Browsing by Author "Poulsen, John Randolph"
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Item Open Access Analysis of aboveground carbon for indigenous communities in Oaxaca, MX(2021-12-08) Harrigan, EliseManaging forests for carbon is a productive and sustainable way to provide conservation and economic and ecological value. Oaxaca, the most biologically diverse state in Mexico, located in the southwestern region of the country, is looking to expand carbon offset opportunities on indigenous lands. The client for this project, a Oaxacan-based NGO, Integrator Campesino and Indigenous Communities of Oaxaca (ICICO), is working in conjunction with indigenous communities, to manage and protect natural resources while providing sustainable livelihood opportunities. Carbon offset programs are emerging as a promising method in conserving the forests’ biodiversity, while still providing monetary value to the local people by selling credits on the carbon market. This project aims to (1) evaluate the current methodologies and allometric equations in use to calculate the aboveground carbon in the forest, (2) analyze if the current aboveground biomass map accurately depicts the carbon distribution across the state, and (3) identify future carbon offset project locations across the communally owned lands. As forests continue to be at risk of deforestation, the importance of creating community-based conservation opportunities is increasingly more valuable.Item Open Access ANALYZING LANDSCAPE CONNECTIVITY FOR FELIDAE IN OAXACA GIVEN CURRENT AND POTENTIAL COMMUNITY LAND USE TRENDS(2021-04-30) Meca van den Berg, ClaudiaOaxaca state in southern Mexico lies adjacent to the Mesoamerican biological corridor and is comprised of a uniquely diverse landscape. It is further home to many indigenous peoples who possess autonomy and communal land rights. Tropical and deciduous forest ecosystems are essential to maintain landscape connectivity, and are becoming increasingly threatened by agricultural expansion, land privatization and urbanization. Suitable habitat within the range of the jaguar, Panthera onca, and other Felidae species is increasingly fragmented. Indigenous and rural community land management may play an important role in habitat integrity through mixed-use and traditional agroecological practices. This study examines the current distribution of key felid species and analyzes potential scenarios of land use change which may affect future fragmentation. Current land use and connectivity is modeled at both the state scale and for regional areas of interest. Scenario-based models are further used to help explore landscape connectivity in Oaxaca, through the relationship between land cover change, land use and presence of wildlife. Increased understanding of landscape connectivity for felids may inform future management of habitat conservation and restoration at various levels.Item Open Access Assessing aboveground carbon stocks and forest structure metrics in the Mouila Oil Palm Concession Lot 2, Gabon(2014-04-25) Burton, MarkGrowing demand for oil palm is driving its rapid expansion into the African tropics. While palm agriculture can be profitable, the conversion of tropical forests to oil palm monocultures tends to induce environmental degradation, loss of biodiversity, and significant carbon emissions. In this study, we evaluate the potential loss of biomass and the carbon emissions from conversion of a previously logged Gabonese forest to an oil palm plantation. We use a combination of field and LiDAR (Light Detection and Ranging) data to quantify and spatially model aboveground biomass (AGB), carbon stocks, and forest structure in the Mouila Lot 2 (ML2) oil palm concession in the Ngounié Province of Gabon. We established 30 1-ha plots using a stratified, random design. Mean AGB was 257.3 ± 73.8 and 345.8 ± 114.0 Mg ha-1 for 20 plains and 10 plateau plots. Using a multiple linear regression model calibrated with field measurements to predict the spatial distribution of AGB from LiDAR metrics, we estimate the plains forest contain 4.15 Tg AGB (2.07 Tg C) and the plateau forests to contain 4.48 Tg AGB (2.24 Tg C). Using a conservative estimate of biomass saturation in oil palm monocultures (100 Mg ha-1), we estimate that 1.19 Tg C would be emitted from conversion of the plains forest. The carbon density of these forests, even after selective logging, thus exceeds limits proposed by the Roundtable on Sustainable Palm Oil (RSPO). Due to the economic viability of oil palm agriculture and concessions already granted, oil palm development is not likely to stop in Central Africa. Creating regional standards for carbon emissions will allow the balancing of economic development and environmental objectives, while maintaining the framework of economic incentives for socially and environmentally responsible development.Item Embargo Camera trap distance sampling in tropical forests: assessing drivers of terrestrial wildlife abundance in Ivindo National Park, Gabon(2024-04-26) White, ElizabethThe loss of wildlife species and populations, termed defaunation, significantly impacts biodiversity and vertebrate community structure. Terrestrial mammals are especially vulnerable to anthropogenic activities such as habitat destruction, overhunting, and exploitation. Extractive industries are increasing in scale in central African forests, thereby increasing human access to forests and leaving a potential for defaunation. Camera traps are reliable, effective, and non-intrusive technologies to monitor and assess wildlife populations. Using camera trap distance sampling, we estimated wildlife density, capture rates, and species richness to evaluate drivers of wildlife abundance and defaunation in Ivindo National Park, Gabon. We present one of the first uses of camera trap distance sampling to estimate the density of multiple species in a tropical forest. From these estimates, we have baseline population data for this region and can identify factors influencing their populations to inform collaborative conservation and wildlife management efforts.Item Open Access Can Movement Speed Predict Habitat Preference? Assessing the Influence of Topography, Village Proximity, and Land Cover on Forest Elephant (Loxodonta cyclotis) Movement and Preferences in Gabon.