{
"id": 3291,
"url": "https://svs.gsfc.nasa.gov/3291/",
"page_type": "Visualization",
"title": "National Map Showing Habitat Suitability for Tamarisk Invasion",
"description": "The spread of invasive species is one of the most daunting environmental, economic, and human-health problems facing the United States and the World today. It is one of several grand challenge environmental problems being addressed by NASA's Science Mission Directorate through a national application partnership with the US Geological Survey. NASA and USGS are working together to develop a National Invasive Species Forecasting System (ISFS) for the management and control of invasive species on Department of Interior and adjacent lands. The system provides a framework for using USGS's early detection and monitoring protocols and predictive models to process MODIS, ETM+, ASTER and commercial remote sensing data, to create on-demand, regional-scale assessments of invasive species likely habitats.Recent work on the Invasive Species Forecasting System (ISFS) project has shown the importance of remotely-sensed time-series data in geostatistical models for mapping the distribution of Tamarisk and other invasive plant species. This video shows the habitat suitability for a Tamarisk invasion in the continental United States. Red indicates areas that are highly suitable and yellow indicates areas which are less suitable. Texas, New Mexico, and Nevada are the most highly suitable states. Utah and Arizona have the next greatest risk. California, Arizona, Montana, Colorado, Oregon, Ohio, Wyoming, and Florida also have a significant risk. || ",
"release_date": "2006-02-15T00:00:00-05:00",
"update_date": "2023-05-03T13:55:56.242862-04:00",
"main_image": {
"id": 511414,
"url": "https://svs.gsfc.nasa.gov/vis/a000000/a003200/a003291/risk.0420_web.png",
"filename": "risk.0420_web.png",
"media_type": "Image",
"alt_text": "National map produced in August 2005 showing habitat suitability for tamarisk invasion.\nThe states that have the most suitable habitat for Tamarisk are highlighted.",
"width": 320,
"height": 216,
"pixels": 69120
},
"main_video": {
"id": 511423,
"url": "https://svs.gsfc.nasa.gov/vis/a000000/a003200/a003291/StatesAtRisk.webmhd.webm",
"filename": "StatesAtRisk.webmhd.webm",
"media_type": "Movie",
"alt_text": "National map produced in August 2005 showing habitat suitability for tamarisk invasion.\nThe states that have the most suitable habitat for Tamarisk are highlighted.",
"width": 960,
"height": 540,
"pixels": 518400
},
"main_credits": {
"Visualizations by": [
{
"name": "Lori Perkins",
"employer": "NASA/GSFC"
}
]
},
"progress": "Complete",
"media_groups": [
{
"id": 358049,
"url": "https://svs.gsfc.nasa.gov/3291/#media_group_358049",
"widget": "Basic text with HTML",
"title": "",
"caption": "",
"description": "The spread of invasive species is one of the most daunting environmental, economic, and human-health problems facing the United States and the World today. It is one of several grand challenge environmental problems being addressed by NASA's Science Mission Directorate through a national application partnership with the US Geological Survey. NASA and USGS are working together to develop a National Invasive Species Forecasting System (ISFS) for the management and control of invasive species on Department of Interior and adjacent lands. The system provides a framework for using USGS's early detection and monitoring protocols and predictive models to process MODIS, ETM+, ASTER and commercial remote sensing data, to create on-demand, regional-scale assessments of invasive species likely habitats.
