Life Sciences Commons^™

Towards Mapping Biodiversity From Above: Can Fusing Lidar And Hyperspectral Remote Sensing Predict Taxonomic, Functional, And Phylogenetic Tree Diversity In Temperate Forests?, Aaron G. Kamoske, Kyla M. Dahlin, Quentin D. Read, Sydne Record, Scott C. Stark, Shawn P. Serbin, Phoebe L. Zarnetske

Biology Faculty Research and Scholarship

Aim: Rapid global change is impacting the diversity of tree species and essential ecosystem functions and services of forests. It is therefore critical to understand and predict how the diversity of tree species is spatially distributed within and among forest biomes. Satellite remote sensing platforms have been used for decades to map forest structure and function but are limited in their capacity to monitor change by their relatively coarse spatial resolution and the complexity of scales at which different dimensions of biodiversity are observed in the field. Recently, airborne remote sensing platforms making use of passive high spectral resolution (i.e., …

Standardized Neon Organismal Data For Biodiversity Research, Daijiang Li, Sydne Record, Eric R. Sokol, Matthew E. Bitters, Melissa Y. Chen, Y. Anny Chung, Matthew R. Helmus, Ruvi Jaimes, Lara Jansen, Marta A. Jarzyna, Michael G. Just, Jalene M. Lamontagne, Brett A. Melbourne, Wynne Moss, Kari E. A. Norman, Stephanie M. Parker, Natalie Robinson, Bijan Seyednasrollah, Colin Smith, Sarah Spaulding, Thilina D. Surasinghe, Sarah K. Thomsen, Phoebe L. Zarnetske

Biology Faculty Research and Scholarship

Understanding patterns and drivers of species distribution and abundance, and thus biodiversity, is a core goal of ecology. Despite advances in recent decades, research into these patterns and processes is currently limited by a lack of standardized, high-quality, empirical data that span large spatial scales and long time periods. The NEON fills this gap by providing freely available observational data that are generated during robust and consistent organismal sampling of several sentinel taxonomic groups within 81 sites distributed across the United States and will be collected for at least 30 years. The breadth and scope of these data provide a …

Modular Organization Of Engulfment Receptors And Proximal Signaling Networks: Avenues To Reprogram Phagocytosis, Emily A. Britt, Vanessa Gitau, Amara Saha, Adam Williamson

Biology Faculty Research and Scholarship

Transmembrane protein engulfment receptors expressed on the surface of phagocytes engage ligands on apoptotic cells and debris to initiate a sequence of events culminating in material internalization and immunologically beneficial outcomes. Engulfment receptors are modular, comprised of functionally independent extracellular ligation domains and cytosolic signaling motifs. Cognate kinases, adaptors, and phosphatases regulate engulfment by controlling the degree of receptor activation in phagocyte plasma membranes, thus acting as receptor-proximal signaling modules. Here, we review recent efforts to reprogram phagocytes using modular synthetic receptors composed of antibody-based extracellular domains fused to engulfment receptor signaling domains. To aid the development of new phagocyte …

Modular Organization Of Engulfment Receptors And Proximal Signaling Networks: Avenues To Reprogram Phagocytosis, Emily A. Britt, Vanessa Gitau, Amara Saha, Adam Williamson

Biology Faculty Research and Scholarship

Transmembrane protein engulfment receptors expressed on the surface of phagocytes engage ligands on apoptotic cells and debris to initiate a sequence of events culminating in material internalization and immunologically beneficial outcomes. Engulfment receptors are modular, comprised of functionally independent extracellular ligation domains and cytosolic signaling motifs. Cognate kinases, adaptors, and phosphatases regulate engulfment by controlling the degree of receptor activation in phagocyte plasma membranes, thus acting as receptor-proximal signaling modules. Here, we review recent efforts to reprogram phagocytes using modular synthetic receptors composed of antibody-based extracellular domains fused to engulfment receptor signaling domains. To aid the development of new phagocyte …

Novel Insights To Be Gained From Applying Metacommunity Theory To Long-Term, Spatially Replicated Biodiversity Data, Sydne Record, Nicole M. Voelker, Phoebe L. Zarnetske, Nathan I. Wisnoski, Jonathan D. Tonkin, Christopher Swan, Luca Marazzi, Nina Lany, Thomas Lamy, Ado Compagnoni, Max C. N. Castorani, Riley Andrade, Eric R. Sokol

