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    "title": "Climate Drivers",
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    "release_date": "2021-06-30T11:00:00-04:00",
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            "description": "\r<br>Climate models simulate interactions of critical climate processes and drivers of change and aim to increase our understanding of Earth’s climate system. Measurements clearly demonstrate the changes to the Earth’s climate over the twentieth century up to the present day, and climate models are used to inform us about possible changes in the future climate. In the published articles titled <i><a href=\"https://pubs.giss.nasa.gov/abs/ke01200v.html\">GISS-E2.1: Configurations and climatology</a></i> and <i><a href=\"https://doi.org/10.1029/2019MS002034\">CMIP6 historical simulations (1850–2014) with GISS-E2.1</a></i>, the NASA GISS research team describe the computer climate model GISS-E.2.1 including its development over the last few years,  summarize its main features, and compare it with previous versions and the observations. Notably, they describe how well the trends in multiple features of the climate are captured in the historical simulations from 1850 to 2014.\r<br>\r<br>The data visualizations featured on this page present a high-level summary of the contributions of the <a href=https://www.giss.nasa.gov/tools/modelE/>NASA GISS-E2.1-G model</a> to the <a href=\"https://data.giss.nasa.gov/modelE/cmip6/\"> Coupled Model Intercomparison Project (Phase 6) (CMIP6)</a>, while showcasing the <i><b>human and natural drivers of climate change</b></i>, which were part of the Detection and Attribution Model Intercomparison Project (DAMIP), a sub-project of CMIP6.  The visualization includes spatial maps paired with multiplots. Assuming a grid-like structure, the visualization comprises two major parts:\r<br>\r<br><b>Left:</b>\r<br>On the left we can see four separate maps in Wagner projection showing four distinct simulated datasets, displaying as anomalies. The anomalies are calculated using a baseline of 1951-1980. Top to bottom the datasets are: <i>Mid-Stratosphere Temperature, Lower Stratosphere Temperature, Surface Temperature</i> and <i>Ocean Heat Content</i>. The datasets present historical simulations with both natural and anthropogenic drivers for the period 1850-2014 and are paired with corresponding colormaps.\r<br>\r<br><b>Middle and Right:</b>\r<br>In the middle, synchronized multiplots for the same period track and visualize distinct drivers: natural (green), human (red), human and natural (blue), for each dataset. On the right, the <i>Arctic Ice Area</i> anomaly multiplot is followed by the visualization legends. As the timeline unfolds, we can see observations (in black for light background / in white for black background) starting to appear. These observations are used to evaluate the NASA GISS-E2.1-G model and while simulated data end in 2014, observations are plotted through 2018 <I>(with the exception of Ocean Heat Content which is plotted through 2015).</i>\r<br>\r<br>The historical timeline and the visualized maps show trends of stratospheric cooling, surface warming and significantly increased Arctic Ice Area loss, all of which are consistent with human forcing, especially rising greenhouse gas concentrations and ozone depletion. Therefore, it becomes apparent that the influence of human drivers is predominant in the climate system trends over the twentieth century and up to the present day.\r<br>\r<br>The NASA GISS-E2.1 contributions to CMIP6 and its evaluation with observations offer new knowledge and serve our society by improving our understanding of the processes that govern climate change and climate interactions with natural and human activities for the past and the future.\r<br><hr>\r<br><b>Data Sources:</b>\r<br><ul>\r<br><li><b>NASA GISS ModelE-2-1-G for CMIP6</b>: NASA-GISS GISS-E2.1G model output prepared for CMIP6 CMIP. Earth System Grid Federation. <a href=\"https://doi.org/10.22033/ESGF/CMIP6.1400\">https://doi.org/10.22033/ESGF/CMIP6.1400</a>\r<br></li>\r<br><li><b>Observations:</b>\r<br><ul><li><b>Mid Stratosphere Temperature (SSU-Ch2): </b>NOAA-STAR<br><a href=\"https://www.star.nesdis.noaa.gov/smcd/emb/mscat/\">https://www.star.nesdis.noaa.gov/smcd/emb/mscat/</a></li><li><b>Lower Stratosphere Temperature (MSU-TLS):</b> RSS <a href=\"http://www.remss.com/measurements/upper-air-temperature\">http://www.remss.com/measurements/upper-air-temperature</a></li><li><b>Surface Temperature</b>: GISTEMP Team, 2021: GISS Surface Temperature Analysis (GISTEMP), version 4. NASA Goddard Institute for Space Studies. Dataset accessed 2020-07-29 at <a href=\"https://data.giss.nasa.gov/gistemp/\">data.giss.nasa.gov/gistemp/</a>\r<br>Lenssen, N., G. Schmidt, J. Hansen, M. Menne, A. Persin, R. Ruedy, and D. Zyss, 2019: Improvements in the GISTEMP uncertainty model. J. Geophys. Res. Atmos., 124, no. 12, 6307-6326, doi: <a href=\"https://doi.org/10.1029/2018JD029522\">10.1029/2018JD029522</a></li><li><b>Ocean Heat Content:</b> NOAA NODC Pentadal 0-2000m Ocean Heat Content Time Series <a href=\"https://www.ncei.noaa.gov/access/global-ocean-heat-content/basin_heat_data.html\">https://www.ncei.noaa.gov/access/global-ocean-heat-content/basin_heat_data.html</a></li><li><b>Arctic Ice Area:</b> Fetterer, F., K. Knowles, W. N. Meier, M. Savoie, and A. K. Windnagel. 