116 results on '"Justin S. Brashares"'
Search Results
102. Effect of habitat area and isolation on fragmented animal populations
- Author
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Karen E. Hodges, Laura R. Prugh, Justin S. Brashares, and Anthony R. E. Sinclair
- Subjects
education.field_of_study ,Multidisciplinary ,Occupancy ,Ecology ,Insular biogeography ,Population ,Population Dynamics ,Biology ,Models, Biological ,Habitat destruction ,Habitat ,Commentary ,Animals ,Ecosystem ,Mammal ,education ,Invertebrate - Abstract
Habitat destruction has driven many once-contiguous animal populations into remnant patches of varying size and isolation. The underlying framework for the conservation of fragmented populations is founded on the principles of island biogeography, wherein the probability of species occurrence in habitat patches varies as a function of patch size and isolation. Despite decades of research, the general importance of patch area and isolation as predictors of species occupancy in fragmented terrestrial systems remains unknown because of a lack of quantitative synthesis. Here, we compile occupancy data from 1,015 bird, mammal, reptile, amphibian, and invertebrate population networks on 6 continents and show that patch area and isolation are surprisingly poor predictors of occupancy for most species. We examine factors such as improper scaling and biases in species representation as explanations and find that the type of land cover separating patches most strongly affects the sensitivity of species to patch area and isolation. Our results indicate that patch area and isolation are indeed important factors affecting the occupancy of many species, but properties of the intervening matrix should not be ignored. Improving matrix quality may lead to higher conservation returns than manipulating the size and configuration of remnant patches for many of the species that persist in the aftermath of habitat destruction.
- Published
- 2008
103. Local participation in natural resource monitoring: a characterization of approaches
- Author
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Andrew Balmford, Mikkel Funder, Hanne Hübertz, Brian Child, Julia P. G. Jones, Jon Fjeldså, Deki Yonten, Ricardo Rueda, Elmer Topp-Jørgensen, Greg Stuart-Hill, John Massao, Sune Holt, Thomas Skielboe, Martin Enghoff, Philip A. Alviola, Danilo S. Balete, Finn Danielsen, Neil D. Burgess, Per Moestrup Jensen, Justin S. Brashares, Yonika M. Ngaga, Tom Blomley, Marlynn M. Mendoza, Arne Jensen, Moses K. Sam, Michael K. Poulsen, and Paul F. Donald
- Subjects
Conservation of Natural Resources ,Ecology ,business.industry ,Environmental resource management ,Participatory monitoring ,Community Participation ,Developing country ,Natural resource ,Research Personnel ,Species Specificity ,Community-based monitoring ,Resource management ,Natural resource management ,business ,Amateur ,Developing Countries ,Ecology, Evolution, Behavior and Systematics ,Strengths and weaknesses ,Ecosystem ,Nature and Landscape Conservation ,Environmental Monitoring - Abstract
The monitoring of trends in the status of species or habitats is routine in developed countries, where it is funded by the state or large nongovernmental organizations and often involves large numbers of skilled amateur volunteers. Far less monitoring of natural resources takes place in developing countries, where state agencies have small budgets, there are fewer skilled professionals or amateurs, and socioeconomic conditions prevent development of a culture of volunteerism. The resulting lack of knowledge about trends in species and habitats presents a serious challenge for detecting, understanding, and reversing declines in natural resource values. International environmental agreements require signatories undertake systematic monitoring of their natural resources, but no system exists to guide the development and expansion of monitoring schemes. To help develop such a protocol, we suggest a typology of monitoring categories, defined by their degree of local participation, ranging from no local involvement with monitoring undertaken by professional researchers to an entirely local effort with monitoring undertaken by local people. We assessed the strengths and weaknesses of each monitoring category and the potential of each to be sustainable in developed or developing countries. Locally based monitoring is particularly relevant in developing countries, where it can lead to rapid decisions to solve the key threats affecting natural resources, can empower local communities to better manage their resources, and can refine sustainable-use strategies to improve local livelihoods. Nevertheless, we recognize that the accuracy and precision of the monitoring undertaken by local communities in different situations needs further study and field protocols need to be further developed to get the best from the unrealized potential of this approach. A challenge to conservation biologists is to identify and establish the monitoring system most relevant to a particular situation and to develop methods to integrate outputs from across the spectrum of monitoring schemes to produce wider indices of natural resources that capture the strengths of each.
