Projecting Boreal Bird Responses to Climate Change Considering Uncertainty, Refugia, Vegetation Lags, and Post-glaciation History

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ISBN 13 :
Total Pages : 426 pages
Book Rating : 4.:/5 (956 download)

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Book Synopsis Projecting Boreal Bird Responses to Climate Change Considering Uncertainty, Refugia, Vegetation Lags, and Post-glaciation History by : Diana Stralberg

Download or read book Projecting Boreal Bird Responses to Climate Change Considering Uncertainty, Refugia, Vegetation Lags, and Post-glaciation History written by Diana Stralberg and published by . This book was released on 2016 with total page 426 pages. Available in PDF, EPUB and Kindle. Book excerpt: Often referred to as North America's bird nursery, the boreal forest biome provides a productive environment for breeding birds, supporting high species diversity and bird numbers. These birds are likely to shift their distributions northward in response to rapid climate change over the next century, resulting in population- and community-level changes. To anticipate the pattern and extent of such changes, and to inform climate-change adaptation and conservation planning, species distribution models (SDMs) are often used to describe and map species' climatic niches through time. SDMs provide invaluable insights into climatic suitability patterns and potential distributional responses, but they are most useful when assumptions are acknowledged and the resulting limitations are addressed. Each chapter of my thesis focuses on understanding and addressing one of four major limitations of SDMs: (1) model uncertainty in current and future projections, (2) time lags in ecosystem responses to climate change, (3) the static nature of correlative models, and (4) the influence of historical biogeography in determining current distributions. In my first chapter, using a continental-scale avian dataset compiled by the Boreal Avian Modelling project, I developed models to project climate-induced changes in the distribution and relative abundance of 80 boreal-breeding passerine species. For such projections to be useful, however, the magnitude of change must be understood relative to the magnitude of uncertainty in model predictions. I found that the mean signal-to-noise ratio across species increased over time to 2.87 by the end of the 21st century, with the signal greater than the noise for 88% of species. I also found that, among sources of uncertainty evaluated, the choice of climate model was most important for 66% of species, sampling error for 29% of species, and variable selection for 5% of species. The range of uncertainty exhibited across species and geographic regions suggests a basis for differential quantitative weightings in assessments of species vulnerability and spatial conservation priorities under climate change. Many species and ecosystems will likely be unable to keep pace with rapid climate change projected for the 21st century, however. In my second chapter, I evaluated an underexplored dimension of the mismatch between climate and biota: limitations to forest growth and succession affecting habitat suitability. I found dramatic reductions in suitable habitat for many species over the next century when vegetation lags were considered. I used these results to identify conservative and efficient boreal conservation priorities anchored around climatic macrorefugia that are robust to century-long climate change and complement the current protected areas network. Vegetation change may also be delayed in the absence of disturbance catalysts. In the western boreal region, a combined increase in wildfires and human activities may aid these transitions, also resulting in a younger forest. In my third chapter, I developed a hybrid modelling approach based on topo-edaphically constrained projections of climate-driven vegetation change potential, coupled with weather- and fuel-based simulations of future wildfires, and projections of large-scale industrial development activities, to better understand factors influencing decadal-scale upland vegetation change. I simulated scenarios of change in forest composition and structure over the next century, conservatively concluding that at least one-third of Alberta's upland mixedwood and conifer forest is likely to be replaced by deciduous woodland and grassland by 2090. During this timeframe, the rate of increase in fire probability diminished, suggesting a negative feedback process by which a warmer climate and more extensive near-term fires leads to an increase in deciduous forest that in turn, due to its relatively low flammability, leads to a long-term reduction in area burned. Finally, boreal species' projected range shifts could be impeded by the northwestern cordillera, which spans from boreal Alaska to the rest of the North American boreal region, and may have inhibited the expansion of many species into climatically suitable habitat after the last glacial maximum (LGM). Using paleoclimate simulations for the past 20,000 years, I analyzed the relative importance of migratory and life-history characteristics vs. current and historical climatic suitability on the distributions of North American boreal-breeding species. The high relative importance of climatic suitability within the northwestern cordilleran region suggests a capacity for several species to disperse into Alaska once climatic connectivity is achieved in the future, which is supported by recently recorded signs of breeding activity.

