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81.
Efficacy of extracting indices from large‐scale acoustic recordings to monitor biodiversity
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Rachel T. Buxton Mary Clapp Erik Meyer Erik Stabenau Lisa M Angeloni Kevin Crooks George Wittemyer 《Conservation biology》2018,32(5):1174-1184
Passive acoustic monitoring could be a powerful way to assess biodiversity across large spatial and temporal scales. However, extracting meaningful information from recordings can be prohibitively time consuming. Acoustic indices (i.e., a mathematical summary of acoustic energy) offer a relatively rapid method for processing acoustic data and are increasingly used to characterize biological communities. We examined the relationship between acoustic indices and the diversity and abundance of biological sounds in recordings. We reviewed the acoustic‐index literature and found that over 60 indices have been applied to a range of objectives with varying success. We used 36 of the most indicative indices to develop a predictive model of the diversity of animal sounds in recordings. Acoustic data were collected at 43 sites in temperate terrestrial and tropical marine habitats across the continental United States. For terrestrial recordings, random‐forest models with a suite of acoustic indices as covariates predicted Shannon diversity, richness, and total number of biological sounds with high accuracy (R2 ≥ 0.94, mean squared error [MSE] ≤170.2). Among the indices assessed, roughness, acoustic activity, and acoustic richness contributed most to the predictive ability of models. Performance of index models was negatively affected by insect, weather, and anthropogenic sounds. For marine recordings, random‐forest models poorly predicted Shannon diversity, richness, and total number of biological sounds (R2 ≤ 0.40, MSE ≥ 195). Our results suggest that using a combination of relevant acoustic indices in a flexible model can accurately predict the diversity of biological sounds in temperate terrestrial acoustic recordings. Thus, acoustic approaches could be an important contribution to biodiversity monitoring in some habitats. 相似文献
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Assessing the Vulnerability of Coastal Communities to Extreme Storms: The Case of Revere,MA., USA 总被引:6,自引:1,他引:6
Clark George E. Moser Susanne C. Ratick Samuel J. Dow Kirstin Meyer William B. Emani Srinivas Jin Weigen Kasperson Jeanne X. Kasperson Roger E. Schwarz Harry E. 《Mitigation and Adaptation Strategies for Global Change》1998,3(1):59-82
Climate change may affect the frequency, intensity, and geographic distribution of severe coastal storms. Concurrent sea-level
rise would raise the baseline of flooding during such events. Meanwhile, social vulnerability factors such as poverty and
disability hinder the ability to cope with storms and storm damage. While physical changes are likely to remain scientifically
uncertain into the foreseeable future, the ability to mitigate potential impacts from coastal flooding may be fostered by
better understanding the interplay of social and physical factors that produce human vulnerability. This study does so by
integrating the classic causal model of hazards with social, environmental, and spatial dynamics that lead to the differential
ability of people to cope with hazards. It uses Census data, factor analysis, data envelopment analysis, and floodplain maps
to understand the compound social and physical vulnerability of coastal residents in the city of Revere, MA, USA.
This revised version was published online in August 2006 with corrections to the Cover Date. 相似文献
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The lack of suitable and appropriate crops has been a poorly recognized obstacle to the application of sound agroecological practices in some temperate and tropical regions. Cultivation of traditional hybrid crops in inherently hostile environments forces increased managerial and economic expenditures. Selection of ecologically harmonious crops exploits, rather than opposes natural forces. Based in part on US-AID funded research, we have identified three crops suitable for temperate/tropical cultivation. Amaranthus is recognized in Asia and Central and South America as a food crop that can be grown as a leafy vegetable or as a seed grain in mixed croppings. It does well under a wide variety of conditions using established cultural methods. It is nutritious and highly palatable and, in many areas, is well recognized in the market place. Prosopis species (mesquite) leguminous trees occur worldwide in arid and semi-arid areas. As phreatophytes, they are resistant to drought and high temperature extremes and produce abundant yields of edible beanlike pods. Using the beans from the tree, a variety of attractive, marketable food products have been prepared. We have also identified intermediate wheat-grass, a perennial relative of wheat, as an ecologically and economically attractive alternate crop. It is already a well-established range crop; grown for seed, it becomes a useful grain intercrop. The wholegrain or endosperm mill fractions make excellent tasting, appetizing and attractive baked products. Ongoing agronomic studies indicate it is especially suitable for balancing ecologically unstable areas. 相似文献
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Low Genetic Variability in the Hawaiian Monk Seal 总被引:1,自引:0,他引:1
Maria B. Kretzmann William G. Gilmartin Axel Meyer Gerard P. Zegers Steven R. Fain Bruce F. Taylor & Daniel P. Costa 《Conservation biology》1997,11(2):482-490
The Hawaiian monk seal ( Monachus schauinslandi) is a critically endangered species that has failed to recover from human exploitation despite decades of protection and ongoing management efforts designed to increase population growth. The seals breed at five principal locations in the northwestern Hawaiian islands, and inter-island migration is limited. Genetic variation in this species is expected to be low due to a recent population bottleneck and probable inbreeding within small subpopulations. To test the hypothesis that small population size and strong site fidelity has led to low within-island genetic variability and significant between-island differentiation, we used two independent approaches to quantify genetic variation both within and among the principal subpopulations. Mitochondrial control region and tRNA gene sequences (359 base pairs) were obtained from 50 seals and revealed very low genetic diversity (0.6% variable sites), with no evidence of subpopulation differentiation. Multilocus DNA fingerprints from 22 individuals also indicated low genetic variation in at least some subpopulations (band-sharing values for "unrelated" seals from the same island ranged from 49 to 73%). This method also provided preliminary evidence of population subdivision ( F'st estimates of 0.20 and 0.13 for two adjacent island pairs). Translocations of seals among islands may therefore have the potential to relieve local inbreeding and possibly to reduce the total amount of variation preserved in the population. Genetic variation is only one of many factors that determine the ability of an endangered species to recover. Maintenance of existing genetic diversity, however, remains an important priority for conservation programs because of the possibility of increased disease resistance in more variable populations and the chance that inbreeding depression may only be manifest under adverse environmental conditions. 相似文献