- Published
- 2008
104. Accelerated human population growth at protected area edges
- Author
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A. Coleman O. Burton, William T. Bean, Paul R. Elsen, George Wittemyer, and Justin S. Brashares
- Subjects
Rural Population ,Conservation of Natural Resources ,Latin Americans ,Population ,Biodiversity ,Environmental protection ,Human settlement ,Development economics ,Infant Mortality ,Population growth ,Financial Support ,Humans ,education ,Population Growth ,Poverty ,health care economics and organizations ,Africa South of the Sahara ,Ecosystem ,education.field_of_study ,Multidisciplinary ,Infant ,International Agencies ,Investment (macroeconomics) ,Geography ,Latin America ,Protected area - Abstract
Protected areas (PAs) have long been criticized as creations of and for an elite few, where associated costs, but few benefits, are borne by marginalized rural communities. Contrary to predictions of this argument, we found that average human population growth rates on the borders of 306 PAs in 45 countries in Africa and Latin America were nearly double average rural growth, suggesting that PAs attract, rather than repel, human settlement. Higher population growth on PA edges is evident across ecoregions, countries, and continents and is correlated positively with international donor investment in national conservation programs and an index of park-related funding. These findings provide insight on the value of PAs for local people, but also highlight a looming threat to PA effectiveness and biodiversity conservation.
- Published
- 2008
105. Practical directions for the use of recall data in conservation science
- Author
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Christopher D. Golden, Justin S. Brashares, and R. W. Wrangham
- Subjects
Geography ,Ecology ,Recall ,Conservation science ,Nature and Landscape Conservation ,Cognitive psychology - Published
- 2013
- Full Text
- View/download PDF
106. Nature's Matrix: Linking Agriculture, Conservation and Food Sovereignty. By Ivette Perfecto, John Vandermeer, and Angus Wright. London (United Kingdom) and Washington (D.C.): Earthscan. $136.00 (hardcover); $34.95 (paper). xiii + 242 p.; ill.; index. ISBN: 978-1-84407-781-6 (hc); 978-1-84407-782-3 (pb). [First published in 2009.] 2010
- Author
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Hillary Suzanne Sardiñas, Justin S. Brashares, Karen Z. Weinbaum, Eleanor Jane Blitzer, Daniel Lavelle, and Matthew Scott Luskin
- Subjects
Wright ,Kingdom ,Index (economics) ,Agriculture ,business.industry ,Political science ,General Agricultural and Biological Sciences ,business ,Humanities ,Food sovereignty - Published
- 2011
- Full Text
- View/download PDF
107. Filtering Wildlife
- Author
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Justin S. Brashares
- Subjects
Multidisciplinary ,Geography ,Ecology ,Ecology (disciplines) ,Wildlife - Abstract
“Extinction filters” help visualize complex threats faced by wildlife in protected areas.
