<?xml version='1.0' encoding='UTF-8'?>
<metadata xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
  <idinfo>
    <citation>
      <citeinfo>
        <origin>Dennis M. Staley</origin>
        <origin>Jason W. Kean</origin>
        <origin>Jaime Kostelnik</origin>
        <origin>Jonathan M. King</origin>
        <origin>Eric S. Jones</origin>
        <origin>Robert G. Schmitt</origin>
        <origin>Francis K. Rengers</origin>
        <origin>Matthew A. Thomas</origin>
        <origin>Jacquelyn Negri</origin>
        <pubdate>20260127</pubdate>
        <title>2022 Post-Wildfire Debris-Flow Hazard Assessments</title>
        <geoform>vector digital data</geoform>
        <onlink>https://doi.org/10.5066/P142R8E2</onlink>
      </citeinfo>
    </citation>
    <descript>
      <abstract>Wildfire can substantially alter the hydrologic response of watersheds to rainfall, and debris-flow activity is among the most destructive consequences of these events. To assist federal, state, and local agencies in planning for postfire hazards, the U.S. Geological Survey (USGS) conducts debris-flow hazard assessments for recent wildfires. This page holds all postfire debris-flow hazard assessments produced by the USGS during 2022. Each hazard assessment is provided as an attached zip archive. The zip archives follow the naming convention &lt;fire&gt;_&lt;start date&gt;_&lt;id&gt;.zip, where &lt;fire&gt; is the name of the fire event, &lt;start date&gt; is the date the fire started, and &lt;id&gt; is the fire ID used by legacy distribution tools.

Each assessment maps the modeled likelihood, potential volume, and combined hazard of debris flows across the burn area for a series of design rainstorms. Each assessment also include estimates of the rainfall rates required to trigger debris flows. These results are generally representative of the conditions immediately after the fire. Assessment results are provided as Shapefiles, and each assessment includes one or more README files documenting the provided Shapefiles and relevant data fields. All assessments include a README named "PostFireDFEstimates_README.pdf", which describes fields that report hazard modeling results for various design storms. Some assessments also include a README named "PostFireDFThresholdEstimates_README.pdf", which describes fields that report the rainfall thresholds needed to trigger debris flows for various design probability levels. Each assessment also includes a pdf image named "image.pdf" that maps the combined hazard results for a selected design rainstorm.

Although the README files are mostly accurate, they have several known issues. First, many assessment datasets include files and/or data fields not described in their associated READMEs. These extra fields are processing artifacts of the hazard modeling algorithm, so do not represent relevant results. Second, all fields described by the READMEs have been truncated to 10 characters in the data tables. Third, all README fields that begin with "M1_X" instead begin with "L_X" in the data tables. Fourth, the field named "M1_R" in the READMEs is named "R" in the data tables.

Assessments were produced by USGS personnel running legacy codebases designed to implement:

* The "M1" debris-flow likelihood model of Staley and others (2017)
* The "emergency" potential sediment volume model of Gartner and others (2014) 
* The debris-flow combined hazard classification scheme of Cannon and others (2010)

Operational personnel may have modified stream network delineation and modeling parameters in order to ensure quality.

References:

Cannon, S.H., Gartner, J.E., Rupert, M.G., Michael, J.A., Rea, A.H., and Parrett, C., 2010, Predicting the probability and volume of postwildfire debris flows in the intermountain western United States: Geological Society of America Bulletin, v. 122, no. 1-2, p. 127-144, https://doi.org/10.1130/B26459.1.

Gartner, J.E., Cannon, S.H., and Santi, P.M., 2014, Empirical models for predicting volumes of sediment deposited by debris flows and sediment-laden floods in the transverse ranges of southern California: Engineering Geology, v. 176, p. 45-56, https://doi.org/10.1016/j.enggeo.2014.04.008.

