Florida Fish and Wildlife Conservation Commission 2021 Florida Black Bear Range, 2018 vector digital data Florida Fish and Wildlife Conservation Commission-Fish and Wildlife Research Institute St. Petersburg, FL https://myfwc.com/wildlifehabitats/wildlife/bear/?redirect=bear https://geodata.myfwc.com/datasets/black-bear-range-florida This shapefile contains four levels of occurrence (frequent, common, occasional, and rare range) for the Florida black bear (Ursus americanus floridanus) throughout the state of Florida. Range extent and levels of occurrence were created using research, management, and public-generated location data of black bears from 2009-2018. The four levels of occurrence were estimated by 90% kernel density estimator (KDE) isopleth (range of frequent occurrence), 97.5% KDE isopleth (common), concave hull model (occasional), and the remainder of Florida (rare). To cartographically represent the geographic range (extent) and distribution (varying levels of occurrence) of the black bear in Florida. Publication date 2009 2018 Complete As needed Available without restriction. All data must be verified by Principal Investigator or Group Database Analyst prior to release. It is strongly recommended that this data is directly acquired from FWC and not indirectly through other sources which may have changed the data in some way. FWC makes no claims as to the data's suitability for other purposes. Acknowledgement of the FWC-FWRI (Florida Fish and Wildlife Conservation Commission-Fish and Wildlife Research Institute) as the data source would be appreciated in any products developed from these data, and such acknowledgment as is standard for citation and legal practices for data source is expected by users of this data. Please cite the original metadata when using portions of the record to create a similar record of slightly altered data, such as reprojection. If any data are modified or adjusted, please share the edited information with FWC. Users should be aware that comparison with other data sets for the same area from other time periods may be inaccurate due to inconsistencies resulting from changes in mapping conventions, data collection, and computer processes over time. FWC shall not be liable for improper or incorrect use of this data. These data are not legal documents and are not to be used as such. This is not a survey data set and should not be utilized as such. These data are not to be used for navigation. ESRI ArcCatalog 10.3.1 ISO 19115 Topic Category biota None Florida statewide User GIS bear habitat range FWRI-DC Available without restriction Available without restriction Florida Fish and Wildlife Conservation Commission Brian Scheick Bear Research Program Coordinator mailing address
Fish and Wildlife Research Institute
1105 S.W. Williston Rd.
Gainesville FL 32601-9044 352-955-2081 brian.scheick@myfwc.com -87.639226 -79.872419 31.042851 24.466386 Vector Simple FALSE 4 TRUE TRUE Downloadable Data 0.262 None This data set is in the public domain, and the recipient may not assert any proprietary rights thereto nor represent it to anyone as other than a FWC-FWRI produced data set; it is provided "as-is" without warranty of any kind, including, but not limited to, the implied warranties of merchantability and fitness for a particular purpose. The user assumes all responsibility for the accuracy and suitability of this data set for a specific application. In no event will the staff of the Fish and Wildlife Research Institute be liable for any damages, including lost profits, lost savings, or other incidental or consequential damages arising from the use of or the inability to use this data set. Florida Fish and Wildlife Conservation Commission GIS Librarian GIS Data Librarian mailing and physical address
Fish and Wildlife Research Institute
100 8th Avenue Southeast
St. Petersburg FL 33701 727-896-8626 727-893-1679 GISLibrarian@MyFWC.com 20210218 FGDC Content Standards for Digital Geospatial Metadata FGDC-STD-001-1998 local time 20220218 Florida Fish and Wildlife Conservation Commission - Fish and Wildlife Research Institute GISLibrarian GIS Data Librarian mailing and physical address
Fish and Wildlife Research Institute
100 8th Avenue Southeast