2017, updated daily. Sea Ice Index, Version 3. Boulder, Colorado USA. NSIDC: National Snow and Ice Data Center. doi: <a href=\"https://doi.org/10.7265/N5K072F8\">10.7265/N5K072F8</a></li></li></ul> \r<br>The NASA <a href=\"https://www.giss.nasa.gov/\">Goddard Institute for Space Studies</a> (GISS) is a laboratory in the <a href=\"https://science.gsfc.nasa.gov/earth/\">Earth Sciences Division</a> (ESD) of NASA's <a href=\"https://www.nasa.gov/goddard\">Goddard Space Flight Center</a> (GSFC) and is affiliated with Columbia University’s <a href=\"https://www.earth.columbia.edu/\">Earth Institute</a> and <a href=\"https://www.engineering.columbia.edu/\">School of Engineering and Applied Science</a> in New York.<br><hr>The rest of this webpage offers layers associated with the development of this data-driven visualization.",
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    "credits": [
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            "people": [
                {
                    "name": "Helen-Nicole Kostis",
                    "employer": "USRA"
                },
                {
                    "name": "Lori Perkins",
                    "employer": "NASA/GSFC"
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                {
                    "name": "Mark SubbaRao",
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                {
                    "name": "Peter H. Jacobs",
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                }
            ]
        },
        {
            "role": "Technical support",
            "people": [
                {
                    "name": "Laurence Schuler",
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                },
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                    "name": "Ian Jones",
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        {
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                {
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    "papers": [
        "Miller, R. L., Schmidt, G. A., Nazarenko, L. S., Bauer, S. E., Kelley, M., Ruedy, R., et al. (2021). CMIP6 historical simulations (1850–2014) with GISS-E2.1. Journal of Advances in Modeling Earth Systems, 13, e2019MS002034. <a href=\"https://doi.org/10.1029/2019MS002034\">https://doi.org/10.1029/2019MS002034</a><br><br>Kelley, M., Schmidt, G. A., Nazarenko, L. S., Bauer, S. E., Ruedy, R., & Russell, G. L., et al. (2020). GISS-E2.1: Configurations and climatology. Journal of Advances in Modeling Earth Systems, 12, e2019MS002025. <a href=\"https://doi.org/10.1029/2019MS002025\">https://doi.org/10.1029/2019MS002025</a>",
        "Miller, R. L., Schmidt, G. A., Nazarenko, L. S., Bauer, S. E., Kelley, M., Ruedy, R., et al. (2021). CMIP6 historical simulations (1850–2014) with GISS-E2.1. Journal of Advances in Modeling Earth Systems, 13, e2019MS002034. <a href=\"https://doi.org/10.1029/2019MS002034\">https://doi.org/10.1029/2019MS002034</a><br><br>Kelley, M., Schmidt, G. A., Nazarenko, L. S., Bauer, S. E., Ruedy, R., & Russell, G. L., et al. (2020). GISS-E2.1: Configurations and climatology. Journal of Advances in Modeling Earth Systems, 12, e2019MS002025. <a href=\"https://doi.org/10.1029/2019MS002025\">https://doi.org/10.1029/2019MS002025</a>"
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            "common_name": "",
            "platform": null,
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            "type": "Model",
            "organizations": [
                "NASA/GISS"
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            "description": "The GISS Surface Temperature Analysis version 4 (GISTEMP v4) is an estimate of global surface temperature change. Graphs and tables are updated around the middle of every month using current data files from NOAA GHCN v4 (meteorological stations) and ERSST v5 (ocean areas), combined as described in our publications [Hansen et al. (2010)](https://pubs.giss.nasa.gov/abs/ha00510u.html), [Lenssen et al. (2019)](https://pubs.giss.nasa.gov/abs/le05800h.html), and [Lenssen et al. (2024)](https://pubs.giss.nasa.gov/abs/le07900t.html).",
