flowline_attr.RdNHD Flowline (ComID) Attributes
flowline_attrAn object of class tbl_df (inherits from tbl, data.frame) with 178868 rows and 162 columns.
flowline_attr |> pillar::glimpse()
#> Rows: 178,868
#> Columns: 162
#> $ comid <dbl> 20245062, 24085230, 22226684, 22226720, 2~
#> $ reachcode <fct> 16060014044574, 17120005008721, 180101010~
#> $ gnis_id <chr> NA, NA, "253899", "253899", "253899", "25~
#> $ gnis_name <chr> NA, NA, "Smith River", "Smith River", "Sm~
#> $ lengthkm <dbl> 5.415, 2.787, 0.598, 2.855, 0.807, 5.394,~
#> $ ftype <fct> StreamRiver, StreamRiver, StreamRiver, St~
#> $ fcode <fct> 46003, 46003, 46006, 46006, 46006, 46006,~
#> $ rc_huc_8 <chr> "16060014", "17120005", "18010101", "1801~
#> $ rc_huc_10 <chr> "1606001404", "1712000500", "1801010100",~
#> $ rc_huc_12 <chr> "160600140445", "171200050087", "18010101~
#> $ ftype_desc <chr> "Stream/River", "Stream/River", "Stream/R~
#> $ artificial_path <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE,~
#> $ ply_comid <int> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, N~
#> $ ply_gnis_id <chr> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, N~
#> $ ply_gnis_name <chr> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, N~
#> $ huc_8 <chr> NA, NA, "18010101", "18010101", "18010101~
#> $ huc_10 <chr> NA, NA, "1801010104", "1801010104", "1801~
#> $ hu_10_name <chr> NA, NA, "Smith River", "Smith River", "Sm~
#> $ huc_12 <chr> NA, NA, "180101010404", "180101010404", "~
#> $ hu_12_type <chr> NA, NA, "M", "M", "M", "M", "M", "M", "S"~
#> $ hu_12_name <chr> NA, NA, "Smith River", "Smith River", "Sm~
#> $ hu_12_ds <chr> NA, NA, "180101010502", "180101010502", "~
#> $ hydro_seq <dbl> NA, NA, 10013332, 10013490, 10013972, 100~
#> $ reach_code <fct> NA, NA, 18010101000020, 18010101000021, 1~
#> $ stream_level <dbl> NA, NA, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, ~
#> $ stream_order <dbl> NA, NA, 5, 5, 5, 5, 5, 5, 4, 4, 4, 4, 4, ~
#> $ us_length_km <dbl> NA, NA, 1325.477, 1316.741, 1310.090, 130~
#> $ ds_length_km <dbl> NA, NA, 0.000, 0.598, 4.892, 5.699, 11.09~
#> $ da_area_sq_km <dbl> NA, NA, 1755.1854, 1746.2691, 1738.4283, ~
#> $ da_area_sq_km_div <dbl> NA, NA, 1755.1854, 1746.2691, 1738.4283, ~
#> $ da_area_sq_km_tot <dbl> NA, NA, 1755.1854, 1746.2691, 1738.4283, ~
#> $ divergence_ratio <dbl> NA, NA, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, ~
#> $ reach_length_km <dbl> NA, NA, 0.598, 2.855, 0.807, 5.394, 4.668~
#> $ reach_length_ft <dbl> NA, NA, 1961.94226, 9366.79790, 2647.6378~
#> $ slope <dbl> NA, NA, 0.00065217, 0.00069001, 0.0000371~
#> $ elev_min <dbl> NA, NA, 3.05, 3.44, 8.69, 8.72, 13.13, 22~
#> $ elev_max <dbl> NA, NA, 3.44, 5.41, 8.72, 13.13, 22.00, 2~
#> $ stream_power <dbl> NA, NA, 1.144679262, 1.204943142, 0.06461~
#> $ da_ppt_mean_mm <dbl> NA, NA, 2723.898, 2727.656, 2731.168, 273~
#> $ loc_ppt_mean_mm <dbl> NA, NA, 1821.85, 1910.73, 1939.38, 2097.0~
#> $ vogel_q_ma_cfs <dbl> NA, NA, 6178.05072, 6165.75802, 6155.6592~
