NORTH PACIFIC RESEARCH BOARD SEMIANNUAL PROGRESS REPORT

Size: px
Start display at page:

Download "NORTH PACIFIC RESEARCH BOARD SEMIANNUAL PROGRESS REPORT"

Transcription

1 1. PROJECT INFORMATION NPRB Project Number: 1303 Title: Assessing benthic meiofaunal community structure in the Alaskan Arctic: A high-throughput DNA sequencing approach Subaward period July 1, 2013 Jun 30, 2016 Amount of funding $255,400 Report period Jan 1 June 30, 2014 Report submission date 7 July 2014 Lead Author of Report* Sarah Hardy *Although there may be only one lead author of the report, all PIs and co-pis of the project, as identified in the approved statement of work and listed below, are responsible for the content of the Semiannual Progress report in terms of completeness and accuracy. Principal Investigator(s), Co-Principal Investigators and Recipient Organization(s): PI Sarah Hardy, University of Alaska, Fairbanks ([email protected]) Co-PI Holly Bik, University of California, Davis ([email protected]) Co-PI Arny Blanchard, University of Alaska, Fairbanks ([email protected]) 2. PROJECT OVERVIEW a. Briefly (4-5 sentences) describe both the research purpose and the underlying need for this research. Rapid change is occurring in the Arctic marine environment concurrently with increased human activity, particularly in the form of petroleum resource exploration and development activities. We cannot adequately assess the effects of disturbance impacts from these activities on marine communities without baseline data on the abundance, distribution, and structure of key faunal assemblages. We are conducting the first such surveys for benthic meiofaunal invertebrates in and around the Chukchi and Beaufort lease sale areas using rapid, cost-effective high-throughput DNA sequencing approaches. Despite their importance to monitoring efforts, sediment meiofaunal communities are notoriously difficult to characterize because they lack obvious morphological features used to identify species, and are timeconsuming to work with due to their extremely small size (< 1 mm). Our DNA-based approach provides an alternative to the standard labor-intensive microscopy techniques for assessing community structure and diversity of meiofaunal communities in Arctic sediments. July

2 b. State your hypothesis(es). H 1 : Metagenomic analysis provides a more accurate assessment of meiofaunal community structure than traditional morphological approaches to species identification. H 2 : Environmental characteristics such as grain size and organic matter content govern meiofaunal community structure in the Chukchi and Beaufort Seas. c. List the objective(s) of the research project, exactly as described in your approved Statement of Work. 1. Generate 96 high-quality preparations of environmental DNA from sediment samples collected in the Northeast Chukchi Sea lease sale area, and along transects from 50 to 1000 m depth in both the Alaskan and Canadian portions of the Beaufort Sea shelf and slope. 2. Generate morphological identifications and associated reference gene sequences (full-length 18S ribosomal RNA gene sequences) for a subset of specimens representing the most abundant meiofaunal taxa (with an emphasis on nematodes). 3. Provide baseline surveys of taxonomic diversity, community structure, and relative species abundances for meiofaunal assemblages at our study locations in the Beaufort and Chukchi Seas for use in future monitoring efforts. 4. Compare information on assemblage structure derived from shotgun metagenomic data, environmental 18S rrna amplicon sequencing, and morphological taxonomic approaches to determine whether methods yield similar inferences regarding species richness and taxonomic composition. 5. Evaluate potential environmental drivers of meiofaunal community structure (e.g., sediment organic content, grain size, water mass characteristics). d. Provide a table showing the timeline and milestones for the entire project Tasks J A S O N D J F M A M J Environmental DNA isolation, PCR Microscopy, preserved samples Generation of 18S sequences Progress report Tasks J A 2014 S O N D J F 2015 M A M J Data assembly and analysis Additional sequencing work Manuscript preparation AMSS presentation Progress report Tasks J A S O N D J F M A M J Data QC and submission Manuscript preparation Outreach activities AMSS presentation Final report July

