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14 Pages
aura_2006_lzh
Course: LZH 2006, Fall 2009School: Harvard
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outflow Continental and intercontinental transport of ozone pollution as determined by 3 O Lin Zhang, Daniel J. Jacob, Kevin W. TES Jennifer A. Logan, Solne -CO correlations from Bowman, Turquety, Rynda C. Hudman, Qinbin Li, Reinhard Beer, Helen M. Worden, John R. Worden, Curtis P. Rinsland, Susan S. Kulawik, Michael C. Lampel, Mark W. Shephard, Brendan M. Fisher, Annmarie Eldering, Melody A. Avery Aura...
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outflow Continental and intercontinental transport of ozone pollution as determined by
3
O Lin Zhang, Daniel J. Jacob, Kevin W. TES Jennifer A. Logan, Solne -CO correlations from Bowman,
Turquety, Rynda C. Hudman, Qinbin Li, Reinhard Beer, Helen M. Worden, John R. Worden, Curtis P. Rinsland, Susan S. Kulawik, Michael C. Lampel, Mark W. Shephard, Brendan M. Fisher, Annmarie Eldering, Melody A. Avery
Aura Science and Validation Team Meeting Sep 11, 2006
O3-CO correlation: Indicator of ozone production
Parrish et al., JGR1998
Black: observed Red: GEOS-Chem
Li et al., JGR2002 O3-CO correlations in surface and aircraft data have been used to test understanding of ozone production but the data are sparse.
TES ozone and CO observations in July 2005 at 618 hPa
Eastern US
East Asia
TES and model show positive O3-CO correlations in continental outflow suggesting ozone export from polluted regions.
Deriving ozone-CO correlations from TES data
Divide the globe into 10ox10o cells In each cell, calculate the O3-CO correlation and regression coefficients for each month. Each cell has 20-60 data points for July 2005.
Zhang et al. GRL, 2006
Global distribution of the O -CO correlation
July 2005
O3-CO correlations from TES provide an valuable test of anthropogenic influence on ozone in global models.
Effect of retrieval error
July 2005
x = xa + A ( x - xa ) + G
Apply random retrieval error to each model vertical profile
INTEX-B Mean CO and ozone vertical profiles
April 23- May 15, 2006
CO
Ozone
Black: INTEX-B measurements Red: GEOS-Chem
Transpacific observed Transport from TES
Asian Outflow
CO: R = 0.81 O3: R = 0.71 NA Inflow CO: R = 0.85 O3: R = 0.9
TES: solid Model: dash
Transpacific transport of CO pollution
Tropospheric CO column TES May 5 GEOS-Chem with TES AK GEOS-Chem
May 6
May 7
May 8
May 9
MOPITT and AIRS observations of the Asian plume
Total CO column MOPITT (AM) May 5 AIRS
May 6
May 7
May 8
May 9
Transpacific transport of ozone pollution
TES Ozone concentration at 500 hPa GEOS-Chem GEOS-Chem simulated with TES AK Asian ozone enhancement
May 5
May 6
May 7
May 8
May 9
The May 5-9 transport event measured from aircraft
C130 flight on May 8
DC8 flight on May 9
Ozone production in the transpacific plume
May 5 May 11 Simulated Asian CO Enhancement Simulated Asian Ozone Enhancement
TES observation and simulated Asian enhancement at 618 hPa
Simulated Asian CO enhancement R=0.64 Simulated Asian ozone enhancement
109
...