Staley, D.M., Negri, J.A., Kean, J.W., Laber, J.L., Tillery, A.C., and Youberg, A.M., 2017,  Prediction of spatially explicit rainfall intensity–duration thresholds for post-fire debris-flow generation in the western United States: Geomorphology, v. 278, p. 149-162, https://doi.org/10.1016/j.geomorph.2016.10.019.</abstract>
      <purpose>These assessments were produced in response to elevated debris-flow hazards following wildfire events, and were intended to assist federal, state, and local agencies in planning for postfire hazards.</purpose>
    </descript>
    <timeperd>
      <timeinfo>
        <rngdates>
          <begdate>20220121</begdate>
          <enddate>20220910</enddate>
        </rngdates>
      </timeinfo>
      <current>ground condition</current>
    </timeperd>
    <status>
      <progress>Complete</progress>
      <update>None planned</update>
    </status>
    <spdom>
      <bounding>
        <westbc>-123.6000</westbc>
        <eastbc>-104.9800</eastbc>
        <northbc>48.9800</northbc>
        <southbc>31.9200</southbc>
      </bounding>
    </spdom>
    <keywords>
      <theme>
        <themekt>ISO 19115 Topic Category</themekt>
        <themekey>geoscientificInformation</themekey>
      </theme>
      <theme>
        <themekt>USGS information products</themekt>
        <themekey>data release</themekey>
      </theme>
      <theme>
        <themekt>USGS Thesaurus</themekt>
        <themekey>landslides</themekey>
        <themekey>hazards</themekey>
        <themekey>fires</themekey>
        <themekey>maps and atlases</themekey>
        <themekey>landslide susceptibility assessment</themekey>
        <themekey>hazard preparedness</themekey>
        <themekey>mathematical modeling</themekey>
      </theme>
      <theme>
        <themekt>USGS Metadata Identifier</themekt>
        <themekey>USGS:68bb4323d4be025329aa1c18</themekey>
      </theme>
      <place>
        <placekt>Common geographic areas</placekt>
        <placekey>United States</placekey>
        <placekey>North America</placekey>
      </place>
    </keywords>
    <accconst>No access constraints. Please see 'Distribution Information' for details.</accconst>
    <useconst>These data are marked with a Creative Commons Zero v1.0 Universal (CC0-1.0) public domain dedication and do not have any use constraints. Users are advised to read the dataset's metadata thoroughly to understand appropriate use and data limitations.</useconst>
    <ptcontac>
      <cntinfo>
        <cntorgp>
          <cntorg>U.S. Geological Survey, Landslide Hazards Program</cntorg>
          <cntper>GHSC Data Steward</cntper>
        </cntorgp>
        <cntpos>GHSC Data Steward</cntpos>
        <cntaddr>
          <addrtype>mailing and physical</addrtype>
          <address>1711 Illinois St</address>
          <city>Golden</city>
          <state>CO</state>
          <postal>80401</postal>
          <country>US</country>
        </cntaddr>
        <cntvoice>3032738500</cntvoice>
        <cntemail>ghsc_metadata@usgs.gov</cntemail>
      </cntinfo>
    </ptcontac>
    <datacred>BAER, GTAC, and EROS supported the collection of input datasets used to implement the hazard models.</datacred>
  </idinfo>
  <dataqual>
    <attracc>
      <attraccr>Assessments were reviewed by USGS personnel prior to publication. Personnel may have modified stream network delineation and modeling parameters in order to ensure quality.</attraccr>
    </attracc>
    <logic>No formal logical tests were performed.</logic>
    <complete>This collection represents all postfire debris-flow hazard assessments released by the U.S. Geological Survey Landslide Hazards Program during 2022.</complete>
    <lineage>
      <srcinfo>
        <srccite>
          <citeinfo>
            <origin>Provided by collaborators at BAER, GTAC, and/or EROS</origin>
            <pubdate>20130101</pubdate>
            <title>Fire Perimeter</title>
            <geoform>vector digital data</geoform>
          </citeinfo>
        </srccite>
        <typesrc>Digital and/or Hardcopy</typesrc>
        <srctime>
          <timeinfo>
            <rngdates>
              <begdate>20130101</begdate>
              <enddate>20231231</enddate>
            </rngdates>
          </timeinfo>
          <srccurr>See Supplemental Info</srccurr>
        </srctime>
        <srccitea>perimeter</srccitea>
        <srccontr>Used to define the burn area</srccontr>
      </srcinfo>
      <srcinfo>
        <srccite>
          <citeinfo>