3 3. PROGRESS SUMMARY a. Describe report period progress. Graduate student Alexis Walker began work on the project in Jan 2014, and completed her first semester in the MS program with As in all classes. Alexis has also identified two prospective committee members and begun drafting her thesis proposal. Major progress was made in generation of environmental DNA preparations and sequencing. A total of 60 high-quality preparations of environmental DNA were generated and sequenced (parallel DNA extractions representing raw sediment and meiofauna fractions from 30 sites in both the Chukchi and Beaufort Seas). The resulting sequence datasets were subsequently generated using the Illumina MiSeq and HiSeq platforms: 18S rrna amplicons from all 30 sites, 16S rrna amplicons from all 30 sites, and shotgun metagenomes from a subset of 15 sites (representing both raw sediment and extracted meiofauna fractions). This effort involved sieving bulk sediment samples to concentrate meiofaunal organisms, DNA extraction, amplification (for 18S samples), and submission for sequencing. Data has now been received for all sequencing runs: two Illumina MiSeq runs (18S and 16S rrna amplicons) and one Illumina HiSeq run (metagenome dataset). Raw sequence data has been downloaded and checked for quality. We are now conducting preliminary data analysis in the QIIME pipeline ( beginning with OTU clustering, taxonomic assignments for environmental sequences, and alpha/beta diversity analyses to compare species assemblages between sites. Additional samples will be collected in August 2014, and processing and sequencing of those samples is planned for spring (Objective 1, 3, 4, and 5) Formalin-preserved samples (in addition to those processed during the last reporting period) from the Chukchi and Beaufort Seas were processed and sorted to examine morphology-based community structure. Samples were submitted to a nematode taxonomist (Jo Sharma) for morphological identifications. (Objectives 3 and 4). Additional environmental data (pigment concentrations, lipid content) for Beaufort Sea samples was also generated during this reporting period as part of a separate project (PI Hardy), and is now available for use here (Objective 5). We are currently exploring methods for generating the 18S reference sequences for vouchered meiofaunal specimens, but have not begun this work yet. We are working to identify suitable material that can be used for this work, and how best to coordinate with taxonomic experts to provide good morphological identifications for reference specimens prior to sequencing. (Objective 2) b. Describe preliminary results. Analysis of sequence data is still in the very early stages, and Co-PI Bik is working with graduate student Alexis Walker as she gains experience with computational biology tools and command line software such as QIIME. We have carried out preliminary OTU clustering and identified some taxa from the environmental 18S rrna dataset. In addition, nematodes from a subset of the Chukchi Sea samples have been identified by a taxonomic expert and will be used in analysis of community structure. c. Describe any concerns you may have about your project s progress. No problems were encountered during the reporting period. July

4 d. Poster and oral presentations at scientific conferences or seminars A poster was presented at the Alaska Marine Science Symposium in Jan 2014: SM Hardy, HM Bik, AM Walker, Assessing benthic meiofaunal community structure in the Alaskan Arctic: A high-throughput DNA sequencing approach e. Education and outreach We contracted a curriculum developer to work with us in developing an educational activity related to the project, and substantial progress has been made on this task. We have developed a series of five activities/lessons that can be used as a unit or, with the exception of the final assessment activity, can be used independently. The activities are written for multiple levels beginning with middle school (grades 7-8). Additional materials and lesson planning are included to provide a more detailed understanding of the concepts, making the unit useful both for high-level learners in middle school, and general level learners in high school biology (grades 9-10). This format provides science teachers in grades 7-10 the ability to engage in differentiated instruction within their classroom to meet the individual needs of their students. The overall goals for all students in grades 7-10 are to understand and be able to explain: The importance of soil and sediment microbes and the role they play in ecosystems What DNA is, and how it is being used to identify species The importance of gathering identification/baseline data regarding all species in an ecosystem in order to understand ecosystem change The lesson activity sequence is as follows: 1. Students collect their own sediment or soil locally, look for and try to identify the main groups of macro and microscopic organisms present. (Guiding question: What are microbes?) 2. Students attempt to identify the flaw in a marine food web that does not contain decomposers. (Guiding question: Why are microbes important?) 3. Students determine that DNA can be used to identify species, and extract DNA that is visible to the naked eye from an onion. (Guiding question: What is DNA?) 4. Students will learn basic methods of DNA sequencing, and will use an online database to identify an unknown organisms based on its DNA sequences. (Guiding question: How is DNA used to identify species?) 5. The final assessment activity, if students have engaged in the whole lesson sequence, is to write the introduction to a project proposal from the perspective of a research scientist. This written assessment needs to cover what (in general) microbial research they are going to conduct, why it is important to gain information this topic, and what techniques they are going to use in their research. A middle school and a high school teacher have both agreed to test these activities during the fall 2014 semester. 4. PROGRESS STATUS We have made good progress toward our objectives during this reporting period. Analysis of all samples currently in hand is well underway, and data analysis is beginning according to schedule. We will collect July

5 additional samples in the Beaufort Sea this summer and will process them in the lab in preparation for DNA extraction and additional sequencing runs. By the end of the next reporting period (i.e., in the next 6 months), we should have all supporting environmental data in hand, and will have made significant progress analyzing the 16S/18S rrna amplicons and metagenome data currently in hand, as well as completed morphological identifications on nematodes from all samples designated for this purpose. Data analysis should be at the stage of testing H 1 (addressing Objective 4) in time for preparation of a presentation for AMSS The outreach activity should also be near completion, having been tested in two pilot classrooms this fall. We would thus be able to make final modifications and post materials online in spring July