(2019-04-24) Kim, SeokminUnderstanding animal habitat preference is crucial for the management of animal populations and planning of protected areas. However, current models for estimating habitat preference require arbitrary estimates of habitat availability, which introduce a level of uncertainty and qualitative inference that could affect model accuracy. To overcome this problem, Dickson et al. (2005) suggested that movement speed could be used as a metric of habitat preference, assuming that movement speed would be negatively related to habitat preference. However, this speed - preference model ignores potential changes in movement related to behavioral shifts or variations in terrain. To assess the generalizability and practicality of the speed-preference model, I examined the hourly movements of 56 GPS collared forest elephants (Loxodonta cyclotis) in Gabon, central Africa between 2015 and 2018 in the context of three relevant environmental covariates (land covers, topography, and village proximity). I analyzed changes in movement speed by attributing a single value for specific environmental characteristics to each movement step and estimated preferences by calculating the density of each individual’s GPS points within the covariate of interest from the individual’s travel range. I then modeled the relationship between speed and preference with a linear mixed model. Speed failed to predict preferences for different land cover types, and relationships between speed and preference for gradients of topography and village proximity changed in both direction and intensity. Therefore, although using speed to predict habitat preference avoids the limitations of other habitat preference models, this method requires further research to assess the complex interactions between speed and environmental covariates for different animal species.Item Open Access CARBON STOCKS IN NORTHEASTERN GABON AND POLICY IMPLICATIONS FOR RUBBER TREE CONCESSIONS(2019-04-24) Jong, Ying WeiAgricultural activities such as oil palm and rubber production have the potential to grow the economies and increase employment in tropical nations, but measures must be taken to offset the negative environmental effects of converting forests into monocultures. One approach to reconciling agricultural development with environmental degradation is to direct agricultural expansion towards low carbon landscapes such as cleared lands and secondary forests. This approach is tested by estimating carbon stocks and flux in northeastern Gabon, Central Africa at the selectively logged ORG concession that is proposed to be converted to a rubber tree plantation. Gabon is in the process of developing its agricultural sector, thus understanding the implications of converting forest into plantations is critical for implementation of best practices for estimating carbon stocks and reducing carbon emissions. This study demonstrates that even within degraded secondary forests in Gabon the mean carbon density (123.8 Mg C ha-1) remains relatively high in comparison to degraded forest in other tropical countries. This value is lower than the mean carbon density in Gabon (160-167 Mg C ha-1) (Bombelli et al., 2009; Saatchi et al., 2011), but substantially higher than the 75 Mg C ha-1 carbon threshold recommended by the High Carbon Stock protocol (HCS; HCS Steering Group Committee, 2017). The carbon density distribution within the ORG concession is related to habitat type: forests on slopes had the highest mean carbon density compared to swamps, which were dominated by low-carbon palm species, and flat terra firma forest, the majority of which had been previously cleared for subsistence agriculture. Through growth and succession, secondary forest should attain carbon densities similar to primary forest, which means there are high environmental opportunity costs of converting secondary forest to plantations. Overall, converting the ORG concession into a rubber plantation will lead to net carbon emissions. If development of the area goes forward, measures should be taken to reduce emissions and prolong carbon retention, such as minimizing soil disturbance, extending harvest rotations, making rubber wood furniture, and setting aside high carbon areas, such as slopes, as offsets.Item Open Access Caught in the act! Using camera trapping to investigate the link between tropical forest degradation and biodiversity in the Belize Maya Forest(2023-04-27) Boos, Elise; Bruno, KellyTropical forests retain an abundance of the world’s species yet are acutely threatened by habitat loss and overharvesting. Habitat loss is largely driven by widespread deforestation and potentially forest degradation – a decrease in forest quality primarily caused by logging. Some evidence suggests that degradation drives biodiversity loss, while other studies argue that managed forests can preserve species. Belize, a country in the Neotropics, retains 60% of its forest cover but is predicted to lose most of it in the next decade. One proposed method for sustainable forest management is reduced impact logging (RIL). We modeled species occupancy of terrestrial wildlife across RIL and unlogged