Biology Faculty Research and Scholarship

Global loss of biodiversity and its associated ecosystem services is occurring at an alarming rate and is predicted to accelerate in the future. Metacommunity theory provides a framework to investigate multi-scale processes that drive change in biodiversity across space and time. Short-term ecological studies across space have progressed our understanding of biodiversity through a metacommunity lens, however, such snapshots in time have been limited in their ability to explain which processes, at which scales, generate observed spatial patterns. Temporal dynamics of metacommunities have been understudied, and large gaps in theory and empirical data have hindered progress in our understanding of …

Environment–Host–Microbial Interactions Shape The Sarraceniapurpurea Microbiome At The Continental Scale, Zachary B. Freedman, Alicia Mcgrew, Benjamin Baiser, Mathilde Besson, Dominique Gravel, Timothée Poisot, Sydne Record, Lauren B. Trotta, Nicholas J. Gotelli

Biology Faculty Research and Scholarship

The importance of climate, habitat structure, and higher trophic levels on microbial diversity is only beginning to be understood. Here, we examined the influence of climate variables, plant morphology, and the abundance of aquatic invertebrates on the microbial biodiversity of the northern pitcher plant Sarracenia purpurea. The plant's cup‐shaped leaves fill with rainwater and support a miniature, yet full‐fledged, ecosystem with a diverse microbiome that decomposes captured prey and a small network of shredding and filter‐feeding aquatic invertebrates that feed on microbes. We characterized pitcher microbiomes of 108 plants sampled at 36 sites from Florida to Quebec. Structural equation …

Studies Of Insect Temporal Trends Must Account For The Complex Sampling Histories Inherent To Many Long-Term Monitoring Efforts, Ellen A.R. Welti, Anthony Joern, Aaron M. Ellison, David C. Lightfoot, Sydne Record, Nicholas Rodenhouse, Emily H. Stanley, Michael Kaspari

Biology Faculty Research and Scholarship

Crossley et al. (2020)¹ examine patterns of change in insect abundance and diversity across US Long-Term Ecological Research (LTER) sites, concluding “a lack of overall increase or decline”. This is notable if true, given mixed conclusions in the literature regarding the nature and ubiquity of insect declines across regions and insect taxonomic groups^2–6. The data analyzed, downloaded from and collected by US LTER sites, represent unique time series of arthropod abundances. These long-term datasets often provide critical insights, capturing both steady changes and responses to sudden unpredictable events. However, a number of the included datasets are not …

Responses Of Stomatal Features And Photosynthesis To Porewater N Enrichment And Elevated Atmospheric Co2 In Phragmites Australis, The Common Reed, Julian R. Garrison, Joshua S. Caplan, Vladimir Douhovnikoff, Thomas J. Mozdzer, Barry A. Logan

Biology Faculty Research and Scholarship

PREMISE Biological invasions increasingly threaten native biodiversity and ecosystem services. One notable example is the common reed, Phragmites australis, which aggressively invades North American salt marshes. Elevated atmospheric CO2 and nitrogen pollution enhance its growth and facilitate invasion because P. australis responds more strongly to these enrichments than do native species. We investigated how modifications to stomatal features contribute to strong photosynthetic responses to CO2 and nitrogen enrichment in P. australis by evaluating stomatal shifts under experimental conditions and relating them to maximal stomatal conductance (g(wmax)) and photosynthetic rates.

METHODS Plants were grown in situ in open-top chambers under ambient …

A Test Of Species Distribution Model Transferability Across Environmental And Geographic Space For 108 Western North American Tree Species, Noah D. Charney, Sydne Record, Beth E. Gerstner, Cory Merow, Phoebe L. Zarnetske, Brian J. Enquist

Biology Faculty Research and Scholarship

Predictions from species distribution models (SDMs) are commonly used in support of environmental decision-making to explore potential impacts of climate change on biodiversity. However, because future climates are likely to differ from current climates, there has been ongoing interest in understanding the ability of SDMs to predict species responses under novel conditions (i.e., model transferability). Here, we explore the spatial and environmental limits to extrapolation in SDMs using forest inventory data from 11 model algorithms for 108 tree species across the western United States. Algorithms performed well in predicting occurrence for plots that occurred in the same geographic region in …

Broadening The Ecological Mindset, Ellison M. Aaron, Audrey A. Barker Plotkin, Manisha V. Patel, Sydne Record