- Published
- 2010
- Full Text
- View/download PDF
108. Scent marking in a territorial African antelope: I. The maintenance of borders between male oribi
- Author
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Justin S. Brashares and Peter Arcese
- Subjects
Preorbital gland ,biology ,National park ,Ecology ,Zoology ,biology.organism_classification ,Chemical communication ,Social relation ,Ourebia ourebi ,Geography ,Sexual selection ,Animal Science and Zoology ,Animal communication ,Ecology, Evolution, Behavior and Systematics ,Dwarf antelope - Abstract
Scent marking is ubiquitous among the dwarf antelope and gazelles of Africa, but its function has been the subject of debate. This study examined preorbital gland scent marking in the oribi, Ourebia ourebi, a territorial African antelope. Several hypotheses for the function of scent marking by territorial antelope were tested with observational data. Of these, the hypotheses that scent marking is driven by intrasexual competition between neighbouring males, and that marks serve as an honest advertisement of a male's ability to defend his territory from rivals, were supported best. Thirty-three territorial male oribi on 23 territories marked most at borders shared with other territorial males, and territorial males marked more often at borders shared with multimale groups than at borders shared with a single male. This suggests that males perceived neighbouring male groups as a greater threat to territory ownership than neighbouring males that defended their territories without the aid of adult subordinates. Marking rate was unrelated to territory size or the number of females on adjacent territories, but males with many male neighbours marked at higher rates than those with fewer male neighbours. These results suggest that the presence of male neighbours has a greater effect on the scent marking behaviour of territorial antelope than has been considered previously. Copyright 1999 The Association for the Study of Animal Behaviour.
- Published
- 1999
109. Scent marking in a territorial African antelope: II. The economics of marking with faeces
- Author
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Peter Arcese and Justin S. Brashares
- Subjects
Adult male ,Ecology ,National park ,Energetic cost ,Zoology ,Biology ,Chemical communication ,biology.organism_classification ,Ourebia ourebi ,Juvenile ,Animal Science and Zoology ,Animal communication ,Ecology, Evolution, Behavior and Systematics ,Feces - Abstract
Faeces may be ideal substances for scent marking because they have a minimal energetic cost to the signaller. However, marking with faeces is also constrained by the animal's ability to produce faeces. This study examined whether limits on the volume of faeces produced by oribi Ourebia ourebi, in Serengeti National Park, Tanzania, caused territorial males to regulate their output and prioritize the placement of faecal marks. Territorial males marked with faeces more often, and with a smaller volume per defecation, than did juvenile males and females. Territorial males also defecated only on established dung middens along borders shared with other territorial males or on top of a female's urine and faeces. In contrast, juvenile males and females defecated randomly with regard to their location in territories. Territorial males with larger harems marked with faeces at higher rates and less volume than males with few or no females. This difference suggests that when males overmark female excretions they reduce the amount of faeces available for marking other preferred sites, such as along territory borders shared with other males. Dominant males with adult subordinates marked with faeces less often, and with a greater volume per mark, than males that defended territories without the aid of subordinates. Dominant males also reduced the volume of marks less as the number of females on their territory increased than did males without subordinates. Territories occupied by more than one adult male also were marked with faeces at higher rates, and with marks of greater volume, than territories held by single males. These results suggest that the presence of subordinate males reduced the demand on dominant males to regulate the volume and placement of faecal marks. Overall, these results suggest that territorial male oribi regulate their faecal marking behaviour in response to a limited supply of faeces. Copyright 1999 The Association for the Study of Animal Behaviour.
