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# --------------------------------------------------------------------,,,,,, # USE OF NOAA ESRL DATA,,,,,, # ,,,,,, # These data are made freely available to the public and the,,,,,, # scientific...

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# --------------------------------------------------------------------,,,,,,
# USE OF NOAA ESRL DATA,,,,,,
# ,,,,,,
# These data are made freely available to the public and the,,,,,,
# scientific community in the belief that their wide dissemination,,,,,,
# will lead to greater understanding and new scientific insights.,,,,,,
# The availability of these data does not constitute publication,,,,,,
# of the data. NOAA relies on the ethics and integrity of the user to,,,,,,
# ensure that ESRL receives fair credit for their work. If the data ,,,,,,
"# are obtained for potential use in a publication or presentation, ",,,,,,
# ESRL should be informed at the outset of the nature of this work. ,,,,,,
"# If the ESRL data are essential to the work, or if an important ",,,,,,
"# result or conclusion depends on the ESRL data, co-authorship",,,,,,
# may be appropriate. This should be discussed at an early stage in,,,,,,
# the work. Manuscripts using the ESRL data should be sent to ESRL,,,,,,
# for review before they are submitted for publication so we can,,,,,,
# ensure that the quality and limitations of the data are accurately,,,,,,
# represented.,,,,,,
# ,,,,,,
# Contact: Ed Dlugokencky XXXXXXXXXX; XXXXXXXXXX),,,,,,
# ,,,,,,
# File Creation: Sat Oct 5 04:05:12 2019,,,,,,
# ,,,,,,
# RECIPROCITY,,,,,,
# ,,,,,,
# Use of these data implies an agreement to reciprocate.,,,,,,
# Laboratories making similar measurements agree to make their,,,,,,
# own data available to the general public and to the scientific,,,,,,
# community in an equally complete and easily accessible form.,,,,,,
"# Modelers are encouraged to make available to the community,",,,,,,
"# upon request, their own tools used in the interpretation",,,,,,
"# of the ESRL data, namely well documented model code, transport",,,,,,
"# fields, and additional information necessary for other",,,,,,
# scientists to repeat the work and to run modified versions.,,,,,,
# Model availability includes collaborative support for new,,,,,,
# users of the models.,,,,,,
# --------------------------------------------------------------------,,,,,,
# ,,,,,,
# ,,,,,,
# See www.esrl.noaa.gov/gmd/ccgg/trends_ch4/ for additional details.,,,,,,
#,,,,,,
# Uncertainties in the global monthly means are estimated using two,,,,,,
# terms: The first is a bootstrap (resampling) method that varies the,,,,,,
# sites in our network. Each pseudo-network contains the same number of,,,,,,
"# sites as our actual NOAA ESRL cooperative global air sampling network,",,,,,,