St. Petersburg FL 33701 727-896-8626 727-893-1679 GISLibrarian@MyFWC.com Logically consistent. All attribute values fall within defined values Visually inspected for completeness to ensure all values fell within specified ranges. 2018 Staff compiled all point locations of Bears from the FWC geospatial databases and from external sources. All data sources contained, at minimum, the date and location information (e.g., geographic coordinates, site descriptions) of the Bear observation. These sources included Bear location data collected by the FWC’s Bear management and research program staff, opportunistic Bear observations collected by staff from the FWC and other land management agencies, and Bear sightings submitted by the public to an online FWC database. Data were compiled from a 10-year span 2009-2018. The number of Bear locations available was 57,858. After subsampling, the final dataset contained 37,668 Bear locations. Staff then developed a detailed range map that contained multiple levels of Bear occurrence to reveal the structure of Bear distribution within the range. First, staff used a kernel density estimator (KDE) to produce two isopleths (percentages of the volume across the density surface) to demarcate finer-scale concentrations of Bear locations. We then used a concave hull model to encompass a course-scale range boundary. Next, staff computed each KDE (quartic kernel) using the Spatial Analyst kernel density tool within ArcMap 10.5.1 (ESRI, Redlands, CA). Staff used the number of Bear locations as the Population field, a cell size of 200 m, and the default rule-of-thumb bandwidth estimator (21.0 km for 2018 and 19.8 km for 2008). Using R-programming language (R Program Language 3.5.3) with the package ‘SpatialEco’ (ver. 1.1-1), we converted the KDE raster output to 90% and 97.5% isopleth polygons. Staff then created the concave hull polygon using the XTools Pro (v. 18) ArcMap extension. Before creating the hull, staff first removed outlier Bear locations. Staff defined the outliers by first selecting locations outside of a computed 99% KDE isopleth; we then calculated the mean distance of these locations to the isopleth exterior and removed locations > the mean + 1 standard deviation distance. We used all remaining locations in the hull tool with the following parameters: no holes allowed (potential empty spaces in polygon hulls) and a level of detail of 50%. The resultant angular polygon was smoothed with a Bezier Interpolation algorithm using an ArcMap Cartography tool. Final polygon layers (isopleths and hulls) were constrained to a detailed coastline of Florida and were categorized into four classes based on frequency of Bear occurrence: Frequent, Common, Occasional, and Rare. We defined the 90% and 97.5% KDE isopleths as Frequent and Common levels of Bear occurrence, respectively. We defined the area enclosed by the concave hull and outside the 97.5% KDE isopleth as Occasional range. We defined the remaining area of Florida not included in model polygons as Rare range, which contained isolated (outlier) Bear occurrences. Florida Fish and Wildlife Conservation Commission - Fish and Wildlife Research Institute Brian Scheick Bear Research Program Coordinator mailing and physical address
Fish and Wildlife Research Institute
1105 S.W. Williston Rd.
Gainesville Florida 32601-9044 352-955-2081 brian.scheick@myfwc.com coordinate pair 0.0001 0.0001 meter D NAD 1983 2011 GRS 1980 6378137.0 298.257222101 Florida black bear range, 2018 FWC FWC.BlackBearRange_fl_poly Feature Class 4 OBJECTID Internal feature number. Esri Sequential unique whole numbers that are automatically generated. OBJECTID OID 4 10 0 Km2 Km2 Double 8 38 8 Shape Feature geometry. ESRI Coordinates defining the features. Shape Geometry 4 0 0 Hectares Calculated hectares of range FWC Number field Hectares Double 8 38 8 Label Range description FWC Free text Label String 20 0 0 Source The utilization distribution model. The Concave Hull model and two levels (isopleths) of the Kernel Density Estimator model were used. FWC Free text Source String 50 0 0 Shape.area Shape.area Double 0 0 0 Shape.len Shape.len Double 0 0 0 GISLibrarian Florida Fish and Wildlife Conservation Commission - Fish and Wildlife Research Institute GIS Data Librarian 727-896-8626 727-893-1679 100 8th Avenue Southeast Fish and Wildlife Research Institute St. Petersburg FL 33701 GISLibrarian@MyFWC.com 20230809 ArcGIS Metadata 1.0 GIS Librarian Florida Fish and Wildlife Conservation Commission