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The world’s population increasingly relies on the ocean for food, energy production and global trade 1 – 3 , yet human activities at sea are not well quantified 4 , 5 . We combine satellite imagery, vessel GPS data and deep-learning models to map industrial vessel activities and offshore energy infrastructure across the world’s coastal waters from 2017 to 2021. We find that 72–76% of the world’s industrial fishing vessels are not publicly tracked, with much of that fishing taking place around South Asia, Southeast Asia and Africa. We also find that 21–30% of transport and energy vessel activity is missing from public tracking systems. Globally, fishing decreased by 12 ± 1% at the onset of the COVID-19 pandemic in 2020 and had not recovered to pre-pandemic levels by 2021. By contrast, transport and energy vessel activities were relatively unaffected during the same period. Offshore wind is growing rapidly, with most wind turbines confined to small areas of the ocean but surpassing the number of oil structures in 2021. Our map of ocean industrialization reveals changes in some of the most extensive and economically important human activities at sea. Satellite imagery, vessel GPS data and deep-learning models are used to map industrial fishing vessel activities missing from public tracking systems and changes in offshore energy infrastructure in the world’s coastal waters during 2017–2021.

Illegal harvesting and trading of wildlife have become major threats to global biodiversity and public health 1 – 3 . Although China is widely recognized as an important destination for wildlife illegally obtained abroad 4 , little attention has been given to illegal hunting within its borders. Here we extracted 9,256 convictions for illegal hunting from a nationwide database of trial verdicts in China spanning January 2014 to March 2020. These convictions involved illegal hunting of 21% ( n  = 673) of China’s amphibian, reptile, bird and mammal species, including 25% of imperilled species in these groups. Sample-based extrapolation indicates that many more species were taken illegally during this period. Larger body mass and range size (for all groups), and proximity to urban markets (for amphibians and birds) increase the probability of a species appearing in the convictions database. Convictions pertained overwhelmingly to illegal hunting for commercial purposes and involved all major habitats across China. A small number of convictions represented most of the animals taken, indicating the existence of large commercial poaching operations. Prefectures closer to urban markets show higher densities of convictions and more individual animals taken. Our results suggest that illegal hunting is a major, overlooked threat to biodiversity throughout China. Analysis of a database of convictions for illegal hunting in China reveals the scale of the threat to biodiversity posed by illegal hunting in China.

The adoption of agriculture triggered a rapid shift towards starch-rich diets in human populations 1 . Amylase genes facilitate starch digestion, and increased amylase copy number has been observed in some modern human populations with high-starch intake 2 , although evidence of recent selection is lacking 3 , 4 . Here, using 94 long-read haplotype-resolved assemblies and short-read data from approximately 5,600 contemporary and ancient humans, we resolve the diversity and evolutionary history of structural variation at the amylase locus. We find that amylase genes have higher copy numbers in agricultural populations than in fishing, hunting and pastoral populations. We identify 28 distinct amylase structural architectures and demonstrate that nearly identical structures have arisen recurrently on different haplotype backgrounds throughout recent human history. AMY1 and AMY2A genes each underwent multiple duplication/deletion events with mutation rates up to more than 10,000-fold the single-nucleotide polymorphism mutation rate, whereas AMY2B gene duplications share a single origin. Using a pangenome-based approach, we infer structural haplotypes across thousands of humans identifying extensively duplicated haplotypes at higher frequency in modern agricultural populations. Leveraging 533 ancient human genomes, we find that duplication-containing haplotypes (with more gene copies than the ancestral haplotype) have rapidly increased in frequency over the past 12,000 years in West Eurasians, suggestive of positive selection. Together, our study highlights the potential effects of the agricultural revolution on human genomes and the importance of structural variation in human adaptation. The impact of structural variation on the evolution of the amylase genes is explored using human pangenome resources and ancient DNA data.

AbstractObjectiveTo take advantage of the arbitrarily timed increase in firearm and ammunition availability brought on by the start of deer hunting seasons to study its impact on hunting, and importantly, non-hunting related firearm incidents.DesignQuasi-experimental analysis using start of hunting season in United States.SettingPopulations of US states with highest number of hunting accidents reported in the Gun Violence Archive for deer hunting seasons between 2016 and 2019.Participants10 US states (Alabama, Indiana, Michigan, Minnesota, Missouri, New York, Ohio, Pennsylvania, Texas, and Wisconsin).Main outcomes and measuresAverage per capita weekly rates of firearm incidents overall and among specified categories of firearm incidents in the periods before, during, and after the opening of deer hunting seasons combined into a single analysis across four years and 10 states, adjusting for state fixed effects.ResultsCompared with control periods before and after the opening period, the start of the hunting season was associated with a 12.3% relative increase in the rate of firearm incidents overall (absolute change 1.34-1.50 incidents per 10 million population; 95% confidence interval for relative change 3.0% to 21.6%, P<0.01). Relative increases were observed for incidents categorized as hunting incidents (absolute change <0.01-0.05 per 10 million; relative change 566%), suicide (0.70-0.77; 11.1%), incidents involving alcohol or other substances (0.07-0.13; 87.5%), domestic violence (0.13-0.16; 27.4%), defensive use (0.08-0.10; 27.8%), home invasion or robbery (0.13-0.17; 30.4%), and incidents related to firearm carry licenses (0.40-0.48; 19.4%). No differences were observed for incidents involving children or police officers.ConclusionsThe start of hunting season was associated with increased rates of hunting and non-hunting related firearm incidents, most plausibly because of the increased availability of firearms and ammunition. The results suggest that efforts to promote firearm safety at the beginning of hunting season could help reduce hunting and non-hunting related firearm incidents.