- Published
- 1999
110. Is the Climate Right for Pleistocene Rewilding? Using Species Distribution Models to Extrapolate Climatic Suitability for Mammals across Continents
- Author
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Robert J. Hijmans, Jay P. McEntee, Orien M. W. Richmond, Justin S. Brashares, and Merenlender, Adina Maya
- Subjects
0106 biological sciences ,Ecology/Community Ecology and Biodiversity ,General Science & Technology ,Climate Change ,Science ,Species distribution ,Climate change ,Models, Biological ,010603 evolutionary biology ,01 natural sciences ,Proxy (climate) ,Meteorology ,Ecology/Conservation and Restoration Ecology ,Models ,biology.animal ,Paleoclimatology ,Animals ,Ecosystem ,Mammals ,Multidisciplinary ,Geography ,biology ,Ecology ,010604 marine biology & hydrobiology ,15. Life on land ,Biological ,biology.organism_classification ,Oryx ,Climate Action ,Pleistocene rewilding ,13. Climate action ,Ecology/Spatial and Landscape Ecology ,North America ,Medicine ,Climate model ,Physical geography ,Research Article - Abstract
Species distribution models (SDMs) are increasingly used for extrapolation, or predicting suitable regions for species under new geographic or temporal scenarios. However, SDM predictions may be prone to errors if species are not at equilibrium with climatic conditions in the current range and if training samples are not representative. Here the controversial "Pleistocene rewilding" proposal was used as a novel example to address some of the challenges of extrapolating modeled species-climate relationships outside of current ranges. Climatic suitability for three proposed proxy species (Asian elephant, African cheetah and African lion) was extrapolated to the American southwest and Great Plains using Maxent, a machine-learning species distribution model. Similar models were fit for Oryx gazella, a species native to Africa that has naturalized in North America, to test model predictions. To overcome biases introduced by contracted modern ranges and limited occurrence data, random pseudo-presence points generated from modern and historical ranges were used for model training. For all species except the oryx, models of climatic suitability fit to training data from historical ranges produced larger areas of predicted suitability in North America than models fit to training data from modern ranges. Four naturalized oryx populations in the American southwest were correctly predicted with a generous model threshold, but none of these locations were predicted with a more stringent threshold. In general, the northern Great Plains had low climatic suitability for all focal species and scenarios considered, while portions of the southern Great Plains and American southwest had low to intermediate suitability for some species in some scenarios. The results suggest that the use of historical, in addition to modern, range information and randomly sampled pseudo-presence points may improve model accuracy. This has implications for modeling range shifts of organisms in response to climate change.
- Published
- 2010
- Full Text
- View/download PDF
111. How Much is Enough? Estimating the Minimum Sampling Required for Effective Monitoring of African Reserves.
- Author
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Justin S. Brashares and Moses K. Sam
- Subjects
BIOINDICATORS ,TOXICOLOGY ,BIOLOGICAL monitoring - Abstract
Effective biological monitoring in developing countries requires a balance of rigour and practicality. Unfortunately, there exist few general guidelines to help practitioners design monitoring programs that reach this balance. Here, we analyse a 33-year monitoring program from Ghana, West Africa, to provide both specific and general suggestions for monitoring in developing countries. Since the late 1960s the Ghana Wildlife Division has monitored more than 40 wildlife species with monthly surveys at sites throughout Ghana's nature reserves. These data present unparalleled opportunities to illuminate the scale and pattern of changes in animal abundance over time and the forces that drive these changes. We used sub-sampling of the Ghana monitoring data for four species in two savanna reserves to identify the minimum level of monitoring necessary to reliably detect changes in wildlife populations over 5-year intervals. We used a similar approach to estimate the minimum sampling needed to infer changes in abundance of hunters in reserves. Our results highlight the relative importance of comprehensive spatial and temporal sampling and suggest a requirement of no less than one monitoring site per every 285 km2 in large reserves and 65 km2 in smaller reserves. We discuss briefly the cost of effective monitoring and the relevance of our results to other regions of Africa and the world. [ABSTRACT FROM AUTHOR]