Biology Faculty Research and Scholarship

Over the past three decades, the Harvard Forest Summer Research Program in Ecology (HF-SRPE) has been at the forefront of expanding the ecological tent for minoritized or otherwise marginalized students. By broadening the definition of ecology to include fields such as data science, software engineering, and remote sensing, we attract a broader range of students, including those who may not prioritize field experiences or who may feel unsafe working in rural or urban field sites. We also work towards a more resilient society in which minoritized or marginalized students can work safely, in part by building teams of students and …

The Geodiv R Package: Tools For Calculating Gradient Surface Metrics, Annie C. Smith, Kyla M. Dahlin, Sydne Record, Jennifer K. Costanza, Adam M. Wilson, Phoebe L. Zarnetske

Biology Faculty Research and Scholarship

The geodiv r package calculates gradient surface metrics from imagery and other gridded datasets to provide continuous measures of landscape heterogeneity for landscape pattern analysis. geodiv is the first open-source, command line toolbox for calculating many gradient surface metrics and easily integrates parallel computing for applications with large images or rasters (e.g. remotely sensed data). All functions may be applied either globally to derive a single metric for an entire image or locally to create a texture image over moving windows of a user-defined extent. We present a comprehensive description of the functions available through geodiv. A supplemental vignette provides …

Addressing Bias In Faculty Retention, Sparkle L. Malone, Sydne Record

Biology Faculty Research and Scholarship

The field of ecology in the United States is not fully harnessing the diverse perspectives of the American population. Two major limitations to advancing diversity and inclusion include insufficient awareness of biased attitudes and the lack of large-scale faculty engagement in diversity and inclusion programs. Academic institutions must recognize and value individuals that participate in diversity and inclusion programs. Valuing this work will motivate all ecologists to accept the responsibility for these efforts and not simply assume that the few minorities in their field can do this work.

Ecocomdp: A Flexible Data Design Pattern For Ecological Community Survey Data, Margaret O'Brien, Colin A. Smith, Eric R. Sokol, Corinna Gries, Nina Lany, Sydne Record, Max C. N. Castorani

Biology Faculty Research and Scholarship

The idea of harmonizing data is not new. Decades of amassing data in databases according to community standards - both locally and globally - have been more successful for some research domains than others. It is particularly difficult to harmonize data across studies where sampling protocols vary greatly and complex environmental conditions need to be understood to apply analytical methods correctly. However, a body of longterm ecological community observations is increasingly becoming publicly available and has been used in important studies. Here, we discuss an approach to preparing harmonized community survey data by an environmental data repository, in collaboration with …

Scalability And Performance Tradeoffs In Quantifying Relationships Between Elevation And Tidal Wetland Plant Communities, James R. Holmquist, Lisa Schile-Beers, Kevin Buffington, Meng Lu, Thomas J. Mozdzer, Jefferson Riera, Donald E. Weller, Meghan Williams, J Patrick Megonigal

Biology Faculty Research and Scholarship

Elevation is a major driver of plant ecology and sediment dynamics in tidal wetlands, so accurate and precise spatial data are essential for assessing wetland vulnerability to sea-level rise and making forecasts. We performed survey-grade elevation and vegetation surveys of the Global Change Research Wetland, a brackish microtidal wetland in the Chesapeake Bay estuary, Maryland (USA), to both intercompare unbiased digital elevation model (DEM) creation techniques and to describe niche partitioning of several common tidal wetland plant species. We identified a tradeoff between scalability and performance in creating unbiased DEMs, with more data-intensive methods such as kriging performing better than …

Exploring Microbiome Functional Dynamics Through Space And Time With Trait-Based Theory, Leonora S. Bittleston, Zachary B. Freedman, Jessica R. Bernardin, Jacob J. Grothjan, Erica B. Young, Sydne Record, Benjamin Baiser, Sarah M. Gray

Biology Faculty Research and Scholarship

Microbiomes play essential roles in the health and function of animal and plant hosts and drive nutrient cycling across ecosystems. Integrating novel trait-based approaches with ecological theory can facilitate the prediction of microbial functional traits important for ecosystem functioning and health. In particular, the yield-acquisition-stress (Y-A-S) framework considers dominant microbial life history strategies across gradients of resource availability and stress. However, microbiomes are dynamic, and spatial and temporal shifts in taxonomic and trait composition can affect ecosystem functions. We posit that extending the Y-A-S framework to microbiomes during succession and across biogeographic gradients can lead to generalizable rules for how …

