{
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    "page_type": "Visualization",
    "title": "Life Histories from Landsat: 25 Years in the Pacific Northwest Forest",
    "description": "This visualization shows a sequence of Landsat-based data in the Pacific Northwest. There is one data set for each year representing an aggregate of the approximate peak of the growing season (around August). The data was created using a sophisticated algorithm called LandTrendr. LandTrendr analyzes 'stacks' of Landsat scenes, looking for statistical trends in the data and filtering out noise. The algorithm evaluated data from more than 1,800 Landsat Thematic Mapper images, nearly 1 Terabyte of raw imagery, to define the life histories of each of more than 336 million pixels on the landscape. The resulting trends identify periods of stability and change that are displayed as colors.In these false color images, the colors represent types of land; for example, blue areas are forests; orange/yellow areas are agriculture; and, purple areas are urban. Each 'stack' is representative of a Landsat scene. There are 22 stacks stitched together to cover most of the U.S. Pacific Northwest. This processed data is used for science, natural resource management, and education.The visualization zooms into the Portland area showing different types of land such as agricultural, urban, and forests. We move south to a region that was evergreen forest for a number of years (blue), then was clear cut in 1999 (orange), then began to regrow (yellow). A graph shows the trajectories for a particular location in the clearcut as the years repeat. The dots represent the original data from Landsat; and, the line represents LandTrendr analysis. We move over to the Three Sisters region to show an area of pine forest that becomes infested with bark beetles in 2004. Next, we move to the southern foothills of Mount Hood where a budworm infestation is in progress; around 1991, the worms move on to another area and shrubs start to regrow. Next wemove to the east side of Mount Rainier National Park to see another budworm outbreak followed by shrub regrowth. Finally, we move to the west of Mount Rainier where we can see widespread clear cutting outside of the park, but no clear cutting inside the protected park land.Don't miss this related tour of the region. || ",
    "release_date": "2012-12-07T00:00:00-05:00",
    "update_date": "2024-12-15T00:03:00.207465-05:00",
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        "alt_text": "LandTrendr analysis of the Pacific Northwest. No audio and no graphs.",
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    "main_credits": {
        "Visualizations by": [
            {
                "name": "Greg Shirah",
                "employer": "NASA/GSFC"
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    },
    "progress": "Complete",
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            "description": "This visualization shows a sequence of Landsat-based data in the Pacific Northwest. There is one data set for each year representing an aggregate of the approximate peak of the growing season (around August). The data was created using a sophisticated algorithm called <a href=\"http://landtrendr.forestry.oregonstate.edu/\">LandTrendr</a>. LandTrendr analyzes 'stacks' of Landsat scenes, looking for statistical trends in the data and filtering out noise. The algorithm evaluated data from more than 1,800 Landsat Thematic Mapper images, nearly 1 Terabyte of raw imagery, to define the life histories of each of more than 336 million pixels on the landscape. The resulting trends identify periods of stability and change that are displayed as colors.<p><p>In these false color images, the colors represent types of land; for example, blue areas are forests; orange/yellow areas are agriculture; and, purple areas are urban. Each 'stack' is representative of a Landsat scene. There are 22 stacks stitched together to cover most of the U.S. Pacific Northwest. This processed data is used for science, natural resource management, and education.<p><p>The visualization zooms into the Portland area showing different types of land such as agricultural, urban, and forests. We move south to a region that was evergreen forest for a number of years (blue), then was clear cut in 1999 (orange), then began to regrow (yellow). A graph shows the trajectories for a particular location in the clearcut as the years repeat. The dots represent the original data from Landsat; and, the line represents LandTrendr analysis. We move over to the Three Sisters region to show an area of pine forest that becomes infested with bark beetles in 2004. Next, we move to the southern foothills of Mount Hood where a budworm infestation is in progress; around 1991, the worms move on to another area and shrubs start to regrow. Next we<p>move to the east side of Mount Rainier National Park to see another budworm outbreak followed by shrub regrowth. Finally, we move to the west of Mount Rainier where we can see widespread clear cutting outside of the park, but no clear cutting inside the protected park land.<p><p><hr /><p><b>Don't miss this <a href=\"/4012\">related tour of the region</a>.</b><p></p><hr />",
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            "description": "Color legend",
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                        "id": 469537,
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                        "id": 469538,
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    ],
    "studio": "svs",
    "funding_sources": [
        "ESE"
    ],
    "credits": [
        {
            "role": "Animator",
            "people": [
                {
                    "name": "Greg Shirah",
                    "employer": "NASA/GSFC"
                },
                {
                    "name": "Alex Kekesi",
                    "employer": "Global Science and Technology, Inc."
                },
                {
                    "name": "Horace Mitchell",
                    "employer": "NASA/GSFC"
                }
            ]
        },
        {
            "role": "Producer",
            "people": [
                {
                    "name": "Matthew R. Radcliff",
                    "employer": "USRA"
                }
            ]
        },
        {
            "role": "Scientist",
            "people": [
                {
                    "name": "Robert Kennedy",
                    "employer": "Boston University"
                },
                {
                    "name": "Zhiqiang Yang",
                    "employer": "Oregon State University"
                },
                {
                    "name": "Justin Braaten",
                    "employer": "Oregon State University"
                }
            ]
        },
        {
            "role": "Writer",
            "people": [
                {
                    "name": "Ellen T. Gray",
                    "employer": "ADNET Systems, Inc."
