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Abstract
Code and Beaver Restoration Assessment Tool (BRAT) outputs to validate and determine the performance of different calibration approaches.
Included is 1 annotated R Script in written in R Studio with the validation code for all of the Beaver Restoration Assessment Tool Outputs (BRAT), and csv files for each calibration approach and comparison BRAT version at 3 different scales. Also included is 1 annotated R Script written in R Studio for the Jenks Natural Breaks determination and csv files for the input.
A significant portion of the attributes are not determined us and were determined by the BRAT developers. Please see https://tools.riverscapes.net/brat/data/ for the Riverscapes BRAT versions and https://brat.riverscapes.net/Documentation/Outputs/WorkingWithBRATv3XOutputs for all other BRAT versions for more detailed descriptions.
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readme.txt
READ ME - DATA Descriptions Metadate for WY BRAT Calibration Validation Statistics Data WY_BRAT_Calibration_ValidationStats.rmd - R Script with validation statistics for all BRAT outputs including calibration approaches and comparison versions Chew_Survey.csv - All HUC 8 scale BRAT Surveyed Calibration Outputs Variables: - Join_Count: Count of Dams Intersecting Each Line Segment - TARGET_FID: Spatial Join Target ID - StreamName: Stream Name - StreamID: Stream ID - StreamLen: Stream Length - SegID: Stream Segment ID - SegLen: Stream Segment Length - ORIG_FID: Original ID - ORIG_SEQ: Original - ReachID: Stream Reach ID - ReachLen: Stream Length ID - ReachDist: Stream Reach Distance - iGeo_ElMax: Reach Maximum Elevation - iGeo_ElMin: Reach Minimum Elevation - iGeo_Len: Reach Length - iGeo_Slope: Reach Slope - iGeo_DA: Reach Drainage Area - iVeg100EX: Average Existing Vegetation Code within 100 meters - iVeg_30EX: Average Existing Vegetation Code within 30 meters - iVeg100Hpe: Average Historic Vegetation Code within 100 meters - iVeg_30Hpe: Average Historic Vegetation Code within 30 meters - iPC_RoadX: Distance to Road Crossing - iPC_RoadVB: Distance to road within valley bottom - iPC_Road: Distance to road - iPC_RailVB: Distance to railroad within valley bottom - iPC_Rail: Distance to railroad - iPC_Canal: Distance to canals and ditches - iPC_DivPts: Distance to points of diversion - ADMIN_AGEN: Land ownership - iPC_Privat: Distance to private land - iPC_LU: Land use intensity - iPC_VLowLU: Very low land use - iPC_LowLU: Low land use - iPC_ModLU: Moderate land use - iPC_HighLU: High land use - oPC_Dist: Distance to nearest infrastructure - IsMainCh: Main channel reaches - IsMultiCh: Side channel reaches - Orig_DA: Original drainage area - ClusterID: Group of side and main channel reaches - iHyd_QLow: Low flow - iHyd_Q2: 2 year recurrence interval flood - iHyd_SPLow: Low flow stream power - iHyd_SP2: 2 year interval stream power - oVC_Hpe: historic vegetation dam capacity based on historic vegetation - oVC_EX: existing vegetation dam capacity based on existing vegetation - oCC_HPE: historic dam capacity density - mCC_HPE_CT: historic dam capacity count - oCC_EX: existing dam capacity density ( dams per km) - mCC_EX_CT: existing dam capacity count - mCC_HisDep: historic capacity remaining - Shape_Leng: Default ArcGIS attribute - BUFF_DIST: Buffer distance (m) - Name: Dam Name - FolderPath: File Folder Source - SymbolID: Dam Symbol ID - AltMode: Default ArcGIS attribute - Base: Default ArcGIS attribute - Clamped: Default ArcGIS attribute - Extruded: Default ArcGIS attribute - Snippet: Default ArcGIS attribute - PopupInfo: Default ArcGIS attribute - Shape_Le_1: Default ArcGIS attribute - EVT: LANDFIRE EVT Code intersecting at each dam - Length: Dam Length (m) - X: Dam X coordinate - Y: Dam Y coordinate - Elevation: Dam Elevation (ft) - DamKM: Observed Calculated Dam / Km Value Dam_Frequency.csv - All HUC 8 scale BRAT Dam Frequency Calibration Outputs Variables: - Join_Count: Count of Dams Intersecting Each Line Segment - TARGET_FID: Spatial Join Target ID - StreamName: Stream Name - StreamID: Stream ID - StreamLen: Stream Length - SegID: Stream Segment ID - SegLen: Stream Segment Length - ORIG_FID: Original ID - ORIG_SEQ: Original - ReachID: Stream Reach ID - ReachLen: Stream Length ID - ReachDist: Stream Reach Distance - iGeo_ElMax: Reach Maximum Elevation - iGeo_ElMin: Reach Minimum Elevation - iGeo_Len: Reach Length - iGeo_Slope: Reach Slope - iGeo_DA: Reach Drainage Area - iVeg100EX: Average Existing Vegetation Code within 100 meters - iVeg_30EX: Average Existing Vegetation Code within 30 meters - iVeg100Hpe: Average Historic Vegetation Code within 100 meters - iVeg_30Hpe: Average Historic Vegetation Code within 30 meters - iPC_RoadX: Distance to Road Crossing - iPC_RoadVB: Distance to road within valley bottom - iPC_Road: Distance to road - iPC_RailVB: Distance to railroad within valley bottom - iPC_Rail: Distance to railroad - iPC_Canal: Distance to canals and ditches - iPC_DivPts: Distance to points of diversion - ADMIN_AGEN: Land ownership - iPC_Privat: Distance to private land - iPC_LU: Land use intensity - iPC_VLowLU: Very low land use - iPC_LowLU: Low land use - iPC_ModLU: Moderate land use - iPC_HighLU: High land use - oPC_Dist: Distance to nearest infrastructure - IsMainCh: Main channel reaches - IsMultiCh: Side channel reaches - Orig_DA: Original drainage area - ClusterID: Group of side and main channel reaches - iHyd_QLow: Low flow - iHyd_Q2: 2 year recurrence interval flood - iHyd_SPLow: Low flow stream power - iHyd_SP2: 2 year interval stream power - oVC_Hpe: historic vegetation dam capacity based on historic vegetation - oVC_EX: existing vegetation dam capacity based on existing vegetation - oCC_HPE: historic dam capacity density - mCC_HPE_CT: historic dam capacity count - oCC_EX: existing dam capacity density ( dams per km) - mCC_EX_CT: existing dam capacity count - mCC_HisDep: historic capacity remaining - Shape_Leng: Default ArcGIS attribute - BUFF_DIST: Buffer distance (m) - Name: Dam Name - FolderPath: File Folder Source - SymbolID: Dam Symbol ID - AltMode: Default ArcGIS attribute - Base: Default ArcGIS attribute - Clamped: Default ArcGIS attribute - Extruded: Default ArcGIS attribute - Snippet: Default ArcGIS attribute - PopupInfo: Default ArcGIS attribute - Shape_Le_1: Default ArcGIS attribute - EVT: LANDFIRE EVT Code intersecting at each dam - Length: Dam Length (m) - X: Dam X coordinate - Y: Dam Y coordinate - Elevation: Dam Elevation (ft) - DamKM: Observed Calculated Dam / Km Value Natural_Breaks.csv - All HUC 8 scale BRAT Natural Breaks Calibration Outputs Variables: - Join_Count: Count of Dams Intersecting Each Line Segment - TARGET_FID: Spatial Join Target ID - StreamName: Stream Name - StreamID: Stream ID - StreamLen: Stream Length - SegID: Stream Segment ID - SegLen: Stream Segment Length - ORIG_FID: Original ID - ORIG_SEQ: Original - ReachID: Stream Reach ID - ReachLen: Stream Length ID - ReachDist: Stream Reach Distance - iGeo_ElMax: Reach Maximum Elevation - iGeo_ElMin: Reach Minimum Elevation - iGeo_Len: Reach Length - iGeo_Slope: Reach Slope - iGeo_DA: Reach Drainage Area - iVeg100EX: Average Existing Vegetation Code within 100 meters - iVeg_30EX: Average Existing Vegetation Code within 30 meters - iVeg100Hpe: Average Historic Vegetation Code within 100 meters - iVeg_30Hpe: Average Historic Vegetation Code within 30 meters - iPC_RoadX: Distance to Road Crossing - iPC_RoadVB: Distance to road within valley bottom - iPC_Road: Distance to road - iPC_RailVB: Distance to railroad within valley bottom - iPC_Rail: Distance to railroad - iPC_Canal: Distance to canals and ditches - iPC_DivPts: Distance to points of diversion - ADMIN_AGEN: Land ownership - iPC_Privat: Distance to private land - iPC_LU: Land use intensity - iPC_VLowLU: Very low land use - iPC_LowLU: Low land use - iPC_ModLU: Moderate land use - iPC_HighLU: High land use - oPC_Dist: Distance to nearest infrastructure - IsMainCh: Main channel reaches - IsMultiCh: Side channel reaches - Orig_DA: Original drainage area - ClusterID: Group of side and main channel reaches - iHyd_QLow: Low flow - iHyd_Q2: 2 year recurrence interval flood - iHyd_SPLow: Low flow stream power - iHyd_SP2: 2 year interval stream power - oVC_Hpe: historic vegetation dam capacity based on historic vegetation - oVC_EX: existing vegetation dam capacity based on existing vegetation - oCC_HPE: historic dam capacity density - mCC_HPE_CT: historic dam capacity count - oCC_EX: existing dam capacity density ( dams per km) - mCC_EX_CT: existing dam capacity count - mCC_HisDep: historic capacity remaining - Shape_Leng: Default ArcGIS attribute - BUFF_DIST: Buffer distance (m) - Name: Dam Name - FolderPath: File Folder Source - SymbolID: Dam Symbol ID - AltMode: Default ArcGIS attribute - Base: Default ArcGIS attribute - Clamped: Default ArcGIS attribute - Extruded: Default ArcGIS attribute - Snippet: Default ArcGIS attribute - PopupInfo: Default ArcGIS attribute - Shape_Le_1: Default ArcGIS attribute - EVT: LANDFIRE EVT Code intersecting at each dam - Length: Dam Length (m) - X: Dam X coordinate - Y: Dam Y coordinate - Elevation: Dam Elevation (ft) - DamKM: Observed Calculated Dam / Km Value Original.csv - All HUC 8 scale BRAT Original Version Outputs Variables: - Join_Count: Count of Dams Intersecting Each Line Segment - TARGET_FID: Spatial Join Target ID - StreamName: Stream Name - StreamID: Stream ID - StreamLen: Stream Length - SegID: Stream Segment ID - SegLen: Stream Segment Length - ORIG_FID: Original ID - ORIG_SEQ: Original - ReachID: Stream Reach ID - ReachLen: Stream Length ID - ReachDist: Stream Reach Distance - iGeo_ElMax: Reach Maximum Elevation - iGeo_ElMin: Reach Minimum Elevation - iGeo_Len: Reach Length - iGeo_Slope: Reach Slope - iGeo_DA: Reach Drainage Area - iVeg100EX: Average Existing Vegetation Code within 100 meters - iVeg_30EX: Average Existing Vegetation Code within 30 meters - iVeg100Hpe: Average Historic Vegetation Code within 100 meters - iVeg_30Hpe: Average Historic Vegetation Code within 30 meters - iPC_RoadX: Distance to Road Crossing - iPC_RoadVB: Distance to road within valley bottom - iPC_Road: Distance to road - iPC_RailVB: Distance to railroad within valley bottom - iPC_Rail: Distance to railroad - iPC_Canal: Distance to canals and ditches - iPC_DivPts: Distance to points of diversion - ADMIN_AGEN: Land ownership - iPC_Privat: Distance to private land - iPC_LU: Land use intensity - iPC_VLowLU: Very low land use - iPC_LowLU: Low land use - iPC_ModLU: Moderate land use - iPC_HighLU: High land use - oPC_Dist: Distance to nearest infrastructure - IsMainCh: Main channel reaches - IsMultiCh: Side channel reaches - Orig_DA: Original drainage area - ClusterID: Group of side and main channel reaches - iHyd_QLow: Low flow - iHyd_Q2: 2 year recurrence interval flood - iHyd_SPLow: Low flow stream power - iHyd_SP2: 2 year interval stream power - oVC_Hpe: historic vegetation dam capacity based on historic vegetation - oVC_EX: existing vegetation dam capacity based on existing vegetation - oCC_HPE: historic dam capacity density - mCC_HPE_CT: historic dam capacity count - oCC_EX: existing dam capacity density ( dams per km) - mCC_EX_CT: existing dam capacity count - mCC_HisDep: historic capacity remaining - Shape_Leng: Default ArcGIS attribute - BUFF_DIST: Buffer distance (m) - Name: Dam Name - FolderPath: File Folder Source - SymbolID: Dam Symbol ID - AltMode: Default ArcGIS attribute - Base: Default ArcGIS attribute - Clamped: Default ArcGIS attribute - Extruded: Default ArcGIS attribute - Snippet: Default ArcGIS attribute - PopupInfo: Default ArcGIS attribute - Shape_Le_1: Default ArcGIS attribute - EVT: LANDFIRE EVT Code intersecting at each dam - Length: Dam Length (m) - X: Dam X coordinate - Y: Dam Y coordinate - Elevation: Dam Elevation (ft) - DamKM: Observed Calculated Dam / Km Value Preferred.csv - All HUC 8 scale BRAT Preferred Calibration Outputs Variables: - Join_Count: Count of Dams Intersecting Each Line Segment - TARGET_FID: Spatial Join Target ID - StreamName: Stream Name - StreamID: Stream ID - StreamLen: Stream Length - SegID: Stream Segment ID - SegLen: Stream Segment Length - ORIG_FID: Original ID - ORIG_SEQ: Original - ReachID: Stream Reach ID - ReachLen: Stream Length ID - ReachDist: Stream Reach Distance - iGeo_ElMax: Reach Maximum Elevation - iGeo_ElMin: Reach Minimum Elevation - iGeo_Len: Reach Length - iGeo_Slope: Reach Slope - iGeo_DA: Reach Drainage Area - iVeg100EX: Average Existing Vegetation Code within 100 meters - iVeg_30EX: Average Existing Vegetation Code within 30 meters - iVeg100Hpe: Average Historic Vegetation Code within 100 meters - iVeg_30Hpe: Average Historic Vegetation Code within 30 meters - iPC_RoadX: Distance to Road Crossing - iPC_RoadVB: Distance to road within valley bottom - iPC_Road: Distance to road - iPC_RailVB: Distance to railroad within valley bottom - iPC_Rail: Distance to railroad - iPC_Canal: Distance to canals and ditches - iPC_DivPts: Distance to points of diversion - ADMIN_AGEN: Land ownership - iPC_Privat: Distance to private land - iPC_LU: Land use intensity - iPC_VLowLU: Very low land use - iPC_LowLU: Low land use - iPC_ModLU: Moderate land use - iPC_HighLU: High land use - oPC_Dist: Distance to nearest infrastructure - IsMainCh: Main channel reaches - IsMultiCh: Side channel reaches - Orig_DA: Original drainage area - ClusterID: Group of side and main channel reaches - iHyd_QLow: Low flow - iHyd_Q2: 2 year recurrence interval flood - iHyd_SPLow: Low flow stream power - iHyd_SP2: 2 year interval stream power - oVC_Hpe: historic vegetation dam capacity based on historic vegetation - oVC_EX: existing vegetation dam capacity based on existing vegetation - oCC_HPE: historic dam capacity density - mCC_HPE_CT: historic dam capacity count - oCC_EX: existing dam capacity density ( dams per km) - mCC_EX_CT: existing dam capacity count - mCC_HisDep: historic capacity remaining - Shape_Leng: Default ArcGIS attribute - BUFF_DIST: Buffer distance (m) - Name: Dam Name - FolderPath: File Folder Source - SymbolID: Dam Symbol ID - AltMode: Default ArcGIS attribute - Base: Default ArcGIS attribute - Clamped: Default ArcGIS attribute - Extruded: Default ArcGIS attribute - Snippet: Default ArcGIS attribute - PopupInfo: Default ArcGIS attribute - Shape_Le_1: Default ArcGIS attribute - EVT: LANDFIRE EVT Code intersecting at each dam - Length: Dam Length (m) - X: Dam X coordinate - Y: Dam Y coordinate - Elevation: Dam Elevation (ft) - DamKM: Observed Calculated Dam / Km Value Random.csv - All HUC 8 scale BRAT Random Version Outputs Variables: - Join_Count: Count of Dams Intersecting Each Line Segment - TARGET_FID: Spatial Join Target ID - StreamName: Stream Name - StreamID: Stream ID - StreamLen: Stream Length - SegID: Stream Segment ID - SegLen: Stream Segment Length - ORIG_FID: Original ID - ORIG_SEQ: Original - ReachID: Stream Reach ID - ReachLen: Stream Length ID - ReachDist: Stream Reach Distance - iGeo_ElMax: Reach Maximum Elevation - iGeo_ElMin: Reach Minimum Elevation - iGeo_Len: Reach Length - iGeo_Slope: Reach Slope - iGeo_DA: Reach Drainage Area - iVeg100EX: Average Existing Vegetation Code within 100 meters - iVeg_30EX: Average Existing Vegetation Code within 30 meters - iVeg100Hpe: Average Historic Vegetation Code within 100 meters - iVeg_30Hpe: Average Historic Vegetation Code within 30 meters - iPC_RoadX: Distance to Road Crossing - iPC_RoadVB: Distance to road within valley bottom - iPC_Road: Distance to road - iPC_RailVB: Distance to railroad within valley bottom - iPC_Rail: Distance to railroad - iPC_Canal: Distance to canals and ditches - iPC_DivPts: Distance to points of diversion - ADMIN_AGEN: Land ownership - iPC_Privat: Distance to private land - iPC_LU: Land use intensity - iPC_VLowLU: Very low land use - iPC_LowLU: Low land use - iPC_ModLU: Moderate land use - iPC_HighLU: High land use - oPC_Dist: Distance to nearest infrastructure - IsMainCh: Main channel reaches - IsMultiCh: Side channel reaches - Orig_DA: Original drainage area - ClusterID: Group of side and main channel reaches - iHyd_QLow: Low flow - iHyd_Q2: 2 year recurrence interval flood - iHyd_SPLow: Low flow stream power - iHyd_SP2: 2 year interval stream power - oVC_Hpe: historic vegetation dam capacity based on historic vegetation - oVC_EX: existing vegetation dam capacity based on existing vegetation - oCC_HPE: historic dam capacity density - mCC_HPE_CT: historic dam capacity count - oCC_EX: existing dam capacity density ( dams per km) - mCC_EX_CT: existing dam capacity count - mCC_HisDep: historic capacity remaining - Shape_Leng: Default ArcGIS attribute - BUFF_DIST: Buffer distance (m) - Name: Dam Name - FolderPath: File Folder Source - SymbolID: Dam Symbol ID - AltMode: Default ArcGIS attribute - Base: Default ArcGIS attribute - Clamped: Default ArcGIS attribute - Extruded: Default ArcGIS attribute - Snippet: Default ArcGIS attribute - PopupInfo: Default ArcGIS attribute - Shape_Le_1: Default ArcGIS attribute - EVT: LANDFIRE EVT Code intersecting at each dam - Length: Dam Length (m) - X: Dam X coordinate - Y: Dam Y coordinate - Elevation: Dam Elevation (ft) - DamKM: Observed Calculated Dam / Km Value MB_Chew_Survey.csv – Medicine Bow scale BRAT Surveyed Calibration Outputs Variables: - Join_Count: Count of Dams Intersecting Each Line Segment - TARGET_FID: Spatial Join Target ID - StreamName: Stream Name - StreamID: Stream ID - StreamLen: Stream Length - SegID: Stream Segment ID - SegLen: Stream Segment Length - ORIG_FID: Original ID - ORIG_SEQ: Original - ReachID: Stream Reach ID - ReachLen: Stream Length ID - ReachDist: Stream Reach Distance - iGeo_ElMax: Reach Maximum Elevation - iGeo_ElMin: Reach Minimum Elevation - iGeo_Len: Reach Length - iGeo_Slope: Reach Slope - iGeo_DA: Reach Drainage Area - iVeg100EX: Average Existing Vegetation Code within 100 meters - iVeg_30EX: Average Existing Vegetation Code within 30 meters - iVeg100Hpe: Average Historic Vegetation Code within 100 meters - iVeg_30Hpe: Average Historic Vegetation Code within 30 meters - iPC_RoadX: Distance to Road Crossing - iPC_RoadVB: Distance to road within valley bottom - iPC_Road: Distance to road - iPC_RailVB: Distance to railroad within valley bottom - iPC_Rail: Distance to railroad - iPC_Canal: Distance to canals and ditches - iPC_DivPts: Distance to points of diversion - ADMIN_AGEN: Land ownership - iPC_Privat: Distance to private land - iPC_LU: Land use intensity - iPC_VLowLU: Very low land use - iPC_LowLU: Low land use - iPC_ModLU: Moderate land use - iPC_HighLU: High land use - oPC_Dist: Distance to nearest infrastructure - IsMainCh: Main channel reaches - IsMultiCh: Side channel reaches - Orig_DA: Original drainage area - ClusterID: Group of side and main channel reaches - iHyd_QLow: Low flow - iHyd_Q2: 2 year recurrence interval flood - iHyd_SPLow: Low flow stream power - iHyd_SP2: 2 year interval stream power - oVC_Hpe: historic vegetation dam capacity based on historic vegetation - oVC_EX: existing vegetation dam capacity based on existing vegetation - oCC_HPE: historic dam capacity density - mCC_HPE_CT: historic dam capacity count - oCC_EX: existing dam capacity density ( dams per km) - mCC_EX_CT: existing dam capacity count - mCC_HisDep: historic capacity remaining - Shape_Leng: Default ArcGIS attribute - BUFF_DIST: Buffer distance (m) - Name: Dam Name - FolderPath: File Folder Source - SymbolID: Dam Symbol ID - AltMode: Default ArcGIS attribute - Base: Default ArcGIS attribute - Clamped: Default ArcGIS attribute - Extruded: Default ArcGIS attribute - Snippet: Default ArcGIS attribute - PopupInfo: Default ArcGIS attribute - Shape_Le_1: Default ArcGIS attribute - EVT: LANDFIRE EVT Code intersecting at each dam - Length: Dam Length (m) - X: Dam X coordinate - Y: Dam Y coordinate - Elevation: Dam Elevation (ft) - DamKM: Observed Calculated Dam / Km Value MB_Dam_Frequency.csv – Medicine Bow scale BRAT Dam Frequency Calibration Outputs Variables: - Join_Count: Count of Dams Intersecting Each Line Segment - TARGET_FID: Spatial Join Target ID - StreamName: Stream Name - StreamID: Stream ID - StreamLen: Stream Length - SegID: Stream Segment ID - SegLen: Stream Segment Length - ORIG_FID: Original ID - ORIG_SEQ: Original - ReachID: Stream Reach ID - ReachLen: Stream Length ID - ReachDist: Stream Reach Distance - iGeo_ElMax: Reach Maximum Elevation - iGeo_ElMin: Reach Minimum Elevation - iGeo_Len: Reach Length - iGeo_Slope: Reach Slope - iGeo_DA: Reach Drainage Area - iVeg100EX: Average Existing Vegetation Code within 100 meters - iVeg_30EX: Average Existing Vegetation Code within 30 meters - iVeg100Hpe: Average Historic Vegetation Code within 100 meters - iVeg_30Hpe: Average Historic Vegetation Code within 30 meters - iPC_RoadX: Distance to Road Crossing - iPC_RoadVB: Distance to road within valley bottom - iPC_Road: Distance to road - iPC_RailVB: Distance to railroad within valley bottom - iPC_Rail: Distance to railroad - iPC_Canal: Distance to canals and ditches - iPC_DivPts: Distance to points of diversion - ADMIN_AGEN: Land ownership - iPC_Privat: Distance to private land - iPC_LU: Land use intensity - iPC_VLowLU: Very low land use - iPC_LowLU: Low land use - iPC_ModLU: Moderate land use - iPC_HighLU: High land use - oPC_Dist: Distance to nearest infrastructure - IsMainCh: Main channel reaches - IsMultiCh: Side channel reaches - Orig_DA: Original drainage area - ClusterID: Group of side and main channel reaches - iHyd_QLow: Low flow - iHyd_Q2: 2 year recurrence interval flood - iHyd_SPLow: Low flow stream power - iHyd_SP2: 2 year interval stream power - oVC_Hpe: historic vegetation dam capacity based on historic vegetation - oVC_EX: existing vegetation dam