A Discussion About Climate Change - Part 3: Proxies

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A Discussion About Climate Change - Part 3: Proxies
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<div class=text-justify>
When considering the climate of our planet in the past, present, and future, it may be useful to begin by first pondering a few basic questions:
<ul>
<li> Has our planet experienced prior climatic variations?</li>
<li> What has caused these variations?</li>
<li><strong>How can we know this?</strong></li>
<li> Does human activity influence global conditions?</li>
<li> What do models predict for the future of Earth's climate?</li>
</ul>
<p>
You may have preconceived notions about some of these questions, or opinions about what is actually happening. My intention is not to overturn your beliefs, but rather provide an objective overview of the best available proxy data. 
</p><p>
<h1>Prior Variations</h1>
In the <a href='https://steemit.com/steemstem/@gra/a-discussion-about-climate-change-part-1-milankovitch-cycles'>first</a> and <a href='https://steemit.com/steemstem/@gra/a-discussion-about-climate-change-part-2-atmosphere'>second</a> parts of this series of articles on climate change, the concepts of <a href='https://en.wikipedia.org/wiki/Milankovitch_cycles'>Milankovitch Cycles</a> and <a href='https://en.wikipedia.org/wiki/Greenhouse_gas'>greenhouse gasses</a> were introduced. The first two questions posed in this article are discussed at length in these posts. This article will focus on the third question, while a future post will be necessary to address the final two questions. I will provide a summary of the first two articles as a refresher:
</p><p><div class=pull-right><br><a href='https://upload.wikimedia.org/wikipedia/commons/5/53/MilankovitchCyclesOrbitandCores.png'><img src='https://steemitimages.com/DQmNuKYqMidZYQK3vVJNwWePDVUBhGkS4SMFdZ4zYV3LW1W/milandata.jpg'></a><sup><a href='https://upload.wikimedia.org/wikipedia/commons/5/53/MilankovitchCyclesOrbitandCores.png'>Source</a> | A look at some of the Milankovitch Cycles through the past and projected into the future. Click picture for larger resolution!</sup></div>
The amount of <a href='https://en.wikipedia.org/wiki/Solar_irradiance'>solar radiation</a> that the earth receives strongly influences the climate through a series of predictable celestial cycles known as Milankovitch Cycles. These cycles describe variations in received solar radiation caused by natural fluctuations in <a href='https://en.wikipedia.org/wiki/Axial_tilt'>tilt</a>, <a href='https://en.wikipedia.org/wiki/Orbit'>orbit</a>, and rotational position. These changes in radiation cause the earth to become relatively warmer or cooler and have more or less extreme seasonal variations. The main cycles range in frequency from <a href='https://en.wikipedia.org/wiki/Axial_precession'>26,000 years</a> to <a href='https://en.wikipedia.org/wiki/Apsidal_precession'>112,000 years</a>, have influenced the climate of our planet for millions of years, and will continue to indefinitely.
</p><p>
The composition of the atmosphere is another factor with a strong influence on the climate of our planet. Greenhouse gasses like <a href='https://en.wikipedia.org/wiki/Carbon_dioxide'>carbon dioxide (CO<sub>2</sub>)</a>, <a href='https://en.wikipedia.org/wiki/Ozone'>ozone</a>, <a href='https://en.wikipedia.org/wiki/Methane'>methane</a>, and <a href='https://en.wikipedia.org/wiki/Water_vapor'>water vapor</a> trap solar radiation, contributing to warming trends. Paradoxically, as global temperatures rise, the increase of water vapor in the atmosphere forms <a href='https://science.nasa.gov/science-news/science-at-nasa/2002/22apr_ceres/'>clouds</a> that reflect sunlight and encourage cooling. Similarly, the <a href='https://en.wikipedia.org/wiki/Volcanic_ash'>dust clouds</a> emitted by <a href='https://en.wikipedia.org/wiki/Volcanic_ash'>volcanic eruptions</a> and other <a href='https://www.space.com/22396-russian-meteor-explosion-dust-cloud.html'>natural disasters</a> block sunlight from reaching the surface. As the planet cools and becomes covered in <a href='http://beyondpenguins.ehe.osu.edu/issue/energy-and-the-polar-environment/solar-energy-albedo-and-the-polar-regions'>ice and snow</a>, this bright white surface <a href='https://en.wikipedia.org/wiki/Albedo'>reflects</a> most of the incoming solar radiation and perpetuates the cooling trend. The complex interactions of these different factors and cycles are the ultimate cause of historical climate change.
