| Type: | Package |
| Title: | Hydrologic Geospatial Fabric Extraction Tool Chain |
| Version: | 2.0.0 |
| Description: | Traverses and works with National Hydrography Dataset Plus (NHDPlus) data. All methods implemented in 'hydrogeofetch' are available in the NHDPlus documentation available from the US Environmental Protection Agency https://www.epa.gov/waterdata/basic-information. Previously published as 'nhdplusTools'. |
| URL: | https://doi-usgs.github.io/nhdplusTools/ https://github.com/doi-usgs/nhdplusTools/ |
| BugReports: | https://github.com/doi-usgs/nhdplusTools/issues/ |
| Depends: | R (≥ 4.1) |
| Imports: | hydroloom, dataRetrieval, dplyr, sf, units, jsonlite, httr2, xml2, utils, data.table, methods, arrow, tools, zip, memoise, digest |
| Suggests: | testthat, knitr, rmarkdown, ggmap, ggplot2, lwgeom, gifski, leaflet, httptest2, StreamCatTools, terra, maptiles, mapsf |
| License: | CC0 |
| Encoding: | UTF-8 |
| VignetteBuilder: | knitr |
| Config/testthat/parallel: | true |
| Config/testthat/edition: | 3 |
| LazyData: | true |
| LazyDataCompression: | xz |
| Language: | en-US |
| Config/roxygen2/version: | 8.0.0 |
| NeedsCompilation: | no |
| Packaged: | 2026-08-17 13:07:00 UTC; root |
| Author: | David Blodgett |
| Maintainer: | David Blodgett <dblodgett@usgs.gov> |
| Repository: | CRAN |
| Date/Publication: | 2026-08-20 14:40:08 UTC |
Add mainstem identifiers
Description
Joins geoconnex mainstem identifiers onto a table that contains NHDPlusV2 (comid/featureid) or NHDPlusHR (nhdplusid) identifiers using a lookup table.
Usage
add_mainstems(x, join_col = NULL, join_col_type = NULL)
Arguments
x |
data.frame or sf containing an identifier column joinable to NHDPlusV2 or NHDPlusHR. |
join_col |
character name of the identifier column in |
join_col_type |
character one of "nhdpv2" or "nhdphr". Detected
automatically from |
Details
Source data comes from the ref_rivers GitHub release here. The csv source data is downloaded once, converted to parquet, and cached in the user data dir indicated by hydrogeofetch_data_dir.
The NHDPlusV2 lookup csv is roughly 120 MB and the NHDPlusHR lookup roughly 50 MB, so the mainstem functions have no examples. The first call for a given type downloads and converts the table; later calls in the same session read a cached parquet file and are fast.
old_dir <- hydrogeofetch_data_dir() hydrogeofetch_data_dir(file.path(tempdir(), "mainstems")) add_mainstems(data.frame(comid = c(2804607, 2804621))) hydrogeofetch_data_dir(old_dir)
Value
x with mainstem_uri and mainstemid columns added.
Align NHD Dataset Names
Description
this function takes any NHDPlus dataset and aligns the attribute names with those used in hydrogeofetch.
Usage
align_nhdplus_names(x)
Arguments
x |
a |
Value
data.frame renamed sf object
Examples
source(system.file("extdata/new_hope_data.R", package = "hydrogeofetch"))
names(new_hope_flowline)
names(new_hope_flowline) <- tolower(names(new_hope_flowline))
new_hope_flowline <- align_nhdplus_names(new_hope_flowline)
names(new_hope_flowline)
Check mainstem identifiers for supersession
Description
Checks whether geoconnex mainstem identifiers have been superseded by a newer reference release. See update_mainstems to resolve a superseded mainstem id to its replacement.
Usage
check_mainstems(x)
Arguments
x |
integer or character vector of geoconnex |
Value
logical vector the same length as x. TRUE
indicates the mainstem id has been superseded.
Examples
check_mainstems(c(2086165, 2086637))
discover geoconnex reference feature layers
Description
Queries the geoconnex.us reference feature server for available layers and attributes.
Usage
discover_geoconnex_reference()
Value
data.frame containing layers available and fields that are available to query.
Examples
discover_geoconnex_reference()
Discover NHDPlus ID
Description
Multipurpose function to find a COMID of interest.
Note that NHDPlusV2 uses "featureid" for catchment polygons and "comid" for flowline linestrings. These two identifiers are the same where a flowline/catchment pair exists. In some cases, a catchment will not have a flowline and in others, a flowline will not have a catchment.
If a point is provided, and raindrop is false, the comid/featureid integer of the catchment the point is in is returned. This options uses a web service here: https://api.water.usgs.gov/fabric/pygeoapi/collections/catchmentsp
If a point is provided, and raindrop is true, the response is the result of a call to get_raindrop_trace.
If no point is provided, the raindrop argument is ignored and the result is a comid integer derived from a call to get_nldi_feature.
Usage
discover_nhdplus_id(point = NULL, nldi_feature = NULL, raindrop = FALSE)
Arguments
point |
sfc POINT including crs as created by:
|
nldi_feature |
list with names 'featureSource' and 'featureID' where 'featureSource' is derived from the "source" column of the response of get_nldi_sources and the 'featureSource' is a known identifier from the specified 'featureSource'. |
raindrop |
logical if |
Value
integer COMID or list containing COMID and raindrop trace.
Examples
point <- sf::st_sfc(sf::st_point(c(-76.874, 39.482)), crs = 4326)
discover_nhdplus_id(point)
discover_nhdplus_id(point, raindrop = TRUE)
nldi_nwis <- list(featureSource = "nwissite", featureID = "USGS-08279500")
discover_nhdplus_id(nldi_feature = nldi_nwis)
Download mainstem lookup table from ref_rivers
Description
Downloads and caches a geoconnex mainstem identifier lookup table on your computer.
Usage
download_mainstem_lookup(
type,
path = get_mainstem_lookup_path(type),
force = FALSE
)
Arguments
type |
character one of "nhdpv2" or "nhdphr" |
path |
character path where the file should be saved. Default is a persistent system data dir as retrieved by hydrogeofetch_data_dir. Also see: get_mainstem_lookup_path |
force |
logical. Force data re-download. Default = FALSE |
Details
Source data comes from the ref_rivers GitHub release here. The csv source data is downloaded once, converted to parquet, and cached in the user data dir indicated by hydrogeofetch_data_dir.
The NHDPlusV2 lookup csv is roughly 120 MB and the NHDPlusHR lookup roughly 50 MB, so the mainstem functions have no examples. The first call for a given type downloads and converts the table; later calls in the same session read a cached parquet file and are fast.
old_dir <- hydrogeofetch_data_dir() hydrogeofetch_data_dir(file.path(tempdir(), "mainstems")) add_mainstems(data.frame(comid = c(2804607, 2804621))) hydrogeofetch_data_dir(old_dir)
Value
character path to cached data
Download NHD
Description
Download NHD
Usage
download_nhd(nhd_dir, hu_list, download_files = TRUE)
Arguments
nhd_dir |
character directory to save output into |
hu_list |
character vector of hydrologic region(s) to download. Use get_huc to find HU codes of interest. Accepts two digit and four digit codes. |
download_files |
boolean if FALSE, only URLs to files will be returned can be hu02s and/or hu04s |
Value
character Paths to geodatabases created.
Examples
hu <- get_huc(sf::st_sfc(sf::st_point(c(-73, 42)), crs = 4326),
type = "huc08")
(hu <- substr(hu$huc8, 1, 2))
download_nhd(tempdir(), c(hu, "0203"), download_files = FALSE)
Download NHDPlus HiRes
Description
Download NHDPlus HiRes
Usage
download_nhdplushr(nhd_dir, hu_list, download_files = TRUE, archive = FALSE)
Arguments
nhd_dir |
character directory to save output into |
hu_list |
character vector of hydrologic region(s) to download. Use get_huc to find HU codes of interest. Accepts two digit and four digit codes. |
download_files |
boolean if FALSE, only URLs to files will be returned can be hu02s and/or hu04s |
archive |
pull data from the "archive" folder rather than "current". The archive contains the original releases of NHDPlusHR data that were updated in subsequent processing. Not all subsets of NHDPlusHR were updated. See: https://www.usgs.gov/national-hydrography/access-national-hydrography-products for more details. |
Value
character Paths to geodatabases created.
Examples
hu <- get_huc(sf::st_sfc(sf::st_point(c(-73, 42)), crs = 4326),
type = "huc08")
if(inherits(hu, "sf")) {
(hu <- substr(hu$huc8, 1, 2))
download_nhdplushr(tempdir(), c(hu, "0203"), download_files = FALSE)
download_nhdplushr(tempdir(), c(hu, "0203"), download_files = FALSE, archive = TRUE)
}
Download seamless National Hydrography Dataset Version 2 (NHDPlusV2)
Description
This function downloads and decompresses staged seamless NHDPlusV2 data. The following requirements are needed: p7zip (MacOS), 7zip (windows) Please see: https://www.epa.gov/waterdata/get-nhdplus-national-hydrography-dataset-plus-data for more information and metadata about this data.
Default downloads lower-48 only. Pass the island archive URL to 'url' to get Hawaii, Puerto Rico, the Virgin Islands, and the Pacific Islands instead. No Alaska data are available.