GIS Data Librarian 727-896-8626 727-893-1679 Fish and Wildlife Research Institute 100 8th Avenue Southeast St. Petersburg FL 33701 GISLibrarian@MyFWC.com None https://myfwc.com/wildlifehabitats/wildlife/bear/?redirect=bear https://geodata.myfwc.com/datasets/black-bear-range-florida Feature Class Florida Black Bear Range, 2018 2021-01-01 Florida Fish and Wildlife Conservation Commission Florida Fish and Wildlife Conservation Commission-Fish and Wildlife Research Institute St. Petersburg, FL vector digital data This shapefile contains four levels of occurrence (frequent, common, occasional, and rare range) for the Florida black bear (Ursus americanus floridanus) throughout the state of Florida. Range extent and levels of occurrence were created using research, management, and public-generated location data of black bears from 2009-2018. The four levels of occurrence were estimated by 90% kernel density estimator (KDE) isopleth (range of frequent occurrence), 97.5% KDE isopleth (common), concave hull model (occasional), and the remainder of Florida (rare). To cartographically represent the geographic range (extent) and distribution (varying levels of occurrence) of the black bear in Florida. Brian Scheick Florida Fish and Wildlife Conservation Commission Bear Research Program Coordinator 352-955-2081 Fish and Wildlife Research Institute 1105 S.W. Williston Rd. Gainesville FL 32601-9044 brian.scheick@myfwc.com Florida statewide GIS habitat range bear User biota ISO 19115 Topic Category biota Florida GIS habitat statewide range bear FWC This data set is in the public domain, and the recipient may not assert any proprietary rights thereto nor represent it to anyone as other than a FWC-FWRI produced data set; it is provided "as-is" without warranty of any kind, including, but not limited to, the implied warranties of merchantability and fitness for a particular purpose. The user assumes all responsibility for the accuracy and suitability of this data set for a specific application. In no event will the staff of the Fish and Wildlife Research Institute be liable for any damages, including lost profits, lost savings, or other incidental or consequential damages arising from the use of or the inability to use this data set. Available without restriction. All data must be verified by Principal Investigator or Group Database Analyst prior to release. It is strongly recommended that this data is directly acquired from FWC and not indirectly through other sources which may have changed the data in some way. FWC makes no claims as to the data's suitability for other purposes. FWRI-DC Available without restriction Acknowledgement of the FWC-FWRI (Florida Fish and Wildlife Conservation Commission-Fish and Wildlife Research Institute) as the data source would be appreciated in any products developed from these data, and such acknowledgment as is standard for citation and legal practices for data source is expected by users of this data. Please cite the original metadata when using portions of the record to create a similar record of slightly altered data, such as reprojection. If any data are modified or adjusted, please share the edited information with FWC. Users should be aware that comparison with other data sets for the same area from other time periods may be inaccurate due to inconsistencies resulting from changes in mapping conventions, data collection, and computer processes over time. FWC shall not be liable for improper or incorrect use of this data. These data are not legal documents and are not to be used as such. This is not a survey data set and should not be utilized as such. These data are not to be used for navigation. Version 6.2 (Build 9200) ; Esri ArcGIS 10.6.1.9273 -87.639226 -79.872419 24.466386 31.042851 -1.000000 0.000000 Publication date 2009-01-01 2018-01-01 -1.000000 0.000000 1 -87.639226 -79.872419 31.042851 24.466386 Florida Fish and Wildlife Conservation Commission 20220218 Logically consistent. All attribute values fall within defined values Visually inspected for completeness to ensure all values fell within specified ranges. Staff compiled all point locations of Bears from the FWC geospatial databases and from external sources. All data sources contained, at minimum, the date and location information (e.g., geographic coordinates, site descriptions) of the Bear observation. These