Biodiversity credits are increasingly being promoted as an innovative tool for closing the biodiversity finance gap. A growing number of providers are offering biodiversity credits, either linked to carbon credits or as a new asset class in their own right. However, there are also warnings that they could become a double-edged sword for conservation and distract governments from their financial responsibilities agreed in the Global Biodiversity Framework. Biodiversity credits differ from other environmental policy instruments in that they offer a non-offsetting way of financing conservation and restoration activities. Well-designed credit schemes can therefore make a significant contribution to real net biodiversity gains. But to realize their full potential, biodiversity credits need to be based on a common methodology, broaden their focus to include marine areas, and respect the rights of local and Indigenous communities. Benefit sharing and embedding in regulatory approaches will be critical to their success.

Estimating the population size of shy and elusive species is challenging but necessary to inform appropriate conservation actions for threatened or declining species. Using camera-trap surveys conducted during 2017–2021, we estimated and compared African clawless otter Aonyx capensis population densities and activity times in six conserved areas in southern Africa. We used two different models to estimate densities: random encounter models and camera-trap distance sampling. Our results highlight a general pattern of higher estimated densities and narrower confidence intervals using random encounter models compared to camera-trap distance sampling. We found substantial variation in densities between study areas, with random encounter model estimates ranging between 0.9 and 4.2 otters/km2. Our camera-trap distance sampling estimates supported the relative density estimates obtained from random encounter models but were generally lower and more variable, ranging from 0.8 to 4.0 otters/km2. We found significant differences in otter activity patterns, with populations either being nocturnal, mostly nocturnal or cathemeral. As all study areas experience little human disturbance, our results suggest that there are large natural variations in otter densities and activity patterns between regions. When densities are converted to metrics that are comparable to previous studies, our estimates suggest that African clawless otter population numbers are generally lower than previously reported. This highlights a need for broader spatial coverage of otter population assessments and future studies to assess potential environmental drivers of spatial, and potentially temporal, variation in population numbers and activity patterns.

Conservation management in human-modified landscapes requires information on the sustainability of interactions between people and biodiversity. Wild Chinese alligators Alligator sinensis only persist within the National Chinese Alligator Reserve in south-eastern China, where they live alongside agricultural communities that utilize local terrestrial and wetland habitats. We conducted an interview survey of communities within and around the Reserve to evaluate whether local ecological knowledge can provide a baseline on the species' local status and trends, and to understand the relationships between land-use practices and alligator presence and survival. Respondents within the Reserve were more likely to recognize alligators, report sightings and perceive declines than other respondents. Absolute levels of knowledge and experience of alligators were low, highlighting the species' perilous status, and analysis of correlative patterns between respondents' experiences and associated data on human–environmental interactions provides new conservation-relevant insights. Alligator sightings were more likely to be reported by respondents who did not grow crops, and eggs and nests by those who did not utilize local water sources for irrigation, suggesting that existing environmental pressures associated with agriculture may be unsustainable for alligators. Although respondents who lived outside the Reserve were more likely to use agrochemicals, we found no relationship between pesticide or fertilizer usage and variation in respondent awareness or experience of alligators. Our findings indicate that China's last wild alligators continue to experience negative human pressures, and current land-use practices are probably incompatible with long-term alligator survival.

Camera traps are widely used to study wildlife. However, theft and vandalism are frequent, resulting in millions of dollars in financial losses and large data gaps in research. Here we report on the impacts of camera-trap theft on a study examining wildlife movement under highway bridges in south-west Costa Rica. Even with metal cases, locks and signs installed on all camera traps, 65% were stolen. The working camera traps accumulated a total of 167 trap-nights and detected only two wild mammal species, eight bird species and one reptile species, as well as three domestic animal species and people. This limited number of wild species was unexpected given the known presence of wide-ranging megafauna and a diverse terrestrial mammal community in the region. The pervasive theft of camera traps leads to data gaps and impairs the potential for research in the region, and we discuss the potential additional reasons for detecting only a small number of species. Our findings highlight the need for solutions to camera-trap theft, to limit financial and data losses for conservation.