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snippet: Fire perimeters for the Guatamala Fires April/May 2020 derived by machine learning.
summary: Fire perimeters for the Guatamala Fires April/May 2020 derived by machine learning.
extent: [[-91.022288243,16.9518579690001],[-89.8036929639999,17.8118579690001]]
accessInformation: NASA, NSF
thumbnail: thumbnail/thumbnail.png
typeKeywords: ["Data","Service","Map Service","ArcGIS Server"]
description: <DIV STYLE="text-align:Left;"><DIV><DIV><P><SPAN STYLE="font-weight:bold;">Dates of Imagery:</SPAN></P><P><SPAN>4/1/20 to 5/5/20</SPAN></P><P><SPAN STYLE="font-weight:bold;">Date of Next Image:</SPAN><SPAN>None expected</SPAN></P><P><SPAN STYLE="font-weight:bold;">Summary:</SPAN></P><P><SPAN /><SPAN>The support vector machine method is used to process Active Fires L2 satellite data to estimate the fire evolution. A unique visualization of the fire detections shows how the size of the pixel depends on the product and the scan angle. The confidence level and FRP are also used to illustrate the pixels. Hotspot fire detections and clear ground observations are used to drive the machine learning technique and draw fire perimeters at different times. </SPAN></P><P><SPAN /></P><P><SPAN STYLE="font-weight:bold;">Suggested Usage:</SPAN></P><P><SPAN>Tracking fire perimeters and initialization and data assimilation for fire modeling.</SPAN></P><P><SPAN /></P><P><SPAN STYLE="font-weight:bold;">Satellite/Sensor:</SPAN></P><P><SPAN>L2 Active Fires data from MODIS and VIIRS satellites (MOD14, MYD14, and VNP14).</SPAN></P><P><SPAN /></P><P><SPAN STYLE="font-weight:bold;">Resolution:</SPAN></P><P><SPAN>750m to 1km</SPAN></P><P><SPAN /></P><P><SPAN STYLE="font-weight:bold;">Credits:</SPAN></P><P><SPAN>NASA, NSF</SPAN></P><P><SPAN /></P><P><SPAN STYLE="font-weight:bold;">ESRI REST Endpoint:</SPAN></P><P><SPAN>See URL section on the right side of page.</SPAN></P><P><SPAN /></P><P><SPAN STYLE="font-weight:bold;">WMS Endpoint:</SPAN></P><P><SPAN /></P></DIV></DIV></DIV>
licenseInfo: <DIV STYLE="text-align:Left;"><DIV><P><SPAN>NASA data and products are freely available to federal, state, public, non-profit and commercial users. This information can be experimental- or research-grade data products and may not be appropriate for operational use. These NASA data products, services, and the Disasters Mapping Portal are intended to aid decision makers and enhance situational awareness, but these data are not guaranteed to be consistently available or routinely updated. Please cite the information according to the direction provided in the metadata.</SPAN></P></DIV></DIV>
catalogPath:
title: fire_perimeters.mxd
type: Map Service
url:
tags: ["NASA","NASA Disasters Program","Fire","Fires","Wildfire","Wildfires","Perimeter","Guatemala","2020"]
culture: en-US
name: fire_perimeters
guid: F3E33187-FDD2-4EF2-B5E9-EB35CCFE6047
spatialReference: GCS_WGS_1984