The Dual Nature Of Metacommunity Variability, Thomas Lamy, Nathan I. Wisnoski, Riley Andrade, Max C. N. Castorani, Aldo Compagnoni, Nina Lany, Luca Marazzi, Sydne Record, Christopher M. Swan, Jonathan D. Tonkin, Nicole Voelker, Shaopeng Wang, Phoebe L. Zarnetske, Eric R. Sokol

Biology Faculty Research and Scholarship

There is increasing interest in measuring ecological stability to understand how communities and ecosystems respond to broad-scale global changes. One of the most common approaches is to quantify the variation through time in community or ecosystem aggregate attributes (e.g. total biomass), referred to as aggregate variability. It is now widely recognized that aggregate variability represents only one aspect of communities and ecosystems, and compositional variability, the changes in the relative frequency of species in an assemblage, is equally important. Recent contributions have also begun to explore ecological stability at regional spatial scales, where interconnected local communities form metacommunities, a key …

Harnessing The Neon Data Revolution To Advance Open Environmental Science With A Diverse And Data-Capable Community, R. Chelsea Nagy, Jennifer K. Balch, Erin K. Bissell, Megan E. Cattau, Nancy F. Glenn, Benjamin S. Halpern, Nayani Ilangakoon, Brian Johnson, Maxwell B. Joseph, Sergio Marconi, Catherine O'Riordan, Sydne Record

Biology Faculty Research and Scholarship

It is a critical time to reflect on the National Ecological Observatory Network (NEON) science to date as well as envision what research can be done right now with NEON (and other) data and what training is needed to enable a diverse user community. NEON became fully operational in May 2019 and has pivoted from planning and construction to operation and maintenance. In this overview, the history of and foundational thinking around NEON are discussed. A framework of open science is described with a discussion of how NEON can be situated as part of a larger data constellation—across existing networks …

Loss Of Foundation Species Revisited: Conceptual Framework With Lessons Learned From Eastern Hemlock And Whitebark Pine, Allyson L. Degrassi, Steven Brantley, Carrie R. Levine, Jacqueline Mohan, Sydne Record, Diana F. Tomback, Aaron M. Ellison

Biology Faculty Research and Scholarship

Ecologists and conservation biologists often prioritize the study of species that are declining, threatened, or endangered over species that are abundant and ecologically important, such as foundation species (FS ). Because entire ecosystems and their biodiversity depend on FS , we argue that they have high conservation priority. A citation analysis reveals that FS are studied, but often are characterized ambiguously. More effort is needed to identify FS before they, and the ecosystems they define, are at risk of decline or loss. We suggest a new conceptual framework that includes: informed identification of FS in ecosystems; documentation of ecosystem services …

Seedling Survival Declines With Increasing Conspecific Density In A Common Temperate Tree, Fiona V. Jevon, Sydne Record, John Grady, Ashley K. Lang, David A. Orwig, Matthew P. Ayres, Jaclyn H. Matthes

Biology Faculty Research and Scholarship

Feedbacks between plants and their soil microbial communities often drive negative density dependence in rare, tropical tree species, but their importance to common, temperate trees remains unclear. Additionally, whether negative density dependence is driven by natural enemies (e.g., soil pathogens) or by high densities of seedlings has rarely been assessed. Density dependence may also depend on seedling size, as smaller and/or younger seedlings may be more susceptible to mortality agents. We monitored seedlings of Quercus rubra, a common, canopy‐dominant temperate tree, to investigate how the density of neighboring adults and seedlings influenced their survival over two years. We assessed …

Synergies Among Environmental Science Research And Monitoring Networks: A Research Agenda, J. A. Jones, P. M. Groffman, J. Blair, F. W. Davis, H. Dugan, E. E. Euskirchen, S. D. Frey, T. K. Harms, E. Hinckley, M. Kosmala, S. Loberg, S. Malone, Sydne Record, A. V. Rocha, B. L. Ruddell, E. H. Stanley, C. Sturtevant, A. Thorpe, T. White., W. R. Wieder, L. Zhai, K. Zhu

Biology Faculty Research and Scholarship

Many research and monitoring networks in recent decades have provided publicly available data documenting environmental and ecological change, but little is known about the status of efforts to synthesize this information across networks. We convened a working group to assess ongoing and potential cross-network synthesis research and outline opportunities and challenges for the future, focusing on the US-based research network (the US Long-Term Ecological Research network, LTER) and monitoring network (the National Ecological Observatory Network, NEON). LTER-NEON cross-network research synergies arise from the potentials for LTER measurements, experiments, models, and observational studies to provide context and mechanisms for interpreting NEON …