Growing marine mammal populations have led to renewed conflicts with fisheries and discussions of culling as a management measure. In order to evaluate the effects of such measures, lessons from previous culling efforts and historic data on marine mammal abundance and distribution in response to different hunting and management regimes are pertinent. Here, we combined multiple data sources, including bounty data from the Danish seal culling programme of 1889 to 1927, zooarchaeological records, historical written accounts, 20th century hunting statistics on seals and recent population survey data, in order to assess the prehistoric and historic occurrence of seals in Denmark, and to evaluate the effects of hunting and culling on seal populations, as well as its efficacy as a mitigation measure in seal–fisheries conflicts. We found that past conflicts were driven primarily by developments of passive fishing gear technology in the late 19th century, and that—contrary to several modern interpretations—the primary motivation for culling was damage to catch and gear, not resource competition. Furthermore, we demonstrate that it took decades of heavy-handed culling to minimize the historic seal–fisheries conflicts. Moreover, the culling programme should be regarded in a broader context, where preceding hunting had already decimated grey seal stocks, and subsequent hunting led to an all-time low of a few thousand harbour seals in the early 1970s. We recommend that 21st century seal–fisheries conflicts, debates and associated management decisions should be seen in a historical context, and that there should be an aim towards the development of sustainable fisheries and ecotourism, rather than culling.

Small-scale shrimp trawling is crucial for the economy and culture of coastal communities worldwide, providing several ecosystem services. However, bottom trawling is well-known for its negative impacts on habitat structure and marine communities. Bycatch, or the accidental capture of non-target species during fishing, can offer valuable insights into the composition and variation of fish assemblages. This study was conducted between 2009 and 2010 and focuses on the Barra do Sul, Penha, and Porto Belo areas, which are traditionally used for artisanal shrimp fishing. We evaluated the variation in the composition of fish species caught as accompanying fauna, as well as the influence of environmental variables on the associated fish assemblages. The results indicate that differences in species composition were more pronounced spatially than temporally, suggesting that the structural characteristics and environmental filters of different study areas play a crucial role in shaping marine fish bycatch assemblages. Porto Belo showed higher abundance, biomass, and diversity, likely due to its greater substrate heterogeneity and habitat complexity, which promote higher environmental quality and species richness. The gam models used for abundance and diversity confirm the complexity of ecological interactions and highlight that depth, salinity, temperature, chlorophyll a and nutrient concentration (NO 2 and PO 4 3 -) were key environmental variables in determining the abundance and diversity of fish assemblages, indicating that the response of these communities to environmental variations is influenced by a specific combination of these factors. Additionally, species from the Sciaenidae and Paralichthyidae families were identified as significant contributors to the variation in fish communities. The presence of threatened species, such as Zapteryx brevirostris and Atlantoraja cyclophora , in the bycatch is particularly concerning for conservation efforts. Finally, our findings emphasize the importance of implementing management strategies tailored to local environmental conditions and protecting endangered species to promote sustainable management of marine resources and mitigate the impacts of trawling on a global scale.

Leptospirosis is a zoonotic disease with a worldwide distribution, caused by pathogenic serovars in the genus Leptospira. Feral pigs are known carriers of Leptospira species and pig hunting using dogs is a common recreational activity in Queensland, Australia. This study aimed to determine the seroprevalence of Leptospira spp. serovars in pig-hunting dogs above the Tropic of Capricorn in Queensland and by establishing the geographic distribution, serovars and incidence of human cases of leptospirosis in Queensland, identify potential overlap between human and canine exposure. We also explored the knowledge and risk-taking behaviours of pig-hunting dog owners towards zoonotic diseases. Ninety-eight pig-hunting dogs deemed healthy by physical examination and owned by 41 people from Queensland had serum submitted for Microscopic Agglutination Testing (MAT) to determine antibody titres against Leptospira serovars, while 40/41 dog owners completed a survey on their knowledge of diseases relating to pig hunting. Human leptospirosis cases (n = 330) notified to Queensland Health between 2015-2018 were analysed. Approximately one quarter (23/87; 26%) of unvaccinated pig-hunting dogs were seropositive to Leptospira spp. Although harder to interpret, 8/11 (73%) vaccinated dogs were seropositive to Leptospira spp. Pig hunters may be more likely to contract leptospirosis compared with the general Queensland population, based on responses from surveyed hunters. The highest concentration of human leptospirosis was in the wet tropics region of Far North Queensland. There was little overlap between the serovars dogs were exposed to and those infecting humans. The dominant serovar identified in unvaccinated dogs was Australis (13/23; 57%), with serovar Arborea (36/330; 10.9%) responsible for the highest number of human leptospirosis cases. Topaz was the second most common serovar in both humans and dogs and was previously unrecorded in Australian dogs. Most hunters surveyed used hand washing as a zoonotic disease risk reduction technique. Leptospirosis is an emerging disease of growing significance. The infection requires a 'one health' approach to understand its epidemiology. With shifting climatic patterns influencing human-animal-environment interactions, ongoing monitoring of diseases like leptospirosis is critical to helping prevent infection of individuals and disease outbreaks.

