2020 ESA Annual Meeting (August 3 - 6)

PS 48 - Big Data in Ecology: Methods and Tools

Mapping of protected areas within the R packages
Milena D. Lakicevic, Faculty of Agriculture, University of Novi Sad; Keith M. Reynolds, USDA Forest Service, Pacific Northwest Research Station
Modeling emerging pollutant concentrations from human population density
Anthony DiPippa, Kent State University; Xiaozhen Mou, Kent State University
Using CUAHSI’s data services to facilitate interdisciplinary collaboration and dissemination of aquatic sciences data
Julia Masterman, Consortium of Universities for the Advancement of Hydrologic Science, Inc.; Jerard Bales, Consortium of Universities for the Advancement of Hydrologic Science, Inc.
Applied ecological forecasting within the federal research and natural resource management communities
Jake Weltzin, US Geological Survey; John B. Bradford, U.S. Geological Survey; Jill Baron, US Geological Survey; Molly L. McCormick, U.S. Geological Survey
High resolution data analytics of meso environmental differences between tree islands and meadows of the subalpine Wasatch Plateau, Utah, USA
Sarahkate Orr, Brigham Young University; Josh Gilman, Brigham Young University; Colin Campbell, METER Group, Inc.; Richard A. Gill, Brigham Young University
Potential land surface temperature: A novel approach to studying forest regeneration failure
Robin Rank, University of Montana; Solomon Dobrowski, University of Montana; Marco Maneta, University of Montana; Leonardo Calle, Florida Atlantic University; Zachary Holden, USDA Forest Service
Survey of avian fauna in three microhabitats at Campanario Biological Station
Nora Honkomp, Kent State University; Trixie Taucher, Kent State University; Oscar J. Rocha, Kent State University
Soils Data Harmonization (SoDaH): A framework and tools for harmonizing and aggregating cross-study soil organic matter data
Stevan Earl, Arizona State University; Will R. Wieder, University of Colorado; Derek N. Pierson, Oregon State University
A hierarchical, multivariate meta-analysis approach to synthesizing global change experiments
Kiona Ogle, Northern Arizona University; Yao Liu, Oak Ridge National Laboratory; Sara Vicca, University of Antwerp; Michael Bahn, University of Innsbruck
Metabolomics of sequestered chemical defenses in lepidopteran herbivores
Abrianna Soule, University of Utah, University of Michigan
Tracking forestry‘s post-harvest carbon cycle in global supply-and-use chain
Xiaobiao Zhang, Research Center for Eco-Environmental Sciences, Chinese Acadamy of Sciences; Jiaxin Chen, Ministry of Natural Resources and Forestry, Ontario Forest Research Institute; Manfred Lenzen, The University of Sydney; Pau Brunet-Navarro, Universitat Politècnica de València; Ana Cláudia Dias, University of Aveiro; Hongqiang Yang, Nanjing Forestry University; Zhiyun Ouyang, Chinese Academy of Sciences; Shuai Shao, Shanghai University of Finance and Economics
Effects of grazing and nitrogen deposition on soil methane and nitrous oxide: A 6-year experimental evidence from typical grassland
Fujiang Hou, State Key Laboratory of Grassland Agro-ecosystems, Key Laboratory of Grassland Livestock Industry Innovation, Ministry of Agriculture and Rural Affairs, College of Pastoral Agriculture Science and Technology, Lanzhou University, Lanzhou 730020, China; Zhen Wang, Lanzhou University; Xiumin Zhang, Lanzhou University; Mengyuan Wang, Ulster University
A toolbox for the rigorous integration of remote sensing and organismal occurrence data
Richard Li, Yale University; Ajay Ranipeta, Yale University; John Wilshire, Yale University; Robert P. Guralnick, Florida Museum of Natural History; Adam M. Wilson, University at Buffalo; Walter Jetz, Yale University
How to catalog your ecological data for open access science
An Nguyen, The University of Texas at Austin; M. Gastil-Buhl, University of California, Santa Barbara; Timothy Whiteaker, The University of Texas at Austin; Li Kui, University of California, Santa Barbara; Margaret O'Brien, University of California, Santa Barbara
Museum collections of trees correspond to their field abundance, though common trees are under-collected and rare trees are over-collected
Richard Primack, Boston University; Matt Rothendler, Boston University; Nicholas J. Gotelli, University of Vermont
Annotating metadata to improve data discovery and reuse
Kristin Vanderbilt, University of New Mexico; Corinna Gries, University of Wisconsin; Margaret O'Brien, University of California, Santa Barbara
Gas analyzer inter-comparison field experiment for ensuring compatibility of the sensors in KoFlux
Minseok Kang, National Center for AgroMeteorology; Sungsik Cho, Seoul National University, National Center for AgroMeteorology; Jongho Kim, National Center for AgroMeteorology; Kyung-Ha Hong, B&P International Co. Ltd.