capacity based on existing vegetation - oCC_HPE: historic dam capacity density - mCC_HPE_CT: historic dam capacity count - oCC_EX: existing dam capacity density ( dams per km) - mCC_EX_CT: existing dam capacity count - mCC_HisDep: historic capacity remaining - Shape_Leng: Default ArcGIS attribute - BUFF_DIST: Buffer distance (m) - Name: Dam Name - FolderPath: File Folder Source - SymbolID: Dam Symbol ID - AltMode: Default ArcGIS attribute - Base: Default ArcGIS attribute - Clamped: Default ArcGIS attribute - Extruded: Default ArcGIS attribute - Snippet: Default ArcGIS attribute - PopupInfo: Default ArcGIS attribute - Shape_Le_1: Default ArcGIS attribute - EVT: LANDFIRE EVT Code intersecting at each dam - Length: Dam Length (m) - X: Dam X coordinate - Y: Dam Y coordinate - Elevation: Dam Elevation (ft) - DamKM: Observed Calculated Dam / Km Value MB_Natural_Breaks.csv – Medicine Bow scale BRAT Natural Breaks Calibration Outputs Variables: - Join_Count: Count of Dams Intersecting Each Line Segment - TARGET_FID: Spatial Join Target ID - StreamName: Stream Name - StreamID: Stream ID - StreamLen: Stream Length - SegID: Stream Segment ID - SegLen: Stream Segment Length - ORIG_FID: Original ID - ORIG_SEQ: Original - ReachID: Stream Reach ID - ReachLen: Stream Length ID - ReachDist: Stream Reach Distance - iGeo_ElMax: Reach Maximum Elevation - iGeo_ElMin: Reach Minimum Elevation - iGeo_Len: Reach Length - iGeo_Slope: Reach Slope - iGeo_DA: Reach Drainage Area - iVeg100EX: Average Existing Vegetation Code within 100 meters - iVeg_30EX: Average Existing Vegetation Code within 30 meters - iVeg100Hpe: Average Historic Vegetation Code within 100 meters - iVeg_30Hpe: Average Historic Vegetation Code within 30 meters - iPC_RoadX: Distance to Road Crossing - iPC_RoadVB: Distance to road within valley bottom - iPC_Road: Distance to road - iPC_RailVB: Distance to railroad within valley bottom - iPC_Rail: Distance to railroad - iPC_Canal: Distance to canals and ditches - iPC_DivPts: Distance to points of diversion - ADMIN_AGEN: Land ownership - iPC_Privat: Distance to private land - iPC_LU: Land use intensity - iPC_VLowLU: Very low land use - iPC_LowLU: Low land use - iPC_ModLU: Moderate land use - iPC_HighLU: High land use - oPC_Dist: Distance to nearest infrastructure - IsMainCh: Main channel reaches - IsMultiCh: Side channel reaches - Orig_DA: Original drainage area - ClusterID: Group of side and main channel reaches - iHyd_QLow: Low flow - iHyd_Q2: 2 year recurrence interval flood - iHyd_SPLow: Low flow stream power - iHyd_SP2: 2 year interval stream power - oVC_Hpe: historic vegetation dam capacity based on historic vegetation - oVC_EX: existing vegetation dam capacity based on existing vegetation - oCC_HPE: historic dam capacity density - mCC_HPE_CT: historic dam capacity count - oCC_EX: existing dam capacity density ( dams per km) - mCC_EX_CT: existing dam capacity count - mCC_HisDep: historic capacity remaining - Shape_Leng: Default ArcGIS attribute - BUFF_DIST: Buffer distance (m) - Name: Dam Name - FolderPath: File Folder Source - SymbolID: Dam Symbol ID - AltMode: Default ArcGIS attribute - Base: Default ArcGIS attribute - Clamped: Default ArcGIS attribute - Extruded: Default ArcGIS attribute - Snippet: Default ArcGIS attribute - PopupInfo: Default ArcGIS attribute - Shape_Le_1: Default ArcGIS attribute - EVT: LANDFIRE EVT Code intersecting at each dam - Length: Dam Length (m) - X: Dam X coordinate - Y: Dam Y coordinate - Elevation: Dam Elevation (ft) - DamKM: Observed Calculated Dam / Km Value MB_Original.csv – Medicine Bow scale BRAT Original Version Outputs Variables: - Join_Count: Count of Dams Intersecting Each Line Segment - TARGET_FID: Spatial Join Target ID - StreamName: Stream Name - StreamID: Stream ID - StreamLen: Stream Length - SegID: Stream Segment ID - SegLen: Stream Segment Length - ORIG_FID: Original ID - ORIG_SEQ: Original - ReachID: Stream Reach ID - ReachLen: Stream Length ID - ReachDist: Stream Reach Distance - iGeo_ElMax: Reach Maximum Elevation - iGeo_ElMin: Reach Minimum Elevation - iGeo_Len: Reach Length - iGeo_Slope: Reach Slope - iGeo_DA: Reach Drainage Area - iVeg100EX: Average Existing Vegetation Code within 100 meters - iVeg_30EX: Average Existing Vegetation Code within 30 meters - iVeg100Hpe: Average Historic Vegetation Code within 100 meters - iVeg_30Hpe: Average Historic Vegetation Code within 30 meters - iPC_RoadX: Distance to Road Crossing - iPC_RoadVB: Distance to road within valley bottom - iPC_Road: Distance to road - iPC_RailVB: Distance to railroad within valley bottom - iPC_Rail: Distance to railroad - iPC_Canal: Distance to canals and ditches - iPC_DivPts: Distance to points of diversion - ADMIN_AGEN: Land ownership - iPC_Privat: Distance to private land - iPC_LU: Land use intensity - iPC_VLowLU: Very low land use - iPC_LowLU: Low land use - iPC_ModLU: Moderate land use - iPC_HighLU: High land use - oPC_Dist: Distance to nearest infrastructure - IsMainCh: Main channel reaches - IsMultiCh: Side channel reaches - Orig_DA: Original drainage area - ClusterID: Group of side and main channel reaches - iHyd_QLow: Low flow - iHyd_Q2: 2 year recurrence interval flood - iHyd_SPLow: Low flow stream power - iHyd_SP2: 2 year interval stream power - oVC_Hpe: historic vegetation dam capacity based on historic vegetation - oVC_EX: existing vegetation dam capacity based on existing vegetation - oCC_HPE: historic dam capacity density - mCC_HPE_CT: historic dam capacity count - oCC_EX: existing dam capacity density ( dams per km) - mCC_EX_CT: existing dam capacity count - mCC_HisDep: historic capacity remaining - Shape_Leng: Default ArcGIS attribute - BUFF_DIST: Buffer distance (m) - Name: Dam Name - FolderPath: File Folder Source - SymbolID: Dam Symbol ID - AltMode: Default ArcGIS attribute - Base: Default ArcGIS attribute - Clamped: Default ArcGIS attribute - Extruded: Default ArcGIS attribute - Snippet: Default ArcGIS attribute - PopupInfo: Default ArcGIS attribute - Shape_Le_1: Default ArcGIS attribute - EVT: LANDFIRE EVT Code intersecting at each dam - Length: Dam Length (m) - X: Dam X coordinate - Y: Dam Y coordinate - Elevation: Dam Elevation (ft) - DamKM: Observed Calculated Dam / Km Value MB_Preferred.csv – Medicine Bow scale BRAT Preferred Calibration Outputs Variables: - Join_Count: Count of Dams Intersecting Each Line Segment - TARGET_FID: Spatial Join Target ID - StreamName: Stream Name - StreamID: Stream ID - StreamLen: Stream Length - SegID: Stream Segment ID - SegLen: Stream Segment Length - ORIG_FID: Original ID - ORIG_SEQ: Original - ReachID: Stream Reach ID - ReachLen: Stream Length ID - ReachDist: Stream Reach Distance - iGeo_ElMax: Reach Maximum Elevation - iGeo_ElMin: Reach Minimum Elevation - iGeo_Len: Reach Length - iGeo_Slope: Reach Slope - iGeo_DA: Reach Drainage Area - iVeg100EX: Average Existing Vegetation Code within 100 meters - iVeg_30EX: Average Existing Vegetation Code within 30 meters - iVeg100Hpe: Average Historic Vegetation Code within 100 meters - iVeg_30Hpe: Average Historic Vegetation Code within 30 meters - iPC_RoadX: Distance to Road Crossing - iPC_RoadVB: Distance to road within valley bottom - iPC_Road: Distance to road - iPC_RailVB: Distance to railroad within valley bottom - iPC_Rail: Distance to railroad - iPC_Canal: Distance to canals and ditches - iPC_DivPts: Distance to points of diversion - ADMIN_AGEN: Land ownership - iPC_Privat: Distance to private land - iPC_LU: Land use intensity - iPC_VLowLU: Very low land use - iPC_LowLU: Low land use - iPC_ModLU: Moderate land use - iPC_HighLU: High land use - oPC_Dist: Distance to nearest infrastructure - IsMainCh: Main channel reaches - IsMultiCh: Side channel reaches - Orig_DA: Original drainage area - ClusterID: Group of side and main channel reaches - iHyd_QLow: Low flow - iHyd_Q2: 2 year recurrence interval flood - iHyd_SPLow: Low flow stream power - iHyd_SP2: 2 year interval stream power - oVC_Hpe: historic vegetation dam capacity based on historic vegetation - oVC_EX: existing vegetation dam capacity based on existing vegetation - oCC_HPE: historic dam capacity density - mCC_HPE_CT: historic dam capacity count - oCC_EX: existing dam capacity density ( dams per km) - mCC_EX_CT: existing dam capacity count - mCC_HisDep: historic capacity remaining - Shape_Leng: Default ArcGIS attribute - BUFF_DIST: Buffer distance (m) - Name: Dam Name - FolderPath: File Folder Source - SymbolID: Dam Symbol ID - AltMode: Default ArcGIS attribute - Base: Default ArcGIS attribute - Clamped: Default ArcGIS attribute - Extruded: Default ArcGIS attribute - Snippet: Default ArcGIS attribute - PopupInfo: Default ArcGIS attribute - Shape_Le_1: Default ArcGIS attribute - EVT: LANDFIRE EVT Code intersecting at each dam - Length: Dam Length (m) - X: Dam X coordinate - Y: Dam Y coordinate - Elevation: Dam Elevation (ft) - DamKM: Observed Calculated Dam / Km Value MB_Random.csv – Medicine Bow scale BRAT Random Version Outputs Variables: - Join_Count: Count of Dams Intersecting Each Line Segment - TARGET_FID: Spatial Join Target ID - StreamName: Stream Name - StreamID: Stream ID - StreamLen: Stream Length - SegID: Stream Segment ID - SegLen: Stream Segment Length - ORIG_FID: Original ID - ORIG_SEQ: Original - ReachID: Stream Reach ID - ReachLen: Stream Length ID - ReachDist: Stream Reach Distance - iGeo_ElMax: Reach Maximum Elevation - iGeo_ElMin: Reach Minimum Elevation - iGeo_Len: Reach Length - iGeo_Slope: Reach Slope - iGeo_DA: Reach Drainage Area - iVeg100EX: Average Existing Vegetation Code within 100 meters - iVeg_30EX: Average Existing Vegetation Code within 30 meters - iVeg100Hpe: Average Historic Vegetation Code within 100 meters - iVeg_30Hpe: Average Historic Vegetation Code within 30 meters - iPC_RoadX: Distance to Road Crossing - iPC_RoadVB: Distance to road within valley bottom - iPC_Road: Distance to road - iPC_RailVB: Distance to railroad within valley bottom - iPC_Rail: Distance to railroad - iPC_Canal: Distance to canals and ditches - iPC_DivPts: Distance to points of diversion - ADMIN_AGEN: Land ownership - iPC_Privat: Distance to private land - iPC_LU: Land use intensity - iPC_VLowLU: Very low land use - iPC_LowLU: Low land use - iPC_ModLU: Moderate land use - iPC_HighLU: High land use - oPC_Dist: Distance to nearest infrastructure - IsMainCh: Main channel reaches - IsMultiCh: Side channel reaches - Orig_DA: Original drainage area - ClusterID: Group of side and main channel reaches - iHyd_QLow: Low flow - iHyd_Q2: 2 year recurrence interval flood - iHyd_SPLow: Low flow stream power - iHyd_SP2: 2 year interval stream power - oVC_Hpe: historic vegetation dam capacity based on historic vegetation - oVC_EX: existing vegetation dam capacity based on existing vegetation - oCC_HPE: historic dam capacity density - mCC_HPE_CT: historic dam capacity count - oCC_EX: existing dam capacity density ( dams per km) - mCC_EX_CT: existing dam capacity count - mCC_HisDep: historic capacity remaining - Shape_Leng: Default ArcGIS attribute - BUFF_DIST: Buffer distance (m) - Name: Dam Name - FolderPath: File Folder Source - SymbolID: Dam Symbol ID - AltMode: Default ArcGIS attribute - Base: Default ArcGIS attribute - Clamped: Default ArcGIS attribute - Extruded: Default ArcGIS attribute - Snippet: Default ArcGIS attribute - PopupInfo: Default ArcGIS attribute - Shape_Le_1: Default ArcGIS attribute - EVT: LANDFIRE EVT Code intersecting at each dam - Length: Dam Length (m) - X: Dam X coordinate - Y: Dam Y coordinate - Elevation: Dam Elevation (ft) - DamKM: Observed Calculated Dam / Km Value HJ_Chew_Survey.csv – Pole Mountain scale BRAT Surveyed Calibration Outputs Variables: - Join_Count: Count of Dams Intersecting Each Line Segment - TARGET_FID: Spatial Join Target ID - StreamName: Stream Name - StreamID: Stream ID - StreamLen: Stream Length - SegID: Stream Segment ID - SegLen: Stream Segment Length - ORIG_FID: Original ID - ORIG_SEQ: Original - ReachID: Stream Reach ID - ReachLen: Stream Length ID - ReachDist: Stream Reach Distance - iGeo_ElMax: Reach Maximum Elevation - iGeo_ElMin: Reach Minimum Elevation - iGeo_Len: Reach Length - iGeo_Slope: Reach Slope - iGeo_DA: Reach Drainage Area - iVeg100EX: Average Existing Vegetation Code within 100 meters - iVeg_30EX: Average Existing Vegetation Code within 30 meters - iVeg100Hpe: Average Historic Vegetation Code within 100 meters - iVeg_30Hpe: Average Historic Vegetation Code within 30 meters - iPC_RoadX: Distance to Road Crossing - iPC_RoadVB: Distance to road within valley bottom - iPC_Road: Distance to road - iPC_RailVB: Distance to railroad within valley bottom - iPC_Rail: Distance to railroad - iPC_Canal: Distance to canals and ditches - iPC_DivPts: Distance to points of diversion - ADMIN_AGEN: Land ownership - iPC_Privat: Distance to private land - iPC_LU: Land use intensity - iPC_VLowLU: Very low land use - iPC_LowLU: Low land use - iPC_ModLU: Moderate land use - iPC_HighLU: High land use - oPC_Dist: Distance to nearest infrastructure - IsMainCh: Main channel reaches - IsMultiCh: Side channel reaches - Orig_DA: Original drainage area - ClusterID: Group of side and main channel reaches - iHyd_QLow: Low flow - iHyd_Q2: 2 year recurrence interval flood - iHyd_SPLow: Low flow stream power - iHyd_SP2: 2 year interval stream power - oVC_Hpe: historic vegetation dam capacity based on historic vegetation - oVC_EX: existing vegetation dam capacity based on existing vegetation - oCC_HPE: historic dam capacity density - mCC_HPE_CT: historic dam capacity count - oCC_EX: existing dam capacity density ( dams per km) - mCC_EX_CT: existing dam capacity count - mCC_HisDep: historic capacity remaining - Shape_Leng: Default ArcGIS attribute - BUFF_DIST: Buffer distance (m) - Name: Dam Name - FolderPath: File Folder Source - SymbolID: Dam Symbol ID - AltMode: Default ArcGIS attribute - Base: Default ArcGIS attribute - Clamped: Default ArcGIS attribute - Extruded: Default ArcGIS attribute - Snippet: Default ArcGIS attribute - PopupInfo: Default ArcGIS attribute - Shape_Le_1: Default ArcGIS attribute - EVT: LANDFIRE EVT Code intersecting at each dam - Length: Dam Length (m) - X: Dam X coordinate - Y: Dam Y coordinate - Elevation: Dam Elevation (ft) - DamKM: Observed Calculated Dam / Km Value HJ_Dam_Frequency.csv – Pole Mountain scale BRAT Dam Frequency Calibration Outputs Variables: - Join_Count: Count of Dams Intersecting Each Line Segment - TARGET_FID: Spatial Join Target ID - StreamName: Stream Name - StreamID: Stream ID - StreamLen: Stream Length - SegID: Stream Segment ID - SegLen: Stream Segment Length - ORIG_FID: Original ID - ORIG_SEQ: Original - ReachID: Stream Reach ID - ReachLen: Stream Length ID - ReachDist: Stream Reach Distance - iGeo_ElMax: Reach Maximum Elevation - iGeo_ElMin: Reach Minimum Elevation - iGeo_Len: Reach Length - iGeo_Slope: Reach Slope - iGeo_DA: Reach Drainage Area - iVeg100EX: Average Existing Vegetation Code within 100 meters - iVeg_30EX: Average Existing Vegetation Code within 30 meters - iVeg100Hpe: Average Historic Vegetation Code within 100 meters - iVeg_30Hpe: Average Historic Vegetation Code within 30 meters - iPC_RoadX: Distance to Road Crossing - iPC_RoadVB: Distance to road within valley bottom - iPC_Road: Distance to road - iPC_RailVB: Distance to railroad within valley bottom - iPC_Rail: Distance to railroad - iPC_Canal: Distance to canals and ditches - iPC_DivPts: Distance to points of diversion - ADMIN_AGEN: Land ownership - iPC_Privat: Distance to private land - iPC_LU: Land use intensity - iPC_VLowLU: Very low land use - iPC_LowLU: Low land use - iPC_ModLU: Moderate land use - iPC_HighLU: High land use - oPC_Dist: Distance to nearest infrastructure - IsMainCh: Main channel reaches - IsMultiCh: Side channel reaches - Orig_DA: Original drainage area - ClusterID: Group of side and main channel reaches - iHyd_QLow: Low flow - iHyd_Q2: 2 year recurrence interval flood - iHyd_SPLow: Low flow stream power - iHyd_SP2: 2 year interval stream power - oVC_Hpe: historic vegetation dam capacity based on historic vegetation - oVC_EX: existing vegetation dam capacity based on existing vegetation - oCC_HPE: historic dam capacity density - mCC_HPE_CT: historic dam capacity count - oCC_EX: existing dam capacity density ( dams per km) - mCC_EX_CT: existing dam capacity count - mCC_HisDep: historic capacity remaining - Shape_Leng: Default ArcGIS attribute - BUFF_DIST: Buffer distance (m) - Name: Dam Name - FolderPath: File Folder Source - SymbolID: Dam Symbol ID - AltMode: Default ArcGIS attribute - Base: Default ArcGIS attribute - Clamped: Default ArcGIS attribute - Extruded: Default ArcGIS attribute - Snippet: Default ArcGIS attribute - PopupInfo: Default ArcGIS attribute - Shape_Le_1: Default ArcGIS attribute - EVT: LANDFIRE EVT Code intersecting at each dam - Length: Dam Length (m) - X: Dam X coordinate - Y: Dam Y coordinate - Elevation: Dam Elevation (ft) - DamKM: Observed Calculated Dam / Km Value HJ_Natural_Breaks.csv – Pole Mountain scale BRAT Natural Breaks Calibration Outputs Variables: - Join_Count: Count of Dams Intersecting Each Line Segment - TARGET_FID: Spatial Join Target ID - StreamName: Stream Name - StreamID: Stream ID - StreamLen: Stream Length - SegID: Stream Segment ID - SegLen: Stream Segment Length - ORIG_FID: Original ID - ORIG_SEQ: Original - ReachID: Stream Reach ID - ReachLen: Stream Length ID - ReachDist: Stream Reach Distance - iGeo_ElMax: Reach Maximum Elevation - iGeo_ElMin: Reach Minimum Elevation - iGeo_Len: Reach Length - iGeo_Slope: Reach Slope - iGeo_DA: Reach Drainage Area - iVeg100EX: Average Existing Vegetation Code within 100 meters - iVeg_30EX: Average Existing Vegetation Code within 30 meters - iVeg100Hpe: Average Historic Vegetation Code within 100 meters - iVeg_30Hpe: Average Historic Vegetation Code within 30 meters - iPC_RoadX: Distance to Road Crossing - iPC_RoadVB: Distance to road within valley bottom - iPC_Road: Distance to road - iPC_RailVB: Distance to railroad within valley bottom - iPC_Rail: Distance to railroad - iPC_Canal: Distance to canals and ditches - iPC_DivPts: Distance to points of diversion - ADMIN_AGEN: Land ownership - iPC_Privat: Distance to private land - iPC_LU: Land use intensity - iPC_VLowLU: Very low land use - iPC_LowLU: Low land use - iPC_ModLU: Moderate land use - iPC_HighLU: High land use - oPC_Dist: Distance to nearest infrastructure - IsMainCh: Main channel reaches - IsMultiCh: Side channel reaches - Orig_DA: Original drainage area - ClusterID: Group of side and main channel reaches - iHyd_QLow: Low flow - iHyd_Q2: 2 year recurrence interval flood - iHyd_SPLow: Low flow stream power - iHyd_SP2: 2 year interval stream power - oVC_Hpe: historic vegetation dam capacity based on historic vegetation - oVC_EX: existing vegetation dam capacity based on existing vegetation - oCC_HPE: historic dam capacity density - mCC_HPE_CT: historic dam capacity count - oCC_EX: existing dam capacity density ( dams per km) - mCC_EX_CT: existing dam capacity count - mCC_HisDep: historic capacity remaining - Shape_Leng: Default ArcGIS attribute - BUFF_DIST: Buffer distance (m) - Name: Dam Name - FolderPath: File Folder Source - SymbolID: Dam Symbol ID - AltMode: Default ArcGIS attribute - Base: Default ArcGIS attribute - Clamped: Default ArcGIS attribute - Extruded: Default ArcGIS attribute - Snippet: Default ArcGIS attribute - PopupInfo: Default ArcGIS attribute - Shape_Le_1: Default ArcGIS attribute - EVT: LANDFIRE EVT Code intersecting at each dam - Length: Dam Length (m) - X: Dam X coordinate - Y: Dam Y coordinate - Elevation: Dam Elevation (ft) - DamKM: Observed Calculated Dam / Km Value HJ_Original.csv – Pole Mountain scale BRAT Original Version Outputs Variables: - Join_Count: Count of Dams Intersecting Each Line Segment - TARGET_FID: Spatial Join Target ID - StreamName: Stream Name - StreamID: Stream ID - StreamLen: Stream Length - SegID: Stream Segment ID - SegLen: Stream Segment Length - ORIG_FID: Original ID - ORIG_SEQ: Original - ReachID: Stream Reach ID - ReachLen: Stream Length ID - ReachDist: Stream Reach Distance - iGeo_ElMax: Reach Maximum Elevation - iGeo_ElMin: Reach Minimum Elevation - iGeo_Len: Reach Length - iGeo_Slope: Reach Slope - iGeo_DA: Reach Drainage Area - iVeg100EX: Average Existing Vegetation Code within 100 meters - iVeg_30EX: Average Existing Vegetation Code within 30 meters - iVeg100Hpe: Average Historic Vegetation Code within 100 meters - iVeg_30Hpe: Average Historic Vegetation Code within 30 meters - iPC_RoadX: Distance to Road Crossing - iPC_RoadVB: Distance to road within valley bottom - iPC_Road: Distance to road - iPC_RailVB: Distance to railroad within valley bottom - iPC_Rail: Distance to railroad - iPC_Canal: Distance to canals and ditches - iPC_DivPts: Distance to points of diversion - ADMIN_AGEN: Land ownership - iPC_Privat: Distance to private land - iPC_LU: Land use intensity - iPC_VLowLU: Very low land use - iPC_LowLU: Low land use - iPC_ModLU: Moderate land use - iPC_HighLU: High land use - oPC_Dist: Distance to nearest infrastructure - IsMainCh: Main channel reaches - IsMultiCh: Side channel reaches - Orig_DA: Original drainage area - ClusterID: Group of side and main channel reaches - iHyd_QLow: Low flow - iHyd_Q2: 2 year recurrence interval flood - iHyd_SPLow: Low flow stream power - iHyd_SP2: 2 year interval stream power - oVC_Hpe: historic vegetation dam capacity based on historic vegetation - oVC_EX: existing vegetation dam capacity based on existing vegetation - oCC_HPE: historic dam capacity density - mCC_HPE_CT: historic dam capacity count - oCC_EX: existing dam capacity density ( dams per km) - mCC_EX_CT: existing dam capacity count - mCC_HisDep: historic capacity remaining - Shape_Leng: Default ArcGIS attribute - BUFF_DIST: Buffer distance (m) - Name: Dam Name - FolderPath: File Folder Source - SymbolID: Dam Symbol ID - AltMode: Default ArcGIS attribute - Base: Default ArcGIS attribute - Clamped: Default ArcGIS attribute - Extruded: Default ArcGIS attribute - Snippet: Default ArcGIS attribute - PopupInfo: Default ArcGIS attribute - Shape_Le_1: Default ArcGIS attribute - EVT: LANDFIRE EVT Code intersecting at each dam - Length: Dam Length (m) - X: Dam X coordinate - Y: Dam Y coordinate - Elevation: Dam Elevation (ft) - DamKM: Observed Calculated Dam / Km Value HJ_Preferred.csv – Pole Mountain scale BRAT Preferred Calibration Outputs Variables: - Join_Count: Count of Dams Intersecting Each Line Segment - TARGET_FID: Spatial Join Target ID - StreamName: Stream Name - StreamID: Stream ID - StreamLen: Stream Length - SegID: Stream Segment ID - SegLen: Stream Segment Length - ORIG_FID: Original ID - ORIG_SEQ: Original - ReachID: Stream Reach ID - ReachLen: Stream Length ID - ReachDist: Stream Reach Distance - iGeo_ElMax: Reach Maximum Elevation - iGeo_ElMin: Reach Minimum Elevation - iGeo_Len: Reach Length - iGeo_Slope: Reach Slope - iGeo_DA: Reach Drainage Area - iVeg100EX: Average Existing Vegetation Code within 100 meters - iVeg_30EX: Average Existing Vegetation Code within 30 meters - iVeg100Hpe: Average Historic Vegetation Code within 100 meters - iVeg_30Hpe: Average Historic Vegetation Code within 30 meters - iPC_RoadX: Distance to Road Crossing - iPC_RoadVB: Distance to road within valley bottom - iPC_Road: Distance to road - iPC_RailVB: Distance to railroad within valley bottom - iPC_Rail: Distance to railroad - iPC_Canal: Distance to canals and ditches - iPC_DivPts: Distance to points of diversion - ADMIN_AGEN: Land ownership - iPC_Privat: Distance to private land - iPC_LU: Land use intensity - iPC_VLowLU: Very low land use - iPC_LowLU: Low land use - iPC_ModLU: Moderate land use - iPC_HighLU: High land use - oPC_Dist: Distance to nearest infrastructure - IsMainCh: Main channel reaches - IsMultiCh: Side channel reaches - Orig_DA: Original drainage area - ClusterID: Group of side and main channel reaches - iHyd_QLow: Low flow - iHyd_Q2: 2 year recurrence interval flood - iHyd_SPLow: Low flow stream power - iHyd_SP2: 2 year interval stream power - oVC_Hpe: historic vegetation dam capacity based on historic vegetation - oVC_EX: existing vegetation dam capacity based on existing vegetation - oCC_HPE: historic dam capacity density - mCC_HPE_CT: historic dam capacity count - oCC_EX: existing dam capacity density ( dams per km) - mCC_EX_CT: existing dam capacity count - mCC_HisDep: historic capacity remaining - Shape_Leng: Default ArcGIS attribute - BUFF_DIST: Buffer distance (m) - Name: Dam Name - FolderPath: File Folder Source - SymbolID: Dam Symbol ID - AltMode: Default ArcGIS attribute - Base: Default ArcGIS attribute - Clamped: Default ArcGIS attribute - Extruded: Default ArcGIS attribute - Snippet: Default ArcGIS attribute - PopupInfo: Default ArcGIS attribute - Shape_Le_1: Default ArcGIS attribute - EVT: LANDFIRE EVT Code intersecting at each dam - Length: Dam Length (m) - X: Dam X coordinate - Y: Dam Y coordinate - Elevation: Dam Elevation (ft) - DamKM: Observed Calculated Dam / Km Value HJ_Random.csv – Pole Mountain scale BRAT Random Version Outputs Variables: - Join_Count: Count of Dams Intersecting Each Line Segment - TARGET_FID: Spatial Join Target ID - StreamName: Stream Name - StreamID: Stream ID - StreamLen: Stream Length - SegID: Stream Segment ID - SegLen: Stream Segment Length - ORIG_FID: Original ID - ORIG_SEQ: Original - ReachID: Stream Reach ID - ReachLen: Stream Length ID - ReachDist: Stream Reach Distance - iGeo_ElMax: Reach Maximum Elevation - iGeo_ElMin: Reach Minimum Elevation - iGeo_Len: Reach Length - iGeo_Slope: Reach Slope - iGeo_DA: Reach Drainage Area - iVeg100EX: Average Existing Vegetation Code within 100 meters - iVeg_30EX: Average Existing Vegetation Code within 30 meters - iVeg100Hpe: Average Historic Vegetation Code within 100 meters - iVeg_30Hpe: Average Historic Vegetation Code within 30 meters - iPC_RoadX: Distance to Road Crossing - iPC_RoadVB: Distance to road within valley bottom - iPC_Road: Distance to road - iPC_RailVB: Distance to railroad within valley bottom - iPC_Rail: Distance to railroad - iPC_Canal: Distance to canals and ditches - iPC_DivPts: Distance to points of diversion - ADMIN_AGEN: Land ownership - iPC_Privat: Distance to private land - iPC_LU: Land use intensity - iPC_VLowLU: Very low land use - iPC_LowLU: Low land use - iPC_ModLU: Moderate land use - iPC_HighLU: High land use - oPC_Dist: Distance to nearest infrastructure - IsMainCh: Main channel reaches - IsMultiCh: Side channel reaches - Orig_DA: Original drainage area - ClusterID: Group of side and main channel reaches - iHyd_QLow: Low flow - iHyd_Q2: 2 year recurrence interval flood - iHyd_SPLow: Low flow stream power - iHyd_SP2: 2 year interval stream power - oVC_Hpe: historic vegetation dam capacity based on historic vegetation - oVC_EX: existing vegetation dam capacity based on existing vegetation - oCC_HPE: historic dam capacity density - mCC_HPE_CT: historic dam capacity count - oCC_EX: existing dam capacity density ( dams per km) - mCC_EX_CT: existing dam capacity count - mCC_HisDep: historic capacity remaining - Shape_Leng: Default ArcGIS attribute - BUFF_DIST: Buffer distance (m) - Name: Dam Name - FolderPath: File Folder Source - SymbolID: Dam Symbol ID - AltMode: Default ArcGIS attribute - Base: Default ArcGIS attribute - Clamped: Default ArcGIS attribute - Extruded: Default ArcGIS attribute - Snippet: Default ArcGIS attribute - PopupInfo: Default ArcGIS attribute - Shape_Le_1: Default ArcGIS attribute - EVT: LANDFIRE EVT Code intersecting at each dam - Length: Dam Length (m) - X: Dam X coordinate - Y: Dam Y coordinate - Elevation: Dam Elevation (ft) - DamKM: Observed Calculated Dam / Km Value Riverscapes.csv – All HUC 8 scale BRAT Riverscapes Version Outputs Variables: - Join_Count: Count of Dams Intersecting Each Line Segment - TARGET_FID: Spatial Join Target ID - OBJECTID_1: Object ID - ReachCode: NHD FCode integer - StreamName NHD Stream Name - NHDPlusID: - WatershedI - level_path - ownership: Land Administrator - divergence: Flow divergence - stream_ord: Stream Order - us_state: State - ecoregion_: EPA Level III ecoregion - ecoregio_1: EPA Level IV ecoregion - IsPeren: Is perennial - iGeo_Slope: Reach slope - iGeo_Len: Reach Length - iGeo_DA: Reach Drainage Area - iVeg100EX: Average Existing Vegetation Code within 100 meters - iVeg_30EX: Average Existing Vegetation Code within 30 meters - iVeg100HPE: Average Historic Vegetation Code within 100 meters - iVeg_30HPE: Average Historic Vegetation Code within 30 meters - iPC_Road: Distance to nearest road - iPC_RoadX: Distance to nearest road crossing - iPC_RoadVB: Distance to nearest road in valley bottom - iPC_Rail: Distance to nearest railroad - iPC_RailVB: Distance to nearest railroad in valley bottom - iPC_LU: Land use intensity - iPC_VLowLU: Very Low Land Use intensity - iPC_LowLU: Low Land Use intensity - iPC_ModLU: Moderate Land Use intensity - iPC_HighLU: High Land Use Intensity - iHyd_QLow: Low Flow Discharge - iHyd_Q2: Typical Flood Discharge - iHyd_SPLow: Low Flow Stream Power - iHyd_SP2: Flood Flow Stream Power - oVC_HPE: Historic Vegetation Capacity - oVC_EX: Existing Vegetation Capacity - oCC_HPE: Historic dam capacity - mCC_HPE_CT: Historic dam count - oCC_EX: Existing dam capacity - mCC_EX_CT: Existing dam count - Limitation: Limitation ID - RiskID: Risk ID - Opportunit: Oppurtunity ID - iPC_Canal: Distance to nearest canal - iPC_DivPts: Distance to nearest diversion - iPC_Privat: Distance to private land - oPC_Dist: Distance to nearest infrastructure - IsMainCh: Is main channel - IsMultiCh: Is multi channel - mCC_HisDep: Difference from historic dam count - Dam_Settin: Dam setting - ReachType: Reach type - Limitati_1: Dam building limitation - Risk: Dam risk - Opportun_1: Restoration / Conservation oppurtunity - Shape_Leng: Default ArcGIS attribute - ReachLen: Reach Length - BUFF_DIST: Buffer Distance (m) - ORIG_FID: Original FID - Name: Dam Name - FolderPath: File Folder Source - SymbolID: Dam Symbol ID - AltMode: Default ArcGIS attribute - Base: Default ArcGIS attribute - Clamped: Default ArcGIS attribute - Extruded: Default ArcGIS attribute - Snippet: Default ArcGIS attribute - PopupInfo: Default ArcGIS attribute - Shape_Le_1: Default ArcGIS attribute - EVT: LANDFIRE EVT Code intersecting at each dam - Length: Dam Length (m) - X: Dam X coordinate - Y: Dam Y coordinate - Elevation: Dam Elevation (ft) - DamKM: Observed Calculated Dam / Km Value MB_Riverscapes.csv – Medicine Bow scale BRAT Riverscapes Version Outputs Variables: - Join_Count: Count of Dams Intersecting Each Line Segment - TARGET_FID: Spatial Join Target ID - OBJECTID_1: Object ID - ReachCode: NHD FCode integer - StreamName NHD Stream Name - NHDPlusID: - WatershedI - level_path - ownership: Land Administrator - divergence: Flow divergence - stream_ord: Stream Order - us_state: State - ecoregion_: EPA Level III ecoregion - ecoregio_1: EPA Level IV ecoregion - IsPeren: Is perennial - iGeo_Slope: Reach slope - iGeo_Len: Reach Length - iGeo_DA: Reach Drainage Area - iVeg100EX: Average Existing Vegetation Code within 100 meters - iVeg_30EX: Average Existing Vegetation Code within 30 meters - iVeg100HPE: Average Historic Vegetation Code within 100 meters - iVeg_30HPE: Average Historic Vegetation Code within 30 meters - iPC_Road: Distance to nearest road - iPC_RoadX: Distance to nearest road crossing - iPC_RoadVB: Distance to nearest road in valley bottom - iPC_Rail: Distance to nearest railroad - iPC_RailVB: Distance to nearest railroad in valley bottom - iPC_LU: Land use intensity - iPC_VLowLU: Very Low Land Use intensity - iPC_LowLU: Low Land Use intensity - iPC_ModLU: Moderate Land Use intensity - iPC_HighLU: High Land Use Intensity - iHyd_QLow: Low Flow Discharge - iHyd_Q2: Typical Flood Discharge - iHyd_SPLow: Low Flow Stream Power - iHyd_SP2: Flood Flow Stream Power - oVC_HPE: Historic Vegetation Capacity - oVC_EX: Existing Vegetation Capacity - oCC_HPE: Historic dam capacity - mCC_HPE_CT: Historic dam count - oCC_EX: Existing dam capacity - mCC_EX_CT: Existing dam count - Limitation: Limitation ID - RiskID: Risk ID - Opportunit: Oppurtunity ID - iPC_Canal: Distance to nearest canal - iPC_DivPts: Distance to nearest diversion - iPC_Privat: Distance to private land - oPC_Dist: Distance to nearest infrastructure - IsMainCh: Is main channel - IsMultiCh: Is multi channel - mCC_HisDep: Difference from historic dam count - Dam_Settin: Dam setting - ReachType: Reach type - Limitati_1: Dam building limitation - Risk: Dam risk - Opportun_1: Restoration / Conservation oppurtunity - Shape_Leng: Default ArcGIS attribute - ReachLen: Reach Length - BUFF_DIST: Buffer Distance (m) - ORIG_FID: Original FID - Name: Dam Name - FolderPath: File Folder Source - SymbolID: Dam Symbol ID - AltMode: Default ArcGIS attribute - Base: Default ArcGIS attribute - Clamped: Default ArcGIS attribute - Extruded: Default ArcGIS attribute - Snippet: Default ArcGIS attribute - PopupInfo: Default ArcGIS attribute - Shape_Le_1: Default ArcGIS attribute - EVT: LANDFIRE EVT Code intersecting at each dam - Length: Dam Length (m) - X: Dam X coordinate - Y: Dam Y coordinate - Elevation: Dam Elevation (ft) - DamKM: Observed Calculated Dam / Km Value HJ_Riverscapes.csv – Pole Mountain scale BRAT Riverscapes Version Outputs Variables: - Join_Count: Count of Dams Intersecting Each Line Segment - TARGET_FID: Spatial Join Target ID - OBJECTID_1: Object ID - ReachCode: NHD FCode integer - StreamName NHD Stream Name - NHDPlusID: - WatershedI - level_path - ownership: Land Administrator - divergence: Flow divergence - stream_ord: Stream Order - us_state: State - ecoregion_: EPA Level III ecoregion - ecoregio_1: EPA Level IV ecoregion - IsPeren: Is perennial - iGeo_Slope: Reach slope - iGeo_Len: Reach Length - iGeo_DA: Reach Drainage Area - iVeg100EX: Average Existing Vegetation Code within 100 meters - iVeg_30EX: Average Existing Vegetation Code within 30 meters - iVeg100HPE: Average Historic Vegetation Code within 100 meters - iVeg_30HPE: Average Historic Vegetation Code within 30 meters - iPC_Road: Distance to nearest road - iPC_RoadX: Distance to nearest road crossing - iPC_RoadVB: Distance to nearest road in valley bottom - iPC_Rail: Distance to nearest railroad - iPC_RailVB: Distance to nearest railroad in valley bottom - iPC_LU: Land use intensity - iPC_VLowLU: Very Low Land Use intensity - iPC_LowLU: Low Land Use intensity - iPC_ModLU: Moderate Land Use intensity - iPC_HighLU: High Land Use Intensity - iHyd_QLow: Low Flow Discharge - iHyd_Q2: Typical Flood Discharge - iHyd_SPLow: Low Flow Stream Power - iHyd_SP2: Flood Flow Stream Power - oVC_HPE: Historic Vegetation Capacity - oVC_EX: Existing Vegetation Capacity - oCC_HPE: Historic dam capacity - mCC_HPE_CT: Historic dam count - oCC_EX: Existing dam capacity - mCC_EX_CT: Existing dam count - Limitation: Limitation ID - RiskID: Risk ID - Opportunit: Oppurtunity ID - iPC_Canal: Distance to nearest canal - iPC_DivPts: Distance to nearest diversion - iPC_Privat: Distance to private land - oPC_Dist: Distance to nearest infrastructure - IsMainCh: Is main channel - IsMultiCh: Is multi channel - mCC_HisDep: Difference from historic dam count - Dam_Settin: Dam setting - ReachType: Reach type - Limitati_1: Dam building limitation - Risk: Dam risk - Opportun_1: Restoration / Conservation oppurtunity - Shape_Leng: Default ArcGIS attribute - ReachLen: Reach Length - BUFF_DIST: Buffer Distance (m) - ORIG_FID: Original FID - Name: Dam Name - FolderPath: File Folder Source - SymbolID: Dam Symbol ID - AltMode: Default ArcGIS attribute - Base: Default ArcGIS attribute - Clamped: Default ArcGIS attribute - Extruded: Default ArcGIS attribute - Snippet: Default ArcGIS attribute - PopupInfo: Default ArcGIS attribute - Shape_Le_1: Default ArcGIS attribute - EVT: LANDFIRE EVT Code intersecting at each dam - Length: Dam Length (m) - X: Dam X coordinate - Y: Dam Y coordinate - Elevation: Dam Elevation (ft) - DamKM: Observed Calculated Dam / Km Value
How to Cite
Andruss, M. (2026). WY BRAT Calibration Validation Data, HydroShare, http://www.hydroshare.org/resource/495bc1c63d064fb2b7d16fa859f67f84
This resource is shared under the Creative Commons Attribution CC BY.
http://creativecommons.org/licenses/by/4.0/
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