The lower-48 archive is roughly 8 GB and extraction needs 7zip installed, so
this function has no example. Pass any writable directory as outdir;
the archive is downloaded there, extracted in place, and the path to the
geodatabase returned:
download_nhdplusv2(file.path(tempdir(), "nhdplusv2"))
Usage
download_nhdplusv2(
outdir,
url = paste0("https://dmap-data-commons-ow.s3.amazonaws.com/NHDPlusV21/",
"Data/NationalData/NHDPlusV21_NationalData_Seamless", "_Geodatabase_Lower48_07.7z"),
progress = TRUE
)
Arguments
outdir |
The folder path where data should be downloaded and extracted |
url |
the location of the online resource |
progress |
boolean display download progress? |
Value
character path to the local geodatabase
Download the seamless Reach File (RF1) Database
Description
This function downloads and decompresses staged RF1 data. See: https://water.usgs.gov/GIS/metadata/usgswrd/XML/erf1_2.xml for metadata.
The archive is roughly 46 MB and the server is slow, so this function has no
example. Pass any writable directory as outdir; the gzipped e00 is
downloaded there, decompressed in place, and the path to the e00 returned:
download_rf1(file.path(tempdir(), "rf1"))
Usage
download_rf1(
outdir,
url = "https://water.usgs.gov/GIS/dsdl/erf1_2.e00.gz",
progress = TRUE
)
Arguments
outdir |
The folder path where data should be downloaded and extracted |
url |
the location of the online resource |
progress |
boolean display download progress? |
Value
character path to the local e00 file
Download NHDPlusVAA data from HydroShare
Description
downloads and caches NHDPlusVAA data on your computer
Usage
download_vaa(
path = get_vaa_path(updated_network),
force = FALSE,
updated_network = FALSE
)
Arguments
path |
character path where the file should be saved. Default is a persistent system data as retrieved by hydrogeofetch_data_dir. Also see: get_vaa_path |
force |
logical. Force data re-download. Default = FALSE |
updated_network |
logical default FALSE. If TRUE, updated network attributes from E2NHD and National Water Model retrieved from doi:10.5066/P976XCVT. |
Details
The VAA data is a aggregate table of information from the NHDPlusV2
elevslope.dbf(s), PlusFlowlineVAA.dbf(s); and NHDFlowlines. All data
originates from the EPA NHDPlus Homepage
here.
To see the location of cached data on your machine use
get_vaa_path.
To view aggregate data and documentation, see
here
Value
character path to cached data
Download the seamless Watershed Boundary Dataset (WBD)
Description
This function downloads and decompresses staged seamless WBD data. Please see: https://prd-tnm.s3.amazonaws.com/StagedProducts/Hydrography/WBD/National/GDB/WBD_National_GDB.xml for metadata.
The national archive is roughly 3 GB, so this function has no example. The "hydrogeofetch Data Access Overview" article works through a download in its Watershed Boundary Dataset section.
Usage
download_wbd(
outdir,
url = paste0("https://prd-tnm.s3.amazonaws.com/StagedProducts/",
"Hydrography/WBD/National/GDB/WBD_National_GDB.zip"),
progress = TRUE
)
Arguments
outdir |
The folder path where data should be downloaded and extracted |
url |
the location of the online resource |
progress |
boolean display download progress? |
Value
character path to the local geodatabase
Get 3DHP Data
Description
Calls the 3DHP_all web service and returns sf data.frames for the selected layers. See https://3dhp.nationalmap.gov/arcgis/rest/services/usgs_3dhp_all/FeatureServer for source data documentation.
Usage
get_3dhp(
AOI = NULL,
ids = NULL,
type = NULL,
universalreferenceid = NULL,
t_srs = NULL,
buffer = 0.5,
page_size = 2000
)
Arguments
AOI |
sf (MULTI)POINT or (MULTI)POLYGON. An 'area of interest' can be provided as either a location (sf POINT) or area (sf POLYGON) in any Spatial Reference System. |
ids |
character vector of id3dhp ids, mainstem uris, or workunitid prefixed ids (e.g. "workunitid:300585") |
type |
character. Type of feature to return. e.g. ("hydrolocation", "flowline", "waterbody", "drainage area", "catchment"). If NULL (default) a data.frame of available types is returned |
universalreferenceid |
character vector of hydrolocation universal reference ids such as reachcodes |
t_srs |
character (PROJ string or EPSG code) or numeric (EPSG code). A user specified - target -Spatial Reference System (SRS/CRS) for returned objects. Will default to the CRS of the input AOI if provided, and to 4326 for ID requests. |
buffer |
numeric. The amount (in meters) to buffer a POINT AOI by for an extended search. Default = 0.5 |
page_size |
numeric default number of features to request at a time. Reducing may help if 500 errors are experienced. |
Details
The returned object(s) will have the same
Spatial Reference System (SRS) as the input AOI. If a individual or set of
IDs are used to query, then the default CRS of EPSG:4269 is
preserved. In all cases, a user-defined SRS can be passed to t_srs
which will override all previous SRS (either input or default).
All buffer and distance operations are handled internally using in
EPSG:5070 Albers Equal Area projection
Value
a simple features (sf) object or valid types if no type supplied
Examples
AOI <- sf::st_as_sfc(sf::st_bbox(c(xmin = -89.56684, ymin = 42.99816,
xmax = -89.24681, ymax = 43.17192),
crs = "+proj=longlat +datum=WGS84 +no_defs"))
# get flowlines and hydrolocations
flowlines <- get_3dhp(AOI = AOI, type = "flowline")
hydrolocation <- get_3dhp(AOI = AOI, type = "hydrolocation")
waterbody <- get_3dhp(AOI = AOI, type = "waterbody")
if(!is.null(waterbody) & !is.null(flowlines) & !is.null(hydrolocation)) {
plot(sf::st_geometry(waterbody), col = "lightblue", border = "lightgrey")
plot(sf::st_geometry(flowlines), col = "blue", add = TRUE)
plot(sf::st_geometry(hydrolocation), col = "grey", pch = "+", add = TRUE) }
# given mainstem ids from any source, can query for them in ids.
SU <- get_3dhp(ids = "https://geoconnex.us/ref/mainstems/194408",
type = "flowline")
if(!is.null(SU))
plot(sf::st_geometry(SU), col = "blue")
# get all the waterbodies along the Susquehanna river
SU_wb <- get_3dhp(ids = unique(SU$waterbodyid3dhp), type = "waterbody")
if(!is.null(SU_wb)) {
plot(sf::st_geometry(SU_wb[grepl("Otsego", SU_wb$gnisidlabel),]),
col = "blue", border = "NA") }
# given a workunitid, can query for all features in that work unit with
# ids = "workunitid:300585" -- not run here as a work unit is tens of
# thousands of features.
# given universalreferenceid (reachcodes), can query for them but only
# for hydrolocations. This is useful for looking up mainstem ids.
if(!is.null(hydrolocation)) {
get_3dhp(universalreferenceid =
head(unique(hydrolocation$universalreferenceid), 5),
type = "hydrolocation")
}
Index Points to the 3DHP Network
Description
Addresses (snaps) point features to the 3D Hydrography Program (3DHP) network using the HydroAdd3D web service. For each input point the service determines the nearest 3DHP flowline, the snapped location and its elevation, the mainstem of that flowline, the measure along the mainstem, and associated GNIS attributes.
Usage
get_3dhp_index(points, t_srs = NULL, convert_missing = TRUE, batch_size = 100)
Arguments
points |
sf data.frame of POINT features to address. Must have a coordinate reference system with a resolvable EPSG code. |
t_srs |
character or object compatible with st_crs. Target coordinate reference system of the returned features. Defaults to the coordinate reference system of 'points'. |
convert_missing |
logical. If 'TRUE' (default), the service no-data values ('zsnap = -9999', 'm = -1', 'snapdistance = -1') are converted to 'NA' and a logical 'snapped' column flags points that addressed successfully. If 'FALSE', no data values are returned as-is. |
batch_size |
integer number of points sent to the service per request. Default 100. |
Details
Points are sent to the service in batches. The 'mainstemid' is a geoconnex mainstem uri (e.g. 'https://geoconnex.us/ref/mainstems/312091') that can be passed to get_3dhp or used with the functions in add_mainstems.
See https://apps.usgs.gov/hydroadd3d for the web service.
Value
sf data.frame of POINT (XYZ) features in 't_srs', one row per input point. The geometry is the snapped location on the 3DHP flowline: the X and Y coordinates are the snapped position and the Z coordinate is the snapped elevation in meters. Points that did not snap carry their original input location as the geometry. Attribute columns:
'source_id' - input row, echoed for joins
'zsnap' - snapped elevation in meters (the geometry Z coordinate)
'mainstemid' - geoconnex mainstem uri
'm' - measure along the mainstem, 0 = downstream, 100 = upstream
'gnisidlabel' / 'gnisid' - GNIS name and id
'featuredate' - date the 3DHP feature was loaded
'snapdistance' - distance in meters from the original to the snapped point
'snapdate' - timestamp of the addressing run
'snapped' - logical, added when 'convert_missing = TRUE', flagging points that addressed successfully
Examples
points <- sf::st_sf(
id = c(1, 2, 3),
geometry = sf::st_sfc(sf::st_point(c(-76.86934, 39.49328)),
sf::st_point(c(-76.91711, 39.40884)),
sf::st_point(c(-76.88081, 39.36354)),
crs = 4326))
indexed <- get_3dhp_index(points)
if(inherits(indexed, "sf")) {
# points that did not snap to a flowline
indexed[!indexed$snapped, ]
# pull the flowline a point was addressed to
get_3dhp(ids = indexed$mainstemid[indexed$snapped][1], type = "flowline")
}
Return RPU or VPU boundaries
Description
Return RPU or VPU boundaries
Usage
get_boundaries(type = "vpu")
Arguments
type |
character. Either "RPU" or "VPU" |
Value
An object of class "sf"
Get Catchment Characteristics
Description
Downloads (subsets of) catchment characteristics from a cloud data store. See get_characteristics_metadata for available characteristics.