#> $ vogel_v_ma_fps <dbl> NA, NA, 1.81167, 1.82382, 1.26003, 1.8621~
#> $ erom_q_ma_cfs <dbl> NA, NA, 4127.598, 4111.549, 4097.949, 407~
#> $ erom_v_ma_fps <dbl> NA, NA, NA, NA, 1.22917, 1.81155, 2.02242~
#> $ sinuosity <dbl> 1.07, 1.69, 1.04, 1.10, 1.11, 1.13, 1.26,~
#> $ da_avg_slope <dbl> NA, NA, 42.38, 42.51, 42.65, 42.75, 42.99~
#> $ da_elev_mean <dbl> NA, NA, 717.08, 720.02, 722.78, 725.09, 7~
#> $ da_elev_min <dbl> NA, NA, 3.05, 3.30, 5.54, 5.54, 12.59, 19~
#> $ da_elev_max <dbl> NA, NA, 1927.99, 1927.99, 1927.99, 1927.9~
#> $ da_elev_rel <dbl> NA, NA, 1924.94, 1924.69, 1922.45, 1922.4~
#> $ loc_bfi <dbl> NA, NA, 46.0000, 45.9753, 45.0000, 44.708~
#> $ da_bfi <dbl> NA, NA, 46.1662, 46.1671, 46.1697, 46.167~
#> $ loc_twi <dbl> NA, NA, 986.5119, 910.0642, 690.3582, 704~
#> $ da_twi <dbl> NA, NA, 602.5557, 601.6043, 600.5490, 600~
#> $ loc_pct_clay <dbl> NA, NA, 23.5595, 25.7558, 33.3100, 31.265~
#> $ da_pct_clay <dbl> NA, NA, 26.7798, 26.7672, 26.7629, 26.727~
#> $ loc_pct_sand <dbl> NA, NA, 29.0960, 25.0422, 14.7206, 18.269~
#> $ da_pct_sand <dbl> NA, NA, 29.0673, 29.1089, 29.1428, 29.219~
#> $ loc_permeability <dbl> NA, NA, 10.9010, 7.9839, 1.9500, 3.0299, ~
#> $ loc_bedrock_depth <dbl> NA, NA, 148.5053, 137.5721, 110.2300, 120~
#> $ da_permeability <dbl> NA, NA, 3.1762, 3.1594, 3.1475, 3.1542, 3~
#> $ da_bedrock_depth <dbl> NA, NA, 102.8035, 102.6739, 102.5554, 102~
#> $ loc_k_erodibility <dbl> NA, NA, 0.3163, 0.3113, 0.3094, 0.3201, 0~
#> $ da_k_erodibility <dbl> NA, NA, 0.3540, 0.3542, 0.3544, 0.3547, 0~
#> $ loc_precip <dbl> NA, NA, 1793.005, 1863.625, 1877.664, 201~
#> $ da_precip <dbl> NA, NA, 2696.198, 2700.126, 2703.767, 270~
#> $ loc_runoff <dbl> NA, NA, 2150, 2150, 2150, 2150, 2150, 215~
#> $ da_runoff <dbl> NA, NA, 2142.698, 2142.661, 2142.628, 214~
#> $ bf_width_m <dbl> NA, NA, 54.37433, 54.26395, 58.87000, 58.~
#> $ bf_depth_m <dbl> NA, NA, 2.068039, 2.064945, 2.790000, 2.3~
#> $ bf_w_d_ratio <dbl> NA, NA, 26.29270, 26.27864, 21.10036, 25.~
#> $ mean_ndvi <dbl> NA, NA, 0.6854199, 0.7078681, 0.6419506, ~
#> $ bio_aq_rank_sw <int> NA, NA, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, ~
#> $ species <dbl> NA, NA, 281, 281, 281, 281, 281, 281, 139~
#> $ species_fish <dbl> NA, NA, 16, 16, 16, 16, 16, 16, 11, 11, 1~
#> $ species_crust <dbl> NA, NA, 3, 3, 3, 3, 3, 3, 0, 0, 0, 0, 0, ~
#> $ species_herps <dbl> NA, NA, 16, 16, 16, 16, 16, 16, 14, 14, 1~
#> $ species_inverts <dbl> NA, NA, 136, 136, 136, 136, 136, 136, 70,~
#> $ species_mollusks <dbl> NA, NA, 6, 6, 6, 6, 6, 6, 2, 2, 2, 2, 2, ~
#> $ species_plants <dbl> NA, NA, 37, 37, 37, 37, 37, 37, 24, 24, 2~
#> $ species_birds <dbl> NA, NA, 62, 62, 62, 62, 62, 62, 13, 13, 1~
#> $ species_mammals <dbl> NA, NA, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, ~
#> $ species_mollusks_crust <dbl> NA, NA, 9, 9, 9, 9, 9, 9, 2, 2, 2, 2, 2, ~
#> $ species_endemic <dbl> NA, NA, 32, 32, 32, 32, 32, 32, 16, 16, 1~
#> $ species_endemic_fish <dbl> NA, NA, 3, 3, 3, 3, 3, 3, 1, 1, 1, 1, 1, ~