An introduction to bioinformatic tools for population genomic and metagenetic data analysis, 2.5 higher education credits Third Cycle

An introduction to bioinformatic tools for population genomic and metagenetic data analysis, 2.5 higher education credits Third Cycle An introduction to bioinformatic tools for population genomic and metagenetic data analysis, 2.5 higher education credits Third Cycle Faculty of Science; Department of Marine Sciences The Swedish Royal

More information

G E N OM I C S S E RV I C ES

G E N OM I C S S E RV I C ES GENOMICS SERVICES THE NEW YORK GENOME CENTER NYGC is an independent non-profit implementing advanced genomic research to improve diagnosis and treatment of serious diseases. capabilities. N E X T- G E

More information

Master of Science in Forensics

Master of Science in Forensics Master of Science in Forensics The Master of Science in Forensics provides students with an intensive and holistic criminalistics experience through a combination of didactic and practical educational

More information

Accelerate genomic breakthroughs in microbiology. Gain deeper insights with powerful bioinformatic tools.

Accelerate genomic breakthroughs in microbiology. Gain deeper insights with powerful bioinformatic tools. Accelerate genomic breakthroughs in microbiology. Gain deeper insights with powerful bioinformatic tools. Empowering microbial genomics. Extensive methods. Expansive possibilities. In microbiome studies

More information

MiSeq: Imaging and Base Calling

MiSeq: Imaging and Base Calling MiSeq: Imaging and Page Welcome Navigation Presenter Introduction MiSeq Sequencing Workflow Narration Welcome to MiSeq: Imaging and. This course takes 35 minutes to complete. Click Next to continue. Please

More information

Microbial Oceanomics using High-Throughput DNA Sequencing

Microbial Oceanomics using High-Throughput DNA Sequencing Microbial Oceanomics using High-Throughput DNA Sequencing Ramiro Logares Institute of Marine Sciences, CSIC, Barcelona 9th RES Users'Conference 23 September 2015 Importance of microbes in the sunlit ocean

More information

Metagenomic and metatranscriptomic analysis

Metagenomic and metatranscriptomic analysis Metagenomic and metatranscriptomic analysis Marcelo Falsarella Carazzolle [email protected] Laboratório de Genômica e Expressão (LGE) Unicamp METAGENOMIC Jo Handelsman (1998) University of Wisconsin-EUA)

More information

"49 39' 49 38.7' E 49 39.0' E 37 46.7' S 37 47.1' S.

49 39' 49 38.7' E 49 39.0' E 37 46.7' S 37 47.1' S. Appendix Template for Submission of Scientific Information to Describe Ecologically or Biologically Significant Marine Areas Note: Please DO NOT embed tables, graphs, figures, photos, or other artwork

More information

A Correlation of Environmental Science Your World, Your Turn 2011

A Correlation of Environmental Science Your World, Your Turn 2011 A Correlation of Your World, Your Turn 2011 To Ohio s New Learning Standards for Science, 2011, High School Science Inquiry and Application Course Content INTRODUCTION This document demonstrates how Pearson,

More information

Master of Science in Agricultural Education Graduate Handbook

Master of Science in Agricultural Education Graduate Handbook Master of Science in Agricultural Graduate Handbook The Master of Science in Agricultural Course requirements for the Master s Degree: 0 units This master s degree is offered entirely online and partners

More information

Modulhandbuch / Program Catalog. Master s degree Evolution, Ecology and Systematics. (Master of Science, M.Sc.)

Modulhandbuch / Program Catalog. Master s degree Evolution, Ecology and Systematics. (Master of Science, M.Sc.) Modulhandbuch / Program Catalog Master s degree Evolution, Ecology and Systematics (Master of Science, M.Sc.) (120 ECTS points) Based on the Examination Regulations from March 28, 2012 88/434/---/M0/H/2012

More information

Cloud Computing for Scientific Research

Cloud Computing for Scientific Research Cloud Computing for Scientific Research The NIH Nephele Project for Microbiome Analysis On behalf of: Yentram Huyen, Ph.D., Chief Nick Weber, Scientific Computing Project Manager Bioinformatics and Computational

More information

MARY DOHERTY 1111 Holland Avenue Cambridge, MD 21613 Telephone: 413-887-8896 e-mail: [email protected]