When source = "usgs" (the default), data is retrieved from:
Wieczorek, M.E., Jackson, S.E., and Schwarz, G.E., 2018, Select Attributes
for NHDPlus Version 2.1 Reach Catchments and Modified Network Routed Upstream
Watersheds for the Conterminous United States (ver. 3.0, January 2021): U.S.
Geological Survey data release, doi:10.5066/F7765D7V.
When source = "streamcat", data is retrieved from the EPA StreamCat
dataset via the StreamCatTools package (must be installed separately).
The aoi parameter controls the area of interest for StreamCat queries.
Usage
get_catchment_characteristics(
varname,
ids,
reference_fabric = "nhdplusv2",
source = "usgs",
aoi = "cat"
)
Arguments
varname |
character vector of desired variables. If repeated varnames
are provided, they will be downloaded once but duplicated in the output.
For |
ids |
numeric vector of identifiers (comids) from the specified fabric |
reference_fabric |
(not used) will be used to allow future specification of alternate reference fabrics |
source |
character |
aoi |
character area of interest for StreamCat queries. One of
|
Value
data.frame with columns characteristic_id, comid, characteristic_value, and percent_nodata. NULL if no requested variables were found or the data store is unavailable.
Examples
get_catchment_characteristics("CAT_BFI", c(5329343, 5329427))
Get catchment characteristics metadata table
Description
Download and cache table of catchment characteristics.
When source = "usgs" (the default), returns metadata from:
Wieczorek, M.E., Jackson, S.E., and Schwarz, G.E., 2018, Select Attributes
for NHDPlus Version 2.1 Reach Catchments and Modified Network Routed Upstream
Watersheds for the Conterminous United States (ver. 3.0, January 2021): U.S.
Geological Survey data release, doi:10.5066/F7765D7V.
When source = "streamcat", returns metric metadata from the EPA
StreamCat dataset accessed via the StreamCatTools package (must be
installed separately):
Weber, Marc H, Hill, Ryan A., Brookes, Allen F. 2024, StreamCatTools: Tools to
work with the StreamCat API within R and access the full suite of StreamCat and
LakeCat metrics, https://usepa.github.io/StreamCatTools
Usage
get_characteristics_metadata(search, source = "usgs", cache = TRUE)
Arguments
search |
character string of length 1 to free search the metadata table. If no search term is provided the entire table is returned. |
source |
character |
cache |
logical should cached metadata be used? |
Value
data.frame of characteristic metadata with columns ID, description, units, datasetLabel, datasetURL, themeLabel, themeURL, watershedType, sbid, end, s3_url, and http_url. NULL if the metadata service is unavailable.
Examples
# the metadata table is cached in hydrogeofetch_data_dir(); point it at a
# temporary directory so this example does not write to user space.
old_dir <- hydrogeofetch_data_dir()
hydrogeofetch_data_dir(file.path(tempdir(check = TRUE), "meta_demo"))
get_characteristics_metadata()
hydrogeofetch_data_dir(old_dir)
Estimate drainage area from HUC and catchment data
Description
Combines HUC12 areas upstream of HUC outlets with NHDPlusV2 catchment areas for the portion of the basin between the outlet and HUC12 outlets to produce a drainage area estimate. Non-contributing areas captured in HUC12 boundaries are included.
Usage
get_drainage_area_estimates(
start,
catchments = FALSE,
nhdplushr = TRUE,
local_navigation = FALSE,
huc12_data = NULL,
huc12_outlets = NULL,
waterbody_data = NULL,
catchment_data = NULL,
HU_inclusion_override = NULL,
outlet_split_threshold_m = 100
)
Arguments
start |
list with |
catchments |
logical. If TRUE, fetch and return NHDPlusV2 catchment polygons for the full upstream network. Default FALSE. |
nhdplushr |
logical. If TRUE (the default), compute a drainage area estimate from NHDPlusHR catchments. Set to FALSE to skip this step, which avoids the HR web service calls and speeds up computation. |
local_navigation |
logical. If TRUE, use |
huc12_data |
sf data.frame or NULL. In-memory HUC12 polygon table to
use instead of fetching from web services. Column names are lowercased
internally; must include at minimum |
huc12_outlets |
sf data.frame, character path, or NULL. HUC12 pour
points to use instead of the NLDI |
waterbody_data |
sf data.frame or NULL. In-memory NHDWaterbody polygon
table to use instead of fetching from web services. Column names are
lowercased internally; must include |
catchment_data |
sf data.frame or NULL. In-memory NHDPlusV2 CatchmentSP
polygon table. Column names are lowercased internally; must include
|
HU_inclusion_override |
character vector or NULL. Eight- or ten-digit
HUC codes whose HUC12s should be kept even when the parent HUC outlet is
not in the on-network set. Useful for regions like the Prairie Potholes
where landscape-connected HUCs lack a network outlet (e.g.
|
outlet_split_threshold_m |
numeric. Minimum distance in meters from the gage to the outlet of its catchment before the catchment is split. When the gage is at least this far upstream, the outlet catchment is split at the gage point and only the upstream portion is included. Default 100. |
Details
By default, network navigation is performed via the NLDI web service and
flowline attributes are retrieved from the NHDPlusV2 OGC API. When
local_navigation = TRUE, the NHDPlusV2 Value Added Attributes
(get_vaa) are used for network navigation instead, and
only HUC12 pour points are fetched from the NLDI.
HUC drainage area is used upstream of the nearest HUC12 outlet. Between the outlet (e.g. gage) and the HUC outlet(s), catchment areas are used. For large upstream areas the largest HUC level is used to define connectedness, but drainage estimates are derived from HUC12 because that is where the non-contributing area attribute lives.
Three pairs of drainage area estimates are returned: one using only
NLDI-identified HUC12s (HUC12-level), one using HUC10-level queries,
and one using HUC08-level queries for basins spanning multiple HUC08s.
Each pair includes a total and a contributing-only estimate derived from
the ncontrb_a (non-contributing acres) attribute on HUC12 features.
Value
list with elements:
- da_huc12_sqkm
numeric. Total DA using NLDI-identified HUC12s only.
- da_huc10_sqkm
numeric or NA. Total DA using HUC10-level queries. NA when basin is within a single HUC10.
- da_huc08_sqkm
numeric or NA. Total DA using HUC08-level queries. NA when basin is within a single HUC08.
- contrib_da_huc12_sqkm
numeric. Contributing DA (HUC12-only).
- contrib_da_huc10_sqkm
numeric or NA. Contributing DA (HUC10-level).
- contrib_da_huc08_sqkm
numeric or NA. Contributing DA (HUC08-level).
- network_da_sqkm
numeric. Network-derived total DA for comparison.
- basin_da_sqkm
numeric or NA. Area of
drainage_basin. Not the same quantity asnetwork_da_sqkm: that one is the NHDPlusV2totdasqkmattribute for the outlet flowline and covers the whole outlet catchment, while this is a geometric area with the portion below the submitted point removed. The two differ by that sliver plus the usual drift between attribute and geometry. NA whendrainage_basinis NULL.- nhdplushr_network_dasqkm
numeric or NA. Drainage area from NHDPlusHR catchments upstream of the matched HR flowline. NA with a warning when the HR web service is unavailable or fails.
- nhdplushr_boundary
sfc_GEOMETRY or NULL. Dissolved boundary of upstream NHDPlusHR catchments. NULL when the HR estimate is unavailable.
- start_feature
sf data.frame. The resolved NLDI start feature.
- hu12_by_huc12
sf data.frame. NLDI-identified upstream HUC12 polygons (EPSG:5070).
- hu12_by_huc10
sf data.frame or NULL. Upstream HUC12 polygons (HUC10 query). NULL when basin is within a single HUC10.
- hu12_by_huc08
sf data.frame or NULL. Upstream HUC12 polygons (HUC08 query). NULL when basin is within a single HUC08.
- extra_catchments
sf data.frame. Catchments between outlet and HUC12 outlets.
- split_catchment
sf data.frame. Split catchment at HUC12 outlet(s).
- drainage_basin
sf data.frame or NULL. NHDPlusV2 catchments for the upstream network dissolved into a single boundary (EPSG:5070, with a
dasqkmcolumn), with the outlet catchment replaced by the portion above the submitted point. No HUC boundaries are involved. Available whencatchments = TRUEorcatchment_datawas supplied, and always for headwater starts, where the upstream network is a single catchment; NULL otherwise. Also NULL when a split of the outlet catchment was due but the service returned none, since the basin would otherwise carry area below the submitted point.- all_network
data.frame. Full upstream flowline attributes.
- all_catchments
sf data.frame or NULL. NHDPlusV2 catchment polygons for the full upstream network. NULL when
catchments = FALSE.- outlet_flowline_measure
numeric or NULL. Flowline measure (0–100) for the gage on its outlet flowline. NULL for non-gage starts.
- outlet_split_catchment
sf data.frame or NULL. Split catchment at the gage point. Contains "catchment" and "splitCatchment" rows with areas. NULL when no split is needed (gage at outlet or below threshold).
- hu12_outlet
sf data.frame. HUC12 pour points upstream of outlet.
Examples
# Black Earth Creek
start <- list(featureSource = "nwissite", featureID = "USGS-05406500")
result <- get_drainage_area_estimates(start)
result$da_huc10_sqkm
result$network_da_sqkm
Get Elevation Along Path (experimental)
Description
Uses a cross section retrieval web services to retrieve elevation along a path.
Usage
get_elev_along_path(points, num_pts, res = 1, status = TRUE)
Arguments
points |
sf data.frame containing a point column. |
num_pts |
numeric number of points to retrieve along the cross section. |
res |
integer resolution of 3D Elevation Program data to request. Must be one of: 1, 3, 5, 10, 30, 60. |
status |
logical |
Value
sf data.frame containing points retrieved. Names include "id", "distance_m", "elevation_m", "spatial_ref", "geometry", and ".group". .group tracks which input point each set of output points belongs to.