Recent work on the Invasive Species Forecasting System (ISFS) project has shown the importance of remotely-sensed time-series data in geostatistical models for mapping the distribution of Tamarisk and other invasive plant species. This video shows the habitat suitability for a Tamarisk invasion in the continental United States. Red indicates areas that are highly suitable and yellow indicates areas which are less suitable. Texas, New Mexico, and Nevada are the most highly suitable states. Utah and Arizona have the next greatest risk. California, Arizona, Montana, Colorado, Oregon, Ohio, Wyoming, and Florida also have a significant risk.",
"items": [],
"extra_data": {}
},
{
"id": 358050,
"url": "https://svs.gsfc.nasa.gov/3291/#media_group_358050",
"widget": "Video player",
"title": "",
"caption": "",
"description": "National map produced in August 2005 showing habitat suitability for tamarisk invasion.\nThe states that have the most suitable habitat for Tamarisk are highlighted.",
"items": [
{
"id": 356600,
"type": "media",
"extra_data": null,
"title": null,
"caption": null,
"instance": {
"id": 511422,
"url": "https://svs.gsfc.nasa.gov/vis/a000000/a003200/a003291/riskpr.0420.jpg",
"filename": "riskpr.0420.jpg",
"media_type": "Image",
"alt_text": "National map produced in August 2005 showing habitat suitability for tamarisk invasion.\nThe states that have the most suitable habitat for Tamarisk are highlighted.",
"width": 960,
"height": 720,
"pixels": 691200
}
},
{
"id": 356591,
"type": "media",
"extra_data": null,
"title": null,
"caption": null,
"instance": {
"id": 511414,
"url": "https://svs.gsfc.nasa.gov/vis/a000000/a003200/a003291/risk.0420_web.png",
"filename": "risk.0420_web.png",
"media_type": "Image",
"alt_text": "National map produced in August 2005 showing habitat suitability for tamarisk invasion.\nThe states that have the most suitable habitat for Tamarisk are highlighted.",
"width": 320,
"height": 216,
"pixels": 69120
}
},
{
"id": 356592,
"type": "media",
"extra_data": null,
"title": null,
"caption": null,
"instance": {
"id": 511415,
"url": "https://svs.gsfc.nasa.gov/vis/a000000/a003200/a003291/risk.0420_thm.png",
"filename": "risk.0420_thm.png",
"media_type": "Image",
"alt_text": "National map produced in August 2005 showing habitat suitability for tamarisk invasion.\nThe states that have the most suitable habitat for Tamarisk are highlighted.",
"width": 80,
"height": 40,
"pixels": 3200
}
},
{
"id": 356599,
"type": "media",
"extra_data": null,
"title": null,
"caption": null,
"instance": {
"id": 511421,
"url": "https://svs.gsfc.nasa.gov/vis/a000000/a003200/a003291/risk.0420_searchweb.png",
"filename": "risk.0420_searchweb.png",
"media_type": "Image",
"alt_text": "National map produced in August 2005 showing habitat suitability for tamarisk invasion.\nThe states that have the most suitable habitat for Tamarisk are highlighted.",
"width": 320,
"height": 180,
"pixels": 57600
}
},
{
"id": 356595,
"type": "media",
"extra_data": null,
"title": null,
"caption": null,
"instance": {
"id": 511418,
"url": "https://svs.gsfc.nasa.gov/vis/a000000/a003200/a003291/riskpr.0420.tif",
"filename": "riskpr.0420.tif",
"media_type": "Image",
"alt_text": "National map produced in August 2005 showing habitat suitability for tamarisk invasion.\nThe states that have the most suitable habitat for Tamarisk are highlighted.",
"width": 960,
"height": 720,
"pixels": 691200
}
},
{
"id": 356598,
"type": "media",
"extra_data": null,
"title": null,