#> $ species_endemic_crust <dbl> NA, NA, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, ~
#> $ species_endemic_herps <dbl> NA, NA, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, ~
#> $ species_endemic_inverts <dbl> NA, NA, 26, 26, 26, 26, 26, 26, 13, 13, 1~
#> $ species_endemic_mollusks <dbl> NA, NA, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ~
#> $ species_endemic_plants <dbl> NA, NA, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ~
#> $ species_endemic_birds <dbl> NA, NA, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ~
#> $ species_endemic_mammals <dbl> NA, NA, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, ~
#> $ species_vulnerable <dbl> NA, NA, 66, 66, 66, 66, 66, 66, 36, 36, 3~
#> $ species_listed <dbl> NA, NA, 6, 6, 6, 6, 6, 6, 2, 2, 2, 2, 2, ~
#> $ species_endemic_vulnerable <dbl> NA, NA, 11, 11, 11, 11, 11, 11, 4, 4, 4, ~
#> $ species_endemic_listed <dbl> NA, NA, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, ~
#> $ genus <dbl> NA, NA, 224, 224, 224, 224, 224, 224, 120~
#> $ family <dbl> NA, NA, 111, 111, 111, 111, 111, 111, 76,~
#> $ tax_order <dbl> NA, NA, 56, 56, 56, 56, 56, 56, 39, 39, 3~
#> $ tax_class <dbl> NA, NA, 15, 15, 15, 15, 15, 15, 13, 13, 1~
#> $ phylum <dbl> NA, NA, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, ~
#> $ species_current <dbl> NA, NA, 227, 227, 227, 227, 227, 227, 110~
#> $ species_historical <dbl> NA, NA, 64, 64, 64, 64, 64, 64, 30, 30, 3~
#> $ species_other <dbl> NA, NA, 36, 36, 36, 36, 36, 36, 29, 29, 2~
#> $ hyd_cat <fct> NA, NA, Rain, Rain, Rain, Rain, Rain, Rai~
#> $ hyd_cls <fct> NA, NA, "Winter storms", "Winter storms",~
#> $ nf_bfl_dry_cfs_dry <dbl> NA, NA, 350.00, 348.00, 347.00, 344.00, 3~
#> $ nf_bfl_dry_cfs <dbl> NA, NA, 357.00, 355.00, 353.00, 351.00, 3~
#> $ nf_bfl_wet_cfs <dbl> NA, NA, 1790.0, 1780.0, 1770.0, 1760.0, 1~
#> $ nf_wet_start <dbl> NA, NA, 37.0, 37.0, 37.0, 37.0, 37.0, 38.~
#> $ nf_wet_dur <dbl> NA, NA, 167, 167, 167, 166, 166, 166, 172~
#> $ peak_q2_cfs <dbl> NA, NA, 60800, 60500, 60200, 59900, 59100~
#> $ peak_q5_cfs <dbl> NA, NA, 84300, 83900, 83500, 83000, 82000~
#> $ peak_q10_cfs <dbl> NA, NA, 120000, 119000, 119000, 118000, 1~
#> $ merit_width_m <dbl> NA, NA, NA, 70.40650, 33.88020, 53.46577,~
#> $ vb_width_transect <dbl> NA, NA, 54.37433, 70.40650, 33.88020, 53.~
#> $ frac_leveed_longitudinal <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,~
#> $ lateral_levee_confinement_ft <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, N~
#> $ geomorph_class <fct> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, N~
#> $ geomorph_confined <fct> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, N~
#> $ geomorph_uniform <lgl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, N~
#> $ geomorph_steppool <lgl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, N~
#> $ geomorph_riffles <lgl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, N~
#> $ geomorph_gravel <lgl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, N~