In order to monitor wildlife populations in a manner that supports policy makers and natural resource managers, data must be collected using frameworks and methodologies that allow for comparisons between projects and across time. Though hunting statistics may represent a reliable data source for monitoring population trends in game species, a standardised framework for collecting and analysing this data has never been established in Europe, even within countries. Here we describe a case study on the use of hunting statistics in Spain in order to (i) describe the variability in big game statistics collection frameworks across mainland regions of Spain and (ii) propose a minimum common denominator for a standardised approach at the country level. The main differences in methodologies identified are that each region collects different variables, uses different spatial and temporal resolution, and follows different methodologies. We described spatial patterns by grouping regions based on similarities in the hunting data collection system and identified socio-economic factors as a potential driver of differences in methodologies among regions. Hunting effort-related variables and improved temporal resolution (to the event level) must be incorporated in order to achieve country-level standardisation of methodologies. The use of application software to collect information from the field in a standardised way is recommended, which necessitates engaging stakeholders as part of the monitoring process. Applications software should be designed intentionally, and only after clear objectives for the monitoring program have been defined. Making hunting data open access will improve collaboration and information transfer to scientific and professional sectors. Our recommendations can be adapted to other European countries, which would make hunting data more useful for population monitoring and wildlife policy-making at large spatial scales. Initiatives such as the “European Wildlife Observatory” (www.wildlifeobservatory.org), a network of wildlife observation and monitoring points in Europe, may improve data exchange and standardise protocols, leading to better utilisation of hunting statistics for European wildlife population monitoring.

Overhunting typically increases during and after armed conflicts, and may lead to regional-scale defaunation. The mitigation of hunting impacts is complex because, among other reasons, several intrinsic and extrinsic motivations underpin the elevated deployment of hunting practices. Here we present the first study focusing on these motivations in a post-war zone. Following persistently heavy hunting pressure during the 27-year Angolan civil war, the offtake of small to medium-bodied species has increased recently as a result of large mammal depletion. However, prey choice associated with different motivations varied in terms of species trophic level and body size. While most residents hunted large-bodied species to maximize revenues from wildlife trade, many low-trophic level smaller species were harvested to meet local subsistence demands because they were more palatable and could be captured using artisanal traps near hunters’ households. Mainly low-trophic level species were killed in retaliation for crop-raiding or livestock depredation. Considering all game species sampled in this study, 96% were captured to attend two or more motivations. In addition, hunting associated with different motivations was partitioned in terms of age and gender, with prey acquisition for the wildlife trade primarily carried out by adult men, while hunting to meet local subsistence needs and inhibit human-wildlife conflicts were carried out by adult men and women, children and even the elderly. In natural savannah areas lacking fish as a source of protein, a higher number of species was selected to supply both the meat trade and subsistence, while more species in forest areas were targeted for trade in animal body parts and conflict retaliation. Finally, local commerce in bushmeat and other body parts accrued higher domestic revenues compared to any alternative sources of direct and indirect income. However, these financial benefits were at best modest, largely unsustainable in terms of prey population collapses, and generated high long-term costs for the local to regional scale economy and native biodiversity.

The global offtake of wild animals is valued at US$400 billion annually and supports the livelihoods of 15% of the global population. Wetlands are amongst the most important ecosystems globally, but offtake may represent a substantial pressure. This study assessed the availability of information and evaluated the offtake of wild animals from wetlands by focussing on fish and waterbirds. A literature search identified 2726 studies on wetland offtake. Scoping of these resulted in 82 studies that contained quantitative information on fish or waterbird offtake. Fishing offtake statistics for inland waters are collated nationally by some governments, but other sources of information are few. Reporting of fish offtake for species or across scales was constrained by insufficient detail, even in relatively well-documented countries such as Bangladesh. Although government hunting statistics from Europe and North America were available, there was little waterbird data from less economically developed countries. The case of Canada indicated that the species richness and composition of waterbirds taken varied between indigenous subsistence and recreational hunting communities. Hidden (unquantified) offtake, of both fish and waterbirds, hinders obtaining precise data for offtake, which may threaten the conservation of species and the sustainability of wetland ecosystems.