MARY DOHERTY 1111 Holland Avenue Cambridge, MD 21613 Telephone: 413-887-8896 e-mail: mdoherty@umces.edu MARY DOHERTY 1111 Holland Avenue Cambridge, MD 21613 Telephone: 413-887-8896 e-mail: [email protected] PROFESSIONAL PREPARATION Postdoctoral: University of Maryland Center for Environmental Sciences Advisor:

More information

University of Wisconsin Madison General Information about the Reading Teacher and Reading Specialist Licenses

University of Wisconsin Madison General Information about the Reading Teacher and Reading Specialist Licenses University of Wisconsin Madison General Information about the Reading Teacher and Reading Specialist Licenses Program Coordinator: Professor Dawnene Hassett Literacy Area, Department of Curriculum & Instruction

More information

Introduction to protection goals, ecosystem services and roles of risk management and risk assessment. Lorraine Maltby

Introduction to protection goals, ecosystem services and roles of risk management and risk assessment. Lorraine Maltby Introduction to protection goals, ecosystem services and roles of risk management and risk assessment. Lorraine Maltby Problem formulation Risk assessment Risk management Robust and efficient environmental

More information

PreciseTM Whitepaper

PreciseTM Whitepaper Precise TM Whitepaper Introduction LIMITATIONS OF EXISTING RNA-SEQ METHODS Correctly designed gene expression studies require large numbers of samples, accurate results and low analysis costs. Analysis

More information

Requirements for a Graduate Degree (M.S. or Ph.D.) in Oceanography at the University of Maine

Requirements for a Graduate Degree (M.S. or Ph.D.) in Oceanography at the University of Maine Requirements for a Graduate Degree (M.S. or Ph.D.) in Oceanography at the University of Maine Mission Statement The University of Maine's Oceanography Program creates and communicates integrated understanding

More information

A data management framework for the Fungal Tree of Life

A data management framework for the Fungal Tree of Life Web Accessible Sequence Analysis for Biological Inference A data management framework for the Fungal Tree of Life Kauff F, Cox CJ, Lutzoni F. 2007. WASABI: An automated sequence processing system for multi-gene

More information

Environmental Science/ Environmental Geology M. S.

Environmental Science/ Environmental Geology M. S. Environmental Science/ Environmental Geology M. S. Program Learning Goals Obtain advanced knowledge in geoscience and environmental science Upon graduation: have acquired advanced knowledge in earth sciences,

More information

Molecular Biology And Biotechnology

Molecular Biology And Biotechnology in Molecular Biology And Biotechnology National Institute of Molecular Biology and Biotechnology College of Science University of the Philippines Diliman, Quezon City 1101 National Institute of Molecular

More information

University of Glasgow - Programme Structure Summary C1G5-5100 MSc Bioinformatics, Polyomics and Systems Biology

University of Glasgow - Programme Structure Summary C1G5-5100 MSc Bioinformatics, Polyomics and Systems Biology University of Glasgow - Programme Structure Summary C1G5-5100 MSc Bioinformatics, Polyomics and Systems Biology Programme Structure - the MSc outcome will require 180 credits total (full-time only) - 60

More information

MPA Baseline Program. Annual Progress Report

MPA Baseline Program. Annual Progress Report MPA Baseline Program Annual Progress Report Principal Investigators please use this form to submit your MPA Baseline Program project annual report, including an update on activities completed over the

More information

Call for Proposals: Small Grants for Research Using PSID Data. RELEASE DATE: January 2015 DEADLINE: March 2, 2015

Call for Proposals: Small Grants for Research Using PSID Data. RELEASE DATE: January 2015 DEADLINE: March 2, 2015 Call for Proposals: Small Grants for Research Using PSID Data RELEASE DATE: January 2015 DEADLINE: March 2, 2015 Purpose The Panel Study of Income Dynamics (PSID), with support from the National Institute

More information

Graduate Handbook EDUCATIONAL PSYCHOLOGY

Graduate Handbook EDUCATIONAL PSYCHOLOGY Graduate Handbook EDUCATIONAL PSYCHOLOGY IFCE /Simpson Hall Phone 505-277-4535 MSC05 3040 Fax 505-277-8361 1 University of New Mexico E-Mail [email protected] Albuquerque, NM 87131-1246 Program Website: http://coe.unm.edu/departments/ifce/educational-psychology.html

More information

Diablo Valley College Catalog 2014-2015

Diablo Valley College Catalog 2014-2015 Biological science BIOSC Diablo Valley College is approved by the California Board of Registered Nurses for continuing education credits. Biological Science courses which can be used are BIOSC-119, 120,

More information

Services. Updated 05/31/2016

Services. Updated 05/31/2016 Updated 05/31/2016 Services 1. Whole exome sequencing... 2 2. Whole Genome Sequencing (WGS)... 3 3. 16S rrna sequencing... 4 4. Customized gene panels... 5 5. RNA-Seq... 6 6. qpcr... 7 7. HLA typing...