sites within the Belize Maya Forest and evaluated the effect of anthropogenic and environmental covariates. We provide evidence that managed forests can preserve biodiversity and that the effect of occupancy covariates varies by species.Item Open Access Comparison of Methods for Surveying White-tailed Deer in the Duke Forest(2020-04-23) Saxton, KaitlinWhite-tailed deer (Odocoileus virginianus) are one of the most recognizable and prevalent forest species in North America. Once near the brink of extirpation, their numbers have since rebounded into the millions due to their ability to adapt to fragmented and urbanized habitats coupled with the decline of their natural predators such as cougars and wolves. Acting as a keystone species in forest environments, their numbers can quickly exceed carrying capacity and lead to a cascade of ecological effects. Over-browsing, for example, results in the suppression or reduction of important plant species which can in turn negatively affect other organisms that depend on them to survive. In 2003, the Duke Forest began implementing a deer management program in response to a considerable browse-line throughout the forest. Each year, Duke Forest conducts a controlled hunt in three forest divisions followed by a spotlight survey to count deer and monitor the overall population trend and success of the program. Although past data have indicated a downward trend in deer numbers over the years, some skepticism remains as to whether the numbers estimated by spotlighting accurately reflect the density of deer in the forest. My project focused on designing and implementing several other common methods for surveying deer- camera traps, pellet counts, spotlighting, and distance sampling. More specifically, I sought to evaluate 1) the efficacy of camera trapping and pellet counts as alternative methods for monitoring, 2) whether distance sampling could improve the accuracy of the current spotlighting procedure, and 3) the relative effectiveness of all tested methods, including spotlighting, camera traps and pellet counts. This information was then used to inform the Duke Forest and recommend potential modifications to its deer management program. Of the three survey methods, camera traps were the most effective while pellet counts were the least effective. I failed to find enough pellet groups and spotlighting did not yield enough distance measurements to support distance sampling. This year’s spotlight deer count was the lowest in the program’s history. The camera traps captured thousands of observations of deer that were then used to calculate a density of 9.71 deer per square kilometer (25.15 deer per square mile) in the Korstian division which is considered medium density. Monitoring white-tailed deer is an important management tool in forested urban areas like the Duke Forest to prevent forest destruction and alteration and curb the risks of human-wildlife conflict that may arise from the overlap in deer and human habitats. The current spotlight method could be improved by adding more routes and survey nights to increase chances of finding deer, and, if enough observations are collected, distance sampling could be revisited. I recommend that the Duke Forest use distance sampling with camera traps to monitor their deer population and scale the methods used in this project up to include all divisions in the deer management program to get an overall density and examine environmental and seasonal factors that influence density and distribution.Item Open Access Constituents and drivers of composition, diversity and structure of a Congolese forest(2016-04-29) Gopalakrishna, TrishaTropical forest systems occupy 2% of the earth’s land surface but host nearly 50% of the world’s forests and support unique flora and fauna and ecological processes. They also provide a multitude of ecosystem services ranging from the provision of food and water to supporting livelihoods and climate change mitigation. However, tropical forests are under immense anthropogenic pressures, including conversion of forestland for agricultural purposes, logging and extraction of timber, and exploitation via hunting and poaching. These pressures fragment forests and alter ecological processes that are linked to the many ecosystem services they provide. The Congolese forest of Central Africa is an important tropical forest belt of the world with a unique history of anthropogenic pressures, particularly logging and hunting activities. In this study, I examine the forests of the northern Republic of the Congo to understand the role of logging and hunting on forest diversity, composition, and structure. Specifically, I identify forest tree communities and determine the extent to which environmental drivers versus anthropogenic disturbance dictate forest composition, diversity and structure. To do so, I use a range of statistical techniques, including non-metric multidimensional scaling, classification and multi-level pattern analysis and multiple regression approaches. The results of my study reveal that variation in species composition is explained by disturbance type (combination of logging and hunting, logging only, and no disturbance), distance to Kabo village (proxy for disturbance), and logging. I determined five tree species groups across the study area that largely represents a gradient of disturbance. Areas having combined pressures of hunting and selective logging included the highest number of species groups, while pristine areas included the lowest number of species groups. In addition, the indicator tree species characterizing the species groups also reflected the level of disturbance, with highly disturbed plots containing more characteristic secondary tree