Examples
point1 <- sf::st_sfc(sf::st_point(x = c(-105.9667, 36.17602)), crs = 4326)
point2 <- sf::st_sfc(sf::st_point(x = c(-105.97768, 36.17526)), crs = 4326)
point3 <- sf::st_sfc(sf::st_point(x = c(-105.98869, 36.17450)), crs = 4326)
points <- sf::st_as_sf(c(point1, point2, point3))
(xs <- get_elev_along_path(points, 100))
if(inherits(xs, "sf")) {
bbox <- sf::st_bbox(xs) + c(-0.005, -0.005, 0.005, 0.005)
hydrogeofetch::plot_nhdplus(bbox = bbox, cache_data = FALSE)
plot(sf::st_transform(sf::st_geometry(xs), 3857), pch = ".", add = TRUE, col = "red")
plot(sf::st_transform(sf::st_sfc(point1, crs = 4326), 3857), add = TRUE)
plot(sf::st_transform(sf::st_sfc(point2, crs = 4326), 3857), add = TRUE)
plot(sf::st_transform(sf::st_sfc(point3, crs = 4326), 3857), add = TRUE)
plot(xs$distance_m, xs$elevation_m)
}
Find gagesII Features
Description
Subsets the gagesII dataset by location (POINT), area (POLYGON), or set of IDs. See <doi:10.5066/P96CPHOT> for documentation of source data.
Usage
get_gagesII(AOI = NULL, id = NULL, t_srs = NULL, buffer = 0.5, basin = FALSE)
Arguments
AOI |
sf (MULTI)POINT or (MULTI)POLYGON. An 'area of interest' can be provided as either a location (sf POINT) or area (sf POLYGON) in any Spatial Reference System. |
id |
character NWIS Gage ID(s) |
t_srs |
character (PROJ string or EPSG code) or numeric (EPSG code). A user specified - target -Spatial Reference System (SRS/CRS) for returned objects. Will default to the CRS of the input AOI if provided, and to 4326 for ID requests. |
buffer |
numeric. The amount (in meters) to buffer a POINT AOI by for an extended search. Default = 0.5 |
basin |
logical should the gagesII basin also be returned? If True, return value will be a list with "site" and "basin" elements. |
Details
The returned object(s) will have the same
Spatial Reference System (SRS) as the input AOI. If a individual or set of
IDs are used to query, then the default server CRS of EPSG:4326 is
preserved. In all cases, a user-defined SRS can be passed to t_srs
which will override all previous SRS (either input or default).
All buffer and distance operations are handled internally using an
EPSG:5070 Albers Equal Area projection
Value
a simple features (sf) object, or a data.frame when
skip_geometry = TRUE
get geoconnex reference feature layers
Description
Queries the geoconnex reference feature server for features of interest.
Usage
get_geoconnex_reference(
AOI,
type = NULL,
t_srs = NULL,
buffer = 0.5,
status = TRUE
)
Arguments
AOI |
bbox, sf polygon or point, or a URL that will return an sf object when passed to read_sf |
type |
character the feature type to query. Must match one of the 'id' entries returned by discover_geoconnex_reference (the 'type' column of that output is not a valid value here). |
t_srs |
character (PROJ string or EPSG code) or numeric (EPSG code). A user specified - target -Spatial Reference System (SRS/CRS) for returned objects. Will default to the CRS of the input AOI if provided, and to 4326 for ID requests. |
buffer |
numeric. The amount (in meters) to buffer a POINT AOI by for an extended search. Default = 0.5 |
status |
boolean print status or not |
Value
sf data.frame containing requested reference features
Examples
dplyr::distinct(discover_geoconnex_reference()[c("id", "title")])
AOI <- sf::st_as_sfc(sf::st_bbox(c(xmin = -89.56684, ymin = 42.99816,
xmax = -89.24681, ymax = 43.17192),
crs = "+proj=longlat +datum=WGS84 +no_defs"))
get_geoconnex_reference(AOI, type = "hu04")
get_geoconnex_reference("https://geoconnex.us/ref/mainstems/315626", type = "hu04", )
AOI <- sf::st_sfc(sf::st_point(c(-89.56684, 42.99816)),
crs = "+proj=longlat +datum=WGS84 +no_defs")
get_geoconnex_reference(AOI, type = "hu04", buffer = 100000)
Get NHDPlus HiRes Data
Description
Use to remove unwanted detail NHDPlusHR data See get_nhdplushr for examples.
Usage
get_hr_data(
gdb,
layer = NULL,
min_size_sqkm = NULL,
simp = NULL,
proj = NULL,
rename = TRUE
)
Arguments
gdb |
character path to geodatabase to get data from. |
layer |
character layer name from geodatabase found with st_layers |
min_size_sqkm |
numeric minimum basin size to be included in the output |
simp |
numeric simplification tolerance in units of projection |
proj |
a projection specification compatible with st_crs |
rename |
boolean if TRUE, hydrogeofetch standard attribute values will be applied. |
Value
sf data.frame containing requested data
Find WBD HUC unit subsets
Description
Subsets WBD features by location (POINT), area (POLYGON), or set of HUC IDs.
Usage
get_huc(AOI = NULL, id = NULL, t_srs = NULL, buffer = 0.5, type = NULL)
Arguments
AOI |
sf (MULTI)POINT or (MULTI)POLYGON. An 'area of interest' can be provided as either a location (sf POINT) or area (sf POLYGON) in any Spatial Reference System. |
id |
WBD HUC ID(s) |
t_srs |
character (PROJ string or EPSG code) or numeric (EPSG code). A user specified - target -Spatial Reference System (SRS/CRS) for returned objects. Will default to the CRS of the input AOI if provided, and to 4326 for ID requests. |
buffer |
numeric. The amount (in meters) to buffer a POINT AOI by for an extended search. Default = 0.5 |
type |
character. Type of feature to return. If 'NULL' (default) and 'id' is provided, the HUC level is autodetected from the character length of the IDs (e.g. 2-character IDs → 'huc02', 12-character → 'huc12'). A version suffix alone (e.g. '"_2020"', '"_nhdplusv2"') can also be provided to combine autodetected HUC level with a specific version. If 'NULL' and no 'id' is provided, defaults to 'huc12'. Bare types ('huc02'-'huc12') default to the 2025 WBD version. Versioned types are also available with suffixes '_2025', '_2020', '_nhdplusv2', and '_nhdplushr' (e.g. 'huc12_nhdplusv2'). See https://api.water.usgs.gov/fabric/pygeoapi for the web service. |
Details
The returned object(s) will have the same
Spatial Reference System (SRS) as the input AOI. If a individual or set of
IDs are used to query, then the default server CRS of EPSG:4326 is
preserved. In all cases, a user-defined SRS can be passed to t_srs
which will override all previous SRS (either input or default).
All buffer and distance operations are handled internally using an
EPSG:5070 Albers Equal Area projection
Value
a simple features (sf) object, or a data.frame when
skip_geometry = TRUE
File path to mainstem lookup table cache
Description
hydrogeofetch will download and cache a parquet file
translating geoconnex mainstem identifiers to NHDPlusV2 comids
(type = "nhdpv2") or NHDPlusHR NHDPlusIDs (type = "nhdphr").
Will use the user data dir indicated by hydrogeofetch_data_dir.
Usage
get_mainstem_lookup_path(type)
Arguments
type |
character one of "nhdpv2" or "nhdphr" |
Details
Source data comes from the ref_rivers GitHub release here. The csv source data is downloaded once, converted to parquet, and cached in the user data dir indicated by hydrogeofetch_data_dir.
The NHDPlusV2 lookup csv is roughly 120 MB and the NHDPlusHR lookup roughly 50 MB, so the mainstem functions have no examples. The first call for a given type downloads and converts the table; later calls in the same session read a cached parquet file and are fast.
old_dir <- hydrogeofetch_data_dir() hydrogeofetch_data_dir(file.path(tempdir(), "mainstems")) add_mainstems(data.frame(comid = c(2804607, 2804621))) hydrogeofetch_data_dir(old_dir)
Value
character file path
Find NHDPlusV2 Areas
Description
Subsets NHDPlusV2 Area features by location (POINT), area (POLYGON), or set of IDs. See download_nhdplusv2 for source data documentation.
Usage
get_nhdarea(AOI = NULL, id = NULL, t_srs = NULL, buffer = 0.5)
Arguments
AOI |
sf (MULTI)POINT or (MULTI)POLYGON. An 'area of interest' can be provided as either a location (sf POINT) or area (sf POLYGON) in any Spatial Reference System. |
id |
NHD Area COMID(s) |
t_srs |
character (PROJ string or EPSG code) or numeric (EPSG code). A user specified - target -Spatial Reference System (SRS/CRS) for returned objects. Will default to the CRS of the input AOI if provided, and to 4326 for ID requests. |
buffer |
numeric. The amount (in meters) to buffer a POINT AOI by for an extended search. Default = 0.5 |
Details
The returned object(s) will have the same
Spatial Reference System (SRS) as the input AOI. If a individual or set of
IDs are used to query, then the default server CRS of EPSG:4326 is
preserved. In all cases, a user-defined SRS can be passed to t_srs
which will override all previous SRS (either input or default).
All buffer and distance operations are handled internally using an
EPSG:5070 Albers Equal Area projection
Value
a simple features (sf) object, or a data.frame when
skip_geometry = TRUE
Get NHDPlusHR Data
Description
Calls the NHDPlus_HR web service and returns sf data.frames for the selected layers. See https://hydro.nationalmap.gov/arcgis/rest/services/NHDPlus_HR/MapServer for source data documentation.