Effects of Climate Change on Birds

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Publisher : Oxford University Press, USA
ISBN 13 : 0198824262
Total Pages : 288 pages
Book Rating : 4.1/5 (988 download)

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Book Synopsis Effects of Climate Change on Birds by : Peter O. Dunn

Download or read book Effects of Climate Change on Birds written by Peter O. Dunn and published by Oxford University Press, USA. This book was released on 2019-07-10 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: Climate change issues are attracting rapidly increasing interest from a wide range of biologists due to their unprecedented effects on global biodiversity, although there remains a lack of general knowledge as to the environmental consequences of such rapid change. Compared with any other class of animals, birds provide more long-term data and extensive time series, a more geographically and taxonomically diverse source of information, a richer source of data on a greater range of topics dealing with the effects of climate change, and a longer tradition of extensive research. The first edition of the book was widely cited and this new edition continues to provide an exhaustive and up-to-date synthesis of our rapidly expanding level of knowledge as it relates to birds, highlighting new methods and areas for future research.

Birds and Climate Change

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Publisher : Elsevier
ISBN 13 : 0080471927
Total Pages : 276 pages
Book Rating : 4.0/5 (84 download)

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Book Synopsis Birds and Climate Change by :

Download or read book Birds and Climate Change written by and published by Elsevier. This book was released on 2004-11-13 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: Temperature and other climate variables are currently changing at a dramatic rate. As observations have shown, these climatic changes have serious consequences for all organisms and their ability to adapt to changing environmental conditions. Birds are excellent model organisms, with a very active metabolism, they are highly sensitive to environmental changes and as highly mobile creatures they are also extremely reactive. Birds and Climate Change discusses our current knowledge of observed changes and provides guidelines for studies in the years to come so we can document and understand how patterns of changing weather conditions may affect birds. Provides reviews of long-term datasets Incorporates meta-analyses of studies about climate change effects on birds Includes guidelines and suggestions for further studies

Birds and Climate Change

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Publisher : Cambridge University Press
ISBN 13 : 113999137X
Total Pages : 481 pages
Book Rating : 4.1/5 (399 download)

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Book Synopsis Birds and Climate Change by : James W. Pearce-Higgins

Download or read book Birds and Climate Change written by James W. Pearce-Higgins and published by Cambridge University Press. This book was released on 2014-06-12 with total page 481 pages. Available in PDF, EPUB and Kindle. Book excerpt: From the red grouse to the Ethiopian bush-crow, bird populations around the world can provide us with vital insights into the effects of climate change on species and ecosystems. They are among the best studied and monitored of organisms, yet many are already under threat of extinction as a result of habitat loss, overexploitation and pollution. Providing a single source of information for students, scientists, practitioners and policy-makers, this book begins with a critical review of the existing impacts of climate change on birds, including changes in the timing of migration and breeding and effects on bird populations around the world. The second part considers how conservationists can assess potential future impacts, quantifying how extinction risk is linked to the magnitude of global change and synthesising the evidence in support of likely conservation responses. The final chapters assess the threats posed by efforts to reduce the magnitude of climate change.

Bird Population Responses to Projected Effects of Climate Change in Nevada

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ISBN 13 :
Total Pages : 38 pages
Book Rating : 4.:/5 (859 download)

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Book Synopsis Bird Population Responses to Projected Effects of Climate Change in Nevada by : Great Basin Bird Observatory

Download or read book Bird Population Responses to Projected Effects of Climate Change in Nevada written by Great Basin Bird Observatory and published by . This book was released on 2012 with total page 38 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Winged Sentinels

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Publisher : Cambridge University Press
ISBN 13 : 1139503804
Total Pages : 273 pages
Book Rating : 4.1/5 (395 download)

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Book Synopsis Winged Sentinels by : Janice Wormworth

Download or read book Winged Sentinels written by Janice Wormworth and published by Cambridge University Press. This book was released on 2011-07-04 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: 'The ability of the birds to show us the consequences of our own actions is among their most important and least appreciated attributes. Despite the free advice of the birds, we do not pay attention', said Marjory Stoneman Douglas in 1947. From ice-dependent penguins of Antarctica to songbirds that migrate across the Sahara, birds' responses provide early warning signs of the impact of climate change. Winged Sentinels: Birds and Climate Change uses colourful examples to show how particular groups of birds face heightened threats from climate change and to explore how we can help birds adapt in a warming world. Generously illustrated with colour photographs, the book is a fascinating insight into what climate change means for birds, and the potential consequences of ignoring these warning signs.

