Effective wildlife monitoring is a prerequisite for effective wildlife conservation since, without time-series data on species populations and threats, evidence-based adaptive management will be difficult to achieve. Technological advances in remote sensing offer more opportunities for data collection than ever before. However, if we are to enhance data sharing and the use of data by decision-makers, methods must be relevant to local user needs and be integrated into monitoring schemes with appropriate goals and indicators.

Species distribution models (SDMs) are statistical tools used to develop continuous predictions of species occurrence. ‘Integrated SDMs’ (ISDMs) are an elaboration of this approach with potential advantages that allow for the dual use of opportunistically collected presence-only data and site-occupancy data from planned surveys. These models also account for survey bias and imperfect detection through the use of a hierarchical modelling framework that separately estimates the species–environment response and detection process. This is particularly helpful for conservation applications and predictions for rare species, where data are often limited and prediction errors may have significant management consequences. Despite this potential importance, ISDMs remain largely untested under a variety of scenarios. We performed an exploration of key modelling decisions and assumptions on an ISDM using the endangered Baird’s tapir (Tapirus bairdii) as a test species. We found that site area had the strongest effect on the magnitude of population estimates and underlying intensity surface and was driven by estimates of model intercepts. Selecting a site area that accounted for the individual movements of the species within an average home range led to population estimates that coincided with expert estimates. ISDMs that do not account for the individual movements of species will likely lead to less accurate estimates of species intensity (number of individuals per unit area) and thus overall population estimates. This bias could be severe and highly detrimental to conservation actions if uninformed ISDMs are used to estimate global populations of threatened and data-deficient species, particularly those that lack natural history and movement information. However, the ISDM was consistently the most accurate model compared to other approaches, which demonstrates the importance of this new modelling framework and the ability to combine opportunistic data with systematic survey data. Thus, we recommend researchers use ISDMs with conservative movement information when estimating population sizes of rare and data-deficient species. ISDMs could be improved by using a similar parameterization to spatial capture–recapture models that explicitly incorporate animal movement as a model parameter, which would further remove the need for spatial subsampling prior to implementation.

Human alteration of the planet’s terrestrial landscapes for agriculture, habitation and commerce is reshaping wildlife communities. The threat of land cover change to wildlife is pronounced in regions with rapidly growing human populations. We investigated how species richness and species-specific occurrence of bats changed as a function of land cover and canopy (tree) cover across a rapidly changing region of Florida, USA. Contrary to our predictions, we found negligible effects of agriculture and urban development on the occurrence of all species. In contrast, we found that a remotely sensed metric of canopy cover on a broad scale (25 km2) was a good predictor of the occurrence of eight out of ten species. The occurrence of all smaller bats (vespertilionids) in our study increased with 0–50% increases in canopy cover, while larger bats showed different patterns. Occurrence of Brazilian free-tailed bats (Tadarida brasiliensis) decreased with increasing canopy cover, and Florida bonneted bats (Eumops floridanus) were not influenced by canopy cover. We conclude that remotely sensed measures of canopy cover can provide a more reliable predictor of bat species richness than land-cover types, and efforts to prevent the loss of bat diversity should consider maintaining canopy cover across mosaic landscapes with diverse land-cover types.

Although drones are becoming very common in the skies, most concerns about their use are not focused on their possible impact on wildlife. We used the information available from the scientific literature on the effects of drones on wildlife and complement it with Internet (YouTube) information to evaluate whether recreational activities using drones produce behavioural responses from wildlife. Scientific papers specifically evaluating the effects of drones on wildlife are scarce but increasing. Nonetheless, we found abundant videos in which many species from different taxonomic groups and multiple countries presented behavioural responses to drone overflights. Furthermore, 26% of the species that were disturbed are included in one of the International Union for Conservation of Nature categories of threat. We found that wildlife that use aerial and terrestrial habitats are more likely to show a behavioural response than those occupying aquatic habitats. The Internet is becoming a source of evidence of disturbances to wildlife that should be considered, particularly for recreational activities. We advocate for the use of technology, but argue that funding and effort should be devoted to evaluating drone impacts on wildlife. We call for educational programmes for laypeople who use drones for recreation and for more research and regulations on their use in sensitive wildlife areas.