Plant Species Determine Tidal Wetland Methane Response To Sea Level Rise, Peter Mueller, Thomas J. Mozdzer, J. Adam Langley, Lillian R. Aoki, Genevieve L. Noyce, J. Patrick Megonigal

Biology Faculty Research and Scholarship

Blue carbon (C) ecosystems are among the most effective C sinks of the biosphere, but methane (CH4) emissions can offset their climate cooling effect. Drivers of CH4 emissions from blue C ecosystems and effects of global change are poorly understood. Here we test for the effects of sea level rise (SLR) and its interactions with elevated atmospheric CO2, eutrophication, and plant community composition on CH4 emissions from an estuarine tidal wetland. Changes in CH4 emissions with SLR are primarily mediated by shifts in plant community composition and associated plant traits that determine both the direction and magnitude of SLR effects …

Identifying Foundation Species In North American Forests Using Long‐Term Data On Ant Assemblage Structure, Sydne Record, Tempest Mccabe, Benjamin Baiser, Aaron M. Ellison

Biology Faculty Research and Scholarship

Foundation species are locally abundant and uniquely control associated biodiversity, whereas dominant species are locally abundant but are thought to be replaceable in ecological systems. It is important to distinguish foundation from dominant species to direct conservation efforts. Long‐term studies that remove abundant species while measuring community dynamics have the potential to (1) aid in the identification of foundation vs. dominant species and, (2) once a foundation species is identified, determine how long its effects persist within a community after its loss. Long‐term data on ant assemblages within two canopy‐manipulation experiments—the Harvard Forest Hemlock Removal Experiment (HF‐HeRE) and the Black …

Global-Change Effects On Early-Stage Decomposition Processes In Tidal Wetlands – Implications From A Global Survey Using Standardized Litter, Peter Mueller, Lisa M. Schile-Beers, Thomas J. Mozdzer, Gail L. Chmura, Thomas Dinter, Yakov Kuzyakov, Alma V. De Groot, Peter Esselink, Christian Smit, Andrea D'Alpaos, Carles Ibáñez, Magdalena Lazarus, Urs Neumeier, Beverly J. Johnson, Andrew H. Baldwin, Stephanie A, Yarwood, Diana I. Montemayor, Zaichao Yang, Jihua Wu, Kai Jensen, Stefanie Nolte

Biology Faculty Research and Scholarship

Tidal wetlands, such as tidal marshes and mangroves, are hotspots for carbon sequestration. The preservation of organic matter (OM) is a critical process by which tidal wetlands exert influence over the global carbon cycle and at the same time gain elevation to keep pace with sea-level rise (SLR). The present study assessed the effects of temperature and relative sea level on the decomposition rate and stabilization of OM in tidal wetlands worldwide, utilizing commercially available standardized litter. While effects on decomposition rate per se were minor, we show strong negative effects of temperature and relative sea level on stabilization, as …

Does Scale Matter? A Systematic Review Of Incorporating Biological Realism When Predicting Changes In Species Distributions, Sydne Record, Angela Strecker, Mao-Ning Tuanmu, Phoebe Zarnetske, Jonathan Belmaker, Beth Gerstner

Biology Faculty Research and Scholarship

Background

There is ample evidence that biotic factors, such as biotic interactions and dispersal capacity, can affect species distributions and influence species’ responses to climate change. However, little is known about how these factors affect predictions from species distribution models (SDMs) with respect to spatial grain and extent of the models.

Objectives

Understanding how spatial scale influences the effects of biological processes in SDMs is important because SDMs are one of the primary tools used by conservation biologists to assess biodiversity impacts of climate change.

Data sources and study eligibility criteria

We systematically reviewed SDM studies published from 2003–2015 using …

Asymmetric Dna Methylation Of Cpg Dyads Is A Feature Of Secondary Dmrs Associated With The Dlk1/Gtl2 Imprinting Cluster In Mouse, Megan Guntrum, Ekaterina Vlasova, Tamara L. Davis

Biology Faculty Research and Scholarship

Background: Differential DNA methylation plays a critical role in the regulation of imprinted genes. The differentially methylated state of the imprinting control region is inherited via the gametes at fertilization, and is stably maintained in somatic cells throughout development, influencing the expression of genes across the imprinting cluster. In contrast, DNA methylation patterns are more labile at secondary differentially methylated regions which are established at imprinted loci during post-implantation development. To investigate the nature of these more variably methylated secondary differentially methylated regions, we adopted a hairpin linker bisulfite mutagenesis approach to examine CpG dyad methylation at differentially methylated regions …