Usage
get_nhdphr(
AOI = NULL,
ids = NULL,
type = NULL,
reachcode = NULL,
t_srs = NULL,
buffer = 0.5,
page_size = 2000
)
Arguments
AOI |
sf (MULTI)POINT or (MULTI)POLYGON. An 'area of interest' can be provided as either a location (sf POINT) or area (sf POLYGON) in any Spatial Reference System. |
ids |
character vector of nhdplusid ids |
type |
character. Type of feature to return e.g. c("networknhdflowline", nonnetworknhdflowline", nhdwaterbody", "nhdpluscatchment"). If NULL (default) a data.frame of available types is returned |
reachcode |
character vector of reachcodes NOTE: performance of this query is currently very poor, spatial queries are the primary use of this function. |
t_srs |
character (PROJ string or EPSG code) or numeric (EPSG code). A user specified - target -Spatial Reference System (SRS/CRS) for returned objects. Will default to the CRS of the input AOI if provided, and to 4326 for ID requests. |
buffer |
numeric. The amount (in meters) to buffer a POINT AOI by for an extended search. Default = 0.5 |
page_size |
numeric default number of features to request at a time. Reducing may help if 500 errors are experienced. |
Details
The returned object(s) will have the same
Spatial Reference System (SRS) as the input AOI. If a individual or set of
IDs are used to query, then the default CRS of EPSG:4269 is
preserved. In all cases, a user-defined SRS can be passed to t_srs
which will override all previous SRS (either input or default).
All buffer and distance operations are handled internally using in
EPSG:5070 Albers Equal Area projection
Value
a simple features (sf) object or valid types if no type supplied
Examples
AOI <- sf::st_as_sfc(sf::st_bbox(c(xmin = -89.56684, ymin = 42.99816,
xmax = -89.24681, ymax = 43.17192),
crs = "+proj=longlat +datum=WGS84 +no_defs"))
# get flowlines and hydrolocations
flowlines <- get_nhdphr(AOI = AOI, type = "networknhdflowline")
point <- get_nhdphr(AOI = AOI, type = "nhdpoint")
waterbody <- get_nhdphr(AOI = AOI, type = "nhdwaterbody")
if(!is.null(waterbody) & !is.null(flowlines) & !is.null(point)) {
plot(sf::st_geometry(waterbody), col = "lightblue", border = "lightgrey")
plot(sf::st_geometry(flowlines), col = "blue", add = TRUE)
plot(sf::st_geometry(point), col = "grey", pch = "+", add = TRUE) }
# given universalreferenceid (reachcodes), can query for them but only
# for hydrolocations. This is useful for looking up mainstem ids.
get_nhdphr(reachcode = "13020101021927", type = "networknhdflowline")
Get National Hydrography Dataset V2 Subsets (Multirealization)
Description
Subsets NHDPlusV2 features by location (POINT), area (POLYGON), or set of COMIDs. Multi realizations are supported allowing you to query for flowlines, catchments, or outlets.
NOTE: not all flowlines have catchments and not all catchment have flowlines. Flowlines without catchments will have a 0 areasqkm attribute. Catchments without flowlines terminate in a sink and will have a negative valued comid.
Usage
get_nhdplus(
AOI = NULL,
comid = NULL,
nwis = NULL,
realization = "flowline",
streamorder = NULL,
t_srs = NULL,
properties = NULL,
skip_geometry = FALSE
)
Arguments
AOI |
sf (MULTI)POINT or (MULTI)POLYGON. An 'area of interest' can be provided as either a location (sf POINT) or area (sf POLYGON) in any Spatial Reference System. |
comid |
numeric or character. Search for NHD features by COMID(s) |
nwis |
numeric or character. Search for NHD features by collocated NWIS identifiers |
realization |
character. What realization to return. Default is flowline and options include: outlet, flowline, catchment, and all |
streamorder |
numeric or character. Only return NHD flowlines with a streamorder greater then or equal to this value for input value and higher. Only usable with AOI and flowline realizations. |
t_srs |
character (PROJ string or EPSG code) or numeric (EPSG code). A user specified - target -Spatial Reference System (SRS/CRS) for returned objects. Will default to the CRS of the input AOI if provided, and to 4326 for ID requests. |
properties |
character vector. Column names to return. When NULL (default), all columns are returned. |
skip_geometry |
logical. If TRUE, omit geometry from the response and return a plain data.frame. Default FALSE. |
Details
The returned object(s) will have the same
Spatial Reference System (SRS) as the input AOI. If a individual or set of
IDs are used to query, then the default server CRS of EPSG:4326 is
preserved. In all cases, a user-defined SRS can be passed to t_srs
which will override all previous SRS (either input or default).
All buffer and distance operations are handled internally using an
EPSG:5070 Albers Equal Area projection
Value
sf single, or named list of, simple feature objects. NULL if
no realization succeeded (e.g. degraded service).
Examples
point <- sf::st_sfc(sf::st_point(c(-119.845, 34.4146)), crs = 4326)
get_nhdplus(point)
get_nhdplus(point, realization = "catchment")
get_nhdplus(point, realization = "all")
get_nhdplus(comid = 101)
get_nhdplus(nwis = c(11120000, 11120500))
area <- sf::st_as_sfc(sf::st_bbox(c(xmin = -119.8851, xmax =-119.8361,
ymax = 34.42439, ymin = 34.40473), crs = 4326))
get_nhdplus(area)
get_nhdplus(area, realization = "flowline", streamorder = 3)
Get NHDPlus HiRes
Description
Get NHDPlus HiRes
Usage
get_nhdplushr(
hr_dir,
out_gpkg = NULL,
layers = c("NHDFlowline", "NHDPlusCatchment"),
pattern = ".*GDB.gdb$",
check_terminals = TRUE,
overwrite = FALSE,
keep_cols = NULL,
...
)
Arguments
hr_dir |
character directory with geodatabases (gdb search is recursive) |
out_gpkg |
character path to write output geopackage |
layers |
character vector with desired layers to return. c("NHDFlowline", "NHDPlusCatchment") is default. Choose from: c("NHDFlowline", "NHDPlusCatchment", "NHDWaterbody", "NHDArea", "NHDLine", "NHDPlusSink", "NHDPlusWall", "NHDPoint", "NHDPlusBurnWaterbody", "NHDPlusBurnLineEvent", "HYDRO_NET_Junctions", "WBDHU2", "WBDHU4","WBDHU6", "WBDHU8" "WBDHU10", "WBDHU12", "WBDLine") Set to NULL to get all available. |
pattern |
character optional regex to select certain files in hr_dir |
check_terminals |
boolean if TRUE, run make_standalone on output. |
overwrite |
boolean should the output overwrite? If false and the output layer exists, it will be read and returned so this function will always return data even if called a second time for the same output. This is useful for workflows. Note that this will NOT delete the entire Geopackage. It will overwrite on a per layer basis. |
keep_cols |
character vector of column names to keep in the output. If NULL, all will be kept. |
... |
parameters passed along to get_hr_data for "NHDFlowline" layers. |
Details
NHDFlowline is joined to value added attributes prior to being returned. Names are not modified from the NHDPlusHR geodatabase. Set layers to "NULL" to get all layers.
Value
sf data.frames containing output that may also be written to a geopackage for later use.
Examples
# a small NHDPlusHR sample, downloaded to a temporary directory
work_dir <- file.path(tempdir(check = TRUE), "hr_example")
try(source(system.file("extdata/nhdplushr_data.R", package = "hydrogeofetch")))
if(file.exists(file.path(work_dir, "03_sub.gpkg"))) {
get_nhdplushr(work_dir, pattern = "03_sub.gpkg")
get_nhdplushr(work_dir, pattern = "03_sub.gpkg", layers = NULL)
get_nhdplushr(work_dir, pattern = "03_sub.gpkg",
layers = "NHDFlowline",
min_size_sqkm = 10, simp = 10, proj = 5070)
}
# For real data, download subregions first -- see download_nhdplushr().
Get NLDI Basin Boundary
Description
Get a basin boundary for a given NLDI feature.
Usage
get_nldi_basin(nldi_feature, simplify = TRUE, split = FALSE)
Arguments
nldi_feature |
list with names 'featureSource' and 'featureID' where 'featureSource' is derived from the "source" column of the response of get_nldi_sources and the 'featureID' is a known identifier from the specified 'featureSource'. |
simplify |
logical should response geometry be simplified for visualization and performance? |
split |
logical should response resolve precisely to the location of the 'nldi_feature'? Setting 'TRUE' calls an additional service and will be slower and less robust. |
Details
Only resolves to the nearest NHDPlus catchment divide. See: https://waterdata.usgs.gov/blog/nldi-intro/ for more info on the nldi.
Value
sf data.frame with result basin boundary
Examples
library(sf)
library(dplyr)
nldi_nwis <- list(featureSource = "nwissite", featureID = "USGS-05428500")
site <- get_nldi_feature(nldi_nwis)
basin <- get_nldi_basin(nldi_feature = nldi_nwis)
plot(st_geometry(basin))
basin
basin2 <- get_nldi_basin(nldi_feature = nldi_nwis,
simplify = FALSE, split = TRUE)
if(inherits(basin, "sf") & inherits(basin2, "sf")) {
length(st_coordinates(basin))
length(st_coordinates(basin2))
plot(st_geometry(st_buffer(st_transform(site, 5070),
units::set_units(3000, "m"))), border = NA)
plot(st_geometry(st_transform(site, 5070)), add = TRUE)
plot(st_geometry(st_transform(basin2, 5070)), add = TRUE)
plot(st_geometry(st_transform(basin, 5070)), border = "red", add = TRUE)
}
Get NLDI Feature
Description
Get a single feature from the NLDI
Usage
get_nldi_feature(nldi_feature)
Arguments
nldi_feature |
list with names 'featureSource' and 'featureID' where 'featureSource' is derived from the "source" column of the response of get_nldi_sources and the 'featureID' is a known identifier from the specified 'featureSource'. |
Value
sf data.frame with one feature
Examples
get_nldi_feature(list("featureSource" = "nwissite", featureID = "USGS-05428500"))
Get NLDI Index
Description
uses the Network Linked Data Index to retrieve an estimated network location for the given point. If not within a grid cell of a flowline, will use a raindrop trace service to find the nearest downslope flowline location.