            "credit": "Lenssen, N., G.A. Schmidt, M. Hendrickson, P. Jacobs, M. Menne, and R. Ruedy, 2024: [A GISTEMPv4 observational uncertainty ensemble](https://pubs.giss.nasa.gov/abs/le07900t.html). J. Geophys. Res. Atmos., 129, no. 17, e2023JD040179, doi:10.1029/2023JD040179.",
            "url": "https://data.giss.nasa.gov/gistemp/",
            "date_range": null
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        "Climate",
        "Climate Variability and Change",
        "Coastal Processes",
        "Earth Science",
        "Global Warming",
        "Hyperwall",
        "Model Data",
        "Oceans",
        "Sea Level Rise"
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        {
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            "release_date": "2024-01-12T11:00:00-05:00",
            "update_date": "2025-01-08T13:56:34-05:00",
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                "filename": "2023_GISTEMP_Dist_C.00899_print.jpg",
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                "alt_text": "The change in the distribution of land temperature anomalies over the years 1963 to 2023. This version is in Celsius, a Fahrenheit version is also available.",
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        },
        {
            "id": 5065,
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            "page_type": "Visualization",
            "title": "Shifting Distribution of Land Temperature Anomalies, 1962-2022",
            "description": "The change in the distribution of land temperature anomalies over the years 1962 to 2022. This version is in Celsius, a Fahrenheit version is also available. || GISTEMPDist2022_C.00890_print.jpg (1024x576) [49.0 KB] || GISTEMPDist2022_C.00890_searchweb.png (320x180) [18.8 KB] || GISTEMPDist2022_C.00890_thm.png (80x40) [2.5 KB] || GISTEMPDist2022_C.mp4 (3840x2160) [17.1 MB] || GISTEMPDist2022_C.webm (3840x2160) [4.2 MB] || ",
            "release_date": "2023-05-31T00:00:00-04:00",
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                "alt_text": "The change in the distribution of land temperature anomalies over the years 1962 to 2022. This version is in Celsius, a Fahrenheit version is also available.",
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            "title": "20 years of AIRS Global Carbon Dioxide (CO₂) measurements (2002-October 2022)",
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            "release_date": "2023-01-31T22:00:00-05:00",
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                "media_type": "Image",
                "alt_text": "Monthly frames (720x480 resolution) of global carbon dioxide (CO2) for the period September 2002-March 2022, showcasing data products from NASA's Aqua mission. Each frame represents a montly timestep for the period September 2002-October 2022.The CO2_frames_dates_values.csv can be used to sync frame number, date and CO₂ values.",
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        {
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            "page_type": "Visualization",
            "title": "Global Temperature Anomalies from 1880 to 2022",
            "description": "This color-coded map in Robinson projection displays a progression of changing global surface temperature anomalies. Normal temperatures are shown in white. Higher than normal temperatures are shown in red and lower than normal temperatures are shown in blue. Normal temperatures are calculated over the 30 year baseline period 1951-1980. The final frame represents the 5 year global temperature anomalies from 2018-2022. || GISTEMP-2022-TemperatureAnomalyBothCelsiusFahrenheit.00899_print.jpg (1024x576) [145.3 KB] || GISTEMP-2022-TemperatureAnomalyBothCelsiusFahrenheit.00899_searchweb.png (180x320) [74.8 KB] || GISTEMP-2022-TemperatureAnomalyBothCelsiusFahrenheit.00899_thm.png (80x40) [6.3 KB] || GISTEMP-2022-TemperatureAnomalyBothCelsiusFahrenheit.mp4 (1920x1080) [57.8 MB] || celsius (1920x1080) [0 Item(s)] || celsius (3840x2160) [0 Item(s)] || ",
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            "update_date": "2024-01-25T14:18:26-05:00",
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                "media_type": "Image",
                "alt_text": "This color-coded map in Robinson projection displays a progression of changing global surface temperature anomalies. Normal temperatures are shown in white. Higher than normal temperatures are shown in red and lower than normal temperatures are shown in blue. Normal temperatures are calculated over the 30 year baseline period 1951-1980. The final frame represents the 5 year global temperature anomalies from 2018-2022. ",
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        {