- Published
- 2005
- Full Text
- View/download PDF
112. Phylogenetic analysis of coadaptation in behavior, diet, and body size in the African antelope.
- Author
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Justin S. Brashares, Theodore Garland, and Peter Arcese
- Subjects
- *
ANTELOPES , *PREDATORY animals , *BODY size , *ANIMAL morphology - Abstract
Several authors have suggested that African antelope (family Bovidae) exemplify coadaptation of ecological, behavioral, and morphological traits. We tested four hypotheses related to the ecology and behavior of 75 species of African antelope using both conventional statistical techniques and techniques that account for the nonindependence of species by considering their phylogenetic relationships. Specifically, we tested the hypotheses that (1) dietary selectivity is correlated negatively with body mass, (2) dietary selectivity is correlated negatively with group size, (3) gregarious species either flee or counterattack when approached by predators, but solitary and pair-living species seek cover to hide, and (4) body mass and group size are correlated positively. Each of these hypotheses was examined for the global data set (family Bovidae) and, when possible, within the two antelope subfamilies (Antilopinae and Bovinae) and within 7 of the 10 antelope tribes. The results of our conventional and phylogenetically corrected analyses supported the hypotheses that group and body size vary predictably with feeding style and that antipredator behavior varies with group size. The hypothesis that body mass and group size are correlated positively was supported by conventional statistics, but these two traits were only weakly related using a phylogenetically corrected analysis. Moreover, qualitative and quantitative comparisons within each of the eight major African antelope tribes generally gave little support for the four hypotheses tested. Thus, although our analyses at the subfamily level provided results that were consistent with prior hypotheses, our analyses at the level of tribes were equivocal. We discuss several possible explanations for these differences. [ABSTRACT FROM AUTHOR]
- Published
- 2000
- Full Text
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113. Merging paleobiology with conservation biology to guide the future of terrestrial ecosystems
- Author
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Emily L. Lindsey, Cindy V. Looy, Elizabeth A. Hadly, Uma Ramakrishnan, A. Michelle Lawing, Harry W. Greene, Katherine A. Solari, Holly Doremus, Claire Kremen, Eric Biber, Jessica J. Hellmann, Justin S. Brashares, Ken Alex, M. Allison Stegner, Stephen T. Jackson, Thomas Hickler, Lynn Stegner, Edward Byrd Davis, Gerardo Ceballos, Mikael Fortelius, Chase D. Mendenhall, Gregory P. Dietl, Melissa E. Kemp, Charles R. Marshall, Marvalee H. Wake, Rodolfo Dirzo, Alexis M. Mychajliw, Jussi T. Eronen, Jessica L. Blois, David D. Ackerly, Jason J. Head, Patrick Gonzalez, Nils Christian Stenseth, Zhibin Zhang, Andreas Mulch, Anthony D. Barnosky, Jan Schnitzler, Paul L. Koch, P. David Polly, Kashish Das Shrestha, and Carsten Nowak
- Subjects
0106 biological sciences ,Conservation of Natural Resources ,010504 meteorology & atmospheric sciences ,Natural resource economics ,Climate Change ,media_common.quotation_subject ,Population Dynamics ,Population ,Biodiversity ,Biology ,Extinction, Biological ,010603 evolutionary biology ,01 natural sciences ,Novel ecosystem ,Ecosystem services ,Animals ,Humans ,Wilderness ,education ,0105 earth and related environmental sciences ,media_common ,2. Zero hunger ,education.field_of_study ,Adaptive capacity ,Gorilla gorilla ,Multidisciplinary ,Land use ,Ecology ,Endangered Species ,15. Life on land ,Policy ,13. Climate action ,Conservation biology ,Environmental Pollution ,Introduced Species - Abstract
BACKGROUND The pace and magnitude of human-caused global change has accelerated dramatically over the past 50 years, overwhelming the capacity of many ecosystems and species to maintain themselves as they have under the more stable conditions that prevailed for at least 11,000 years. The next few decades threaten even more rapid transformations because by 2050, the human population is projected to grow by 3 billion while simultaneously increasing per capita consumption. Thus, to avoid losing many species and the crucial aspects of ecosystems that we need—for both our physical and emotional well-being—new conservation paradigms and integration of information from conservation biology, paleobiology, and the Earth sciences are required. ADVANCES Rather than attempting to hold ecosystems to an idealized conception of the past, as has been the prevailing conservation paradigm until recently, maintaining vibrant ecosystems for the future now requires new approaches that use both historical and novel conservation landscapes, enhance adaptive capacity for ecosystems and organisms, facilitate connectedness, and manage ecosystems for functional integrity rather than focusing entirely on particular species. Scientific breakthroughs needed to underpin such a paradigm shift are emerging at the intersection of ecology and paleobiology, revealing (i) which species and ecosystems will need human intervention to persist; (ii) how to foster population connectivity that