Preprints
Filtering by Subject: Sustainability
A Typology of Corporate Actions for a Nature-Positive Future
Published: 2025-10-08
Subjects: Biodiversity, Environmental Studies, Sustainability
Reaching the global goal of halting and reversing biodiversity loss will require a step-change in corporate action. Whilst clear guidance already exists for companies to take responsibility for and mitigate biodiversity loss caused by their own operations, delivering global nature-positive outcomes requires higher ambition and extended accountability for impacts beyond companies’ direct control. [...]
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 [...]
Advancing single species abundance models by leveraging multi-species data to reveal lake-specific patterns for fisheries predictions
Published: 2025-09-03
Subjects: Environmental Monitoring, Sustainability, Water Resource Management
Predicting species abundance is critical for understanding ecological dynamics and guiding conservation and management strategies. Traditional species abundance models (SAMs) rely on environmental variables and the presence or absence of key species, but often overlook community context and unmeasured environmental variation. Community composition can serve as a proxy for both unobserved [...]
Mapping disturbance across California’s rapidly changing forests
Published: 2025-06-12
Subjects: Environmental Monitoring, Natural Resources and Conservation, Natural Resources Management and Policy, Sustainability
Disturbances shape assemblages and spatial patterns of flora and fauna across the globe, and accurate disturbance mapping can aid conservation science and decision-making. However, mapping and differentiating among disturbance types using remote sensing is challenging, especially in forests with hidden subcanopy disturbances. On federal lands in the western US, wildfire, drought, and fuels [...]
Accounting for biodiversity impacts of consumption and production: current gaps and frontiers.
Published: 2025-05-03
Subjects: Biodiversity, Environmental Indicators and Impact Assessment, Environmental Monitoring, Environmental Sciences, Sustainability
The way humans produce and consume material goods continues to be a primary driving force on biodiversity decline. Despite significant advances in quantifying biodiversity footprints, important differences exist across types of approaches and indicators. These include, what aspects of biodiversity are measured and how they are reported. In this scoping review, we provide an overview of [...]
A systems perspective: How social-ecological networks can improve our understanding and management of biological invasions
Published: 2025-04-03
Subjects: Ecology and Evolutionary Biology, Natural Resources and Conservation, Natural Resources Management and Policy, Sustainability
Reversing biodiversity loss and the sustainability crisis requires approaches that explicitly consider human-nature interdependencies. Social-ecological networks (SENs), which incorporate social and ecological actors and entities as well as their interactions, are such an approach. SENs have been applied to a range of complex issues, such as sustainable resource use, management of ecosystem [...]
Validating causal inference in time series models with conditional-independence tests
Published: 2025-03-17
Subjects: Ecology and Evolutionary Biology, Environmental Sciences, Marine Biology, Natural Resources and Conservation, Population Biology, Sustainability
Ecologists often use time-series models to approximate dynamics arising from density dependence, species interactions, community synchrony, and other processes. Dynamic structural equation models can represent simultaneous and lagged interactions among variables with missing data, and therefore encompasses a wide family of analyses (linear regression, vector autoregressive models, and dynamic [...]
Overcoming “doom and gloom”: Envisioning desirable futures for Arctic biodiversity
Published: 2025-02-07
Subjects: Biodiversity, Ecology and Evolutionary Biology, Environmental Health and Protection, Environmental Sciences, Natural Resources and Conservation, Natural Resources Management and Policy, Nature and Society Relations, Physical Sciences and Mathematics, Social and Behavioral Sciences, Sustainability
We co-created visions of desirable futures for Arctic biodiversity during a workshop which included representatives from academia, Indigenous Peoples, business and policy-making. Appreciating our diverse perspectives, we identified key actions that would enable the positive outcomes shared in our visions: boosting education, rethinking Arctic biodiversity governance, elevating the voices of [...]