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Harvard - DJJ - 2004
INVERSE MODELING TECHNIQUESDaniel J. JacobGENERAL APPROACH FOR COMPLEX SYSTEM ANALYSISConstruct mathematical "forward" model describing system As function of limited # of state variables (state vector x)Use model to relate state variables to o
Harvard - DJJ - 2001
GEOS-CHEM global model of tropospheric chemistry (www-as.harvard.edu/chemistry/trop/geos) assimilated meteorological data from NASA DAO, 1988-2001 1ox1o- 4ox5o horizontal resolution, 20-48 layers in vertical used by groups at Harvard, Duke, U. Was
Harvard - DBM - 2006
Top-down constraints on emissions of biogenic trace gases from North AmericaDylan Milletwith D.J. Jacob, R.C. Hudman, S. Turquety, C. Holmes (Harvard) measurements by D. Blake, K. Chance, J. De Gouw, A. Fried, A. Goldstein, A. Guenther, B. Heikes,
Harvard - JAL - 2008
Analysis of TES and MLS tropospheric data for ozone and CO in 2005 and 2006 using the GMI and GEOS-Chem global models.Jennifer A. Logan, Ray Nassar, Inna Megretskaia, Lin Zhang, Lee Murray, and the GMI, TES, and MLS teams Harvard University NASA/Go
Harvard - KFB - 2006
Validation and interpretation of OMIFolkert Boersma, D. Jacob, R. Park, R. Hudman Harvard University H. Eskes, P. Veefkind, R. van der A, P. Levelt, E. Brinksma KNMI A. Perring, R. Cohen, T. Bertram, P. Wooldridge University of California E. Buc
Harvard - CLH - 2005
Transpacific transport of anthropogenic aerosols:Integrating ground and satellite observations with modelsColette Heald, Daniel Jacob, Rokjin Park, Becky Alexander, Duncan Fairlie, Allen Chu (GSFC), Robert YantoscaASIAAAAR, Austin, Texas Octobe
Harvard - LZH - 2005
Global Distribution of the Ozone-CO Correlation from TES and Comparison to the GEOS-CHEM ModelLin Zhang, Daniel J. Jacob, Jennifer A. Logan, Solene Turquety, Kevin Bowman (JPL), Qinbin Li (JPL), Helen Worden (JPL)AGU Fall Dec 9, 2005O3-CO correla
Harvard - DJJ - 2006
USING SATELLITES TO BETTER UNDERSTAND THE POLICY-RELEVANT BACKGROUND OF SURFACE OZONEDaniel J. Jacob, Lin Zhang, Dylan B. Millet, Paul I. Palmer (now at Leeds), Tzung-May Fu, Solene Turquety (now at CNES), Monika Kopacz Supported by NASAwith Kelly
Harvard - DJJ - 2004
INTERCONTINENTAL PM AND OZONE POLLUTION: IMPLICATIONS FOR AIR QUALITY STANDARDS Daniel J. Jacob Harvard University http:/www-as.harvard.edu/chemistry/tropNOx emissions (2000)with support from EPA (ICAP), EPRI, NOAA, NASAGEOS-CHEM GLOBAL 3-D MOD
Harvard - KFB - 2007
SCIAMACHYOMIConcurrent measurements of Folkert Boersma tropospheric NO2 from OMI and SCIAMACHYFolkert Boersma, Daniel Jacob, Henk Eskes, Rob Pinder, Jun Wang, and Ronald van der AMotivationExamine consistency between two satellite data sets E
Harvard - HQW - 2007
Transboundary influences on US background ozoneHuiqun Wang1 (hwang@cfa.harvard.edu) Philippe Le Sager2 (plesager@seas.harvard.edu) Rokjin Park3 (rjpark@snu.ac.kr) Daniel Jacob2 (djacob@fas.harvard.edu)1. Smithsonian Astrophysical Observatory 2. Har
Harvard - DJJ - 2008
BRIDGING THE SCALES IN ATMOSPHERIC CHEMISTRY: LOCAL TO GLOBAL Daniel J. Jacobwith Jenny A. Fisher, Monika Kopacz, Lin Zhang, Tzung-May Fu, Easan E. Drury, Eric M. Leibensperger, Shiliang Wu, Loretta J. Mickley, Chris D. Holmesand support from NASA