species and pristine areas containing primary tree species. For drivers of tree species diversity, I concluded that edaphic factors including pH and phosphorous explain variation in diversity. Lastly, I determined there to be no significant driver of basal area across the plots, but variation in wood density was driven by total nitrogen and soil texture. My study highlights the effects of disturbance on species composition across this forested landscape; whereas soil characteristics seemed to have a stronger role in controlling forest diversity and structure, although additional research is needed to fully elucidate the observed results. More studies are needed to decouple the effects of anthropogenic pressures and environmental factors on forest composition, diversity and structure, thereby providing more insight about these forests.Item Open Access Designing A Biological Corridor in Oaxaca, Mexico(2020-04-24) Erdman, Krista; Myers, Kimberly; Patterson, Virginia; Wang, ZifengSituated in the biodiversity hotspot of Oaxaca, San Juan Lachao and San Pedro Juchatengo boast an impressive collection of faunal species. Protecting these animals is critical to both prevent extinction and support the communities’ cultures and economies. In our study, we focused on six species – white-tailed deer, jaguarundi, ocelot, puma, peccary, and coati – to locate potential conservation areas and generate a corridor to connect them. Using camera trap observations collected by community members, remotely sensed data, and information gathered in the field, we employed statistical models to map the distribution of each focal species based on probability of occurrence. We then prioritized conservation areas by selecting sizable regions with overlapping distributions. Finally, we calculated least cost paths to find an optimal corridor site. To facilitate future studies, we also classified a highly accurate land use land cover map for the region. Our results identified two priority conservation areas in Lachao totaling 2,774 ha. In future studies, we recommend adjusting the camera trap protocol to extend into Juchatengo and focus on potential conservation areas that have not yet been observed. Additional environmental variables collected at the camera trap sites would also likely markedly improve our distribution models. For indigenous communities that rely on their collective lands for living, biological diversity is an essential aspect of their management practices and is integral to their livelihoods and cultural values. Livelihood activities by indigenous communities also have important implications on local biodiversity both as a source of stress and as a potential force of environmental stewardship. Alternative livelihood projects (ALPs) refer to conservation interventions that intend to reduce people’s reliance on threatened natural resources,generate economic benefits and increase local support for conservation. ICICO has actively promoted ALPs in the two agrarian communities that we worked with, San Juan Lachao and San Pedro Juchatengo, as a strategy for integrating biodiversity and socioeconomic goals. In this part of our project, we studied the socioeconomic effects of the proposed biological corridor and explored the potential for alternative livelihood projects in the client communities. We conducted 18 semi-structured interviews with leaders from Lachao and Juchatento, to determine perceptions of benefits and barriers regarding ALP’s and a proposed biological corridor connecting the two communities. We spent time with community members in the field to build trust and gather supporting data from conversations regarding the project. Then, we conducted an in-depth literature review of case studies of four types of alternative livelihood projects identified by ICICO as being of particular interest and relevance for these communities: forest-based carbon offset, non-timber forest product, agroforestry and ecotourism. From the review of literature, we drew lessons that can inform the development of projects in our client communities. Integrating the coding and data analyses from the interviews and the literature review, we determined recommendations towards implementing ALP’s and conservation activities that will link the communities and support the corridor.Item Open Access Effects of hunting and human disturbance on wildlife near villages in northeastern Gabon(2018-04-27) MacCarthy, JamesBushmeat from wild animals is the primary source of protein and income for many rural communities in northeastern Gabon, but mammals also provide valuable ecosystem services that may be jeopardized by unsustainable hunting practices and human disturbance. In this study, we deployed nearly 200 camera traps over two years to investigate whether hunting and other forms of human disturbance resulting from resource extraction activities, such as logging, alter mammal communities in tropical forests. The results of our study indicate that hunting and human disturbance reduces large mammal abundance close to roads and in more populated areas. In particular, chimpanzees and mandrills occurred far from roads, possibly reflecting more intense hunting of these species either for meat or in retaliation for crop raiding. Low relative abundances may be partially offset by in-migration from source populations in remote forests, but the further expansion of logging roads could disrupt this buffering mechanism. Although we did not find any significant effects for medium mammals as a group, Peter’s duikers and white-bellied duikers responded negatively to hunting intensity and were more numerous farther from villages and Makokou. By contrast, small mammals, such as rats and brush-tailed porcupines, responded positively