More information

FY04 ANNUAL ACCOMPLISHMENTS/ FY05 WORK PLAN SFAN Inventory and Monitoring Program

FY04 ANNUAL ACCOMPLISHMENTS/ FY05 WORK PLAN SFAN Inventory and Monitoring Program FY04 ANNUAL ACCOMPLISHMENTS/ FY05 WORK PLAN SFAN Inventory and Monitoring Program I. Overview and Objectives The San Francisco Bay Area Network (SFAN) includes eight parks with significant natural resources

More information

Department of Bioinformatics and Computational Biology College of Science Student Handbook

Department of Bioinformatics and Computational Biology College of Science Student Handbook Department of Bioinformatics and Computational Biology College of Science Student Handbook Introduction This handbook describes policies and procedures for the Certificate, M.S., and Ph.D. Bioinformatics

More information

MoBEDAC -- Integrated data and analysis for the indoor and built environment. Folker Meyer Argonne National Laboratory GSC 13 Shenzhen, China

MoBEDAC -- Integrated data and analysis for the indoor and built environment. Folker Meyer Argonne National Laboratory GSC 13 Shenzhen, China MoBEDAC -- Integrated data and analysis for the indoor and built environment Folker Meyer Argonne National Laboratory GSC 13 Shenzhen, China NGS is causing paradigm shift Environmental clone libraries

More information

How To Track Animals Via Their Dna

How To Track Animals Via Their Dna No place left to hide Tracking animals via their DNA Arjen de Groot Animal Ecology, Alterra Wageningen UR Kennisnetwerk Milieu, 27 september2013 Contents 1. Making the invisible visible 2. Genetic approaches

More information

A Correlation of Miller & Levine Biology 2014

A Correlation of Miller & Levine Biology 2014 A Correlation of Miller & Levine Biology To Ohio s New Learning Standards for Science, 2011 Biology, High School Science Inquiry and Application Course Content A Correlation of, to Introduction This document

More information

Bioruptor NGS: Unbiased DNA shearing for Next-Generation Sequencing

Bioruptor NGS: Unbiased DNA shearing for Next-Generation Sequencing STGAAC STGAACT GTGCACT GTGAACT STGAAC STGAACT GTGCACT GTGAACT STGAAC STGAAC GTGCAC GTGAAC Wouter Coppieters Head of the genomics core facility GIGA center, University of Liège Bioruptor NGS: Unbiased DNA

More information

INTERNET RESOURCES for MATH AND SCIENCE EDUCATORS

INTERNET RESOURCES for MATH AND SCIENCE EDUCATORS INTERNET RESOURCES for MATH AND SCIENCE EDUCATORS (1) Bookmarks for Science and Math Resources on the Web: Develop a set of web bookmarks for sites that are useful to you in the teaching your specialization

More information

Biotechnical Engineering (BE) Course Description

Biotechnical Engineering (BE) Course Description Biotechnical Engineering (BE) Course Description The major focus of the Biotechnical Engineering TM (BE) course is to expose students to the diverse fields of biotechnology including biomedical engineering,

More information

Department of Chemical Engineering University of Virginia GRADUATE PROGRAMS HANDBOOK

Department of Chemical Engineering University of Virginia GRADUATE PROGRAMS HANDBOOK Department of Chemical Engineering University of Virginia GRADUATE PROGRAMS HANDBOOK August 2014 Table of Contents How to Succeed in Your Graduate Education 2 Overview of Graduate Programs. 4 Master s

More information

Teacher Work Sample (TWS) Special Education. Westminster College

Teacher Work Sample (TWS) Special Education. Westminster College 1 Teacher Work Sample (TWS) Special Education Westminster College Revised Spring 2015 RESEARCH ON CONTEXT A. Interview and Summary B. Learning about the Context (CIA) C. Connections Research on Context

More information

ANNOUNCEMENT OF FEDERAL FUNDING OPPORTUNITY EXECUTIVE SUMMARY

ANNOUNCEMENT OF FEDERAL FUNDING OPPORTUNITY EXECUTIVE SUMMARY ANNOUNCEMENT OF FEDERAL FUNDING OPPORTUNITY EXECUTIVE SUMMARY Federal Agency Name(s): Oceanic and Atmospheric Research (OAR), National Oceanic and Atmospheric Administration (NOAA), Department of Commerce

More information

MPA Baseline Program. Annual Progress Report. North Coast Region

MPA Baseline Program. Annual Progress Report. North Coast Region MPA Baseline Program Annual Progress Report Principal Investigators - please use this form to submit your MPA Baseline Program project annual report, including an update on activities completed over the