Harvard - DJJ - 2006
NEW PERSPECTIVES ON ATMOSPHERIC MERCURYDaniel J. Jacobwith Noelle E. Selin and Christopher D. Holmesand Sarah Strode and Lyatt Jaegle (U. Washington)Supported by NSF, EPARISING MERCURY IN THE BIOSPHERE3000-yr record in Swiss bogStates with
Harvard - DJJ - 2008
EFFECT OF CLIMATE CHANGE ON AIR QUALITY Daniel J. Jacobwith Loretta J. Mickley, Shiliang Wu, Eric M. Leibensperger, Moeko Yoshitomiand funding from, EPA, EPRICHEMISTRY-CLIMATE INTERACTIONSCHEMISTRY-CLIMATE INTERACTIONS FORCING EmissionsC
Harvard - DJJ - 2002
SATELLITE OBSERVATIONS OF ATMOSPHERIC CHEMISTRY Daniel J. JacobOBSERVATION BY SOLAR OCCULTATION (UV to near-IR)"satellite sunrise" Tangent point; retrieve vertical profile of concentrationsExamples: SAGE, GOMOSEARTHRecent extensions to lunar
Harvard - PIP - 2002
1016 molecules cm2GOME Dec 1996 HCHO column dataJune 1997North American Hydrocarbon Emissions Measured from SpacePaul Palmer, Daniel Jacob, Arlene Fiore, Randall Martin, Dorian Abbot, Kelly Chance, Thomas KurosuDivision of Engineering a
Harvard - MVM - 2007
Overview of the 2002 North American Plume Injection HeightsMISR PlumesMariaValMartin,JenniferA.Loganand RoseYevich HarvardUniversity Fok-YanLeungWashingtonStateUniversityThanks to David Diner, David Nelson and Yang Chen (JPL) and Ralph Kahn (
Harvard - KFB - 2007
Folkert BoersmaReducing errors in using tropospheric NO2 columns observed from spaceMain use of satellite observations: estimatingxEMEPWhat is so uncertain about emissions? emissions of NO quantities locations times trends But we can see
Harvard - SWU - 2006
Global Change and Air PollutionShiliang Wu1, Daniel J. Jacob1, Loretta J. Mickley1, David Rind2, David Streets3Background1Harvard University2NASA/GISS3Argonne National LaboratoryQuestion: How will global change affect our goals for clean a
Harvard - RAY - 2008
Ray Nassar, Jennifer Logan, Lee Murray, Lin Zhang, Inna Megretskaia Harvard University COSPAR, Montreal, 2008 July 13-19ElNioSouthernOscillation(ENSO)OceanicAtmosphericphenomenon warmphaseElNio coldphaseLaNiaNio3.4SSTanomaliesandchangesinocean
Harvard - LJM - 2003
The Human Influence on Climate: How much is known, What's in store for us?Loretta Mickley Harvard UniversityCO2 concentrations, Mauna LoaSome background: What do I do? Develop chemical models of the atmosphere Analyze measurements of chemica
Harvard - CLH - 2003
TRANSPACIFIC SATELLITE AND AIRCRAFT OBSERVATIONS OF ASIAN POLLUTIONColette L. Heald, Daniel J. Jacob, Arlene M. Fiore, Louisa Emmons, John C. Gille, Merritt N. Deeter, Juying Warner, David P. Edwards, Glen W. Sachse, Edward V. Browell, Melody A. Ave
Harvard - MAK - 2008
CONSISTENCY among MOPITT, SCIA, AIRS and TESmeasurements of CO using the GEOS-Chem model as a comparison platformMonika Kopacz, JennyFisher, Daniel Jacob, Jennifer Logan, Lin Zhang, Meghan Purdy Michael Buchwitz, Iryna Khlystova, John Burrows, (SC
Harvard - RJP - 2006
NATURAL AND TRANSBOUNDARY POLLUTION INFLUENCES ON REGIONAL VISIBILITY STATISTICS IN THE UNITED STATESRokjin Parkwith support from EPRI, NASA Dalhousie University, May 19, 2006NATIONAL PARKS AND OTHER NATURAL AREAS IN THE U.S. SUFFER SIGNIFICANT