Plant metabarcoding as a tool for dietary composition analysis: successes and limitations
Tess Stapleton, University of Utah; Sara B. Weinstein, University of Utah; Robert Greenhalgh, University of Utah; M. Denise Dearing, University of Utah
Streamline QA/QC for observational data
Li Kui, University of California, Santa Barbara; Kristin Vanderbilt, University of New Mexico; John H. Porter, University of Virginia
Data citation: Getting credit for the data you publish!
Corinna Gries, University of Wisconsin; Kristin Vanderbilt, University of New Mexico; Margaret O'Brien, University of California, Santa Barbara; Mark S. Servilla, University of New Mexico
Calibration strategies for NEON carbon and water vapor isotope observations and cross-network patterns
Richard Fiorella, University of Utah; Jessica Guo, University of Utah; Stephen P. Good, Oregon State University; Scott T. Allen, University of Nevada Reno; William Anderegg, University of Utah; Catherine Finkenbiner, Oregon State University; Linnia R. Hawkins, Oregon State University; David Noone, University of Auckland; Christopher Still, Oregon State University; Gabriel J. Bowen, University of Utah
Use of machine learning to extract patterns from long-term monitoring data across the US
Kristen Underwood, University of Vermont; John Hanley, University of Vermont; Donna M. Rizzo, University of Vermont; Gary Sterle, University of Nevada; Adrian Harpold, University of Nevada; Thomas Adler, University of Vermont; Li Li, Pennsylvania State University; Hang Wen, Pennsylvania State University; Julia N. Perdrial, University of Vermont
A systematic review of opportunistic species occurrence data in the literature: Data sources, structure, and analysis methods
Caitlin Mandeville, Norwegian University of Science and Technology; Anders G. Finstad, Norwegian University of Science and Technology; Wouter Koch, Norwegian Biodiversity Information Centre; Erlend B. Nilsen, Norwegian Institute for Nature Research
Improving efficiency and transparency in ecological risk assessment
Richard Rice, US Environmental Protection Agency; Caroline E. Ridley, US EPA, Center for Public Health and Environmental Assessment; S. Douglas Kaylor, US Environmental Protection Agency; Jennifer L. Nichols, U.S. EPA; Jean-Jacques Dubois, US Environmental Protection Agency; Andrew J. Shapiro, U.S. EPA
Effects of sample size and network depth on a deep learning approach to species distribution modeling
Donald Benkendorf, Utah State University; Charles P. Hawkins, Utah State University
Improvements in daymet continental-scale gridded daily temperature and precipitation estimates
Michele Thornton, Oak Ridge National Laboratory; Rupesh Shrestha, Oak Ridge National Laboratory; Peter E. Thornton, Oak Ridge National Laboratory; Shih-Chieh Kao, Oak Ridge National Laboratory; Yaxing Wei, Oak Ridge National Laboratory; Bruce E. Wilson, Oak Ridge National Laboratory
Integrated monitoring to inform public land management: The BLM’s AIM program and its publicly available dataset for the western U.S.
Jennifer Courtwright, Utah State University; Scott Miller, Utah State University, Bureau of Land Management; Lindsay Reynolds, Bureau of Land Management; Emily Kachergis, United States Department of Interior; Sarah McCord, USDA-ARS Jornada Experimental Range; Joanna Lemly, Colorado State Natural Heritage Program; Nicole Cappuccio, Bureau of Land Management; Sarah Burnett, Bureau of Land Management
Whither ecological team science: Evaluating what works
Louis J. Gross, University of Tennessee; Pamela Bishop, University of Tennessee; Tyler Poppenwimer, The University of Tennessee, University of Tennessee
Automatic detection of periodic vocalizations in audio recordings
Samuel Lapp, University of Pittsburgh; Justin A. Kitzes, University of California
Comparing methods to disentangle habitat predictors for wolverines in the southern extent of their distribution
Kathleen Carroll, Montana State University; Andrew Hansen, Montana State University; Robert Inman, Montana Fish, Wildlife and Parks; Rick Lawrence, Montana State University
NEON: Forecasting carabid beetle dynamics across forest microenvironments
Anna Spiers, University of Colorado; Luis Allende, University of Colorado; Kendi Davies, University of Colorado; Maxwell B. Joseph, University of Colorado; Brett Melbourne, University of Colorado; Christa Torrens, University of Colorado; Grant Vagle, University of Colorado
Creating accessible dynamic maps of past climate-driven species distribution shifts through online web-mapping tools
Anna George, University of Wisconsin-Madison; John W. Williams, University of Wisconsin-Madison; Robert Roth, University of Wisconsin-Madison; Sydney Widell, University of Wisconsin-Madison; Simon J. Goring, University of Wisconsin-Madison; Scott S. Farley, Mapbox; Jessica L. Blois, University of California - Merced; Eric C. Grimm, Illinois State Museum; Thomas Giesecke, University of Göttingen, Utrecht University; Mamata Akella, CartoDB Inc.