Usage
get_nldi_index(location)
Arguments
location |
numeric WGS84 lon/lat pair (X, Y) |
Value
sf data.frame of estimated network locations for the given point. NULL if the NLDI service is unavailable.
Examples
index <- get_nldi_index(c(-89.276, 42.988))
if(inherits(index, "sf")) {
plot_nhdplus(
bbox = sf::st_bbox(
sf::st_buffer(
sf::st_transform(index[1,], 5070), units::set_units(1000, "m")
)
)
)
plot(sf::st_geometry(sf::st_transform(index, 3857)), add = TRUE)
}
Discover USGS NWIS Stream Gages
Description
Returns a POINT feature class of active, stream network, NWIS gages for an Area of Interest. If a POINT feature is used as an AOI, then the returned sites within the requested buffer, are sorted by distance (in meters) from that POINT.
Usage
get_nwis(AOI = NULL, t_srs = NULL, buffer = 20000)
Arguments
AOI |
sf (MULTI)POINT or (MULTI)POLYGON. An 'area of interest' can be provided as either a location (sf POINT) or area (sf POLYGON) in any Spatial Reference System. |
t_srs |
character (PROJ string or EPSG code) or numeric (EPSG code). A user specified - target -Spatial Reference System (SRS/CRS) for returned objects. Will default to the CRS of the input AOI if provided, and to 4326 for ID requests. |
buffer |
numeric. The amount (in meters) to buffer a POINT AOI by for an extended search. Default = 20,000. Returned results are arranged by distance from POINT AOI |
Details
The returned object(s) will have the same
Spatial Reference System (SRS) as the input AOI. If a individual or set of
IDs are used to query, then the default server CRS of EPSG:4326 is
preserved. In all cases, a user-defined SRS can be passed to t_srs
which will override all previous SRS (either input or default).
All buffer and distance operations are handled internally using an
EPSG:5070 Albers Equal Area projection
Value
a simple features (sf) object, or a data.frame when
skip_geometry = TRUE
Get Raindrop Trace
Description
Uses a raindrop trace web service to trace the nhdplus digital elevation model to the nearest downslope flowline.
Usage
get_raindrop_trace(point, direction = "down")
Arguments
point |
sfc POINT including crs as created by:
|
direction |
character |
Value
sf data.frame containing raindrop trace and requested portion of flowline.
Examples
point <- sf::st_sfc(sf::st_point(x = c(-89.2158, 42.9561)), crs = 4326)
(trace <- get_raindrop_trace(point))
if(inherits(trace, "sf")) {
bbox <- sf::st_bbox(trace) + c(-0.005, -0.005, 0.005, 0.005)
hydrogeofetch::plot_nhdplus(bbox = bbox, cache_data = FALSE)
plot(sf::st_transform(sf::st_sfc(point, crs = 4326), 3857), add = TRUE)
plot(sf::st_transform(sf::st_geometry(trace)[1], 3857), add = TRUE, col = "red")
plot(sf::st_transform(sf::st_geometry(trace)[2], 3857), add = TRUE, col = "black")
}
Get split catchment
Description
Uses a catchment splitting web service to retrieve the portion of a catchment upstream of the point provided.
Usage
get_split_catchment(point, upstream = TRUE)
Arguments
point |
scf POINT including crs as created by:
|
upstream |
logical If TRUE, the entire drainage basin upstream of the point provided is returned in addition to the local catchment. |
Details
This service works within the conterminous US NHDPlusV2 domain. If the point provided falls on an NHDPlusV2 flowline as retrieved from get_raindrop_trace the catchment will be split across the flow line. IF the point is not along the flowline a small sub catchment will typically result. As a result, most users of this function will want to use get_raindrop_trace prior to calls to this function.
An attempt is made to eliminate polygon shards if they exist in the output. However, there is a chance that this function will return a multipolygon data.frame.
Value
sf data.frame containing the local catchment, the split portion and optionally the total drainage basin.
Examples
point <- sf::st_sfc(sf::st_point(x = c(-89.2158, 42.9561)), crs = 4326)
trace <- get_raindrop_trace(point)
if(inherits(trace, "sf")) {
(snap_point <- sf::st_sfc(sf::st_point(trace$intersection_point[[1]]),
crs = 4326))
(catchment <- get_split_catchment(snap_point))
if(inherits(catchment, "sf")) {
bbox <- sf::st_bbox(catchment) + c(-0.005, -0.005, 0.005, 0.005)
hydrogeofetch::plot_nhdplus(bbox = bbox, cache_data = FALSE)
if(length(sf::st_geometry(catchment)) > 1) {
plot(sf::st_transform(sf::st_geometry(catchment)[2], 3857), add = TRUE, col = "black")
}
plot(sf::st_transform(sf::st_geometry(catchment)[1], 3857), add = TRUE, col = "red")
plot(sf::st_transform(sf::st_sfc(point, crs = 4326), 3857), add = TRUE, col = "white")
}
(catchment <- get_split_catchment(snap_point, upstream = FALSE))
if(inherits(catchment, "sf")) {
bbox <- sf::st_bbox(catchment) + c(-0.005, -0.005, 0.005, 0.005)
hydrogeofetch::plot_nhdplus(bbox = bbox, cache_data = FALSE)
plot(sf::st_transform(sf::st_geometry(catchment)[1], 3857), add = TRUE, col = "red")
if(length(sf::st_geometry(catchment)) > 1) {
plot(sf::st_transform(sf::st_geometry(catchment)[2], 3857), add = TRUE, col = "black")
}
plot(sf::st_transform(sf::st_sfc(point, crs = 4326), 3857), add = TRUE, col = "white")
}
pour_point <- sf::st_sfc(sf::st_point(x = c(-89.25619, 42.98646)), crs = 4326)
(catchment <- get_split_catchment(pour_point, upstream = FALSE))
if(inherits(catchment, "sf")) {
bbox <- sf::st_bbox(catchment) + c(-0.005, -0.005, 0.005, 0.005)
hydrogeofetch::plot_nhdplus(bbox = bbox, cache_data = FALSE)
plot(sf::st_transform(sf::st_geometry(catchment)[1], 3857), add = TRUE, col = "red")
if(length(sf::st_geometry(catchment)) > 1) {
plot(sf::st_transform(sf::st_geometry(catchment)[2], 3857), add = TRUE, col = "black")
}
plot(sf::st_transform(sf::st_sfc(pour_point, crs = 4326), 3857), add = TRUE, col = "white")
}
}
Get tocomid
Description
Given flowlines with fromnode and tonode attributes, will return a toid attribute that is the result of joining tonode and fromnode attributes. In the case that a terminalpa attribute is included, the join is executed by terminalpa group. This is done grouped by terminalpathID because duplicate node ids have been encountered across basins in some datasets. If 'remove_coastal' is 'TRUE' (the default) either ftype or fcode are required. Uses the add_toids function.
Usage
get_tocomid(
x,
return_dendritic = TRUE,
missing = 0,
remove_coastal = TRUE,
add = TRUE
)
Arguments
x |
data.frame with comid, tonode, fromnode, and (optionally) divergence and terminalpa attributes. |
return_dendritic |
logical if TRUE, a divergence attribute is required (2 indicates diverted path, 1 is main) and diverted paths will be treated as headwaters. If this is FALSE, the return value is a data.frame including the comid and tocomid attributes. |
missing |
integer value to use for terminal nodes. |
remove_coastal |
logical remove coastal features prior to generating tocomid values? ftype or fcode are required if 'TRUE'. fcode == 56600 or fcode == "Coastline" will be removed. |
add |
logical if TRUE, a tocomid column will be added, otherwise a data.frame with two columns will be returned. |
Value
data.frame containing comid and tocomid attributes or all attributes provided with comid and tocomid in the first and second columns..
Examples
source(system.file("extdata", "sample_flines.R", package = "hydrogeofetch"))
tocomid <- get_tocomid(sample_flines)
tocomid <- get_tocomid(sample_flines, return_dendritic = FALSE)
NHDPlusV2 Attribute Subset
Description
Return requested NHDPlusV2 Attributes.
Calling this function downloads the attribute table to get_vaa_path if it is not already cached there. The base table is roughly 260 MB and the updated network table another 170 MB, so this function has no example. To try it without writing to your user data directory, point hydrogeofetch_data_dir at a temporary path first:
old_dir <- hydrogeofetch_data_dir()
hydrogeofetch_data_dir(file.path(tempdir(), "vaa"))
get_vaa("slope")
get_vaa(c("slope", "lengthkm"))
get_vaa("reachcode", updated_network = TRUE)
hydrogeofetch_data_dir(old_dir)
Usage
get_vaa(
atts = NULL,
path = get_vaa_path(),
download = TRUE,
updated_network = FALSE
)
Arguments
atts |
character The variable names you would like, always includes comid |
path |
character path where the file should be saved. Default is a persistent system data as retrieved by hydrogeofetch_data_dir. Also see: get_vaa_path |
download |
logical if TRUE, the default, will download VAA table if not found at path. |
updated_network |
logical default FALSE. If TRUE, updated network attributes from E2NHD and National Water Model retrieved from doi:10.5066/P976XCVT. |
Details
The VAA data is a aggregate table of information from the NHDPlusV2
elevslope.dbf(s), PlusFlowlineVAA.dbf(s); and NHDFlowlines. All data
originates from the EPA NHDPlus Homepage
here.