Harvard - PIP - 2004
Using satellite observations of HCHO column to better understand natural NMVOC emission processesPaul Palmer, Dorian Abbot, May Fu, Daniel Jacob, Bill Munger, Kelly Chance, Alex Guenther, Mike Pilling, Jenny Stanton, Shelley Pressley, Brian La
Harvard - NSF - 2010
IMDS TutorialIntegrated Microarray Database System1IMDS User Interface FunctionsI. II. III. IV. V. VI. VII.Logging in to the database. Entering a new experiment. Searching for experiments. Updating an experiment. Entering new sources. Enterin
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Cultural Competency on Lesbian, Gay, Bisexual or Transgender (LGBT)Norm Kalbfleisch MD, Terri Schmidt MDAbstractThere are over 100 million patient encounters each year in emergency departments across the country. As emergency care providers, we
Harvard - C - 104310
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MS Outlook 2007 Secure IMAP Configuration Settings for Windows-based PC for HMS Local and Remote Usage OverviewHarvard Medical School (HMS) recently made some adjustments to allow students the ability of accessing their HMS student email remotely wi
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PE R S PE C TI V Eimproving health care for the lesbian and gay communitiesImproving Health Care for the Lesbian and Gay CommunitiesHarvey J. Makadon, M.D. n my 40th birthday, I made two important decisions regarding my health: I would finally s
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[HMS SUGGESTED MODEL] INDUSTRY-ACADEMIC CONSULTING AGREEMENTThis Agreement is made this _ day of _, 200_, by and between (the "Company"), a corporation organized and existing under the laws of the , and (the "Consultant"), an employee and faculty m
Harvard - ED - 21
INDUSTRY-ACADEMIC CONSULTING AGREEMENTThis Agreement is made this _ day of _, 200_, by and between (the "Company"), a corporation organized and existing under the laws of the , and (the "Consultant"), an employee and faculty member of Harvard Medic
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ESTABLISHING AN EFFECTIVE COMPLIANCE PROGRAM, COMPLIANCE RISK ASSESSMENTS, AND THE ROLE OF GENERAL COUNSEL June 25-28, 2006 PETER HARRINGTON Harvard Medical School Boston, Massachusetts and TOM SCHUMACHER University of Minnesota Minneapolis, Minnesot
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From Guidelines for Investigators in Clinical ResearchINTRODUCTION. These guidelines outline principles that should be followed at Harvard Medical School when conducting research The implementation of these guidelines rests within each of the affi
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LIST OF ACCEPTED DONATIONSbinders books calculators CD-ROMs CDs coat hangers colored paper (blank!) desk organizers discs drawer organizers/ dividers excess paper clips file stackers folders (of all descriptions) hanging folders hole p
Harvard - EAF - 914
Addendum to Consulting Agreement Between (Company) and (Consultant) Company acknowledges that Consultants primary employment responsibility is to Harvard Medical School and Harvard University (together, "HMS") and that Consultants obligations under H