More information

University of Connecticut Department of Allied Health Sciences

University of Connecticut Department of Allied Health Sciences GRADUATE STUDENT REQUIREMENTS FOR THE MASTER S DEGREE IN HEALTH PROMOTION SCIENCES The Graduate Program in Health Promotion Sciences prepares students with education and training in diverse health related

More information

A Primer of Genome Science THIRD

A Primer of Genome Science THIRD A Primer of Genome Science THIRD EDITION GREG GIBSON-SPENCER V. MUSE North Carolina State University Sinauer Associates, Inc. Publishers Sunderland, Massachusetts USA Contents Preface xi 1 Genome Projects:

More information

Offshore development benefits. www.shell.us/alaska

Offshore development benefits. www.shell.us/alaska 8 C H A P T E R E i g h t: Offshore development benefits www.shell.us/alaska Barrow, Alaska The Ripples of Offshore Development Benefits Energy production has done much for Alaskans previously, and by

More information

Tulane University. Graduate Program in. Student Handbook

Tulane University. Graduate Program in. Student Handbook Tulane University Graduate Program in Student Handbook Contents Earth and Environmental Sciences Graduate Program Procedures for Graduate Study 3 Admission Requirements 3 Financial Support 3 Categories

More information

Introductory Biotechnology for High School Teachers - UNC-Wilmington

Introductory Biotechnology for High School Teachers - UNC-Wilmington Workshop Dates: June 20-24, 2011 Introductory Biotechnology for High School Teachers - UNC-Wilmington Participants will learn basic scientific concepts and techniques in biotechnology, as well as how to

More information

RECALLING Paragraph b of Article 13 of the Convention on the Protection of the Marine Environment of the Baltic Sea Area, 1974 (Helsinki Convention),

RECALLING Paragraph b of Article 13 of the Convention on the Protection of the Marine Environment of the Baltic Sea Area, 1974 (Helsinki Convention), CONVENTION ON THE PROTECTION OF THE MARINE ENVIRONMENT OF THE BALTIC SEA AREA HELSINKI COMMISSION - Baltic Marine HELCOM 19/98 Environment Protection Commission 15/1 Annex 3 19th Meeting Helsinki, 23-27

More information

Standards: Human activity has consequences on living organisms and ecosystems. (94412, 94211 )

Standards: Human activity has consequences on living organisms and ecosystems. (94412, 94211 ) Minnehaha Creek Restoration Project A Place- Based Environmental Water Study Course: 9 th grade Biology Adapted from Kent Piccott, Minneapolis Public Schools Background: This study was designed with the

More information

Would You Like a Sample?

Would You Like a Sample? Arctic Ocean Exploration Would You Like a Sample? FOCUS Submarine Brine channels GRADE LEVEL 7-8 FOCUS QUESTION How well do biological samples represent the actual biological communities from which they

More information

Geology. Administered by the Department of Physical Sciences within the College of Arts and Sciences.

Geology. Administered by the Department of Physical Sciences within the College of Arts and Sciences. Geology Administered by the Department of Physical Sciences within the College of Arts and Sciences. The Bachelor of Science degree in Geology prepares students for entry-level positions in Earth- Science-related

More information

Metagenomics revisits the one pathogen/one disease postulates and translate the One Health concept into action

Metagenomics revisits the one pathogen/one disease postulates and translate the One Health concept into action Les Rencontres de L INRA Metagenomics revisits the one pathogen/one disease postulates and translate the One Health concept into action E Albina (CIRAD) / S Guyomard(Institut Pasteur) Guadeloupe The era

More information

Analysis of the Effectiveness of Online Learning in a Graduate Engineering Math Course

Analysis of the Effectiveness of Online Learning in a Graduate Engineering Math Course The Journal of Interactive Online Learning Volume 1, Number 3, Winter 2003 www.ncolr.org ISSN: 1541-4914 Analysis of the Effectiveness of Online Learning in a Graduate Engineering Math Course Charles L.

More information

Ph.D. in Communication Sciences and Disorders (Audiology or Speech and Language Pathology), including a joint M.S./Ph.D.

Ph.D. in Communication Sciences and Disorders (Audiology or Speech and Language Pathology), including a joint M.S./Ph.D. Ph.D. in Communication Sciences and Disorders (Audiology or Speech and Language Pathology), including a joint M.S./Ph.D. option in SLP Introduction The Doctor of Philosophy (Ph.D.) degree in Communication

More information

Environmental Considerations of Oil & Gas Exploration & Production on Alaska s s North Slope. Presented by: Caryn Rea Sr.