The Impact of Weather on the Behavior and Ecology of Birds

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Publisher : Frontiers Media SA
ISBN 13 : 2889718697
Total Pages : 227 pages
Book Rating : 4.8/5 (897 download)

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Book Synopsis The Impact of Weather on the Behavior and Ecology of Birds by : Stuart Peter Sharp

Download or read book The Impact of Weather on the Behavior and Ecology of Birds written by Stuart Peter Sharp and published by Frontiers Media SA. This book was released on 2021-12-29 with total page 227 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Avian Conservation in the Prairie Pothole Region, Northern Great Plains: Understanding the Links Between Climate, Ecosystem Processes, Wetland Management, and Bird Communities

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ISBN 13 :
Total Pages : 4 pages
Book Rating : 4.:/5 (921 download)

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Book Synopsis Avian Conservation in the Prairie Pothole Region, Northern Great Plains: Understanding the Links Between Climate, Ecosystem Processes, Wetland Management, and Bird Communities by :

Download or read book Avian Conservation in the Prairie Pothole Region, Northern Great Plains: Understanding the Links Between Climate, Ecosystem Processes, Wetland Management, and Bird Communities written by and published by . This book was released on 2011 with total page 4 pages. Available in PDF, EPUB and Kindle. Book excerpt: Historically, the Prairie Pothole Region (PPR) of North America was characterized by myriad semi-permanent, seasonal, and temporary wetlands interspersed among rivers in a context of prairie uplands. These wetlands have supported millions of en route and breeding wetland-dependent birds. Today, expanses of the PPR landscape are dominated by intensive agriculture, and many of the remaining habitats have been impacted by altered water regimes, increasing sedimentation, and changes in plant communities. Climate change is likely to cause further alterations by shifting the seasonal availability and distribution of water and vegetation communities. Climate change will also affect the phenology (annual recurrence of phenomena) of vegetation green-up, seed production, and insect emergence. In concert, these changes could alter the capacity of PPR habitats to support waterbirds. Consequently, natural-resource managers and conservation planners in the PPR have an immediate need for effective tools that can evaluate the effects these changes would have on wetland-dependent bird communities. To that end, a team of U.S. Geological Survey (USGS) scientists and cooperators with expertise in the sciences of climate, hydrology, and ecology has convened to address the potential impacts of climate change on wetland-dependent bird species in the PPR. This team is developing a set of products, including: (1) a synthesis of current knowledge on the interrelationships of climate, wetlands condition, and bird communities; and (2) data on historical and future projections of climate (these projections will be formatted for use in standard mapping software). We will develop models to: (1) forecast effects and biological outcomes of climate change on water quality and quantity in wetlands and riverine ecosystems of the PPR; (2) elucidate relationships between climate, streamflow, water management, and wetland plants; and (3) understand and forecast bird responses to changing habitat conditio

Birds and Berries: Projecting the Responses of Seed Dispersal Networks to Climate Change

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Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (119 download)

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Book Synopsis Birds and Berries: Projecting the Responses of Seed Dispersal Networks to Climate Change by : Manette E. Sandor