</p><p><h1>Data Sources</h1>
A skeptical person (<a href='http://www.ces.fau.edu/nasa/introduction/scientific-inquiry/why-must-scientists-be-skeptics.php'>a good scientist</a>) might wonder how we can know about what the climate of the planet was like long ago. There is no direct way to know, but there are several <a href='https://www2.usgs.gov/climate_landuse/clu_rd/paleoclimate/proxies.asp'>proxies</a> that can be used as <a href='https://www.epa.gov/climate-indicators'>indicators</a>. When proxies collected in different parts of the world align and agree on the timing and relative severity of climatic extremes, these correlated events are hard to argue away as mere coincidence.
</p><p>
<h2>Ice Cores</h2><div class=pull-left><br><img src='https://imgur.com/GmNiW6J.gif'><sup>Simple animation showing snowfall (white) accumulating and gradually being compacted in to ice (light blue).</sup><br><br></div>
The gradual accumulation of snow layers and the <a href='https://oncirculation.com/2013/07/23/the-journey-of-a-snowflake-from-snow-to-ice/'>compaction of these layers into ice</a> is the one of the best sources of proxy data that there is. As snow is compacted into <a href='https://en.wikipedia.org/wiki/Firn'>firn</a>, the air that fills the voids between particles <a href='http://www.iceandclimate.nbi.ku.dk/research/drill_analysing/cutting_and_analysing_ice_cores/analysing_gasses/firn_zone/'>eventually becomes trapped</a> as gas bubbles within the ice. In this way the ice caps and glaciers effectively preserve samples of the atmosphere from historical times, although the data must be calibrated to compensate for the <a href='https://www.researchgate.net/publication/252726885_Transient_Firn_Compaction_Model_and_Delta_Age'>age difference</a> of the ice and gas bubbles. The <a href='https://en.wikipedia.org/wiki/Oxygen_isotope_ratio_cycle'>isotopes of oxygen</a>, <a href='https://en.wikipedia.org/wiki/Isotope_hydrology'>water</a>, <a href='https://en.wikipedia.org/wiki/Deuterium'>hydrogen</a>, and <a href='https://en.wikipedia.org/wiki/Isotopes_of_carbon'>carbon</a> found in these samples are an <a href='https://en.wikipedia.org/wiki/Isotope_geochemistry#Stable_isotope_geochemistry'>accurate snapshot</a> of <a href='https://en.wikipedia.org/wiki/Paleoclimatology'>paleoclimate</a> conditions such as temperature, moisture, and incoming solar radiation. The gas bubbles also preserve <a href='https://en.wikipedia.org/wiki/Paleoclimatology'>ash, pollen, spores, and other proxies</a> that can be used as indicators of past conditions after they are <a href='https://experts.illinois.edu/en/publications/technical-note-correcting-for-signal-attenuation-from-noisy-proxy'>corrected</a> and <a href='http://www.sciencedirect.com/science/article/pii/S167492781150005X'> calibrated</a> to the conditions observed today.<br><br>
</p><p><h4>Drilling</h4>
To examine the atmosphere of the past, <a href='https://icedrill.org/'>scientists and drillers</a> extract <a href='https://www.climate.gov/news-features/climate-tech/climate-core-how-scientists-study-ice-cores-reveal-earth%E2%80%99s-climate'>ice cores</a> from different ice masses in the Arctic, Antarctic, and glaciated mountainous regions. The center of the ice mass is often <a href='http://www.antarcticglaciers.org/glaciers-and-climate/ice-cores/ice-core-basics/'>chosen for coring</a> due to the lack of <a href='https://en.wikipedia.org/wiki/Ablation'>ablation</a> and <a href='https://en.wikipedia.org/wiki/Glacial_motion'>glacial motion</a> in these areas. Small sections of these cores are <a href='https://www.researchgate.net/publication/266672640_Core_handling_and_processing_for_the_WAIS_Divide_ice-core_project'>processed</a> by melting and crushing them in a vacuum chamber so the trace amounts of gas can be isolated and analyzed.