            "id": 5025,
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            "page_type": "Visualization",
            "title": "20 years of AIRS Global Carbon Dioxide (CO₂) measurements (2002-May 2022)",
            "description": "Data visualization of global carbon dioxide (CO₂) for the period September 2002-May 2022, showcasing data products from NASA's Aqua mission. Data visualization assets are designed for HD resolution. || co2airs_60South_1920x108030p.0779.png (1920x1080) [1.8 MB] || co2airs_60South_1920x108030p.0779_print.jpg (1024x576) [171.8 KB] || co2airs_60South_1920x108030p.mp4 (1920x1080) [31.8 MB] || 60South_exr (1920x1080) [0 Item(s)] || co2airs_60South_1920x108030p.webm (1920x1080) [3.0 MB] || co2airs_60South_1920x108030p.mp4.hwshow [194 bytes] || ",
            "release_date": "2022-09-14T17:30:00-04:00",
            "update_date": "2025-03-02T00:13:15.889859-05:00",
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                "media_type": "Image",
                "alt_text": "Monthly frames (720x480 resolution) of global carbon dioxide (CO₂) for the period September 2002-May 2022, showcasing data products from NASA's Aqua mission. Each frame represents a montly timestep for the period September 2002-May 2022.The CO2_frames_dates_values.csv can be used to sync frame number, date and CO₂ values.",
                "width": 720,
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        {
            "id": 4990,
            "url": "https://svs.gsfc.nasa.gov/4990/",
            "page_type": "Visualization",
            "title": "20 years of AIRS Global Carbon Dioxide (CO₂) measurements (2002- March 2022)",
            "description": "Data visualization of global carbon dioxide (CO2) for the period September 2002-March 2022, showcasing data products from NASA's Aqua mission. Data visualization assets are designed for HD resolution. || co2airs_60South_1920x108030p.0771.png (1920x1080) [1.8 MB] || co2airs_60South_1920x1080p30.mp4 (1920x1080) [24.2 MB] || composite_60South (1920x1080) [0 Item(s)] || co2airs_60South_1920x1080p30.webm (1920x1080) [2.9 MB] || co2airs_60South_1920x1080p30.mp4.hwshow [228 bytes] || ",
            "release_date": "2022-05-28T00:00:00-04:00",
            "update_date": "2025-03-02T00:12:59.951965-05:00",
            "main_image": {
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                "media_type": "Image",
                "alt_text": "Monthly frames (720x480 resolution) of global carbon dioxide (CO2) for the period September 2002-March 2022, showcasing data products from NASA's Aqua mission. Each frame represents a montly timestep for the period September 2002-March 2022.The CO2_frames_dates_values.csv can be used to sync frame number, date and CO2 values.",
                "width": 1024,
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        {
            "id": 4964,
            "url": "https://svs.gsfc.nasa.gov/4964/",
            "page_type": "Visualization",
            "title": "Global Temperature Anomalies from 1880 to 2021",
            "description": "This color-coded map in Robinson projection displays a progression of changing global surface temperature anomalies. Normal temperatures are shown in white. Higher than normal temperatures are shown in red and lower than normal temperatures are shown in blue. Normal temperatures are calculated over the 30 year baseline period 1951-1980. The final frame represents the 5 year global temperature anomalies from 2017-2021. Scale in degrees Fahrenheit. || 2021f-TemperatureAnomalyF.0900_print.jpg (1024x576) [164.1 KB] || 2021f-TemperatureAnomalyF.0900_searchweb.png (180x320) [74.9 KB] || 2021f-TemperatureAnomalyF.0900_thm.png (80x40) [14.4 KB] || 2021f-TemperatureAnomalyF.0900.tif (1920x1080) [1.6 MB] || 2021GISStempF-5yrAvg.mp4 (1920x1080) [41.1 MB] || fahrenheit (1920x1080) [0 Item(s)] || 2021GISStempF-5yrAvg.webm (1920x1080) [3.4 MB] || 2021TempAnomalyF_GISSTEMP_1080p30.mp4.hwshow || ",
            "release_date": "2022-01-13T00:00:00-05:00",
            "update_date": "2025-06-23T00:13:24.073238-04:00",
            "main_image": {
                "id": 373796,
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                "filename": "2021f-TemperatureAnomalyF.0900_print.jpg",
                "media_type": "Image",
                "alt_text": "This color-coded map in Robinson projection displays a progression of changing global surface temperature anomalies. Normal temperatures are shown in white. Higher than normal temperatures are shown in red and lower than normal temperatures are shown in blue. Normal temperatures are calculated over the 30 year baseline period 1951-1980. The final frame represents the 5 year global temperature anomalies from 2017-2021. Scale in degrees Fahrenheit.",
