating forest dieback and climate succession: Practical guidance for forest managers
Published: 2025-10-16
Subjects: Environmental Monitoring, Environmental Policy, Forest Biology, Forest Management, Forest Sciences, Life Sciences, Natural Resources and Conservation, Natural Resources Management and Policy, Other Forestry and Forest Sciences, Plant Breeding and Genetics Life Sciences, Plant Pathology, Recreation, Parks and Tourism Administration
Australia’s forests and woodlands are entering a period of rapid ecological change, driven primarily by the impacts of climate change. The landscape is shifting from one of relative stability to one marked by uncertainty, novel threats, and complex interactions between climate, disturbance, and forest health. This means that forest managers must reconsider established approaches and assumptions [...]
GhostNetZero: AI for Detecting Marine Ghost Nets
Published: 2025-09-23
Subjects: Artificial Intelligence and Robotics, Biodiversity, Databases and Information Systems, Environmental Monitoring, Marine Biology, Research Methods in Life Sciences, Sustainability
Abandoned, lost, or otherwise discarded fishing gears (ALDFG), commonly referred to as ghost nets, pose a persistent global threat to marine biodiversity. Constructed from durable synthetic polymers, ghost nets remain intact for decades, continuing to entangle and kill marine organisms while damaging habitats and imposing economic burdens on fisheries and coastal communities. Despite their [...]