# but some are repeated and some are excluded. The second term is a,,,,,,
# Monte Carlo method that randomly modifies the data to account for,,,,,,
"# measurement uncertainty. In both cases, 100 globally-averaged time",,,,,,
# series are created. Standard deviations of the monthly means are,,,,,,
"# calculated, and the two terms (network and analytical) are taken in",,,,,,
# quadrature to give the reported uncertainties. Please see Dlugokencky,,,,,,
"# et al., 1994, JGR, vol. 99, XXXXXXXXXX, for a complete discussion.",,,,,,
"# CH4 is reported in units of dry-air mole fraction, nanomol/mol,",,,,,,
"# a
eviated, ppb.",,,,,,
#,,,,,,
"# CH4 expressed as a mole fraction in dry air, nanomol/mol, a
eviated as ppb",,,,,,
#,,,,,,
"# NOTE: In general, the data presented for the last year are subject to change,",,,,,,
"# depending on recali
ation of the reference gas mixtures used, and other quality",,,,,,
"# control procedures. Occasionally, earlier years may also change for the same",,,,,,
# reasons. Usually these changes are minor.,,,,,,
# ,,,,,,
Year,Month,Decimal year,Average CH4 (ppb),"Uncertainty,
average CH4",Trend CH4 (ppb),"Uncertainty,
trend CH4"
1983,7, XXXXXXXXXX,1625.9,2.5,1634.6,1.6
1983,8, XXXXXXXXXX,1628,3.1,1635.3,1.5
1983,9, XXXXXXXXXX,1638.4,2.5,1635.9,1.4
1983,10, XXXXXXXXXX,1644.7,1.6,1636.7,1.4
1983,11, XXXXXXXXXX,1642.6,0.7,1637.4,1.3
1983,12, XXXXXXXXXX,1639.5,0.9,1638.3,1.2
1984,1, XXXXXXXXXX,1638.6,2,1639.2,1.1
1984,2, XXXXXXXXXX,1638.8,2.2,1640.1,1
1984,3, XXXXXXXXXX,1640.8,1.7,1641,0.9
1984,4, XXXXXXXXXX,1643.7,1.8,1642.1,0.8
1984,5, XXXXXXXXXX,1642.9,1.1,1643.1,0.8
1984,6, XXXXXXXXXX,1639.6,0.9,1644.2,0.7
1984,7, XXXXXXXXXX,1637.7,1.2,1645.3,0.7
1984,8, XXXXXXXXXX,1641.3,1.6,1646.4,0.7
1984,9, XXXXXXXXXX,1650.4,1.2,1647.6,0.6
1984,10, XXXXXXXXXX,1654.4,1.3,1648.7,0.6
1984,11, XXXXXXXXXX,1653.6,1.1,1649.8,0.6
1984,12, XXXXXXXXXX,1656.1,1.3,1650.9,0.6
1985,1, XXXXXXXXXX,1655.5,1.2,1652,0.6
1985,2, XXXXXXXXXX,1652.2,1.4,1653,0.6
1985,3, XXXXXXXXXX,1654.6,0.9,1654,0.6
1985,4, XXXXXXXXXX,1658.1,0.8,1655.1,0.6
1985,5, XXXXXXXXXX,1655.8,1.3,1656.1,0.6
1985,6, XXXXXXXXXX,1650,1.3,1657.1,0.6
1985,7, XXXXXXXXXX,1646.7,1.2,1658.1,0.6
1985,8, XXXXXXXXXX,1652.1,1.3,1659.2,0.6
1985,9, XXXXXXXXXX,1662.4,1.3,1660.2,0.6
1985,10, XXXXXXXXXX,1667.4,1.2,1661.2,0.6
1985,11, XXXXXXXXXX,1666.7,1.3,1662.2,0.6
1985,12, XXXXXXXXXX,1666.1,1.1,1663.3,0.6
1986,1, XXXXXXXXXX,1666.3,1.1,1664.3,0.7
1986,2, XXXXXXXXXX,1666.9,1.8,1665.3,0.7
1986,3, XXXXXXXXXX,1669.3,1.6,1666.3,0.7
1986,4, XXXXXXXXXX,1670.8,1.7,1667.4,0.7