            <origin>USGS National Map 1/3rd arc-second DEM</origin>
            <pubdate>20130101</pubdate>
            <title>Digital Elevation Model</title>
            <geoform>raster digital data</geoform>
          </citeinfo>
        </srccite>
        <typesrc>Digital and/or Hardcopy</typesrc>
        <srctime>
          <timeinfo>
            <rngdates>
              <begdate>20130101</begdate>
              <enddate>20231231</enddate>
            </rngdates>
          </timeinfo>
          <srccurr>See Supplemental Info</srccurr>
        </srctime>
        <srccitea>dem</srccitea>
        <srccontr>Used to compute flow pathways, slopes, and vertical relief.</srccontr>
      </srcinfo>
      <srcinfo>
        <srccite>
          <citeinfo>
            <origin>Provided by collaborators at BAER, GTAC, and/or EROS</origin>
            <pubdate>20130101</pubdate>
            <title>Differenced Normalized Burn Ratio</title>
            <geoform>raster digital data</geoform>
          </citeinfo>
        </srccite>
        <typesrc>Digital and/or Hardcopy</typesrc>
        <srctime>
          <timeinfo>
            <rngdates>
              <begdate>20130101</begdate>
              <enddate>20231231</enddate>
            </rngdates>
          </timeinfo>
          <srccurr>See Supplemental Info</srccurr>
        </srctime>
        <srccitea>dnbr</srccitea>
        <srccontr>Used to inform debris-flow likelihood models.</srccontr>
      </srcinfo>
      <srcinfo>
        <srccite>
          <citeinfo>
            <origin>Provided by collaborators at BAER, GTAC, and/or EROS</origin>
            <pubdate>20130101</pubdate>
            <title>Soil burn severity</title>
            <geoform>raster digital data</geoform>
          </citeinfo>
        </srccite>
        <typesrc>Digital and/or Hardcopy</typesrc>
        <srctime>
          <timeinfo>
            <rngdates>
              <begdate>20130101</begdate>
              <enddate>20231231</enddate>
            </rngdates>
          </timeinfo>
          <srccurr>See Supplemental Info</srccurr>
        </srctime>
        <srccitea>severity</srccitea>
        <srccontr>Informs network delineation, debris-flow likelihood models, and volume models.</srccontr>
      </srcinfo>
      <srcinfo>
        <srccite>
          <citeinfo>
            <origin>STATSGO KFFACT</origin>
            <pubdate>19950901</pubdate>
            <title>Soil KF-factors</title>
            <geoform>vector digital data</geoform>
          </citeinfo>
        </srccite>
        <typesrc>Digital and/or Hardcopy</typesrc>
        <srctime>
          <timeinfo>
            <rngdates>
              <begdate>20130101</begdate>
              <enddate>20231231</enddate>
            </rngdates>
          </timeinfo>
          <srccurr>See Supplemental Info</srccurr>
        </srctime>
        <srccitea>kf</srccitea>
        <srccontr>Used to inform debris-flow likelihood models.</srccontr>
      </srcinfo>
      <srcinfo>
        <srccite>
          <citeinfo>
            <origin>LANDFIRE</origin>
            <pubdate>20160101</pubdate>
            <title>Existing Vegetation Type</title>
            <geoform>raster digital data</geoform>
          </citeinfo>
        </srccite>
        <typesrc>Digital and/or Hardcopy</typesrc>
        <srctime>
          <timeinfo>
            <rngdates>
              <begdate>20130101</begdate>
              <enddate>20231231</enddate>
            </rngdates>
          </timeinfo>
          <srccurr>See Supplemental Info</srccurr>
        </srctime>
        <srccitea>evt</srccitea>
        <srccontr>Informs network delineation.</srccontr>
      </srcinfo>
      <srcinfo>
        <srccite>
          <citeinfo>
            <origin>Los Angeles County</origin>
            <pubdate>20130101</pubdate>
            <title>Debris Retainment Features</title>
            <geoform>vector digital data</geoform>
          </citeinfo>
        </srccite>
        <typesrc>Digital and/or Hardcopy</typesrc>
        <srctime>
          <timeinfo>
            <rngdates>
              <begdate>20130101</begdate>
              <enddate>20231231</enddate>
            </rngdates>
          </timeinfo>
          <srccurr>See Supplemental Info</srccurr>
        </srctime>
        <srccitea>retainments</srccitea>
        <srccontr>Informs network delineation.</srccontr>
      </srcinfo>
      <procstep>
        <procdesc>Assessments were produced by USGS personnel running legacy codebases designed to implement:

* The "M1" debris-flow likelihood model of Staley and others (2017)
* The "emergency" potential sediment volume model of Gartner and others (2014) 
* The debris-flow combined hazard classification scheme of Cannon and others (2010)

Operational personnel may have modified stream network delineation and modeling parameters in order to ensure quality.

References:

Cannon, S. H., Gartner, J. E., Rupert, M. G., Michael, J. A., Rea, A. H., and Parrett, C. (2010). Predicting the probability and volume of postwildfire debris flows in the intermountain western United States. Bulletin, 122(1-2), 127-144.

Gartner, J. E., Cannon, S. H., and Santi, P. M. (2014). Empirical models for predicting volumes of sediment deposited by debris flows and sediment-laden floods in the transverse ranges of southern California. Engineering Geology, 176, 45-56.

Staley, D. M., Negri, J. A., Kean, J. W., Laber, J. L., Tillery, A. C., and Youberg, A. M. (2017). Prediction of spatially explicit rainfall intensity–duration thresholds for post-fire debris-flow generation in the western United States. Geomorphology, 278, 149-162.</procdesc>
        <srcused>perimeter</srcused>
        <srcused>dem</srcused>
        <srcused>dnbr</srcused>
        <srcused>severity</srcused>
        <srcused>kf</srcused>
        <srcused>evt</srcused>
        <srcused>retainments</srcused>
        <procdate>20220121</procdate>
        <proccont>
          <cntinfo>
            <cntperp>
              <cntper>Dennis M Staley</cntper>
              <cntorg>USGS - ALASKA REGION</cntorg>
            </cntperp>
            <cntpos>Research Physical Scientist</cntpos>
            <cntaddr>
              <addrtype>mailing and physical</addrtype>
              <address>Glenn Olds Hall Alaska Pacific University, Alaska Pacific Univ.Grace Hall</address>
              <city>Anchorage</city>
              <state>AK</state>
              <postal>99508</postal>
            </cntaddr>
            <cntvoice>907-786-7423</cntvoice>
            <cntemail>dstaley@usgs.gov</cntemail>
          </cntinfo>
        </proccont>
      </procstep>
    </lineage>
  </dataqual>
  <spdoinfo>
    <direct>Vector</direct>
    <ptvctinf>
      <sdtsterm>
        <sdtstype>String</sdtstype>
      </sdtsterm>
    </ptvctinf>
  </spdoinfo>
  <eainfo>
    <detailed>
      <enttyp>
        <enttypl>PostFireDFEstimates_README.pdf</enttypl>
        <enttypd>Documents shapefiles and relevant data fields holding debris-flow likelihood, potential sediment volume, and combined hazard results</enttypd>
        <enttypds>Producer Defined</enttypds>
      </enttyp>
    </detailed>
    <detailed>
      <enttyp>
        <enttypl>PostFireDFThresholdEstimates_README.pdf</enttypl>
        <enttypd>Documents shapefiles and relevant data fields holding rainfall threshold results.</enttypd>
        <enttypds>Producer Defined</enttypds>
      </enttyp>
    </detailed>
    <detailed>
      <enttyp>
        <enttypl>xxxYYYY_ThresholdGuidance_Basin.txt</enttypl>
        <enttypd>Table of median rainfall threshold values for the xxxYYYY fire as calculated over the catchment basins.</enttypd>
        <enttypds>Producer Defined</enttypds>
      </enttyp>
    </detailed>
    <detailed>
      <enttyp>
        <enttypl>xxxYYYY_ThresholdGuidance_Segment.txt</enttypl>
        <enttypd>Table of median rainfall threshold values for the xxxYYYY fire as calculated over the stream segments.</enttypd>
        <enttypds>Producer Defined</enttypds>
      </enttyp>
    </detailed>
    <detailed>
      <enttyp>
        <enttypl>image.pdf</enttypl>
        <enttypd>Static map illustrating combined hazard modeling results for a selected design storm.</enttypd>
        <enttypds>Producer Defined</enttypds>
      </enttyp>
    </detailed>
    <detailed>
      <enttyp>
        <enttypl>xxxYYYY_analysis_extent_feat.shp</enttypl>
        <enttypd>Holds the bounding box of the analysis domain for the xxxYYYY fire.</enttypd>
        <enttypds>Producer Defined</enttypds>
      </enttyp>
    </detailed>
    <detailed>
      <enttyp>
        <enttypl>xxxYYYY_Basin_DFPredictions_DDmin_IImmh.shp</enttypl>
        <enttypd>Catchment basin hazard modeling results for the xxxYYYY fire modeled for a design storm with a peak DD minute rainfall intensity of II millimeters per hour.</enttypd>
        <enttypds>Producer Defined</enttypds>
      </enttyp>