Download or read book Birds and Berries: Projecting the Responses of Seed Dispersal Networks to Climate Change written by Manette E. Sandor and published by . This book was released on 2018 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Climate change has caused species range shifts, with more predicted in coming decades. Range shifts could result in secondary threats such as spatial mismatch with mutualist partners and movement out of protected areas. We found that due to range shifts, shrub species richness will be lost at higher elevations, and species turnover will peak at middle elevations. Areas of bird species turnover will only partially overlap with areas of shrub species turnover, which could result in broken interactions between partners. Our projections suggest that climate change will result in clear winners and losers with some species gaining and others losing extent within a large protected area. Our findings add to growing evidence that currently protected species lose protection as they shift their ranges with changing climate. The species-area relationship is a foundational idea in ecology and conservation biology which has been used to predict the number of species lost with habitat destruction and climate change. We extend it to biotic interactions. We present theory for how interactions scale with space and provide mathematical relationships with the species-area curve. Our interactions-area curve accounts for connectance, a measure of interactions per species within a network. We find that the interactions-area curve from an empirical seed dispersal network fits our theoretical equation. Habitat loss can result in species loss from a mutualist network, causing additional species to become secondarily disconnected from the network. The number of disconnected species from habitat loss is poorly known. We simulated a null model network with random species loss according to the species-area relationship, and enumerated the disconnected species, varying both the number of species within the network and connectance. Our network simulations show more species detached at lower connectivity and with greater disparity in the species richness of the two mutualist groups. Our empirical example also displayed a wide range of outcomes: 0-5 species/10 km2 of simulated habitat loss. As available habitat is lost to land use conversion and climate change, community level repercussions are greater than predicted by simple species loss, but there is uncertainty in how severe these repercussions will be, from minimal to catastrophic.

A Landscape-scale Assessment of the Response of Birds to Land Cover, Climate, and Forest Management

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Publisher :
ISBN 13 :
Total Pages : 149 pages
Book Rating : 4.:/5 (973 download)

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Book Synopsis A Landscape-scale Assessment of the Response of Birds to Land Cover, Climate, and Forest Management by : Jaymi J. LeBrun

Download or read book A Landscape-scale Assessment of the Response of Birds to Land Cover, Climate, and Forest Management written by Jaymi J. LeBrun and published by . This book was released on 2015 with total page 149 pages. Available in PDF, EPUB and Kindle. Book excerpt: Climate change has the potential to significantly increase temperatures across the globe as well as alter regional climates. Within the central United States, projections call for warm, wet winters and hot, dry summers. These climate shifts in the Midwest to more southerly conditions have the potential to substantially change vegetation and reshape both plant and animal distributions. To mitigate these potential changes, scientists have suggested management strategies focused on forest resilience, response or adaptation to change, and carbon sequestration. My objectives were to: 1) determine the current impacts of land cover and regional climate conditions on five focal bird species in the Midwestern United States, and 2) use these current relationships to assess the direct and indirect effects of future climate and management on the relative abundance of these five bird species (i.e., prairie warbler, blue-winged warbler, northern bobwhite, pine warbler, and worm-eating warbler) within the Ozark Highlands of southern Missouri. I used a Bayesian hierarchical framework to estimate current abundance across a latitudinal gradient. I then coupled the Bayesian hierarchical model with a landscape simulation model (LANDIS PRO) to predict relative abundance 100 years into the future. I used landscape simulation models developed for a range of future climates (current climate conditions, PCM-B1, GFDL-A1fi, and Hadley-A1fi) under several forest management strategies designed to mitigate climate change (response/adaptation, resilience, and carbon sequestration) to make my avian abundance predictions. I found forest and canopy cover were the primary drivers of current species abundance, however, temperature was influential for early successional species. In addition, the most significant climate related effect was for the northern bobwhite with higher abundances under warmer winters. In the next 100 years, I predict land cover to change very little due to climate; however, management should change land cover with the most significant changes occurring for coniferous forest and contagion. I found, for most species, management has a greater impact on future avian abundance than climate, however, species currently exhibiting direct effects of climate showed compounded effects associated with management. Only one species exhibited any indirect effects associated with climate (i.e., northern bobwhite), and increased mean abundance by 10% under current management and the Hadley GCM, coinciding with a 2% decrease in contagion. In addition, I predict prairie warblers to decrease in abundance once temperatures reach 36°C by the end of the century. Birds experience species-specific response to both land cover and climate. It is important to be cognizant of the type of changes predicted to occur across the landscape as well as the actual drivers of abundance. Management activities focused on increasing forest cover will play an important role in mitigating effects of future climate by providing habitat refugia to species vulnerable to projected changes while maximizing carbon sequestration.