"caption": null,
"instance": {
"id": 511423,
"url": "https://svs.gsfc.nasa.gov/vis/a000000/a003200/a003291/StatesAtRisk.webmhd.webm",
"filename": "StatesAtRisk.webmhd.webm",
"media_type": "Movie",
"alt_text": "National map produced in August 2005 showing habitat suitability for tamarisk invasion.\nThe states that have the most suitable habitat for Tamarisk are highlighted.",
"width": 960,
"height": 540,
"pixels": 518400
}
},
{
"id": 356590,
"type": "media",
"extra_data": null,
"title": null,
"caption": null,
"instance": {
"id": 511413,
"url": "https://svs.gsfc.nasa.gov/vis/a000000/a003200/a003291/frames/720x486_4x3_29.97p/",
"filename": "720x486_4x3_29.97p",
"media_type": "Frames",
"alt_text": "National map produced in August 2005 showing habitat suitability for tamarisk invasion.\nThe states that have the most suitable habitat for Tamarisk are highlighted.",
"width": 720,
"height": 486,
"pixels": 349920
}
},
{
"id": 356593,
"type": "media",
"extra_data": null,
"title": null,
"caption": null,
"instance": {
"id": 511416,
"url": "https://svs.gsfc.nasa.gov/vis/a000000/a003200/a003291/StatesAtRisk.mpg",
"filename": "StatesAtRisk.mpg",
"media_type": "Movie",
"alt_text": "National map produced in August 2005 showing habitat suitability for tamarisk invasion.\nThe states that have the most suitable habitat for Tamarisk are highlighted.",
"width": 720,
"height": 480,
"pixels": 345600
}
},
{
"id": 356594,
"type": "media",
"extra_data": null,
"title": null,
"caption": null,
"instance": {
"id": 511417,
"url": "https://svs.gsfc.nasa.gov/vis/a000000/a003200/a003291/a003291.m2v",
"filename": "a003291.m2v",
"media_type": "Movie",
"alt_text": "National map produced in August 2005 showing habitat suitability for tamarisk invasion.\nThe states that have the most suitable habitat for Tamarisk are highlighted.",
"width": 720,
"height": 480,
"pixels": 345600
}
},
{
"id": 356597,
"type": "media",
"extra_data": null,
"title": null,
"caption": null,
"instance": {
"id": 511420,
"url": "https://svs.gsfc.nasa.gov/vis/a000000/a003200/a003291/a003291.mp4",
"filename": "a003291.mp4",
"media_type": "Movie",
"alt_text": "National map produced in August 2005 showing habitat suitability for tamarisk invasion.\nThe states that have the most suitable habitat for Tamarisk are highlighted.",
"width": 640,
"height": 480,
"pixels": 307200
}
},
{
"id": 356596,
"type": "media",
"extra_data": null,
"title": null,
"caption": null,
"instance": {
"id": 511419,
"url": "https://svs.gsfc.nasa.gov/vis/a000000/a003200/a003291/a003291_320.m1v",
"filename": "a003291_320.m1v",
"media_type": "Movie",
"alt_text": "National map produced in August 2005 showing habitat suitability for tamarisk invasion.\nThe states that have the most suitable habitat for Tamarisk are highlighted.",
"width": 320,
"height": 240,
"pixels": 76800
}
}
],
"extra_data": {}
},
{
"id": 358051,
"url": "https://svs.gsfc.nasa.gov/3291/#media_group_358051",
"widget": "Single image",
"title": "",
"caption": "",
"description": "Suitability Colorbar",
"items": [
{
"id": 356601,
"type": "media",
"extra_data": null,
"title": null,
"caption": null,
"instance": {
"id": 511424,
"url": "https://svs.gsfc.nasa.gov/vis/a000000/a003200/a003291/aug2005bar.png",
"filename": "aug2005bar.png",
"media_type": "Image",
"alt_text": "Suitability Colorbar",
"width": 320,
"height": 90,
"pixels": 28800
}
}
],
"extra_data": {}
},
{
"id": 358052,
"url": "https://svs.gsfc.nasa.gov/3291/#media_group_358052",
"widget": "Single image",