                "width": 1024,
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        },
        {
            "id": 4891,
            "url": "https://svs.gsfc.nasa.gov/4891/",
            "page_type": "Visualization",
            "title": "Shifting Distribution of Land Temperature Anomalies, 1951-2020",
            "description": "The change in the distribution of land temperature anomalies over the years 1951 to 2020 || GISSTempDist_print.jpg (1024x576) [53.1 KB] || GISSTempDist_STILL.jpg (7680x4320) [1.0 MB] || GISTempDist_searchweb.png (320x180) [13.6 KB] || GISTempDist_thm.png (71x40) [2.1 KB] || GISTempDist_1080p30.mp4 (1920x1080) [2.0 MB] || GISTempDist_1080p30.webm (1920x1080) [3.3 MB] || GISSTempDist_2160p59.94.mp4 (3840x2160) [4.9 MB] || 3840x2160_16x9_60p (3840x2160) [0 Item(s)] || GISTempDist_1080p30.mp4.hwshow || ",
            "release_date": "2021-04-23T00:00:00-04:00",
            "update_date": "2021-08-04T15:38:21-04:00",
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                "id": 378819,
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                "filename": "GISTempDist_searchweb.png",
                "media_type": "Image",
                "alt_text": "The change in the distribution of land temperature anomalies over the years 1951 to 2020",
                "width": 320,
                "height": 180,
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            }
        },
        {
            "id": 4882,
            "url": "https://svs.gsfc.nasa.gov/4882/",
            "page_type": "Visualization",
            "title": "Global Temperature Anomalies from 1880 to 2020",
            "description": "This color-coded map in Robinson projection displays a progression of changing global surface temperature anomalies. Normal temperatures are the average over the 30 year baseline period 1951-1980. Higher than normal temperatures are shown in red and lower than normal temperatures are shown in blue. The final frame represents the 5 year global temperature anomalies from 2016-2020. Scale in degrees Celsius. || print_cel2020_00000_print.jpg (1024x576) [184.6 KB] || print_cel2020_00000_searchweb.png (320x180) [71.3 KB] || print_cel2020_00000_thm.png (80x40) [6.5 KB] || GISSTEMP_celsius_fade_composite.mp4 (1920x1080) [69.1 MB] || GISSTEMP_celsius_fade_composite.webm (1920x1080) [3.4 MB] || print_cel2020_00000.tif (3840x2160) [23.7 MB] || ",
            "release_date": "2021-01-14T11:00:00-05:00",
            "update_date": "2025-06-23T00:12:53.857233-04:00",
            "main_image": {
                "id": 380257,
                "url": "https://svs.gsfc.nasa.gov/vis/a000000/a004800/a004882/print_cel2020_00000_print.jpg",
                "filename": "print_cel2020_00000_print.jpg",
                "media_type": "Image",
                "alt_text": "This color-coded map in Robinson projection displays a progression of changing global surface temperature anomalies. Normal temperatures are the average over the 30 year baseline period 1951-1980. Higher than normal temperatures are shown in red and lower than normal temperatures are shown in blue. The final frame represents the 5 year global temperature anomalies from 2016-2020. Scale in degrees Celsius.",
                "width": 1024,
                "height": 576,
                "pixels": 589824
            }
        },
        {
            "id": 13791,
            "url": "https://svs.gsfc.nasa.gov/13791/",
            "page_type": "Produced Video",
            "title": "2020 Global Temperature Announcement Live Shots",
            "description": "NASA Finds 2020 Tied for Hottest Year on Record The Climate Events of 2020 Show How Excess Heat is Expressed on EarthEl 2020 empató con 2016 como el año más cálido en el registro, según un análisis de la NASA || banner2.jpg (2042x520) [718.9 KB] || banner2_print.jpg (1024x260) [286.9 KB] || banner2_searchweb.png (320x180) [120.9 KB] || banner2_thm.png (80x40) [19.7 KB] || ",
            "release_date": "2021-01-08T06:00:00-05:00",
            "update_date": "2023-05-03T13:44:24.174681-04:00",
            "main_image": {
                "id": 380451,
                "url": "https://svs.gsfc.nasa.gov/vis/a010000/a013700/a013791/banner2.jpg",
                "filename": "banner2.jpg",
                "media_type": "Image",
                "alt_text": "NASA Finds 2020 Tied for Hottest Year on Record The Climate Events of 2020 Show How Excess Heat is Expressed on EarthEl 2020 empató con 2016 como el año más cálido en el registro, según un análisis de la NASA",
                "width": 2042,
                "height": 520,
                "pixels": 1061840
            }
        }
    ],
    "sources": [],
    "products": [],
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}