Harvard - BB - 247972
List of Accepted Donationsfor Freecycling Day 4/22/08 binders books calculators CD-ROMs CDs coat hangers colored paper (blank!) desk organizers discs draw organizers/dividers excess paper clips file stackers folders (of all d
Harvard - P - 030
,OBSERVER-1,OBSERVER-2,DATE,STAND,STATION,TREE#,SPECIES,15sec,20sec,25sec,30sec,CLASS,15sec,20sec,25sec,30sec,CLASS,ACORNS ON GROUND25-Aug-99,PH,1/2,12,RO,7,8,9,11,2,8,11,15,21,2,SOME (MANY UNDEVELOPED)25-Aug-99,PH,1/3,1/3,RO,8,11,13,17,2,7,9,9,12
Harvard - P - 026
depth,Tsu,Pin,Abi,Pic,Lar,Cupae,Slx,Pop,Car,Jug,Os_Ca,Bet,Fag,Cas,Que,Ulm,Mor,Cel,Lir,Liq,Pla,Ace,Ace_r,Ace_s,Ace_n,Ace_i,Til,Nys,Fra,Cor,Myr,Aln,Rib,Rhu,Aquae,Vit,Crn,Ercae,Sam,Rha,Capae,Poaae,Zea_m,Cypae,Urt,Rum,Ch_Am,Cryae,Ran,Braae,Sax,Rosae,Crn_
Harvard - P - 048
Plot,Subplot,Type,Cover02HG1,1,rock,0HG1,1,tree stem,0HG1,1,woody debris,25HG1,2,rock,0HG1,2,tree stem,5HG1,2,woody debris,0HG1,3,rock,0HG1,3,tree stem,0HG1,3,woody debris,0HG1,4,rock,0HG1,4,tree stem,0HG1,4,woody debris,0HG1,5,rock,0HG
Harvard - P - 035
Stand,Site,N,Plot,pH,Water,PARCanopy,PARHerb,NH4,NO3Hemlock,1,0,1,4.35,0.2368,0.93,100.000,0.0000,0.1242Hemlock,1,2.5,1,4.33,0.2276,1.255,100.000,0.3895,0.2590Hemlock,1,7.5,1,4.6,0.2799,1.144,100.000,0.3492,0.5036Hemlock,1,0,2,4.18,0.3194,1.246,9
Harvard - P - 044
CODE,GENUS,SPECIES,NOTESACERPLA,Acer,platanoides,ACERRUB,Acer,rubrum,ACHIMIL,Achillea,millefolium,AGRO,Agrostis,spp.,Difficult genus; lumpedAILAALT,Ailanthus,altissima,AIRAPRA,Aira,praecox,ALETFAR,Aletris,farinosa,ALLI,Allium,spp.,ALLIVIN,Al
Harvard - P - 027
DepthAgeErrorDating(cm) (yrs bp)(yrs)Method1. Aino Pond2.02.2Pb2104.06.3Pb2106.08.7Pb2108.011.4Pb21010.015.4Pb21012.018.8Pb21014.023.5Pb21016.030.3Pb21018.037.6Pb21020.045.1Pb21022.050.1Pb21024.0
Harvard - P - 05
Plot#,Site,fern,manipulation,rm94,ro94,wa94,wp94,yb94,rm95,wa95,yb95,rmdistance,rodistance,wadistance ,wpdistance,ybdistanceDM1-1,PH3B,DEPU,1,2,0,0,0,0,0,0,3,7.9,2.0,19.0,100.0,1.5DM1-2,PH3B,DEPU,1,10,0,0,0,0,1,0,1,7.5,3.8,4.3,100.0,9.7DM1-3,PH3B,
Harvard - P - 051
Plot#,Site,fern,manipulation,rm94,ro94,wa94,wp94,yb94,rm95,wa95,yb95,rmdistance,rodistance,wadistance ,wpdistance,ybdistanceDM1-1,PH3B,DEPU,1,2,0,0,0,0,0,0,3,7.9,2.0,19.0,100.0,1.5DM1-2,PH3B,DEPU,1,10,0,0,0,0,1,0,1,7.5,3.8,4.3,100.0,9.7DM1-3,PH3B,
Harvard - P - 04
,CLEAR,CLEAR,CLEAR,CLEAR,CLEAR,CLEAR,CLEAR,CLEAR,CLEAR,CLEAR,CLEAR,OVER,OVER,OVER,OVER,OVER,OVER,OVER,OVER,OVER,OVER,OVER,COMB,COMB,COMB,COMB,COMB,COMB,COMB,COMB,COMB,COMB,COMBINEDSTAT, SITE,PLOT,PPFTOT,PPFMEAN,PPFQYR,PPFOPT,PPFINH,TAMEAN,TAINH,TS1M
Harvard - P - 049
,CLEAR,CLEAR,CLEAR,CLEAR,CLEAR,CLEAR,CLEAR,CLEAR,CLEAR,CLEAR,CLEAR,OVER,OVER,OVER,OVER,OVER,OVER,OVER,OVER,OVER,OVER,OVER,COMB,COMB,COMB,COMB,COMB,COMB,COMB,COMB,COMB,COMB,COMBINEDSTAT, SITE,PLOT,PPFTOT,PPFMEAN,PPFQYR,PPFOPT,PPFINH,TAMEAN,TAINH,TS1M
Harvard - P - 089
Site-Plot,Charcoal,Bedrock,AspectDeg,SlopeDeg,InsolMay,C:N,N%,C%,Seep,Stream,Pit/Mnd,Moisture ,TSI,Landscape,Oicm,Oecm,Oacm,Ototal,Acm,AR,BlkDnsty,CutBA,%Bedrock,%Rock,%Cwd,Tec,[H+],pH,SMPBuffer,OM%,ENR,SolSulf,EE,EE_ppm,Ca,Ca_ppm,Mg,Mg_ppm,K,K_ppm,N