Environmental Considerations of Oil & Gas Exploration & Production on Alaska s s North Slope. Presented by: Caryn Rea Sr. Environmental Considerations of Oil & Gas Exploration & Production on Alaska s s North Slope Presented by: Caryn Rea Sr. Staff Biologist Canada-US Oil and Gas Conference Nov 30 Dec 2, 2010 Presentation

More information

DOCTORAL DEGREE PROGRAM

DOCTORAL DEGREE PROGRAM DOCTORAL DEGREE PROGRAM Introduction The Department of Curriculum and Instruction offers the Doctor of Philosophy in Education degree with a Concentration in Curriculum and Instruction. This program is

More information

NGS data analysis. Bernardo J. Clavijo

NGS data analysis. Bernardo J. Clavijo NGS data analysis Bernardo J. Clavijo 1 A brief history of DNA sequencing 1953 double helix structure, Watson & Crick! 1977 rapid DNA sequencing, Sanger! 1977 first full (5k) genome bacteriophage Phi X!

More information

Vulnerability Assessment of New England Streams: Developing a Monitoring Network to Detect Climate Change Effects

Vulnerability Assessment of New England Streams: Developing a Monitoring Network to Detect Climate Change Effects Vulnerability Assessment of New England Streams: Developing a Monitoring Network to Detect Climate Change Effects National Water Quality Monitoring Council 2012 Meeting Britta Bierwagen, National Center

More information

Academic Offerings. Agriculture

Academic Offerings. Agriculture Academic Offerings This section contains descriptions of programs, majors, minors, areas of concentration, fields of specialization, and courses. Semesters following course titles indicate when each course

More information

Gray Whales on the Move

Gray Whales on the Move Gray Whales on the Move Students trace the migration route of a gray whale and discover the gray whale s natural history. Subjects Science GRADE LEVEL Grades 6 8 TIME 60 minutes OBJECTIVES Students will

More information

Delivered in an Online Format. Revised November 1, 2014. I. Perspectives

Delivered in an Online Format. Revised November 1, 2014. I. Perspectives 1 Prospectus of the Ed.D. in Curriculum and Instruction Delivered in an Online Format Revised November 1, 2014 I. Perspectives The online Doctor of Education (Ed.D.) in Curriculum is a graduate degree

More information

A Tutorial in Genetic Sequence Classification Tools and Techniques

A Tutorial in Genetic Sequence Classification Tools and Techniques A Tutorial in Genetic Sequence Classification Tools and Techniques Jake Drew Data Mining CSE 8331 Southern Methodist University [email protected] www.jakemdrew.com Sequence Characters IUPAC nucleotide

More information

Shouguo Gao Ph. D Department of Physics and Comprehensive Diabetes Center

Shouguo Gao Ph. D Department of Physics and Comprehensive Diabetes Center Computational Challenges in Storage, Analysis and Interpretation of Next-Generation Sequencing Data Shouguo Gao Ph. D Department of Physics and Comprehensive Diabetes Center Next Generation Sequencing

More information

EDUCATION: EDUCATIONAL LEADERSHIP AND SPECIAL EDUCATION (ELSE)

EDUCATION: EDUCATIONAL LEADERSHIP AND SPECIAL EDUCATION (ELSE) EDUCATION: EDUCATIONAL LEADERSHIP AND SPECIAL EDUCATION (ELSE) DEPARTMENT OFFICE Stevenson Hall 1078 (707) 664-3115 fax: (707) 664-2483 www.sonoma.edu/education ADMINISTRATIVE COORDINATOR Kathryn Teixeira

More information

Department of Wildlife, Fisheries, & Conservation Biology

Department of Wildlife, Fisheries, & Conservation Biology Department of Wildlife, Fisheries, & Conservation Biology The Department of Wildlife, Fisheries, & Conservation Biology in the College of Natural Sciences, Forestry and Agriculture offers graduate study

More information

UIC Physics Departmental Regulations for Graduate Students

UIC Physics Departmental Regulations for Graduate Students Valid as of April 16, 2014 UIC Physics Departmental Regulations for Graduate Students Physics Program Requirements Master of Science Minimum Semester Hours Required Thesis/Project/Coursework options 32

More information

CALIFORNIA OCEAN PROTECTION COUNCIL. Staff Recommendation March 11, 2011 STATEWIDE SCIENCE INTEGRATION AND MARINE PROTECTED AREA MONITORING PROGRAMS