To see the location of cached data on your machine use
get_vaa_path.
To view aggregate data and documentation, see
here
Value
data.frame containing requested VAA data
Available NHDPlusV2 Attributes
Description
Find variables available from the NHDPlusV2 attribute data.frame
Calling this function downloads the attribute table to get_vaa_path if it is not already cached there. The table is roughly 260 MB, so this function has no example.
old_dir <- hydrogeofetch_data_dir() hydrogeofetch_data_dir(file.path(tempdir(), "vaa")) get_vaa_names() hydrogeofetch_data_dir(old_dir)
Usage
get_vaa_names(updated_network = FALSE)
Arguments
updated_network |
logical default FALSE. If TRUE, updated network attributes from E2NHD and National Water Model retrieved from doi:10.5066/P976XCVT. |
Details
The VAA data is a aggregate table of information from the NHDPlusV2
elevslope.dbf(s), PlusFlowlineVAA.dbf(s); and NHDFlowlines. All data
originates from the EPA NHDPlus Homepage
here.
To see the location of cached data on your machine use
get_vaa_path.
To view aggregate data and documentation, see
here
Value
character vector
File path to value added attribute (vaa) Cache
Description
hydrogeofetch will download and cache a parquet file with NHDPlusV2 attribute data sans geometry. This function returns the file path to the cached file. Will use the user data dir indicated by hydrogeofetch_data_dir.
Usage
get_vaa_path(updated_network = FALSE)
Arguments
updated_network |
logical default FALSE. If TRUE, returns path to updated network parameters. See get_vaa for more. |
Details
The VAA data is a aggregate table of information from the NHDPlusV2
elevslope.dbf(s), PlusFlowlineVAA.dbf(s); and NHDFlowlines. All data
originates from the EPA NHDPlus Homepage
here.
To see the location of cached data on your machine use
get_vaa_path.
To view aggregate data and documentation, see
here
Value
character file path
Examples
get_vaa_path()
get_vaa_path(updated_network = TRUE)
Find NHDPlusV2 Water Bodies
Description
Subsets NHDPlusV2 waterbody features by location (POINT), area (POLYGON), or set of IDs. See download_nhdplusv2 for source data documentation.
Usage
get_waterbodies(AOI = NULL, id = NULL, t_srs = NULL, buffer = 0.5)
Arguments
AOI |
sf (MULTI)POINT or (MULTI)POLYGON. An 'area of interest' can be provided as either a location (sf POINT) or area (sf POLYGON) in any Spatial Reference System. |
id |
NHD Waterbody COMID(s) |
t_srs |
character (PROJ string or EPSG code) or numeric (EPSG code). A user specified - target -Spatial Reference System (SRS/CRS) for returned objects. Will default to the CRS of the input AOI if provided, and to 4326 for ID requests. |
buffer |
numeric. The amount (in meters) to buffer a POINT AOI by for an extended search. Default = 0.5 |
Details
The returned object(s) will have the same
Spatial Reference System (SRS) as the input AOI. If a individual or set of
IDs are used to query, then the default server CRS of EPSG:4326 is
preserved. In all cases, a user-defined SRS can be passed to t_srs
which will override all previous SRS (either input or default).
All buffer and distance operations are handled internally using an
EPSG:5070 Albers Equal Area projection
Value
a simple features (sf) object, or a data.frame when
skip_geometry = TRUE
Get Waterbody Outlet
Description
Get Waterbody Outlet
Usage
get_wb_outlet(lake_id, network)
Arguments
lake_id |
integer COMID (or character permanent identifier for hi res) of lake. |
network |
data.frame of network features containing wbareacomi, and Hydroseq |
Value
sf data.frame with single record of network COMID associated with most-downstream reach in the NHD Waterbody
Examples
source(system.file("extdata/sample_data.R", package = "hydrogeofetch"))
fline <- sf::read_sf(sample_data, "NHDFlowline_Network")
wtbdy <- sf::read_sf(sample_data, "NHDWaterbody")
lake_COMID <- wtbdy$COMID[wtbdy$GNIS_NAME=='Lake Mendota 254']
get_wb_outlet(13293262, fline)
Get Cross Section From Point (experimental)
Description
Uses a cross section retrieval web services to retrieve a cross section given a point and specified width. Orientation is determined based on direction of the flowline found near point. This function uses a 10m National Elevation Dataset request on the back end.
Usage
get_xs_point(point, width, num_pts)
Arguments
point |
sfc POINT including crs as created by:
|
width |
Cross section width in meters. |
num_pts |
numeric number of points to retrieve along the cross section. |
Value
sf data.frame containing points retrieved.
Examples
point <- sf::st_sfc(sf::st_point(x = c(-105.97218, 36.17592)), crs = 4326)
(xs <- get_xs_point(point, 300, 100))
if(inherits(xs, "sf")) {
bbox <- sf::st_bbox(xs) + c(-0.005, -0.005, 0.005, 0.005)
hydrogeofetch::plot_nhdplus(bbox = bbox, cache_data = FALSE)
plot(sf::st_transform(sf::st_geometry(xs), 3857), pch = ".", add = TRUE, col = "red")
plot(sf::st_transform(sf::st_sfc(point, crs = 4326), 3857), add = TRUE)
plot(xs$distance_m, xs$elevation_m)
}
Get Cross Section Endpoints (experimental)
Description
Uses a cross section retrieval web services to retrieve a cross section between two endpoints.
Usage
get_xs_points(point1, point2, num_pts, res = 1)
Arguments
point1 |
sfc POINT including crs as created by:
|
point2 |
sfc POINT including crs. |
num_pts |
numeric number of points to retrieve along the cross section. |
res |
integer resolution of 3D Elevation Program data to request. Must be one of: 1, 3, 5, 10, 30, 60. |
Value
sf data.frame containing points retrieved.
Examples
point1 <- sf::st_sfc(sf::st_point(x = c(-105.9667, 36.17602)), crs = 4326)
point2 <- sf::st_sfc(sf::st_point(x = c(-105.97768, 36.17526)), crs = 4326)
(xs <- get_xs_points(point1, point2, 100))
if(inherits(xs, "sf")) {
bbox <- sf::st_bbox(xs) + c(-0.005, -0.005, 0.005, 0.005)
hydrogeofetch::plot_nhdplus(bbox = bbox, cache_data = FALSE)
plot(sf::st_transform(sf::st_geometry(xs), 3857), pch = ".", add = TRUE, col = "red")
plot(sf::st_transform(sf::st_sfc(point1, crs = 4326), 3857), add = TRUE)
plot(sf::st_transform(sf::st_sfc(point2, crs = 4326), 3857), add = TRUE)
plot(xs$distance_m, xs$elevation_m)
}
Clear cached hydrogeofetch data
Description
Removes files that hydrogeofetch has written to hydrogeofetch_data_dir. Use this to reclaim space or to force downloaded data to be refreshed.
Downloaded datasets are kept until removed with this function – nothing expires them automatically – so it is worth calling periodically if you use get_vaa or add_mainstems on many different areas.
Usage
hydrogeofetch_cache_clear(what = "all", ask = interactive())
Arguments
what |
character which cached data to remove. One or more of 'responses' (the 'memoise' filesystem cache of web service responses), 'tiles' (basemap tiles cached by plot_nhdplus), 'vaa' (value added attribute parquet files), 'mainstems' (mainstem lookup tables), or 'all' (the default) for everything in the data directory. |
ask |
logical if TRUE, the default in an interactive session, asks for confirmation before deleting. |
Value
character vector of paths removed, invisibly.
Examples
# pointed at an empty temporary directory here so the example does not
# remove anything you have actually cached
old_dir <- hydrogeofetch_data_dir()
hydrogeofetch_data_dir(file.path(tempdir(), "hgf_cache_demo"))
hydrogeofetch_cache_clear(ask = FALSE)
hydrogeofetch_data_dir(old_dir)
hydrogeofetch cache settings
Description
Provides an interface to adjust hydrogeofetch 'memoise' cache.
Mode and timeout can also be set using environment variables. 'HYDROGEOFETCH_MEMOISE_CACHE' and 'HYDROGEOFETCH_MEMOISE_TIMEOUT' are used unless overridden with this function. The old 'NHDPLUSTOOLS_*' names are still recognized as a fallback.
The default mode is 'memory', so cached responses live only as long as the R session. Set 'filesystem' to persist them in hydrogeofetch_data_dir, and see hydrogeofetch_cache_clear to remove them again.
Usage
hydrogeofetch_cache_settings(mode = NULL, timeout = NULL)
Arguments
mode |
character 'memory' (default) or 'filesystem' |
timeout |
numeric number of seconds until caches invalidate |
Value
list containing settings at time of calling. If inputs are NULL, current settings. If settings are altered, previous setting values.
Get or set hydrogeofetch data directory
Description
if left unset, will return the user data dir as returned by 'tools::R_user_dir' for this package.
Usage
hydrogeofetch_data_dir(dir = NULL)
Arguments
dir |
path of desired data directory |
Value
character path of data directory (silent when setting)
Examples
hydrogeofetch_data_dir()
# set it somewhere else, then put it back
old_dir <- hydrogeofetch_data_dir()
hydrogeofetch_data_dir(file.path(tempdir(check = TRUE), "demo"))
hydrogeofetch_data_dir()
hydrogeofetch_data_dir(old_dir)
Make isolated NHDPlusHR region a standalone dataset
Description
Cleans up and prepares NHDPlusHR regional data for use as complete NHDPlus data. The primary modification applied is to ensure that any flowpath that exits the domain is labeled as a terminal path and attributes are propagated upstream such that the domain is independently complete.