Assessing Long-term Dynamics of Bird Distributions in Relation to Climate Change

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Publisher :
ISBN 13 :
Total Pages : 76 pages
Book Rating : 4.:/5 (318 download)

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Book Synopsis Assessing Long-term Dynamics of Bird Distributions in Relation to Climate Change by : Peter N. Epanchin

Download or read book Assessing Long-term Dynamics of Bird Distributions in Relation to Climate Change written by Peter N. Epanchin and published by . This book was released on 2014 with total page 76 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Winged Sentinels

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Publisher :
ISBN 13 : 9781107222762
Total Pages : 262 pages
Book Rating : 4.2/5 (227 download)

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Book Synopsis Winged Sentinels by : Janice Wormworth

Download or read book Winged Sentinels written by Janice Wormworth and published by . This book was released on 2011 with total page 262 pages. Available in PDF, EPUB and Kindle. Book excerpt: 'The ability of the birds to show us the consequences of our own actions is among their most important and least appreciated attributes. Despite the free advice of the birds, we do not pay attention', said Marjory Stoneman Douglas in 1947. From ice-dependent penguins of Antarctica to songbirds that migrate across the Sahara, birds' responses provide early warning signs of the impact of climate change. Winged Sentinels: Birds and Climate Change uses colourful examples to show how particular groups of birds face heightened threats from climate change and to explore how we can help birds adapt in a warming world. Generously illustrated with colour photographs, the book is a fascinating insight into what climate change means for birds, and the potential consequences of ignoring these warning signs.

Winged Sentinels

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Publisher :
ISBN 13 : 9781139201506
Total Pages : 262 pages
Book Rating : 4.2/5 (15 download)

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Book Synopsis Winged Sentinels by : Janice Wormworth

Download or read book Winged Sentinels written by Janice Wormworth and published by . This book was released on 2011 with total page 262 pages. Available in PDF, EPUB and Kindle. Book excerpt: 'The ability of the birds to show us the consequences of our own actions is among their most important and least appreciated attributes. Despite the free advice of the birds, we do not pay attention', said Marjory Stoneman Douglas in 1947. From ice-dependent penguins of Antarctica to songbirds that migrate across the Sahara, birds' responses provide early warning signs of the impact of climate change. Winged Sentinels: Birds and Climate Change uses colourful examples to show how particular groups of birds face heightened threats from climate change and to explore how we can help birds adapt in a warming world. Generously illustrated with colour photographs, the book is a fascinating insight into what climate change means for birds, and the potential consequences of ignoring these warning signs.

Winged Sentinels

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Publisher :
ISBN 13 : 9781139205108
Total Pages : 262 pages
Book Rating : 4.2/5 (51 download)

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Book Synopsis Winged Sentinels by : Janice Wormworth

Download or read book Winged Sentinels written by Janice Wormworth and published by . This book was released on 2011 with total page 262 pages. Available in PDF, EPUB and Kindle. Book excerpt: 'The ability of the birds to show us the consequences of our own actions is among their most important and least appreciated attributes. Despite the free advice of the birds, we do not pay attention', said Marjory Stoneman Douglas in 1947. From ice-dependent penguins of Antarctica to songbirds that migrate across the Sahara, birds' responses provide early warning signs of the impact of climate change. Winged Sentinels: Birds and Climate Change uses colourful examples to show how particular groups of birds face heightened threats from climate change and to explore how we can help birds adapt in a warming world. Generously illustrated with colour photographs, the book is a fascinating insight into what climate change means for birds, and the potential consequences of ignoring these warning signs.

The Messengers

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ISBN 13 : 9780946888979
Total Pages : pages
Book Rating : 4.8/5 (889 download)

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Book Synopsis The Messengers by :

Download or read book The Messengers written by and published by . This book was released on 2015 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

A Framework for the Scientific Assessment of Potential Project Impacts on Birds

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Publisher :
ISBN 13 : 9781100153056
Total Pages : 61 pages
Book Rating : 4.1/5 (53 download)

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Book Synopsis A Framework for the Scientific Assessment of Potential Project Impacts on Birds by : Alan Reginald Hanson

Download or read book A Framework for the Scientific Assessment of Potential Project Impacts on Birds written by Alan Reginald Hanson and published by . This book was released on 2009 with total page 61 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Effects of Weather and Projected Impacts of Climate Change on Adult and Juvenile Survival in a Song Sparrow (Melospiza Melodia) Population