to the density of logging roads, suggesting that low abundances of medium and large mammals release them from predation and competition for resourcesor that disturbed forest provides a more favorable habitat for small mammals than primary forest. Our results indicate that anthropogenic factors strongly influence the abundances and distributions of species in our study and forecast wildlife communities dominated by small mammals in human disturbed areas. To ensure a sustainable supply of animal protein for rural people, rural communities must actively manage their forests for wildlife. Wildlife management systems near villages should include a quota system that allows year-round hunting of small mammals, but limits hunting of large mammals to specific months, seasons, and areas. Government- or NGO-funded compensation for crop damage could ease the antipathy towards animals and conservation, and funding of community-led wildlife monitoring could raise awareness of the effects of hunting and the ecological and livelihood benefits of large mammals. Likewise, forestry operations should prohibit hunting in their concessions, and actively enforce regulations against hunting and use of logging roads.Item Open Access Effects of National Development and Conservation Strategies on Rural Livelihoods Around Makokou, Gabon(2017-04-28) Kovach, AlexisBalancing development and conservation is a struggle that all countries face, but is especially difficult in tropical, developing nations. Development activities in these nations often rely on extractive industries to diversify the economies and increase employment, while conservation activities aim to curb deforestation and protect biodiversity. Both activities can positively and negatively affect rural communities that depend upon forest resources to sustain their livelihoods. As extractive industries grow throughout the tropics, development and conservation increasingly collide. It is important, therefore, to identify the approaches that most effectively secure the objectives of each, while respecting and benefitting rural, forest-dependent communities. This study seeks to compare and contrast the effects of development and conservation activities on the livelihoods of rural communities in Gabon, a tropical nation committed to balancing development with conservation, and to help guide decision-makers in the development of socially just and effective approaches. The primary development activities in Gabon consist of logging and industrial agriculture, while conservation efforts are focused around national parks. To determine the effect of these activities on rural communities, I conducted a household level livelihood and perception survey in 135 households in 15 villages around the city of Makokou, Gabon. I collected information on demography, health, social capital, natural resource use and consumption, asset wealth, and income as well as perceptions towards each development and conservation activity. Overall, I found that park households had few employment opportunities and were not able to supplement their income with hunting because hunting pressure from Makokou depleted the resource base and because of small hunting territories limited in size by their proximity to park borders. I found that logging concessions positively affected local livelihoods because they provide both direct employment and the opportunity to supplement income through the commercialization of bushmeat. I also found that industrial agriculture provided significant employment opportunities and seemed to be limiting household level natural resource exploitation. All activities, however, are not making significant strides towards meeting conservation goals. These results highlight the importance of integrating development and conservation activities to secure the livelihoods of rural communities and the viability of species and ecosystems.Item Open Access Forecasted Afrotropical Forest Responses to Climate Change Diverge from Neotropical Predictions with Consequences for Biodiversity Conservation and Carbon Storage(2019) Nuñez, Chase LemondUnderstanding how tropical forests respond to changes in the abiotic environment and human disturbance is critical for preserving biodiversity, mitigating climate change, and maintaining ecosystem services in the coming century. The lowland rainforests of Central Africa in particular are expected to lose 41% of present dense forest cover in the next 50 years to forest clearing, due in large part to forest loss resulting from the expansion of subsistence agriculture and logging. Deforestation also contributes a net increase in carbon dioxide to the atmosphere, exacerbating forest losses via increased tree mortality from drought, fire, and dispersal failure. Despite these grim circumstances, we know little about how Paleotropical tree communities are likely to respond to predicted changes in disturbance and climate.
To evaluate the unique response of Afrotropical forests to changes in the abiotic environment and disturbance, I employ diverse data including species inventories, seed rain, species traits, remotely sensed historic climatic data, future climate predictions, and soil nutrient data collected from 134 1-ha plots arrayed in two large-scale observational experiments spanning the central African countries of Gabon and the Republic of Congo (Brazzaville). I then combine these diverse data using novel modeling methods to 1) determine the relative roles of climate and human disturbance on tree community composition, 2) quantify the relative effects of human disturbance and the abiotic environment on tree fecundity and seed dispersal, and 3) forecast future tree community change given predicted changes in climate.