anticipates rapidly changing climate and land use; (iii) functional attributes that characterize ecosystems through thousands to millions of years, irrespective of the species that are involved; and (iv) the range of compositional and functional variation that ecosystems have exhibited over their long histories. Such information is necessary for recognizing which current changes foretell transitions to less robust ecological states and which changes may signal benign ecosystem shifts that will cause no substantial loss of ecosystem function or services. Conservation success will also increasingly hinge on choosing among different, sometimes mutually exclusive approaches to best achieve three conceptually distinct goals: maximizing biodiversity, maximizing ecosystem services, and preserving wilderness. These goals vary in applicability depending on whether historical or novel ecosystems are the conservation target. Tradeoffs already occur—for example, managing to maximize certain ecosystem services upon which people depend (such as food production on farm or rangelands) versus maintaining healthy populations of vulnerable species (such as wolves, lions, or elephants). In the future, the choices will be starker, likely involving decisions such as which species are candidates for managed relocation and to which areas, and whether certain areas should be off limits for intensive management, even if it means losing some species that now live there. Developing the capacity to make those choices will require conservation in both historical and novel ecosystems and effective collaboration of scientists, governmental officials, nongovernmental organizations, the legal community, and other stakeholders. OUTLOOK Conservation efforts are currently in a state of transition, with active debate about the relative importance of preserving historical landscapes with minimal human impact on one end of the ideological spectrum versus manipulating novel ecosystems that result from human activities on the other. Although the two approaches are often presented as dichotomous, in fact they are connected by a continuum of practices, and both are needed. In most landscapes, maximizing conservation success will require more integration of paleobiology and conservation biology because in a rapidly changing world, a long-term perspective (encompassing at least millennia) is necessary to specify and select appropriate conservation targets and plans. Although adding this long-term perspective will be essential to sustain biodiversity and all of the facets of nature that humans need as we continue to rapidly change the world over the next few decades, maximizing the chances of success will also require dealing with the root causes of the conservation crisis: rapid growth of the human population, increasing per capita consumption especially in developed countries, and anthropogenic climate change that is rapidly pushing habitats outside the bounds experienced by today’s species.
114. A multi-scale distribution model for non-equilibrium populations suggests resource limitation in an endangered rodent.
- Author
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William T Bean, Robert Stafford, H Scott Butterfield, and Justin S Brashares
- Subjects
Medicine ,Science - Abstract
Species distributions are known to be limited by biotic and abiotic factors at multiple temporal and spatial scales. Species distribution models, however, frequently assume a population at equilibrium in both time and space. Studies of habitat selection have repeatedly shown the difficulty of estimating resource selection if the scale or extent of analysis is incorrect. Here, we present a multi-step approach to estimate the realized and potential distribution of the endangered giant kangaroo rat. First, we estimate the potential distribution by modeling suitability at a range-wide scale using static bioclimatic variables. We then examine annual changes in extent at a population-level. We define "available" habitat based on the total suitable potential distribution at the range-wide scale. Then, within the available habitat, model changes in population extent driven by multiple measures of resource availability. By modeling distributions for a population with robust estimates of population extent through time, and ecologically relevant predictor variables, we improved the predictive ability of SDMs, as well as revealed an unanticipated relationship between population extent and precipitation at multiple scales. At a range-wide scale, the best model indicated the giant kangaroo rat was limited to areas that received little to no precipitation in the summer months. In contrast, the best model for shorter time scales showed a positive relation with resource abundance, driven by precipitation, in the current and previous year. These results suggest that the distribution of the giant kangaroo rat was limited to the wettest parts of the drier areas within the study region. This multi-step approach reinforces the differing relationship species may have with environmental variables at different scales, provides a novel method for defining "available" habitat in habitat selection studies, and suggests a way to create distribution models at spatial and temporal scales relevant to theoretical and applied ecologists.