1986,5, XXXXXXXXXX,1668.4,1,1668.5,0.7
1986,6, XXXXXXXXXX,1664.7,1.1,1669.5,0.8
1986,7, XXXXXXXXXX,1662.3,1.1,1670.6,0.8
1986,8, XXXXXXXXXX,1664.3,1.5,1671.7,0.8
1986,9, XXXXXXXXXX,1672.6,1.5,1672.8,0.8
1986,10, XXXXXXXXXX,1678.7,1.7,1673.9,0.8
1986,11, XXXXXXXXXX,1679,1.9,1675,0.8
1986,12, XXXXXXXXXX,1679,1.2,1676.1,0.8
1987,1, XXXXXXXXXX,1679.1,1.2,1677.2,0.8
1987,2, XXXXXXXXXX,1678.6,1.2,1678.2,0.8
1987,3, XXXXXXXXXX,1679.8,1,1679.3,0.8
1987,4, XXXXXXXXXX,1681.2,0.9,1680.3,0.7
1987,5, XXXXXXXXXX,1681.9,0.9,1681.3,0.7
1987,6, XXXXXXXXXX,1680.3,1,1682.3,0.6
1987,7, XXXXXXXXXX,1676.3,0.8,1683.3,0.6
1987,8, XXXXXXXXXX,1677.2,0.9,1684.2,0.6
1987,9, XXXXXXXXXX,1685.4,1,1685.2,0.5
1987,10, XXXXXXXXXX,1691.5,1.2,1686,0.5
1987,11, XXXXXXXXXX,1691.3,0.9,1686.9,0.5
1987,12, XXXXXXXXXX,1690.7,0.9,1687.7,0.5
1988,1, XXXXXXXXXX,1692,1.1,1688.5,0.5
1988,2, XXXXXXXXXX,1692.5,1.1,1689.3,0.5
1988,3, XXXXXXXXXX,1691.2,1.1,1690.1,0.6
1988,4, XXXXXXXXXX,1689.9,1.1,1690.9,0.6
1988,5, XXXXXXXXXX,1689,1.1,1691.8,0.6
1988,6, XXXXXXXXXX,1687.1,1.2,1692.6,0.6
1988,7, XXXXXXXXXX,1685.9,0.9,1693.5,0.7
1988,8, XXXXXXXXXX,1689.3,1.1,1694.5,0.7
1988,9, XXXXXXXXXX,1696.2,1.2,1695.4,0.7
1988,10, XXXXXXXXXX,1701.3,1.4,1696.4,0.7
1988,11, XXXXXXXXXX,1702.9,1.4,1697.3,0.7
1988,12, XXXXXXXXXX,1702,1.2,1698.4,0.7
1989,1, XXXXXXXXXX,1700.5,1,1699.4,0.7
1989,2, XXXXXXXXXX,1701,1.3,1700.4,0.7
1989,3, XXXXXXXXXX,1702.5,1.4,1701.4,0.6
1989,4, XXXXXXXXXX,1703.7,1,1702.4,0.6
1989,5, XXXXXXXXXX,1703.4,0.5,1703.4,0.6
1989,6, XXXXXXXXXX,1700.2,0.8,1704.4,0.6
1989,7, XXXXXXXXXX,1698.2,1,1705.3,0.6
1989,8, XXXXXXXXXX,1702,1.1,1706.2,0.6
1989,9, XXXXXXXXXX,1707.3,1.1,1707.1,0.6
1989,10, XXXXXXXXXX,1710.6,1.1,1708,0.6
1989,11, XXXXXXXXXX,1713.1,1,1708.8,0.6
1989,12, XXXXXXXXXX,1713.2,1,1709.6,0.6
1990,1, XXXXXXXXXX,1712,1.2,1710.4,0.6
1990,2, XXXXXXXXXX,1713.3,1.3,1711.1,0.7
1990,3, XXXXXXXXXX,1714.4,1.3,1711.8,0.7
1990,4, XXXXXXXXXX,1712.6,1.2,1712.4,0.7
1990,5, XXXXXXXXXX,1710.7,1,1713.1,0.7
1990,6, XXXXXXXXXX,1708.3,0.8,1713.8,0.7
1990,7, XXXXXXXXXX,1706.4,0.8,1714.4,0.7
1990,8, XXXXXXXXXX,1710.1,1.4,1715.1,0.8
1990,9, XXXXXXXXXX,1717.6,1.5,1715
Answered Same Day Mar 03, 2021

Solution

Abr Writing answered on Mar 05 2021
152 Votes
%% Clearig the workspace
clear;
close;
clc;
%% Data Processing
% Reading the data from the CSV file
data = readtable('dataflameheighttests.csv');
x1 = table2a
ay(data(1:27,1));
X1 = [ones(27,1) x1];
y1 = table2a
ay(data(1:27,2));
x2 = table2a
ay(data(1:31, 3));
X2 = [ones(31,1) x2];
y2 = table2a
ay(data(1:31, 4));
%% Linear regression
% Fitting the lienar regression model and getting the coefficents
1 = X1\y1;
2 =...
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