"title": "",
"caption": "",
"description": " National map produced in August 2005 showing habitat suitability for tamarisk invasion. ",
"items": [
{
"id": 356604,
"type": "media",
"extra_data": null,
"title": null,
"caption": null,
"instance": {
"id": 511427,
"url": "https://svs.gsfc.nasa.gov/vis/a000000/a003200/a003291/riskpr.0329.jpg",
"filename": "riskpr.0329.jpg",
"media_type": "Image",
"alt_text": " National map produced in August 2005 showing habitat suitability for tamarisk invasion. ",
"width": 960,
"height": 720,
"pixels": 691200
}
},
{
"id": 356603,
"type": "media",
"extra_data": null,
"title": null,
"caption": null,
"instance": {
"id": 511426,
"url": "https://svs.gsfc.nasa.gov/vis/a000000/a003200/a003291/riskpr.0329_web.png",
"filename": "riskpr.0329_web.png",
"media_type": "Image",
"alt_text": " National map produced in August 2005 showing habitat suitability for tamarisk invasion. ",
"width": 320,
"height": 240,
"pixels": 76800
}
},
{
"id": 356602,
"type": "media",
"extra_data": null,
"title": null,
"caption": null,
"instance": {
"id": 511425,
"url": "https://svs.gsfc.nasa.gov/vis/a000000/a003200/a003291/riskpr.0329.tif",
"filename": "riskpr.0329.tif",
"media_type": "Image",
"alt_text": " National map produced in August 2005 showing habitat suitability for tamarisk invasion. ",
"width": 960,
"height": 720,
"pixels": 691200
}
}
],
"extra_data": {}
},
{
"id": 358053,
"url": "https://svs.gsfc.nasa.gov/3291/#media_group_358053",
"widget": "Single image",
"title": "",
"caption": "",
"description": "The three states with the highest percentage of 'Highly Suitable' habitat areas are Texas at 30.11%, New Mexico at 13.55% and Nevada at 12.97%.",
"items": [
{
"id": 356607,
"type": "media",
"extra_data": null,
"title": null,
"caption": null,
"instance": {
"id": 511430,
"url": "https://svs.gsfc.nasa.gov/vis/a000000/a003200/a003291/riskpr.0360.jpg",
"filename": "riskpr.0360.jpg",
"media_type": "Image",
"alt_text": "The three states with the highest percentage of 'Highly Suitable' habitat areas are Texas at 30.11%, New Mexico at 13.55% and Nevada at 12.97%.",
"width": 960,
"height": 720,
"pixels": 691200
}
},
{
"id": 356606,
"type": "media",
"extra_data": null,
"title": null,
"caption": null,
"instance": {
"id": 511429,
"url": "https://svs.gsfc.nasa.gov/vis/a000000/a003200/a003291/riskpr.0360_web.png",
"filename": "riskpr.0360_web.png",
"media_type": "Image",
"alt_text": "The three states with the highest percentage of 'Highly Suitable' habitat areas are Texas at 30.11%, New Mexico at 13.55% and Nevada at 12.97%.",
"width": 320,
"height": 240,
"pixels": 76800
}
},
{
"id": 356605,
"type": "media",
"extra_data": null,
"title": null,
"caption": null,
"instance": {
"id": 511428,
"url": "https://svs.gsfc.nasa.gov/vis/a000000/a003200/a003291/riskpr.0360.tif",
"filename": "riskpr.0360.tif",
"media_type": "Image",
"alt_text": "The three states with the highest percentage of 'Highly Suitable' habitat areas are Texas at 30.11%, New Mexico at 13.55% and Nevada at 12.97%.",
"width": 960,
"height": 720,
"pixels": 691200
}
}
],
"extra_data": {}
},
{
"id": 358054,
"url": "https://svs.gsfc.nasa.gov/3291/#media_group_358054",
"widget": "Single image",
"title": "",
"caption": "",
"description": "Here are the states which have more than 1% of the state's total area classified as 'Highly Suitable'. The states with the most risk are Texas ( 30.11%), New Mexico ( 13.55%), Nevada ( 12.97%),\nUtah ( 8.34%), and Arizona (8.24%).",
"items": [