sources included Bear location data collected by the FWC’s Bear management and research program staff, opportunistic Bear observations collected by staff from the FWC and other land management agencies, and Bear sightings submitted by the public to an online FWC database. Data were compiled from a 10-year span 2009-2018. The number of Bear locations available was 57,858. After subsampling, the final dataset contained 37,668 Bear locations. Staff then developed a detailed range map that contained multiple levels of Bear occurrence to reveal the structure of Bear distribution within the range. First, staff used a kernel density estimator (KDE) to produce two isopleths (percentages of the volume across the density surface) to demarcate finer-scale concentrations of Bear locations. We then used a concave hull model to encompass a course-scale range boundary. Next, staff computed each KDE (quartic kernel) using the Spatial Analyst kernel density tool within ArcMap 10.5.1 (ESRI, Redlands, CA). Staff used the number of Bear locations as the Population field, a cell size of 200 m, and the default rule-of-thumb bandwidth estimator (21.0 km for 2018 and 19.8 km for 2008). Using R-programming language (R Program Language 3.5.3) with the package ‘SpatialEco’ (ver. 1.1-1), we converted the KDE raster output to 90% and 97.5% isopleth polygons. Staff then created the concave hull polygon using the XTools Pro (v. 18) ArcMap extension. Before creating the hull, staff first removed outlier Bear locations. Staff defined the outliers by first selecting locations outside of a computed 99% KDE isopleth; we then calculated the mean distance of these locations to the isopleth exterior and removed locations > the mean + 1 standard deviation distance. We used all remaining locations in the hull tool with the following parameters: no holes allowed (potential empty spaces in polygon hulls) and a level of detail of 50%. The resultant angular polygon was smoothed with a Bezier Interpolation algorithm using an ArcMap Cartography tool. Final polygon layers (isopleths and hulls) were constrained to a detailed coastline of Florida and were categorized into four classes based on frequency of Bear occurrence: Frequent, Common, Occasional, and Rare. We defined the 90% and 97.5% KDE isopleths as Frequent and Common levels of Bear occurrence, respectively. We defined the area enclosed by the concave hull and outside the 97.5% KDE isopleth as Occasional range. We defined the remaining area of Florida not included in model polygons as Rare range, which contained isolated (outlier) Bear occurrences. 2018-01-01 Brian Scheick Florida Fish and Wildlife Conservation Commission - Fish and Wildlife Research Institute Bear Research Program Coordinator 352-955-2081 1105 S.W. Williston Rd. Fish and Wildlife Research Institute Gainesville Florida 32601-9044 brian.scheick@myfwc.com 20250501 18514100 1.0 002 FWC.BlackBearRange_fl_poly 52668.026600 793973.913000 57882.651100 781606.019500 1 Projected GCS_NAD_1983_2011 Linear Unit: Meter (1.000000) NAD_1983_2011_Florida_GDL_Albers <ProjectedCoordinateSystem xsi:type='typens:ProjectedCoordinateSystem' xmlns:xsi='http://www.w3.org/2001/XMLSchema-instance' xmlns:xs='http://www.w3.org/2001/XMLSchema' xmlns:typens='http://www.esri.com/schemas/ArcGIS/10.6'><WKT>PROJCS[&quot;NAD_1983_2011_Florida_GDL_Albers&quot;,GEOGCS[&quot;GCS_NAD_1983_2011&quot;,DATUM[&quot;D_NAD_1983_2011&quot;,SPHEROID[&quot;GRS_1980&quot;,6378137.0,298.257222101]],PRIMEM[&quot;Greenwich&quot;,0.0],UNIT[&quot;Degree&quot;,0.0174532925199433]],PROJECTION[&quot;Albers&quot;],PARAMETER[&quot;False_Easting&quot;,400000.0],PARAMETER[&quot;False_Northing&quot;,0.0],PARAMETER[&quot;Central_Meridian&quot;,-84.0],PARAMETER[&quot;Standard_Parallel_1&quot;,24.0],PARAMETER[&quot;Standard_Parallel_2&quot;,31.5],PARAMETER[&quot;Latitude_Of_Origin&quot;,24.0],UNIT[&quot;Meter&quot;,1.0],AUTHORITY[&quot;EPSG&quot;,6439]]</WKT><XOrigin>-19550100</XOrigin><YOrigin>-7526400</YOrigin><XYScale>10000</XYScale><ZOrigin>-100000</ZOrigin><ZScale>10000</ZScale><MOrigin>-100000</MOrigin><MScale>10000</MScale><XYTolerance>0.001</XYTolerance><ZTolerance>0.001</ZTolerance><MTolerance>0.001</MTolerance><HighPrecision>true</HighPrecision><WKID>102967</WKID><LatestWKID>6439</LatestWKID></ProjectedCoordinateSystem> 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