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ISBN 13 : 9781267656728
Total Pages : pages
Book Rating : 4.6/5 (567 download)

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Book Synopsis Effects of Weather and Projected Impacts of Climate Change on Adult and Juvenile Survival in a Song Sparrow (Melospiza Melodia) Population by : Kristen Elizabeth Dybala

Download or read book Effects of Weather and Projected Impacts of Climate Change on Adult and Juvenile Survival in a Song Sparrow (Melospiza Melodia) Population written by Kristen Elizabeth Dybala and published by . This book was released on 2012 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Climate change research has been largely focused on projecting changes in species' distributions, which have included projections of dramatic shifts and contractions in species' ranges. These projections suggest that many local populations will decline as species' range limits retreat, but they reveal little about the processes that may produce these declines and range shifts. A better understanding of these processes, and of the effects of climate change on local populations, may be obtained by projecting the changes in local demographic rates in response to climate change. I collaborated with biologists from PRBO Conservation Science to examine in detail the effects of weather and project the impacts of climate change on adult and juvenile survival rates in a Song Sparrow (Melospiza melodia) population at the Palomarin Field Station in central coastal California. In chapter 1, my co-authors and I examined multiple hypotheses for the direct and indirect effects of weather on adult and juvenile survival rates using a mark-recapture data set spanning 1979-2010. We found that a direct effect of winter weather had a strong effect on adult survival, while an indirect effect of prior winter weather had a strong effect on juvenile survival. As a result, in response to climate change, we projected a significant increase in mean adult survival and a smaller decline in mean juvenile survival. Our results underscore the importance of considering both direct and indirect effects of climate change, as well as the potential for mismatches in the responses of different life stages to changes in environmental conditions. This theme of mismatches in the responses of different life stages to environmental conditions was echoed in chapter 2, in which my co-authors and I examined differences in the survival of dependent and independent juveniles. We found that prior winter precipitation had a strong positive effect on the survival of independent juveniles, consistent with an influence on food availability and the results of chapter 1, but had little effect on the survival of dependent fledglings, who benefited from the foraging skills of their parents. The effect of prior winter precipitation on independent juveniles also contributed more to the total variation in juvenile survival than any other variable we considered. We concluded that the survival of independent juveniles is a major driver of annual variation in juvenile survival, and that identifying the effects of weather on the survival of independent juveniles will be essential to understanding and projecting responses to climate change. Although the survival of dependent fledglings is less sensitive to environmental conditions than independent fledglings, survival was lowest during this stage, forming a critical bottleneck in the population dynamics. In chapter 3, I examined individual factors influencing survival during the dependent, post-fledging stage. I conducted a 3-year radio-telemetry study on the post-fledging survival of juvenile Song Sparrows, and used this data to examine two hypotheses for the mechanism behind the often-reported relationship between nestling body condition and post-fledging survival: (1) the frequently-proposed body fat hypothesis, in which nestlings that are relatively heavy for their size have more body fat and are more able to cope with temporary food shortages; and (2) the mobility hypothesis, in which relatively heavy nestlings have heavier, more developed muscles and are more mobile at fledging, making them better able to escape predation. I found little support for the body fat hypothesis, and strong support for the effect of fledgling mobility on post-fledging survival. However, nestling body condition was not related to fledgling mobility. I concluded that because body condition scores may integrate the varying effects of multiple underlying factors, identifying effect of body condition on post-fledging survival may not be as informative as directly assessing the effects of functional traits, such as mobility, and that variation in fledgling development has a strong influence on post-fledging survival. This detailed investigation of the sources of variation in survival provided insights into the ecological differences between adults and juveniles, and between dependent and independent juveniles. Understanding which life stages are most affected by which individual and environmental factors is essential to developing effective conservation plans, including climate change adaptation plans. For example, although this Song Sparrow population overall may respond positively to climate change, this approach will be useful in other populations for identifying the demographic process(es) that will be adversely affected by climate change, and the mechanisms that may be responsible, such as the effect of drier conditions on food availability and the subsequent survival of independent juveniles. This information can in turn help prioritize future research and indicate management actions that may be effective in slowing or mitigating the effects of climate change for a population of concern.