{
"id": 356610,
"type": "media",
"extra_data": null,
"title": null,
"caption": null,
"instance": {
"id": 511433,
"url": "https://svs.gsfc.nasa.gov/vis/a000000/a003200/a003291/riskpr.0390.jpg",
"filename": "riskpr.0390.jpg",
"media_type": "Image",
"alt_text": "Here are the states which have more than 1% of the state's total area classified as 'Highly Suitable'. The states with the most risk are Texas ( 30.11%), New Mexico ( 13.55%), Nevada ( 12.97%),\nUtah ( 8.34%), and Arizona (8.24%).",
"width": 960,
"height": 720,
"pixels": 691200
}
},
{
"id": 356609,
"type": "media",
"extra_data": null,
"title": null,
"caption": null,
"instance": {
"id": 511432,
"url": "https://svs.gsfc.nasa.gov/vis/a000000/a003200/a003291/riskpr.0390_web.png",
"filename": "riskpr.0390_web.png",
"media_type": "Image",
"alt_text": "Here are the states which have more than 1% of the state's total area classified as 'Highly Suitable'. The states with the most risk are Texas ( 30.11%), New Mexico ( 13.55%), Nevada ( 12.97%),\nUtah ( 8.34%), and Arizona (8.24%).",
"width": 320,
"height": 240,
"pixels": 76800
}
},
{
"id": 356608,
"type": "media",
"extra_data": null,
"title": null,
"caption": null,
"instance": {
"id": 511431,
"url": "https://svs.gsfc.nasa.gov/vis/a000000/a003200/a003291/riskpr.0390.tif",
"filename": "riskpr.0390.tif",
"media_type": "Image",
"alt_text": "Here are the states which have more than 1% of the state's total area classified as 'Highly Suitable'. The states with the most risk are Texas ( 30.11%), New Mexico ( 13.55%), Nevada ( 12.97%),\nUtah ( 8.34%), and Arizona (8.24%).",
"width": 960,
"height": 720,
"pixels": 691200
}
}
],
"extra_data": {}
}
],
"studio": "svs",
"funding_sources": [
"PAO"
],
"credits": [
{
"role": "Animator",
"people": [
{
"name": "Lori Perkins",
"employer": "NASA/GSFC"
}
]
},
{
"role": "Scientist",
"people": [
{
"name": "Jeffrey Morisette",
"employer": "NASA/GSFC"
},
{
"name": "Jeff Pedelty",
"employer": "NASA/GSFC"
}
]
}
],
"missions": [
"Landsat",
"Terra"
],
"series": [
"Invasive Species Forecasting System"
],
"tapes": [],
"papers": [
"http://www.nasa.gov/home/hqnews/2006/feb/HQ_06063_Invasive_species.html",
"http://www.nasa.gov/home/hqnews/2006/feb/HQ_06063_Invasive_species.html"
],
"datasets": [
{
"name": "",
"common_name": "",
"platform": "Aqua",
"sensor": "MODIS",
"type": "Other",
"organizations": [],
"description": "",
"credit": "",
"url": "",
"date_range": "08/2005"
},
{
"name": "",
"common_name": "",
"platform": "Landsat-7",
"sensor": "ETM+",
"type": "Other",
"organizations": [],
"description": "",
"credit": "",
"url": "http://landsat.gsfc.nasa.gov/about/wrs.html",
"date_range": "08/2005"
},
{
"name": "",
"common_name": "",
"platform": "NOAA",
"sensor": "AVHRR",
"type": "Other",
"organizations": [],
"description": "",
"credit": "",
"url": "",
"date_range": "08/2005"
},
{
"name": "",
"common_name": "",
"platform": "Terra",
"sensor": "MODIS",
"type": "Other",
"organizations": [],
"description": "",
"credit": "",
"url": "",
"date_range": "08/2005"
}
],
"nasa_science_categories": [
"Earth"
],
"keywords": [
"arizona",
"Biosphere",
"California",
"Colorado",
"Earth Science",
"Ecological Dynamics",
"Florida",
"Invasive Species",
"Location",
"Montana",
"NDVI",
"Nevada",
"New Mexico",
"Ohio",
"Oregon",
"Texas",
"Time Series",
"United States Of America",
"Utah",
"Wyoming"
],
"recommended_pages": [],
"related": [],
"sources": [],
"products": [],
"newer_versions": [],
"older_versions": [],
"alternate_versions": []
}