In Brazil, 64 recovery plans are currently focused on single or multiple species. We aimed to evaluate whether there is a difference in effectiveness and efficiency in the implementation of the two types of animal protection plans. We selected 16 plans, eight of each type. In addition, we analysed which of the 12 operational attributes of elaboration and execution contributed to the effectiveness (percentage of completed actions and threat reduction assessment) and efficiency (cost per action completed and cost per threat reduction) of the Brazilian action plans. Some metrics were obtained using questionnaires, while others were from the monitoring data sheets. Mann–Whitney tests and selected generalized additive models indicated that the single-species plans completed a higher percentage of actions, but there were no differences in threat reduction or efficiency metrics between the two action plans. In general, the percentage of completed actions was positively influenced by the coordination centre, time of participation of articulators, number of monitoring meetings, number of articulators, articulators’ exchange rate and rate of exclusion of actions. The results of this plan performance assessment could help participants make adjustments and assist in the design of future plans.

Protected areas are frequently used loci for ecological and conservation research, with several national/international designations identifying scientific research as a key objective. For example, Ecological Stations (ESs) in Brazil are strictly protected areas with the explicit goals of protecting nature and hosting scientific research. Nevertheless, simply mandating scientific research does not necessarily translate into action. Here, we quantitatively assess the scientific productivity of ESs and identify the main socio-ecological factors associated with different levels of scientific research. Specifically, we adopt a multi-model inference approach with a hurdle regression model to independently evaluate the factors associated with the presence/absence of research and the volume of studies in ESs. Surprisingly, given their stated remit, a large proportion of ESs had little or no scientific productivity. Results also indicate that older ESs were more likely to be associated with published research and that the volume of publications was associated with the number of years since the first article was published. The presence of a management plan and a management council were also significant positive drivers of research. Our results strongly suggest that, despite their clear mandate, ESs are not effectively fulfilling their role as a policy instrument for generating valuable scientific data.

Understanding drivers of deforestation is essential for developing any successful intervention to reduce forest degradation or loss, yet there remains relatively little consensus or clarity on how drivers should be identified and classified. To capture the full range of values and mediating factors that may contribute to land-use behaviours, an approach derived from a shared values perspective that includes a range of values associated with whole landscapes and ecosystems is required. We developed a model that combines behavioural theory with the Capability Approach as a conceptual framework through which to investigate the value–action gap. We used exploratory factor analysis (EFA) of Likert-scale responses to belief statements in order to identify land users’ shared values in the Sarstún Motagua region of Guatemala. We then qualify and quantify the role of capabilities in mediating between the shared values of different cultural groups of land users (Q’eqchi Maya and Ladinos) by comparing their factor scores with their self-reported forest cover change behaviours. Our results indicate that Maya and Ladinos share a set of values, but hold different value orientations that predict their behavioural intentions. We find that their different value orientations reflect behavioural intentions, but an understanding of the capabilities available to different groups is also necessary to fill the value–action gap. These findings have implications for behavioural theory, providing empirical links between shared values, capabilities and behaviour and identification of the role of value orientations, as well as demonstrating a useful approach for decision-makers seeking to understand drivers of change at landscape and whole-ecosystem levels.

Promoting environmentally conscious behaviour requires an understanding of the complex cognitive mechanisms by which people decide to act environmentally. Research suggests that locus of control (LOC), or the extent to which a person feels his or her own actions can produce broader change, is an important predictor of environmental behaviour; however, little is known about how LOC interacts with other cognitive motivators. This study uses a nationwide survey from China to test whether LOC moderates the effect of environmental attitudes on behaviour. Respondents with external LOC (i.e., those who believe personal actions cannot produce change) reported lower pro-environmental behaviour than those with internal LOC (i.e., those who believe personal actions can produce change). In addition, the influence of environmental attitudes on pro-environmental behaviour was stronger among respondents with external LOC than those with internal LOC. These results support efforts to promote conservation in China by promoting internal LOC and add a novel suggestion that attitude-based messaging is more efficacious among audiences with external LOC.

We explore the difficulty of achieving equity for women in two forest and livelihood restoration (FLR) pilot projects, one each in Papua New Guinea (PNG) and the Philippines. We use institutional bricolage as a framework to explain the context and background of stakeholders’ decision-making and the consequent impact on equity and benefit distribution. In the Philippines, material and institutional support was initially successful in assisting participants to establish small-scale tree plantations. A structured approach to institutional development has successfully evolved to meet the needs of women, even though corruption has re-emerged as a destabilizing influence. In PNG, despite success in establishing trees and crops, the participation of women was subjugated to traditional customs and norms that precluded them from engaging in land management decisions. The capacity-building and gender-equity principles of FLR consequently became compromised. We conclude that in some patriarchal societies achieving equity for women will be difficult and progress will be contingent on a detailed understanding of the effects of traditional customs and norms on participation and decision-making.