#> $ geomorph_spawning <lgl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, N~
#> $ hqt_gradient_class <fct> Bedrock, Bedrock, Bedrock, Bedrock, Bedro~
#> $ range_FR_Extant <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE,~
#> $ range_FR_Historical <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE,~
#> $ range_LFR_Extant <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE,~
#> $ range_LFR_Historical <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE,~
#> $ range_SR_Extant <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE,~
#> $ range_SR_Historical <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE,~
#> $ range_SR_Observed <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE,~
#> $ range_WR_Extant <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE,~
#> $ range_WR_Historical <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE,~
#> $ range_WR_Observed <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE,~
#> $ range_cvchinook_historical <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE,~
#> $ range_cvchinook_extant <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE,~
#> $ river_group <chr> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, N~
#> $ river_cvpia <chr> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, N~
#> $ habitat <chr> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, N~
#> $ level <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, N~
#> $ watershed_cvpia_parent <chr> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, N~
#> $ watershed_cvpia <chr> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, N~
#> $ watershed_level_1 <chr> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, N~
#> $ watershed_level_2 <chr> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, N~
#> $ watershed_level_3 <chr> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, N~
#> $ range_pisces <chr> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, N~
#> $ bf_xarea_m <dbl> NA, NA, 112.44826, 112.05209, 164.24730, ~
#> $ chan_width_m <dbl> NA, NA, 54.37433, 70.40650, 33.88020, 53.~
#> $ velocity_m_s <dbl> NA, NA, NA, NA, 4.032710, 5.943406, 6.635~
#> $ wetted_perimeter_m <dbl> NA, NA, 58.51041, 58.39384, 64.45000, 63.~
#> $ hydraulic_radius_m <dbl> NA, NA, 1.9218504, 1.9189024, 2.5484453, ~
#> $ critical_shields_number <dbl> NA, NA, 0.02397074, 0.02431113, 0.0117122~
#> $ grain_size_mobilized_mm <dbl> NA, NA, 0.31689472, 0.33008001, 0.0490167~
#> $ shear_velocity_cm_s <dbl> NA, NA, 11.088549, 11.396950, 3.048375, 1~
#> $ settling_velocity_ndim <dbl> NA, NA, 8.423085e+01, 9.145616e+01, 1.750~
#> $ grain_size_suspended_ndim <dbl> NA, NA, 700.88109, 730.32344, 101.02642, ~
#> $ grain_size_suspended_mm <dbl> NA, NA, 0.059693451, 0.062201032, 0.00860~
#> $ mtpi30_min <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, N~
#> $ vb_bf_w_ratio <dbl> NA, NA, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, ~
#> $ da_scalar_maf <dbl> NA, NA, 3.87597636, 3.86160608, 3.8492175~