<center><div><br><img src='https://imgur.com/xeAyn0r.gif'><br><sup>Animation showing the global spatial variation of ice core drill sites with three different views: What year the drilling started, the total depth of the core, and both the year and depth (shown as circle diameter). GIS visualization created using data extracted from <a href='https://en.wikipedia.org/wiki/List_of_ice_cores'>this page</a>.</sup></div></center>
<h3>Antarctica</h3>
<a href='https://en.wikipedia.org/wiki/List_of_ice_cores#Antarctica'>More than 200 ice cores</a> have been collected in <a href='https://en.wikipedia.org/wiki/Antarctica'>Antarctica</a>, most notably at a station known as <a href='https://en.wikipedia.org/wiki/Vostok_Station'>Vostok</a>. Drilling here started in the 1970s and the deepest borehole (finished in 2007) reaches 3,661 meters. The <a href='http://www-odp.tamu.edu/publications/198_IR/chap_02/c2_6.htm'>rate of accumulation</a> dictates the thickness of snow layers, meaning the deepest borehole does not necessarily represent the greatest amount of time. An antarctic site known as <a href='https://en.wikipedia.org/wiki/Dome_C'>Dome C</a> was drilled in 2006 and reached bedrock. The borehole is 2,760 meters deep and represents approximately <a href='http://cdiac.ess-dive.lbl.gov/trends/co2/ice_core_co2.html'>800,000 years</a> of accumulation! A new site in Antarctica claims to extract records as old as <a href='http://www.sciencemag.org/news/2017/08/record-shattering-27-million-year-old-ice-core-reveals-start-ice-ages'>2.7 million years</a>, though the <a href='https://en.wikipedia.org/wiki/K%E2%80%93Ar_dating'>methods used</a> have a greater temporal uncertainty.

<h3>Greenland</h3>The <a href='https://en.wikipedia.org/wiki/Greenland_ice_sheet'>Greenland ice sheet</a> is a mass of ice that covers most (80%) of Greenland's surface. Since the 1970s, <a href='https://en.wikipedia.org/wiki/List_of_ice_cores#Greenland'>nearly 150 ice cores</a> have been successfully recovered in Greenland, including one from <a href='https://en.wikipedia.org/wiki/North_Greenland_Ice_Core_Project'>NorthGRIP</a> that reached to 3,080 meters. The rate of accumulation is much greater here than in Antarctica, meaning that only 120,000 years of proxy data was extracted. Although less time is preserved in the Greenland cores, the resolution of collected data is superior.
<br><img src='https://cdn.pixabay.com/photo/2017/08/27/17/36/landscape-2686945_960_720.jpg'><sup><a href='https://cdn.pixabay.com/photo/2017/08/27/17/36/landscape-2686945_960_720.jpg'>Source</a> | Greenland is beautiful, but not too warm.</sup>
<h3>Other Ice</h3>Ice cores have been collected in <a href='https://en.wikipedia.org/wiki/Mountain'>mountainous</a> regions throughout the world, though these cores are not as deep as those collected in polar regions. <a href='https://en.wikipedia.org/wiki/List_of_glaciers'>Active alpine glaciers</a> can be used as a regional source of climatic records stretching back to the start of the <a href='https://en.wikipedia.org/wiki/Last_glacial_period'>last glaciation</a> (~100,000 years). More importantly, these ice records preserve the regional <a href='https://en.wikipedia.org/wiki/Microclimate'>microclimates</a> that are missed when only considering cores from Antarctica and Greenland.
<hr><h2>Sediment</h2><a href='https://en.wikipedia.org/wiki/Sediment'>Sediment</a> is constantly accumulating and <a href='https://en.wikipedia.org/wiki/Lithification'>lithifying</a> at the bottom of lakes and oceans, similar to how snow accumulates and compacts into ice. Because these are very low-energy <a href='https://en.wikipedia.org/wiki/Deposition_%28geology%29#Null-point_hypothesis'>environments</a>, the sediment remains largely <a href='http://www.waterencyclopedia.com/Oc-Po/Ocean-Floor-Sediments.html'>undisturbed after deposition</a> and can serve as an informative proxy. These layers of ocean sediment trap <a href='https://www.earthobservatory.nasa.gov/Features/Paleoclimatology_SedimentCores/paleoclimatology_sediment_cores_2.php'>dust, ash, pollen, fossils, and other indicators</a> that can be used to reconstruct the climatic history of our planet.