This work demonstrates that Afrotropical plant communities are more sensitive to human disturbance than to climate, with particular sensitivities to hunting and distance to village (a proxy for other human activities, including tree-cutting, gathering, etc.). These pressures have meaningful long-term effects on seed dispersal, increasing dispersal distances for animal dispersed seeds in disturbed forests. Finally, We forecast a 3 - 8% decrease in Afrotropical forest species richness by the end of the century, in contrast to the 30-50% loss of plant diversity predicted to occur with equivalent warming in the Neotropics.
This work reveals that community forecasts are not generalizable across regions, and more representative studies are needed in understudied biomes like the Afrotropics. Nascent data sets, increased availability of high quality remote sensing data, and new statistical techniques capable of synthesizing these various data will help in further resolving the fate of the world’s ecosystems. This study serves as an important counterpoint to work done in the Neotropics by providing contrasting predictions for Afrotropical forests with substantially different ecological, evolutionary, and anthropogenic histories.
Item Open Access Forecasted Afrotropical Forest Responses to Climate Change Diverge from Neotropical Predictions with Consequences for Biodiversity Conservation and Carbon Storage(2019) Nuñez, Chase LemondUnderstanding how tropical forests respond to changes in the abiotic environment and human disturbance is critical for preserving biodiversity, mitigating climate change, and maintaining ecosystem services in the coming century. The lowland rainforests of Central Africa in particular are expected to lose 41% of present dense forest cover in the next 50 years to forest clearing, due in large part to forest loss resulting from the expansion of subsistence agriculture and logging. Deforestation also contributes a net increase in carbon dioxide to the atmosphere, exacerbating forest losses via increased tree mortality from drought, fire, and dispersal failure. Despite these grim circumstances, we know little about how Paleotropical tree communities are likely to respond to predicted changes in disturbance and climate.
To evaluate the unique response of Afrotropical forests to changes in the abiotic environment and disturbance, I employ diverse data including species inventories, seed rain, species traits, remotely sensed historic climatic data, future climate predictions, and soil nutrient data collected from 134 1-ha plots arrayed in two large-scale observational experiments spanning the central African countries of Gabon and the Republic of Congo (Brazzaville). I then combine these diverse data using novel modeling methods to 1) determine the relative roles of climate and human disturbance on tree community composition, 2) quantify the relative effects of human disturbance and the abiotic environment on tree fecundity and seed dispersal, and 3) forecast future tree community change given predicted changes in climate.
This work demonstrates that Afrotropical plant communities are more sensitive to human disturbance than to climate, with particular sensitivities to hunting and distance to village (a proxy for other human activities, including tree-cutting, gathering, etc.). These pressures have meaningful long-term effects on seed dispersal, increasing dispersal distances for animal dispersed seeds in disturbed forests. Finally, We forecast a 3 - 8% decrease in Afrotropical forest species richness by the end of the century, in contrast to the 30-50% loss of plant diversity predicted to occur with equivalent warming in the Neotropics.
This work reveals that community forecasts are not generalizable across regions, and more representative studies are needed in understudied biomes like the Afrotropics. Nascent data sets, increased availability of high quality remote sensing data, and new statistical techniques capable of synthesizing these various data will help in further resolving the fate of the world’s ecosystems. This study serves as an important counterpoint to work done in the Neotropics by providing contrasting predictions for Afrotropical forests with substantially different ecological, evolutionary, and anthropogenic histories.
Item Open Access Forest Elephant Group Dynamics, Social Interactions, and Population Monitoring(2021) Meier, Amelia C.Forest elephants (Loxodonta cyclotis), the smallest and least studied of the three extant elephant species, predominately inhabit the Guinean and Congolian tropical forests from Guinea to the Democratic Republic of Congo. Known as ecosystem engineers, forest elephants create and maintain forest habitat, shape faunal communities, transport nutrients, and disperse seeds to distant areas. Despite their essential ecological role, very little is known about forest elephant social behavior. Living in social groups provides individuals with many benefits, including information about resources, protection from predators, and access to mates. For highly social species, like elephants, understanding social behavior is crucial to implementing sustainable conservation practices and mitigating the negative impacts of human development. To date, what is known about forest elephant social behavior originates from observations in baïs – mineral rich forest clearings. As a result, our understanding is limited by the short periods of time forest elephants spend in baïs, less than 2% of their time, and the small area relative to the rest of their home range and lifespan that we are able to observe. In this dissertation, I present research from the first project to attempt to understand elephant social interactions from throughout the range of habitats that forest elephants exploit on a daily basis, including dense, closed-canopy forest. I combine genetic and satellite technologies (GPS tracking and remote sensing) using novel computational methods to address: (1) factors that influence fluctuations in forest elephant group size; (2) forest elephant group age-sex composition and the factors influencing the probability of interactions between two elephants; and (3) improvements to forest elephant monitoring via line transect surveys for dung by creating an adaptive dung decay model. I conclude that: (1) group size is variable with forest elephants displaying a fission-fusion social system – a flexible social system in which individuals or sub-groups intermittently join other groups – across habitats in response to fruit availability and human disturbance; (2) interaction between individuals is influenced by social, but not environmental, factors and forest elephants spend more time in mixed sex groups than Asian or savanna elephants; and (3) estimating dung degradation via remotely sensed imagery is a feasible, cost-efficient alternative or supplement to in-situ dung degradation studies for non-invasive population surveys. This dissertation highlights the value of untangling the complex interplay between environmental, social, and anthropogenic drivers of species group composition and social behavior to inform conservation action., the results herein will be informative for monitoring forest elephant populations and promoting human-elephant coexistence through improved management of potential conflict areas.