CALIFORNIA OCEAN PROTECTION COUNCIL. Staff Recommendation March 11, 2011 STATEWIDE SCIENCE INTEGRATION AND MARINE PROTECTED AREA MONITORING PROGRAMS CALIFORNIA OCEAN PROTECTION COUNCIL Staff Recommendation March 11, 2011 STATEWIDE SCIENCE INTEGRATION AND MARINE PROTECTED AREA MONITORING PROGRAMS File No.: 08-123-02 File No.: 06-090-02 Project Managers:

More information

Guide to Graduate Degree Programs

Guide to Graduate Degree Programs Learning Design and Technology Guide to Graduate Degree Programs Educational Technology Department of Curriculum and Instruction Purdue University West Lafayette, IN 47907-2098 Phone: (765) 494-5669 Email:

More information

Tribuna Académica. Overview of Metagenomics for Marine Biodiversity Research 1. Barton E. Slatko* Metagenomics defined

Tribuna Académica. Overview of Metagenomics for Marine Biodiversity Research 1. Barton E. Slatko* Metagenomics defined Tribuna Académica 117 Overview of Metagenomics for Marine Biodiversity Research 1 Barton E. Slatko* We are in the midst of the fastest growing revolution in molecular biology, perhaps in all of life science,

More information

Micromyx. Micromyx. A Microbiology Services Company. Lab Services Research - Consulting -

Micromyx. Micromyx. A Microbiology Services Company. Lab Services Research - Consulting - A Microbiology Services Company Lab Services Research - Consulting - Regulatory Company description is a microbiology services company specializing in antiinfective discovery and development for the pharmaceutical,

More information

Department of Food and Nutrition

Department of Food and Nutrition Department of Food and Nutrition Faculties Professors Lee-Kim, Yang Cha, Ph.D. (M.I.T., 1973) Nutritional biochemistry, Antioxidant vitamins, Fatty acid metabolism, Brain development, and Hyperlipidemia

More information

Federal Arctic Policy, Management, and Research Pat Pourchot

Federal Arctic Policy, Management, and Research Pat Pourchot Federal Arctic Policy, Management, and Research Pat Pourchot Special Assistant to the Secretary of the Interior for Alaska Affairs The Federal Players Major Departments/Agencies: Department of the Interior

More information

Family and Consumer Science Department Syllabus

Family and Consumer Science Department Syllabus Family and Consumer Science Department Syllabus Course Name: Literacy and Literature for Early Childhood Course Number: FCS 2630 CRN: 26854 Meeting Days and Time: Tuesdays & Thursdays/ 2:30 3:45 Semester/Year:

More information

Global Ecology and Wildlife Conservation

Global Ecology and Wildlife Conservation Vaughan Centre for Lifelong Learning Part-Time Certificate of Higher Education in Global Ecology and Wildlife Conservation Delivered via Distance Learning FAQs What are the aims of the course? This course

More information

Teacher Education. of California mandates changes in program structure and content, which the college is required to implement.

Teacher Education. of California mandates changes in program structure and content, which the college is required to implement. Teacher Education Dr. Kurt Hild, Chairperson The Master s College is authorized to recommend candidates for both California Multiple and Single Subject Preliminary teaching credentials. The purpose of

More information

Who Cares for These Turtles? Developed by Gayle N Evans, Science Master Teacher, UFTeach, University of Florida

Who Cares for These Turtles? Developed by Gayle N Evans, Science Master Teacher, UFTeach, University of Florida Who Cares for These Turtles? Developed by Gayle N Evans, Science Master Teacher, UFTeach, University of Florida Length of Lesson: 2 or more days depending on teacher preference of activities. Intended

More information

BCMB 496: BIOCHEMISTRY/MOLECULAR BIOLOGY SENIOR RESEARCH

BCMB 496: BIOCHEMISTRY/MOLECULAR BIOLOGY SENIOR RESEARCH BCMB 496: BIOCHEMISTRY/MOLECULAR BIOLOGY SENIOR RESEARCH Course Description Biochemistry/Molecular Biology senior research is a two-semester long independent research project that culminates in the submission

More information

Bioprospecting. for. Microalgae

Bioprospecting. for. Microalgae Microalgae for Bioprospecting Dr. J. Polle Department of Biology Brooklyn College of CUNY 2900 Bedford Ave, 200NE Brooklyn, NY 11220 [email protected] http://www.dunaliella.org Presentation Outline

More information

Developmental Psychology Program Graduate Degree Requirements: Outline Revised 10/21/14 REQUIRED DEVELOPMENTAL COURSEWORK

Developmental Psychology Program Graduate Degree Requirements: Outline Revised 10/21/14 REQUIRED DEVELOPMENTAL COURSEWORK 1 Developmental Psychology Program Graduate Degree Requirements: Outline Revised 10/21/14 The doctoral program in developmental psychology is structured so that all requirements for the degree can be completed

More information