</p><p><img src='https://www.ngdc.noaa.gov/mgg/image/imlgs_mercator1920.png'><sup><a href='https://www.ngdc.noaa.gov/mgg/image/imlgs_mercator1920.png'>Source</a> | Overview map showing the locations of ocean and lake sediment collection points (light green).</sup>

An extensive amount of <a href='https://www.ngdc.noaa.gov/mgg/geology/geology.html'>ocean and lake sampling</a> has been done across all parts of the world, as shown in the map above. This <a href='https://en.wikipedia.org/wiki/Shallow_water_marine_environment#Sediment'>shallow sampling</a> is important for detecting changes in the recent past, but to really look back in time a deeper section of sediment is necessary. <a href='http://iodp.tamu.edu/'>Several international research teams</a> participate in a deep ocean drilling initiative that has collected <a href='http://web.iodp.tamu.edu/OVERVIEW/'>over 1,000</a> deep ocean sediment cores. The locations of these drilling sites are shown in the map below.
</p><p>
<img src='https://steemitimages.com/DQmefytNcrkYvgKvCNJGdiTKAmbt4JnQzAWnvtCrquLz1X9/oceandrilling.jpg'><sup><a href='http://iodp.tamu.edu/scienceops/maps.html'>Source</a> | A map showing locations of deep ocean sediment drilling.</sup>

<h3>Indicators</h3>As with ice cores, isotopes are accurate indicators that can be found throughout sediment. Ocean mud contains a significant amount of <a href='https://en.wikipedia.org/wiki/Organic_matter#Organic_matter_in_water_.28Aquatic.29'>organic matter</a> and <a href='https://en.wikipedia.org/wiki/Fossiliferous_limestone'>carbonate fossils</a>, and these <a href='https://en.wikipedia.org/wiki/Isotopes_of_carbon#Paleoclimate'>carbon isotopes</a> can be used to approximate changes in the activity of <a href='https://en.wikipedia.org/wiki/Phytoplankton'>photosynthetic organisms</a> brought on by fluctuations in temperature, incoming solar radiation, and <a href='http://www.imnh.isu.edu/digitalatlas/hydr/basics/main/chmtxt.htm'>water chemistry</a>.</p><p> <div class=pull-right><img src='https://cdn.pixabay.com/photo/2017/09/23/17/13/bee-2779501_960_720.jpg'><sup><a href='https://cdn.pixabay.com/photo/2017/09/23/17/13/bee-2779501_960_720.jpg'>Source</a> | A bee basking in lush flower pollen suggests that we are no longer in a glacial period.</sup></div><a href='https://en.wikipedia.org/wiki/Pollen_core'>Pollen</a> is also <a href='https://en.wikipedia.org/wiki/Stratigraphy'>stratigraphically</a> deposited in the sediment. The quantity and type of <a href='https://wattsupwiththat.com/2015/05/17/palynology-a-proxy-indicator-of-climate-used-to-make-remarkable-claim/'>pollens are good indicators</a> of global climate. <a href='http://geology.com/articles/volcanic-ash.shtml'>Ash and soot</a> layers from volcanic eruptions and fires are recorded in the sediment and rock layers, recording <a href='https://en.wikipedia.org/wiki/Volcanic_winter#Historic_examples'>definitive correlations</a> between <a href='https://www.sciencedaily.com/releases/2009/10/091026132932.htm'>volcanic activity and climate change</a>.