Item Open Access Forest Elephant Movements and Habitat Use in a Tropical Forest-Savanna Mosaic in Gabon(2017-04-27) Mills, EmilyPoaching of forest elephants for their ivory has decimated their populations in Central Africa, with a decline of over 62% since 2002. The densely forested country of Gabon in the Congo Basin provides critical habitat for approximately half of the world’s remaining forest elephants. With forest elephants under intense poaching pressure in most of their range, there is a need for information on their habitat use, movements, and ecology to understand how they modify their environment and to maximize the effectiveness of conservation efforts. Movement ecology can provide insights into forest elephant resource requirements and temporal, seasonal, or spatial patterns regarding when or where an animal is at greatest risk. In 2015, the Gabon Parks Agency (ANPN) in collaboration with Duke University initiated a forest elephant monitoring program using global positioning system (GPS) collars to 1) investigate the spatial distribution and environmental drivers of elephant movements and 2) inform proactive law enforcement strategies by predicting where elephants will be found. The Wonga Wongué Presidential Reserve (WW), on the western coast of Gabon, consists of a forest-savanna matrix, providing an opportunity to evaluate how elephants use different habitat types. In 2015 and 2016, the Gabon Parks Agency collared 17 forest elephants in the reserve. Here I used the location data from these elephants to ask: 1. Do forest elephant movements and home ranges differ temporally, seasonally, or by elephant sex? 2. Do forest elephants differentially use forest and savanna habitats? 3. What environmental variables (ecological and anthropogenic) most strongly determine habitat use by elephants? I characterized elephant movements and measured home ranges, employing three different methods of quantifying and visualizing home range areas. I assembled environmental variables of interest (e.g. land cover type, vegetation, and Euclidean distance to streams, villages, and secondary roads) at each elephant location, and analyzed ecological patterns of habitat use across elephant sex, season, and time of day. I developed a prediction surface for the likelihood of elephant occupancy by modelling elephant habitat use during the dry and wet seasons using mixed effects logistic regression. Forest elephants travelled up to 3000 km annually and exhibited average home range areas of 713 km2, with males having significantly larger home ranges than females. Both female and male elephants remained largely in and around the central savanna of WW, with a few males travelling outside the park borders and travelling up to 110 km to return to the central savanna. Forest elephants demonstrated both temporal and seasonal movement patterns. Temporally, they moved between forest and savanna at dawn and dusk, spending more time in forests during the day when temperatures are highest and entering the savanna as the sun goes down. During the short wet season when grass recruits, forest elephants spent proportionally more time in the savanna. Elephants also travelled at greater speeds during the short wet season when, in addition to greater grass availability, the abundance and diversity of fruiting tree species is greatest, suggesting that availability of fruit influences movements. The most significant determinant of elephant movements was vegetation; elephants use areas with higher vegetation density, which afford cover and browse. When villages were nearby, elephants tended to spend time nearer to them, perhaps for access to agricultural crops. During the wet season, elephant presence was more likely at greater distances from perennial water sources, indicating decreased water limitation during this season. The interaction between forest elephants and the large central savanna highlights the important role of the savanna for food provision and social gatherings. Park management should continue to manage the savannas of WW to maintain openness and grass regeneration. Unlike other sites, the interior of WW is well protected, and ecological factors including food and water availability more strongly affect elephant movements than anthropogenic features such as roads and villages. Even so, there is a high likelihood of human-elephant conflict along the border of the reserve where villages are located. To conserve elephants, stakeholder engagement and law enforcement should focus on these areas of potential conflict. Future GPS-tracking efforts should focus on the park boundaries and multiple-use areas between protected areas to assess the anthropogenic impacts on forest elephant movements and the capacity of the protected area network in Gabon to protect and maintain forest elephant populations.Item Open Access Forests, Wildfires, and