Seedling Survival Responses To Conspecific Density, Soil Nutrients, And Irradiance Vary With Age In A Tropical Forest, Sydne Record, Richard K. Kobe, Corine F. Vriesendorp, Andrew O. Finley

Biology Faculty Research and Scholarship

Predicting long-term trends in forest growth requires accurate characterisation of how the relationship between forest productivity and climatic stress varies across climatic regimes. Using a network of over two million tree-ring observations spanning North America and a space-for-time substitution methodology, we forecast climate impacts on future forest growth. We explored differing scenarios of increased water-use efficiency (WUE) due to CO2-fertilisation, which we simulated as increased effective precipitation. In our forecasts: (1) climate change negatively impacted forest growth rates in the interior west and positively impacted forest growth along the western, southeastern and northeastern coasts; (2) shifting climate sensitivities offset positive …

Graduate Students Navigating Social-Ecological Research: Insights From The Long-Term Ecological Research Network, Sydne Record, Paige Ferguson, Elise Benveniste, Rose Graves, Vera Pfeiffer, Michele Romolini, Christie Yorke, Ben Beardmore

Biology Faculty Research and Scholarship

Interdisciplinary, collaborative research capable of capturing the feedbacks between biophysical and social systems can improve the capacity for sustainable environmental decision making. Networks of researchers provide unique opportunities to foster social-ecological inquiry. Although insights into interdisciplinary research have been discussed elsewhere, they rarely address the role of networks and often come from the perspectives of more senior scientists. We have provided graduate student perspectives on interdisciplinary degree paths from within the Long-Term Ecological Research (LTER) Network. Focusing on data from a survey of graduate students in the LTER Network and four self-identified successful graduate student research experiences, we examined the …

Novel And Lost Forests In The Upper Midwestern United States, From New Estimates Of Settlement-Era Composition, Stem Density, And Biomass, Simon J. Goring, David J. Mladenoff, Charles V. Cogbill, Sydne Record, Christopher J. Paciorek, Stephen T. Jackson, Michael C. Dietze, Andria Dawson, Jaclyn Hatala Matthes, Jason S. Mclachlan, John W. William

Biology Faculty Research and Scholarship

Background

EuroAmerican land-use and its legacies have transformed forest structure and composition across the United States (US). More accurate reconstructions of historical states are critical to understanding the processes governing past, current, and future forest dynamics. Here we present new gridded (8x8km) reconstructions of pre-settlement (1800s) forest composition and structure from the upper Midwestern US (Minnesota, Wisconsin, and most of Michigan), using 19th Century Public Land Survey System (PLSS), with estimates of relative composition, above-ground biomass, stem density, and basal area for 28 tree types. This mapping is more robust than past efforts, using spatially varying correction factors to accommodate …

Speeding Up Ecological And Evolutionary Computations In R; Essentials Of High Performance Computing For Biologists, Marco D. Visser, Sean M. Mcmahon, Cory Merow, Philip M. Dixon, Sydne Record, Eelke Jongejans

Biology Faculty Research and Scholarship

Computation has become a critical component of research in biology. A risk has emerged that computational and programming challenges may limit research scope, depth, and quality. We review various solutions to common computational efficiency problems in ecological and evolutionary research. Our review pulls together material that is currently scattered across many sources and emphasizes those techniques that are especially effective for typical ecological and environmental problems. We demonstrate how straightforward it can be to write efficient code and implement techniques such as profiling or parallel computing. We supply a newly developed R package (aprof) that helps to identify computational bottlenecks …

Belowground Advantages In Construction Cost Facilitate A Cryptic Plant Invasion, Joshua Caplan

Biology Faculty Research and Scholarship

The energetic cost of plant organ construction is a functional trait that is useful for understanding carbon investment during growth (e.g. the resource acquisition vs. tissue longevity tradeoff), as well as in response to global change factors like elevated CO2 and N. Despite the enormous importance of roots and rhizomes in acquiring soil re- sources and responding to global change, construction costs have been studied almost exclusively in leaves. We sought to determine how construction costs of aboveground and belowground organs differed between native and introduced lineages of a geographically widely dispersed wetland plant species (Phragmites australis) under varying levels …