</p><p>
In addition to examining the extracted core, boreholes drilled in sediment and bedrock can be examined through a process known as <a href='https://en.wikipedia.org/wiki/Gamma_ray_logging'>gamma ray logging</a>. Differences in the <a href='https://en.wikipedia.org/wiki/Density_logging'>density and composition</a> of sediment are determined based on the amount of gamma rays emitted and absorbed by each layer. The same isotope proxies discussed above can be used with <a href='https://en.wikipedia.org/wiki/Sedimentary_rock'>sedimentary rock</a>, allowing proxies to offer a view of what temperatures were like <a href='https://www2.bc.edu/jeremy-shakun/Marcott%20et%20al.,%202013,%20Science.pdf'>thousands</a>, <a href='https://pubs.giss.nasa.gov/abs/ha00410c.html'>millions</a>, even <i><a href='http://www.soest.hawaii.edu/GG/FACULTY/POPP/Royer%20et%20al.%202004%20GSA%20Today.pdf'>hundreds-of-millions</a></i> of years into the past. When proxy data of any type is used to extrapolate information regarding the climate of the past, it is referred to as a <a href='https://en.wikipedia.org/wiki/Paleothermometer'>paleothermometer</a>.
<h2>Past Trends</h2>
<p>The real test for the validity of proxy data is the comparison of data from different locations. Cores that have been analyzed and made public indicate <a href='http://www.gisp2.sr.unh.edu/DATA/Bender.html'>very similar</a> trends. Levels of CO<sub>2</sub> and other greenhouse gasses have a clear relationship with temperature, shown in the following graph of reconstructed data from a core drilled at Vostok.<br><br>
<img src='https://upload.wikimedia.org/wikipedia/commons/7/77/Vostok_420ky_4curves_insolation.jpg'><sup><a href='https://upload.wikimedia.org/wikipedia/commons/7/77/Vostok_420ky_4curves_insolation.jpg'>Source</a> | Graph showing the levels of greenhouse gasses (Carbon Dioxide CO<sub>2</sub>, Methane CH<sub>4</sub>) and other climate proxy data as it relates to age and depth from a Vostok core. </sup>
</p><p>The peaks and troughs of each indicator and proxy coincide with minimal variance, implying that global <a href='
https://skepticalscience.com/co2-lags-temperature-intermediate.htm'>temperature and greenhouse gas levels</a> are <a href='https://en.wikipedia.org/wiki/Correlation_and_dependence'>directly correlated</a>. The bottom insolation graph reflects the impact of the Milankovitch Cycles, and this influence is echoed throughout the other proxies. </p><p>A brief look at this data reveals that the climate of our planet has gone through cycles of warming and cooling five separate times in the last 0.42 million years. Global temperatures during this period were as many as eight degrees (Celsius) cooler and two degrees warmer than they are today. Over this time span, CO<sub>2</sub> levels have fluctuated between 180 and 300 <a href='https://en.wikipedia.org/wiki/Carbon_dioxide_in_Earth%27s_atmosphere'>parts per million</a>. Historically, the planet has somewhat gradually cooled in to glacial periods, and rapidly (thousands of years) transitioned from glacial periods into warmer temperatures.
</p><p> Rather than trying to describe and summarize the masses of core data and the <a href='
http://www.academia.edu/Documents/in/Ice_Core_Paleoclimatology'>numerous studies</a> analyzing them, the most recent and accurate temperature data is conveniently compiled and summarized in the following figure:<br><br>
<a href='https://steemitimages.com/DQmdjZrJQkvFv7KWZZxsVhodw6fH2CPAY3XbnjuBQaD3Hca/bigtemp.jpg'><img src='https://steemitimages.com/DQmdjZrJQkvFv7KWZZxsVhodw6fH2CPAY3XbnjuBQaD3Hca/bigtemp.jpg'></a><sup><a href='https://upload.wikimedia.org/wikipedia/commons/5/5f/All_palaeotemps.svg'>Source</a> | A compiled timeline of prior temperature conditions based on proxy data from more than 10 studies. Note the changes in scale along the x-axis (time) between different studies. </sup>
<p>The oldest data is more than <a href='http://www.soest.hawaii.edu/GG/FACULTY/POPP/Royer%20et%20al.%202004%20GSA%20Today.pdf'>500 million years</a> in age, but the proxy used has a significantly larger uncertainty (shown as the yellow bounds). Regardless of this uncertainty, it is evident that the climate 500 and 400 million years ago was much warmer (about 8 degrees C) than it is today. An <a href='https://en.wikipedia.org/wiki/Karoo_Ice_Age'>ice age</a> occurred around 360 million years ago, followed by a gradual temperature increase interspersed with slight cooling periods.</p><p> Temperatures peaked again about 50 million years ago in the <a href='https://en.wikipedia.org/wiki/Eocene'>Early Eocene</a>, after which Earth experienced a steady and gradual cooling phase. The cycles over the last 1 million years match those depicted in the Vostok graph discussed in the previous section - a slight cooling overall with regular fluctuations between warmer and cooler periods. </p><p>The <a href='https://en.wikipedia.org/wiki/Wisconsin_glaciation'>most recent glacial period</a> began about 100,000 years ago, ending with a warming trend that started in the <a href='https://en.wikipedia.org/wiki/Holocene'>Holocene</a> about 12,000 years ago. During the Holocene, Earth has experienced relatively stable temperatures that have seldom fluctuated more than 1 degree Celsius from the current average temperature.