- Published
- 2014
- Full Text
- View/download PDF
115. Hierarchical multi-species modeling of carnivore responses to hunting, habitat and prey in a West African protected area.
- Author
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A Cole Burton, Moses K Sam, Cletus Balangtaa, and Justin S Brashares
- Subjects
Medicine ,Science - Abstract
Protected areas (PAs) are a cornerstone of global efforts to shield wildlife from anthropogenic impacts, yet their effectiveness at protecting wide-ranging species prone to human conflict--notably mammalian carnivores--is increasingly in question. An understanding of carnivore responses to human-induced and natural changes in and around PAs is critical not only to the conservation of threatened carnivore populations, but also to the effective protection of ecosystems in which they play key functional roles. However, an important challenge to assessing carnivore communities is the often infrequent and imperfect nature of survey detections. We applied a novel hierarchical multi-species occupancy model that accounted for detectability and spatial autocorrelation to data from 224 camera trap stations (sampled between October 2006 and January 2009) in order to test hypotheses about extrinsic influences on carnivore community dynamics in a West African protected area (Mole National Park, Ghana). We developed spatially explicit indices of illegal hunting activity, law enforcement patrol effort, prey biomass, and habitat productivity across the park, and used a Bayesian model selection framework to identify predictors of site occurrence for individual species and the entire carnivore community. Contrary to our expectation, hunting pressure and edge proximity did not have consistent, negative effects on occurrence across the nine carnivore species detected. Occurrence patterns for most species were positively associated with small prey biomass, and several species had either positive or negative associations with riverine forest (but not with other habitat descriptors). Influences of sampling design on carnivore detectability were also identified and addressed within our modeling framework (e.g., road and observer effects), and the multi-species approach facilitated inference on even the rarest carnivore species in the park. Our study provides insight for the conservation of these regionally significant carnivore populations, and our approach is broadly applicable to the robust assessment of communities of rare and elusive species subject to environmental change.
- Published
- 2012
- Full Text
- View/download PDF
116. Is the climate right for pleistocene rewilding? Using species distribution models to extrapolate climatic suitability for mammals across continents.
- Author
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Orien M W Richmond, Jay P McEntee, Robert J Hijmans, and Justin S Brashares
- Subjects
Medicine ,Science - Abstract
Species distribution models (SDMs) are increasingly used for extrapolation, or predicting suitable regions for species under new geographic or temporal scenarios. However, SDM predictions may be prone to errors if species are not at equilibrium with climatic conditions in the current range and if training samples are not representative. Here the controversial "Pleistocene rewilding" proposal was used as a novel example to address some of the challenges of extrapolating modeled species-climate relationships outside of current ranges. Climatic suitability for three proposed proxy species (Asian elephant, African cheetah and African lion) was extrapolated to the American southwest and Great Plains using Maxent, a machine-learning species distribution model. Similar models were fit for Oryx gazella, a species native to Africa that has naturalized in North America, to test model predictions. To overcome biases introduced by contracted modern ranges and limited occurrence data, random pseudo-presence points generated from modern and historical ranges were used for model training. For all species except the oryx, models of climatic suitability fit to training data from historical ranges produced larger areas of predicted suitability in North America than models fit to training data from modern ranges. Four naturalized oryx populations in the American southwest were correctly predicted with a generous model threshold, but none of these locations were predicted with a more stringent threshold. In general, the northern Great Plains had low climatic suitability for all focal species and scenarios considered, while portions of the southern Great Plains and American southwest had low to intermediate suitability for some species in some scenarios. The results suggest that the use of historical, in addition to modern, range information and randomly sampled pseudo-presence points may improve model accuracy. This has implications for modeling range shifts of organisms in response to climate change.
- Published
- 2010
- Full Text
- View/download PDF
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