                }
            ]
        }
    ],
    "missions": [
        "Landsat",
        "Shuttle Radar Topography Mission (SRTM)",
        "Terra"
    ],
    "series": [
        "Geophysical Changes Over Time",
        "Landsat",
        "LDCM",
        "Narrated Movies"
    ],
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        {
            "name": "",
            "common_name": "",
            "platform": "Landsat",
            "sensor": null,
            "type": "Other",
            "organizations": [],
            "description": "",
            "credit": "",
            "url": "",
            "date_range": "1984 through 2011"
        },
        {
            "name": "DEM",
            "common_name": "",
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            "sensor": "SIR-C",
            "type": "Other",
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            "description": "",
            "credit": "",
            "url": "",
            "date_range": null
        },
        {
            "name": "Blue Marble: Next Generation",
            "common_name": "BMNG",
            "platform": "Terra and Aqua",
            "sensor": "MODIS",
            "type": "Other",
            "organizations": [],
            "description": "",
            "credit": "The Blue Marble data is courtesy of Reto Stockli (NASA/GSFC).",
            "url": "http://earthobservatory.nasa.gov/Newsroom/BlueMarble/",
            "date_range": null
        },
        {
            "name": "",
            "common_name": "LandTrendr",
            "platform": null,
            "sensor": null,
            "type": "Analysis",
            "organizations": [
                "Oregon State University"
            ],
            "description": "The Landsat satellites have witnessed decades of change on the Earth's surface. Algorithms in LandTrendr",
            "credit": "",
            "url": "http://landtrendr.forestry.oregonstate.edu",
            "date_range": null
        }
    ],
    "nasa_science_categories": [
        "Earth"
    ],
    "keywords": [
        "Earth Science",
        "HDTV",
        "Hyperwall",
        "Land Classification",
        "Land Surface",
        "Land Use/Land Cover",
        "Landsat",
        "Physical geography"
    ],
    "recommended_pages": [],
    "related": [
        {
            "id": 11144,
            "url": "https://svs.gsfc.nasa.gov/11144/",
            "page_type": "Produced Video",
            "title": "The Secret Life Of Forests",
            "description": "Forests in the United States are constantly changing. For four decades NASA and the U.S. Geological Survey's Landsat satellites have kept a steady watch from space, and now scientists are turning yearly data sets into powerful time series that show the evolution of the landscape. In this visualization of false color images taken of the Pacific Northwest from 1984 to 2011, scientists see many different stories. Some are obvious, like the patchwork of logged land that flickers from mature trees (blue) to clear-cut (red) to regrown shrubs (yellow). Some are subtle, like the bark beetle or western spruce budworm infestations (dark red) that pulse across mountainsides. Watch as these and other changes come to life in the video. || ",
            "release_date": "2012-12-11T00:00:00-05:00",
            "update_date": "2023-05-03T13:52:31.915828-04:00",
            "main_image": {
                "id": 469865,
                "url": "https://svs.gsfc.nasa.gov/vis/a010000/a011100/a011144/Cover-1024.jpg",
                "filename": "Cover-1024.jpg",
                "media_type": "Image",
                "alt_text": "A new method of mapping satellite data reveals the hidden stories of forests in the Pacific Northwest.",
                "width": 1024,
                "height": 576,
                "pixels": 589824
            }
        },
        {
            "id": 4012,
            "url": "https://svs.gsfc.nasa.gov/4012/",
            "page_type": "Visualization",
            "title": "Life Histories from Landsat: 25 Years in the Pacific Northwest Forest — North/South Tour",
            "description": "This visualization shows a sequence of Landsat-based data in the Pacific Northwest. There is one data set for each year representing an aggregate of the approximate peak of the growing season (around August). The data was created using a sophisticated algorithm called LandTrendr. LandTrendr analyzes 'stacks' of Landsat scenes, looking for statistical trends in the data and filtering out noise. The algorithm evaluated data from more than 1,800 Landsat Thematic Mapper images, nearly 1 Terabyte of raw imagery, to define the life histories of each of more than 336 million pixels on the landscape. The resulting trends identify periods of stability and change that are displayed as colors.In these false color images, the colors represent types of land; for example, blue areas are forests; orange/yellow areas are agriculture; and, purple areas are urban. Each 'stack' is representative of a Landsat scene. There are 22 stacks stitched together to cover most of the U.S. Pacific Northwest. This processed data is used for science, natural resource management, and education.We move in to the southwest corner of the data set near Redwood National Park and proceed on a slow tour through a portion of the data set. Time loops from 1984 through 2011 as we move. We move over to Mount Shasta, then up the Cascade Range, passing Crater Lake National Park, the Three Sisters, Mount Jefferson, Mount Hood, Mount Saint Helens, Mount Adams, Mount Rainier, Mount Baker, and the North Cascades National Park. Next we move west over Seattle and pass over Olympic National Park, then we head back south down the Willamette Valley back to Redwood National Park.Don't miss this related narrated visualization || ",
            "release_date": "2012-12-07T00:00:00-05:00",
            "update_date": "2023-05-03T13:52:32.320715-04:00",
            "main_image": {
                "id": 470247,
                "url": "https://svs.gsfc.nasa.gov/vis/a000000/a004000/a004012/landtrendr_tour02.14000.jpg",
                "filename": "landtrendr_tour02.14000.jpg",
                "media_type": "Image",
                "alt_text": "A tour of LandTrendr-processed Landsat data from Redwood National Park to Mount Shasta, up the Cascade Range, over to the Olympic Peninsula, and back down to Redwood National Park.",
                "width": 1920,
                "height": 1080,
                "pixels": 2073600
            }
        }
    ],
    "sources": [],
    "products": [],
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}