    </detailed>
    <detailed>
      <enttyp>
        <enttypl>xxxYYYY_Basin_RainfallEstimates_DDmin_RainAtP_PP.shp</enttypl>
        <enttypd>Catchment basin rainfall estimates for the xxxYYYY fire over a DD minute interval for a probability level of PP percent.</enttypd>
        <enttypds>Producer Defined</enttypds>
      </enttyp>
    </detailed>
    <detailed>
      <enttyp>
        <enttypl>xxxYYYY_basinpt_feat.shp</enttypl>
        <enttypd>Holds the catchment basin outlet points for the xxxYYYY fire.</enttypd>
        <enttypds>Producer Defined</enttypds>
      </enttyp>
    </detailed>
    <detailed>
      <enttyp>
        <enttypl>xxxYYYY_centroid_feat.shp</enttypl>
        <enttypd>Holds the centroid of the fire perimeter for the xxxYYYY fire.</enttypd>
        <enttypds>Producer Defined</enttypds>
      </enttyp>
    </detailed>
    <detailed>
      <enttyp>
        <enttypl>xxxYYYY_perim_feat.shp</enttypl>
        <enttypd>Holds the fire perimeter for the xxxYYYY fire.</enttypd>
        <enttypds>Producer Defined</enttypds>
      </enttyp>
    </detailed>
    <detailed>
      <enttyp>
        <enttypl>xxxYYYY_Segment_DFPredictions_DDmin_IImmh.shp</enttypl>
        <enttypd>Stream segment hazard modeling results for the xxxYYYY fire modeled for a design storm with a peak DD minute rainfall intensity of II millimeters per hour.</enttypd>
        <enttypds>Producer Defined</enttypds>
      </enttyp>
    </detailed>
    <detailed>
      <enttyp>
        <enttypl>xxxYYYY_Segment_RainfallEstimates_DDmin_RainAtP_PP.shp</enttypl>
        <enttypd>Stream segment rainfall estimates for the xxxYYYY fire over a DD minute interval for a probability level of PP percent.</enttypd>
        <enttypds>Producer Defined</enttypds>
      </enttyp>
    </detailed>
    <detailed>
      <enttyp>
        <enttypl>xxxYYYY_watchstream_feat.shp</enttypl>
        <enttypd>Holds the locations of watchstreams for the xxxYYYY fire.</enttypd>
        <enttypds>Producer Defined</enttypds>
      </enttyp>
    </detailed>
  </eainfo>
  <distinfo>
    <distrib>
      <cntinfo>
        <cntorgp>
          <cntorg>U.S. Geological Survey - ScienceBase</cntorg>
        </cntorgp>
        <cntaddr>
          <addrtype>mailing address</addrtype>
          <address>Denver Federal Center</address>
          <address>Building 810</address>
          <address>Mail Stop 302</address>
          <city>Denver</city>
          <state>CO</state>
          <postal>80225</postal>
        </cntaddr>
        <cntvoice>1-888-275-8747</cntvoice>
        <cntemail>sciencebase@usgs.gov</cntemail>
      </cntinfo>
    </distrib>
    <distliab>Unless otherwise stated, all data, metadata and related materials are considered to satisfy the quality standards relative to the purpose for which the data were collected. Although these data and associated metadata have been reviewed for accuracy and completeness and approved for release by the U.S. Geological Survey (USGS), no warranty expressed or implied is made regarding the display or utility of the data for other purposes, nor on all computer systems, nor shall the act of distribution constitute any such warranty.</distliab>
    <stdorder>
      <digform>
        <digtinfo>
          <formname>Digital Data</formname>
        </digtinfo>
        <digtopt>
          <onlinopt>
            <computer>
              <networka>
                <networkr>https://doi.org/10.5066/P142R8E2</networkr>
              </networka>
            </computer>
          </onlinopt>
        </digtopt>
      </digform>
      <fees>None</fees>
    </stdorder>
  </distinfo>
  <metainfo>
    <metd>20260127</metd>
    <metc>
      <cntinfo>
        <cntperp>
          <cntper>Jonathan King</cntper>
          <cntorg>U.S. Geological Survey, Landslide Hazards Program</cntorg>
        </cntperp>
        <cntpos>Research Physical Scientist</cntpos>
        <cntaddr>
          <addrtype>mailing and physical</addrtype>
          <address>1711 Illinois St</address>
          <city>Golden</city>
          <state>CO</state>
          <postal>80401</postal>
          <country>US</country>
        </cntaddr>
        <cntvoice>3032738500</cntvoice>
        <cntemail>jking@usgs.gov</cntemail>
      </cntinfo>
    </metc>
    <metstdn>FGDC Content Standard for Digital Geospatial Metadata</metstdn>
    <metstdv>FGDC-STD-001-1998</metstdv>
  </metainfo>
</metadata>