Harvard - P - 089
Site-Plot,LUCode,Charcoal,Bedrock,AspectDeg,SlopeDeg,InsolMay,C:N,N%,C%,Seep,Stream,Pit/Mnd,Moisture,TSI,Landscape,Oicm,Oecm,Oacm,Ototal,Acm,AR,BulkDnsty,Cut BA,%Bedrock,%Rock,%CWD,%BareSoil,TEC,pH,H+,SMPBuffer,OM%,ENR,SolSulf,EE,EE_ppm,Ca,Ca_ppm,Mg,
Harvard - P - 07
transect,point,dpf,depth without clay,depth (probed),Woody peat(1),Shrub,Sedge/Shrub,Gyttja with macrofossils,Gyttja,Clay,T 9 N,7,0,0,T 9 ,G,32,32,0-32,T 9,F,140,140,0-140,T 9,E,93,93,0-93,T 9 S,22,0,0,T F W,23.5,0,0,T E W ,19,0,0,T 8 N,2.5,
Harvard - P - 074
transect,point,dpf,depth without clay,depth (probed),Woody peat(1),Shrub,Sedge/Shrub,Gyttja with macrofossils,Gyttja,Clay,T 9 N,7,0,0,T 9 ,G,32,32,0-32,T 9,F,140,140,0-140,T 9,E,93,93,0-93,T 9 S,22,0,0,T F W,23.5,0,0,T E W ,19,0,0,T 8 N,2.5,
Harvard - P - 04
Year:,1984,1984,1984,1984,1984,1984,1984,1984,1984,1984,1984,1984,1984,1984,1990,1990,1990,1990,1990,1990,1990,1990,1990,1990,1990,1990,1990,1990Plot:,1,2,3,4,5,6,7,8,9,10,11,12,13,14,1,2,3,4,5,6,7,8,9,10,11,12,13,14ACPE seedlings,1,many,1,4,4,many
Harvard - P - 041
Year:,1984,1984,1984,1984,1984,1984,1984,1984,1984,1984,1984,1984,1984,1984,1990,1990,1990,1990,1990,1990,1990,1990,1990,1990,1990,1990,1990,1990Plot:,1,2,3,4,5,6,7,8,9,10,11,12,13,14,1,2,3,4,5,6,7,8,9,10,11,12,13,14ACPE seedlings,1,many,1,4,4,many
Harvard - P - 015
Species list from moss study of Prospect Hill01 ANAT Anomodon attenuatus02 ANRU Andreaea rupestris03 ANSP Anacamptodon splachnoides04 ATAN Atrichum angustatum05 ATCR Atrichum crispum06 ATUN Atrichum undulatum07 AUPA Aulac
Harvard - P - 029
Depth,Cupressaceae,Picea,Abies,Larix,Pinus undifferentiated,Pinus haploxylon,Pinus diploxylon,Tsuga,Taxus,Populus,Salix,Betula,Betula - small,Betulaceae,Ostrya-Carpinus,Fraxinus total,Fraxinus undifferentiated,Fraxinus nigra,Fraxinus pennsylvanica,Fr
Harvard - P - 073
Depth,Pinus undiff,Pinus haploxylon,Pinus diploxylon,Tsuga,Hemlock Stomates,Betula,Ostrya-Carpinus,Fraxinus americana,Fraxinus undif.,Quercus,Ulmus,Acer rubrum,Carya,Fagus,Castanea,Nyssa,Ilex,Alnus rugosa,Alnus undifferentiated,Poaceae,Ambrosia,Rumex
Harvard - P - 07
Depth,Cupressaceae,Picea,Abies,Larix,Pinus undifferentiated,Pinus haploxylon,Pinus diploxylon,Tsuga,Taxus,Populus,Salix,Betula,Betula - s,Betuloid,Ostrya-Carpinus,Fraxinus nigra,Fraxinus a,Fraxinus undifferentiated,Quercus,Ulmus,Acer saccharum,Acer r
Harvard - P - 076
Depth,Cupressaceae,Picea,Abies,Larix,Pinus undifferentiated,Pinus haploxylon,Pinus diploxylon,Tsuga,Taxus,Populus,Salix,Betula,Betula - s,Betuloid,Ostrya-Carpinus,Fraxinus nigra,Fraxinus a,Fraxinus undifferentiated,Quercus,Ulmus,Acer saccharum,Acer r
Harvard - P - 028
Depth,Tanypodinae,Ablabesmyia,Clinotanypus,Guttipelopia,Labrundinia,Procladius,Orthocladiinae,Corynoneura/Thienemanniella,Cricotopus/Orthocladius,Eukiefferiella,Heterotanytarsus,Heterotrissocladius,Nanocladius,Psectrocladius,Synorthocladius,Zalutschi
Harvard - RELEASE - 0
SIN(3) BSD Programmer's Manual SIN(3)NAME sin - sine functionSYNOPSIS #include <math.h> double sin(double x); float sinf(float x);DESCRIPTION The sin() function compu