Collapse and recovery of livestock systems shape fire regimes on the Eurasian steppe: a review of ecosystem and biodiversity implications
Published: 2024-09-04
Subjects: Biodiversity, Botany, Natural Resources and Conservation, Plant Sciences, Sustainability
Shifts in fire regimes can trigger rapid changes in ecosystem functioning and biodiversity. We synthesize evidence for patterns, causes and consequences of recent change in fire regimes across the Eurasian steppes, a neglected global fire hotspot. Political and economic turmoil following the break-up of the Soviet Union in 1991 triggered abrupt land abandonment over millions of hectares and a [...]
Cultural integration of invasive species
Published: 2024-09-02
Subjects: Biodiversity, Ecology and Evolutionary Biology, Environmental Health and Protection, Environmental Studies, Natural Resources and Conservation, Sustainability
Many invasive non-native species gradually become embedded within local cultures. Such species can increasingly be perceived by society as familiar or even native elements of the social-ecological system and become an integral part of local cultures. Here, we explore this phenomenon and refer to it as the cultural integration of invasive species. Although culturally integrated species can [...]
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
The status of health monitoring practices in protected areas (PAs) is largely unknown but potential gaps could undermine biodiversity conservation at these key sites. There is also a lack of baseline information regarding local perceptions of wildlife, human, and livestock health relevance that could affect health monitoring implementation in PAs. To address these deficiencies, we conducted a [...]
Switching to bioplastics may exacerbate ingestion of lost and discarded fishing gear by marine invertebrates
Published: 2024-01-09
Subjects: Animal Experimentation and Research, Biology, Environmental Health Life Sciences, Life Sciences, Marine Biology, Natural Resources and Conservation, Sustainability
Bioplastics are argued to be more environmentally sustainable than conventional plastics. Yet, little is known about how bioplastics degrade in marine environments or their likelihood of being ingested by animals. We measured changes in the weight of biodegradable, semi-biodegradable, and non-biodegradable fishing gears (soft plastic lures, SPLs) in or out of seawater over 14 days. We then [...]
Landscape changes in the “valli da pesca” of the Venice lagoon and possible effects on the Ecosystem Services supply
Published: 2023-06-21
Subjects: Environmental Monitoring, Environmental Sciences, Environmental Studies, Natural Resources and Conservation, Nature and Society Relations, Other Environmental Sciences, Remote Sensing, Sustainability, Terrestrial and Aquatic Ecology
Coastal lagoons have long been subject to continuous changes caused by mutual interactions with human activities. Monitoring such changes becomes critical, particularly when modifications in landscape and land cover classes can affect their capacity to ensure Ecosystem Services (ESs). In the Venice lagoon, some confined areas called “valli da pesca” supply provisioning ESs, namely aquaculture and [...]
Improving ecological connectivity assessments with transfer learning and function approximation
Published: 2023-05-04
Subjects: Artificial Intelligence and Robotics, Biodiversity, Environmental Monitoring, Numerical Analysis and Computation, Other Ecology and Evolutionary Biology, Statistical Models, Sustainability
This is a conference paper presented at the ICLR 2023 "Machine Learning for Remote Sensing" workshop. Protecting and restoring ecological connectivity is essential to climate change adaptation, and necessary if species are to shift their geographic distributions to track their suitable climatic conditions over the coming century. Despite the increasing availability of near real-time and high [...]
Navigating the science policy interface: A co-created mind-map for early career researchers
Published: 2023-04-24
Subjects: Biodiversity, Environmental Education, Environmental Policy, Environmental Studies, Other Public Affairs, Public Policy and Public Administration, Scholarship of Teaching and Learning, Sustainability
The science-policy interface (SPI) is a complex space, in theory and practice, that sees the interaction of various actors and perspectives coming together to enable scientific knowledge to support decision-making. Early Career Researchers (ECRs) are increasingly interested in engaging with SPI, with the number of opportunities to do so increasing at national and international levels. However, [...]