<h2>Recent Trends</h2>To examine how the climate has been changing in the recent past, we need to consider an even finer time scale. Ice cores drilled in areas with high rates of snow accumulation offer a higher temporal resolution of proxy data. One such site is <a href='https://en.wikipedia.org/wiki/Law_Dome'>Law Dome</a> in Antarctica.<p>
<h4>Carbon Dioxide</h4><center><img src='https://www.co2.earth/images/figures/co2-ice-core_1000ad-1978ad_law-dome_etheridge-et-al_700w.jpg'><sup><a href='https://www.co2.earth/images/figures/co2-ice-core_1000ad-1978ad_law-dome_etheridge-et-al_700w.jpg'><br>Source</a> | Graph of CO<sub>2</sub> concentrations over the past 1,000 years extracted from ice cored at Law Dome, Antarctica</sup></center></p><p>The Law Dome core offers close a look at the past <a href='https://en.wikipedia.org/wiki/Millennium'>millennium</a> of carbon dioxide levels. From year 1,000 AD until about 1760, the levels of carbon dioxide in the atmosphere remained relatively stable (in line with Holocene temperatures). After 1760, there is at first a gradual and then a sudden increase in carbon levels starting in about 1875. This trend has continued at an increased rate to present day.
<h4>Temperature</h4><center><img src='https://upload.wikimedia.org/wikipedia/commons/c/c1/2000_Year_Temperature_Comparison.png'><sup><a href='https://upload.wikimedia.org/wikipedia/commons/c/c1/2000_Year_Temperature_Comparison.png'><br>Source</a> | Graph of global temperatures over the past 2,000 years determined based on multiple proxies</sup></center></p><p>The proxies for temperature over the last 2,000 years show more variability than the carbon records, with a warm period from about 1000-1200 AD known as the <a href='https://en.wikipedia.org/wiki/Medieval_Warm_Period'>Medieval Warm Period</a> and a brief cooling spell known as the <a href='https://en.wikipedia.org/wiki/Little_Ice_Age'>Little Ice Age</a> from around 1600-1850 AD. Despite this variance, the average trend of temperature is similar to carbon, with relative stability through most of the recent past. Approximately 150-200 years ago, the current period of warming started, aligning with the observed increase in carbon dioxide levels. 

</p><h3>Direct Measurements</h3><p>Proxies are very useful for examining the climate of the past, but for recent data the most precise readings come from <a href='https://en.wikipedia.org/wiki/Instrumental_temperature_record'>direct measurements</a>. These recent data sets offer the best glimpse at the real-time changes occurring in our planet's atmosphere.