Interactive long-term forecasts for the phenology and productivity of Western rangelands
Shawn D. Taylor, USDA Agricultural Research Service, Jornada Experimental Range; Dawn Browning, USDA - Agricultural Research Service
Effects of ozone on growth of sensitive herbaceous plants in California: Combining air quality data with controlled exposure experiments
Jeffrey Herrick, US Environmental Protection Agency; Sara J. Snell, University of North Carolina; S. Douglas Kaylor, US Environmental Protection Agency
Integration of state-of-the-art approaches in remote sensing, machine learning, and land surface models to evaluate global terrestrial evapotranspiration
Shufen Pan, Auburn University; Naiqing Pan, Auburn University; Hanqin Tian, Auburn University; Pierre Friedlingstein, University of Exeter; Stephen Sitch, University of Leeds; Hao Shi, Auburn University; Vivek Arora, Canadian Centre for Climate Modelling and Analysis; Vanessa Haverd, CSIRO Oceans and Atmosphere; Atul Jain, University of Illinois; Etsushi Kato, Institute of Applied Energy (IAE); Sebastian Lienert, Climate and Environmental Physics, Physics Institute, University of Bern; Danica Lombardozzi, National Center for Atmospheric Research; Julia Nabel, Max Planck Institute for Meteorology; Catherine Ottlé, LSCE-IPSL-CNRS, Orme des Merisiers; Benjamin Poulter, NASA Goddard Space Flight Center; Sönke Zaehle, Max-Planck Institute for Biogeochemistry; Steve W. Running, University of Montana
Improving species distribution models with habitat summaries extracted from remote sensing imagery with deep learning methods
Laurel Hopkins, Oregon State University; Ulises Zaragoza, Oregon State University; Rebecca Hutchinson, Oregon State University
Fusing multiple data sources for better forecasting models of forest insect outbreaks
Philippe Marchand, Université du Québec en Abitibi-Témiscamingue; Miguel Montoro Girona, Université du Québec en Abitibi-Témiscamingue; Mathieu Bouchard, Ministère des Forêts, de la Faune et des Parcs; Hubert Morin, Université du Québec à Chicoutimi
Long term data required to establish trajectories of populations in Lyme disease transmitting deer ticks (Ixodes scapularis)
Rowan Christie, Rochester Institute of Technology; Kaitlin Stack Whitney, University of Wisconsin-Madison; Christie Bahlai, Kent State University
Estimation of wood volume and hurricane damage from remotely sensed data
Andrew Whelan, The Jones Center at Ichauway; Seth Bigelow, The Jones Center at Ichauway; Jeffery B. Cannon, University of Georgia
Applying long short term memory (LSTM) to predict leaf area index
Naiqing Pan, Auburn University; Shufen Pan, Auburn University; Chen Jiang Sr., Auburn University; Hanqin Tian, Auburn University
Leveraging open-access time series data to understand flood responses in Great Plains rivers
David W. P. Manning, University of Nebraska at Omaha; Jessica R. Corman, University of Nebraska-Lincoln
Augmenting CAMELS (Catchment Attributes and Meteorology for Large-sample Studies) with atmospheric and stream water chemistry data
Gary Sterle, University of Nevada; Julia N. Perdrial, University of Vermont; Thomas Adler, University of Vermont; Kristen Underwood, University of Vermont; Donna M. Rizzo, University of Vermont; Hang Wen, Pennsylvania State University; Li Li, Penn State University; Adrian Harpold, University of Nevada
An appraisal research on the progress of international ecological modernization construction in 1990-2017
Geng Yan, Beijing Forestry University; Yang Liu, Beijing Forestry University; Yang Cheng Fan, Beijing Forestry University
See more of: Contributed Posters