their Link with Weather and Landscape Variation: A spatial and temporal analysis within Zambian GMAs(2024-04-29) Merritt, MelissaDeforestation rates in Zambia have been on the rise in recent decades, accompanied by growing concerns about wildfires exacerbated by climate change and population growth. Because of these trends, understanding forest structure and wildfire intensity, as well as their underlying drivers, is imperative. In this project, the research was conducted within two game management areas, adjacent to Kafue National Park, a cornerstone of one of the world's largest protected regions. The fieldwork for this study involved surveying 30 forest plots to analyze above-ground biomass distributions and identify the spatial environmental factors affecting them. I evaluated the viability of estimating regional above-ground biomass distributions by integrating Sentinel-1 and Sentinel-2 satellite data with plot-level above-ground biomass data. Additionally, burn severity was evaluated using satellite-derived dNBR vegetation indices, with comparisons made to temporal variations in weather patterns. These findings are anticipated to offer valuable insights for shaping future wildfire management strategies and carbon mitigation efforts.Item Open Access Gabon’s Overlooked Carbon: A tropical forest study of coarse woody debris(2013-04-26) Carlson, BenLarge dead trees and other large forest detritus (collectively known as coarse woody debris, or CWD) play an important role in the global carbon cycle. In tropical systems, CWD stocks (necromass) have been found to constitute 5% to 33% of total biomass. Despite harboring the second largest rain forest on earth, in Central Africa there have been virtually no studies of coarse woody debris. In this study 15 plots were established in 5 forest zones in Gabon, Africa to measure CWD stocks and potential environmental and land-use determinants of CWD. Necromass of CWD was found to be positively correlated with precipitation and was higher in logged forests than in primary forests. Extrapolated to the entire country, Gabon is estimated to contain carbon CWD content of between 0.34 Pg C to 0.72 Pg C (14 Mg C ha-1 to 30.1 Mg C ha-1). The results of this study will help improve tropical forest carbon flux estimates.Item Open Access Habitat preference and use by the cougar (Puma concolor)(2019-04-24) Bischoff-Mattson, SkyCougars (Puma concolor) are widespread in the western US, penetrating even into the edges of inhabited and developed areas. Despite their widespread distribution, many aspects of their lives remain unquantified and poorly studied. To explain the factors that influence cougar behavior, I adapted methods used for the African Lion and field data and movement metrics from USGS to designate behavioral states of cougars to GPS locations. Fitting a Bayesian multinomial model, I explain cougar behavior based on vegetation and visibility- the amount of visible area at a point, accounting for the amount of daylight- as well as elevation and land cover. The model explains a third of the variation in the data, but considerable individual variation makes differentiating between behaviors difficult. Visibility likely plays a role in cougar behavior, but additional research is necessary to fully identify all the factors that drive cougar behavior.Item Open Access Informing REDD+ Afforestation, Reforestation, and Revegetation (ARR) Project Development in the SAVA Region, Madagascar(2021-04-29) Alcorn, John; Krejsa, Kaitlyn; Newman, Benjamin; Socha, AnnikaCarbon offset projects are an effective mechanism to reduce atmospheric greenhouse gases and mitigate global climate change. Restoration of deforested land in the tropics through these projects has become an increasingly popular approach as it helps restore biodiversity loss, improve rural livelihoods, and increase other social, economic, and environmental benefits, in addition to reducing atmospheric carbon. In partnership with Duke Carbon Offsets Initiative and Duke Lemur Center, we used a multidisciplinary approach to perform analyses that will contribute to the development of a REDD+ Afforestation, Reforestation, and Revegetation (ARR) project in the SAVA region, Madagascar. Specifically, we evaluated potential project activities by (1) creating deforestation threat maps, current land cover maps, and tracking historical landuse and land cover trends, (2) quantifying the change in carbon stocks under native forest restoration and agroforestry scenarios, and (3) evaluating the most realistic and effective project scenarios through a barrier analysis and common practice analysis. Our results provide preliminary analyses that can be used to develop a verifiable carbon offset project to help reduce carbon emissions, reforest degraded regions of Madagascar, and contribute to Duke University’s goal of becoming carbon neutral.