<h4>Carbon Dioxide</h4><center><img src='https://www.esrl.noaa.gov/gmd/webdata/ccgg/trends/co2_data_mlo.png'><sup><a href='https://www.esrl.noaa.gov/gmd/webdata/ccgg/trends/co2_data_mlo.png'><br>Source</a> | Graph of CO<sub>2</sub> concentrations for the past 70 years, measured directly at the <a href='https://en.wikipedia.org/wiki/Mauna_Loa_Observatory'>Mauna Loa Observatory</a> in <a href='https://en.wikipedia.org/wiki/Hawaii_%28island%29'>Hawaii</a>. The black line represents the average annual value.</sup></center></p><p>The amount of carbon dioxide in the atmosphere has been directly measured for nearly 70 years at the observatory atop the volcanic mountain <a href='https://en.wikipedia.org/wiki/Mauna_Loa'>Mauna Loa</a>. <a href='https://www.esrl.noaa.gov/gmd/ccgg/trends/monthly.html'>This data set</a> is accurate to 1 part per <i>trillion</i>, and is the world's <a href='https://thinkprogress.org/worlds-oldest-direct-measure-of-atmospheric-co2-may-lose-its-funding-b8d143330a04/'>oldest continuous direct measurement</a> of atmospheric CO<sub>2</sub> concentration. Fluctuations in carbon dioxide brought on by <a href='https://www.physics.byu.edu/faculty/christensen/Physics%20137/Figures/Temperature/Seasonal%20Temperature%20Differences.htm'>seasonal temperature changes</a> are clearly visible in the red data plot. The trend of the black line shows that carbon dioxide levels have steadily increased since they were first measured in 1958. Not only this, but the <a href='https://www.mathsisfun.com/calculus/concave-up-down-convex.html'>concave-up inflection of the curve</a> indicates that the rate of carbon dioxide concentration increase is itself increasing. It is now officially higher than 400 ppm, a level which has not been seen in over a million years.
<h4>Temperature</h4><center><img src='https://pbs.twimg.com/media/CgAsJxYWEAAYAPA.jpg:large'><sup><a href='https://pbs.twimg.com/media/CgAsJxYWEAAYAPA.jpg:large'>Source</a> | Graph of temperatures in March for the past 125 years, measured directly. Data averaged by the <a href='http://www.jma.go.jp/jma/indexe.html'>Japan Meteorological Agency</a></sup></center>
There are definite annual and even decadal decreases in temperature in the past 125 years. However, when the average annual temperature values are considered over the course of the <a href='https://en.wikipedia.org/wiki/20th_century'>20th century</a>, indisputable increasing trend emerges. The temperature and carbon dioxide levels of our planet are presently increasing with no immediate change in sight. Carbon dioxide has <a href='https://www.co2.earth/'>now reached</a> levels higher than they have been in thousands, possibly millions of years. As temperature continues to follow this upward trend, be prepared to keep hearing stories about how this year is once again the <a href='https://www.nytimes.com/2017/01/18/science/earth-highest-temperature-record.html'>warmest year on record</a>!
<h2>Parting Thoughts</h2>
Ice and sediment cores are not the only means by which historical proxy data is gathered. They are the focus of this article because they represent some of the most prevalent and reliable data. The spatial <a href='https://en.wikipedia.org/wiki/Sampling_%28statistics%29'>distribution</a> of core samples ensures that the data is representative of all parts of our planet, and the undisturbed sediment and ice cores provide some of the best proxy data available. 
</p><p>Many other proxies exist, such as <a href='http://ltrr.arizona.edu/about/treerings'>tree growth rings</a>,  <a href='https://www.ncdc.noaa.gov/news/what-are-proxy-data'>historical observations</a>, <a href='https://wattsupwiththat.com/2017/08/13/cooling-deep-oceans-and-the-earths-general-background-temperature/'>ocean temperatures</a>, the composition of <a href='https://en.wikipedia.org/wiki/Coral_reef'>coral reefs</a>, etc. Please feel free to expand the discussion of these and other climate proxies in the comments! There are literally way too many topics to cover them all...
</p><p>In the next part of this series, we will take a closer look at the data, consider human contributions, and maybe even examine the state of climate modeling and the projected future of our planet!

<hr><p><h6>Climate science is a very complex issue that should not be oversimplified by any political ideology or financial interest. Please keep an open mind while thinking about these topics.<br><br>
Thanks for reading my post! <b>All animations by the author, photo and graphic sources noted except the <a href='https://pixabay.com/get/ef36b00c29e9002ad25a5840981318c3fe76e7d419b9174890f6c6/iceland-63131_1920.jpg'>lead photo of Iceland</a> from <a href='https://pixabay.com/'>Pixabay</a>. See sources and additional reading as embedded links!</b></h6>

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