Usage
make_standalone(flowlines)
Arguments
flowlines |
sf data.frame of NHDPlusHR flowlines. |
Value
sf data.frame containing standalone network
Examples
library(dplyr)
library(sf)
source(system.file("extdata/nhdplushr_data.R", package = "hydrogeofetch"))
(outlet <- filter(hr_data$NHDFlowline, Hydroseq == min(Hydroseq)))
nrow(filter(hr_data$NHDFlowline, TerminalPa == outlet$Hydroseq))
hr_data$NHDFlowline <- make_standalone(hr_data$NHDFlowline)
(outlet <- filter(hr_data$NHDFlowline, Hydroseq == min(Hydroseq)))
nrow(filter(hr_data$NHDFlowline, TerminalPa == outlet$Hydroseq))
source(system.file("extdata/nhdplushr_data.R", package = "hydrogeofetch"))
# Remove mainstem and non-dendritic stuff.
subset <- filter(hr_data$NHDFlowline,
StreamLeve > min(hr_data$NHDFlowline$StreamLeve) &
StreamOrde == StreamCalc)
subset <- subset_nhdplus(subset$COMID, nhdplus_data = hr_gpkg)$NHDFlowline
plot(sf::st_geometry(hr_data$NHDFlowline))
flowline_mod <- make_standalone(subset)
terminals <- unique(flowline_mod$TerminalPa)
colors <- sample(hcl.colors(length(terminals), palette = "Zissou 1"))
for(i in 1:length(terminals)) {
fl <- flowline_mod[flowline_mod$TerminalPa == terminals[i], ]
plot(st_geometry(fl), col = colors[i], lwd = 2, add = TRUE)
}
ol <- filter(flowline_mod, TerminalFl == 1 & TerminalPa %in% terminals)
plot(st_geometry(ol), lwd = 2, add = TRUE)
Make Interactive Map of NHDPlus
Description
Given a list of outlets, get their basin boundaries and network and return a leaflet map in EPSG:4326.
Usage
map_nhdplus(
outlets = NULL,
bbox = NULL,
streamorder = NULL,
nhdplus_data = NULL,
gpkg = NULL,
flowline_only = NULL,
plot_config = NULL,
overwrite = TRUE,
cache_data = NULL,
return_map = FALSE
)
Arguments
outlets |
list of nldi outlets. Other inputs are coerced into nldi outlets, see details. |
bbox |
object of class bbox with a defined crs. See examples. |
streamorder |
integer only streams of order greater than or equal will be returned |
nhdplus_data |
geopackage containing source nhdplus data (omit to download) |
gpkg |
path and file with .gpkg ending. If omitted, no file is written. |
flowline_only |
boolean only subset and plot flowlines only, default=FALSE |
plot_config |
list containing plot configuration, see details. |
overwrite |
passed on to subset_nhdplus. |
cache_data |
character path to rds file where all plot data can be cached. If file doesn't exist, it will be created. If set to FALSE, all caching will be turned off – this includes basemap tiles. |
return_map |
if FALSE (default), a data.frame of plot data is returned invisibly in NAD83 Lat/Lon, if TRUE the leaflet object is returned |
Details
map_nhdplus supports several input specifications. An unexported function "as_outlet" is used to convert the outlet formats as described below.
if outlets is omitted, the bbox input is required and all nhdplus data in the bounding box is plotted.
If outlets is a list of integers, it is assumed to be NHDPlus IDs (comids) and all upstream tributaries are plotted.
if outlets is an integer vector, it is assumed to be all NHDPlus IDs (comids) that should be plotted. Allows custom filtering.
If outlets is a character vector, it is assumed to be NWIS site ids.
if outlets is a list containing only characters, it is assumed to be a list of nldi features and all upstream tributaries are plotted.
if outlets is a data.frame with point geometry, a point in polygon match is performed and upstream with tributaries from the identified catchments is plotted.
See plot_nhdplus for details on plot configuration.
Value
data.frame or leaflet map (see return_map)
Examples
map_nhdplus("05428500")
map_nhdplus("05428500", streamorder = 2)
map_nhdplus(list(13293970, 13293750))
source(system.file("extdata/sample_data.R", package = "hydrogeofetch"))
map_nhdplus(list(13293970, 13293750), streamorder = 3, nhdplus_data = sample_data)
#return leaflet object
map_nhdplus("05428500", return_map = TRUE)
Navigate NLDI
Description
Navigate the Network Linked Data Index network.
Usage
navigate_nldi(
nldi_feature,
mode = "upstreamMain",
data_source = "flowlines",
distance_km = 10
)
Arguments
nldi_feature |
list with names 'featureSource' and 'featureID' where 'featureSource' is derived from the "source" column of the response of get_nldi_sources and the 'featureID' is a known identifier from the specified 'featureSource'. |
mode |
character chosen from ("UM", "UT", DM", "DD"). See examples. |
data_source |
character chosen from "source" column of the response of get_nldi_sources or empty string for flowline geometry. |
distance_km |
numeric distance in km to stop navigating. |
Value
sf data.frame with result
Examples
library(sf)
library(dplyr)
nldi_nwis <- list(featureSource = "nwissite", featureID = "USGS-05428500")
navigate_nldi(nldi_feature = nldi_nwis,
mode = "upstreamTributaries")$UT |>
st_geometry() |>
plot()
navigate_nldi(nldi_feature = nldi_nwis,
mode = "UM")$UM |>
st_geometry() |>
plot(col = "blue", add = TRUE)
nwissite <- navigate_nldi(nldi_feature = nldi_nwis,
mode = "UT",
data_source = "nwissite")$UT_nwissite
st_geometry(nwissite) |>
plot(col = "green", add = TRUE)
nwissite
NHDPlus Data Path
Description
Allows specification of a custom path to a source dataset. Typically this will be the national seamless dataset in geodatabase or geopackage format.
Usage
nhdplus_path(path = NULL, warn = FALSE)
Arguments
path |
character path ending in .gdb or .gpkg |
warn |
boolean controls whether warning an status messages are printed |
Value
0 (invisibly) if set successfully, character path if no input.
Examples
nhdplus_path("/data/NHDPlusV21_National_Seamless.gdb")
nhdplus_path("/data/NHDPlusV21_National_Seamless.gdb", warn=FALSE)
nhdplus_path()
Plot NHDPlus
Description
Given a list of outlets, get their basin boundaries and network and return a plot in EPSG:3857 Web Mercator Projection.
Usage
plot_nhdplus(
outlets = NULL,
bbox = NULL,
streamorder = NULL,
nhdplus_data = NULL,
gpkg = NULL,
plot_config = NULL,
basemap = "Esri.NatGeoWorldMap",
zoom = NULL,
add = FALSE,
actually_plot = TRUE,
overwrite = TRUE,
flowline_only = NULL,
cache_data = NULL
)
Arguments
outlets |
list of nldi outlets. Other inputs are coerced into nldi outlets, see details. |
bbox |
object of class bbox with a defined crs. See examples. |
streamorder |
integer only streams of order greater than or equal will be returned |
nhdplus_data |
geopackage containing source nhdplus data (omit to download) |
gpkg |
path and file with .gpkg ending. If omitted, no file is written. |
plot_config |
list containing plot configuration, see details. |
basemap |
character indicating which basemap type to use. Chose from: get_tiles. |
zoom |
integer passed on to get_tiles. This value will override the default set by the package. |
add |
boolean should this plot be added to an already built map. |
actually_plot |
boolean actually draw the plot? Used to get data subset only. |
overwrite |
passed on to subset_nhdplus. |
flowline_only |
boolean only subset and plot flowlines only, default=FALSE |
cache_data |
character path to rds file where all plot data can be cached. If file doesn't exist, it will be created. If set to FALSE, all caching will be turned off – this includes basemap tiles. |
Details
plot_nhdplus supports several input specifications. An unexported function "as_outlet" is used to convert the outlet formats as described below.
if outlets is omitted, the bbox input is required and all nhdplus data in the bounding box is plotted.
If outlets is a list of integers, it is assumed to be NHDPlus IDs (comids) and all upstream tributaries are plotted.
if outlets is an integer vector, it is assumed to be all NHDPlus IDs (comids) that should be plotted. Allows custom filtering.
If outlets is a character vector, it is assumed to be NWIS site ids.
if outlets is a list containing only characters, it is assumed to be a list of nldi features and all upstream tributaries are plotted.
if outlets is a data.frame with point geometry, a point in polygon match is performed and upstream with tributaries from the identified catchments is plotted.
The plot_config parameter is a list with names "basin", "flowline", "outlets",
"network_wtbd", and "off_network_wtbd".
The following shows the defaults that can be altered.
basin
list(lwd = 1, col = NA, border = "black")flowline
list(lwd = 1, col = "blue")outlets
list(default = list(col = "black", border = NA, pch = 19, cex = 1), nwissite = list(col = "grey40", border = NA, pch = 17, cex = 1), huc12pp = list(col = "white", border = "black", pch = 22, cex = 1), wqp = list(col = "red", border = NA, pch = 20, cex = 1))network_wtbd
list(lwd = 1, col = "lightblue", border = "black")off_network_wtbd
list(lwd = 1, col = "darkblue", border = "black")
If adding additional layers to the plot, data must be projected to EPSG:3857 with 'sf::st_transform(x, 3857)' prior to adding to the plot.
Value
data.frame plot data is returned invisibly in NAD83 Lat/Lon.
Examples
# Beware plot_nhdplus caches data to the default location.
# If you do not want data in "user space" change the default.
old_dir <- hydrogeofetch::hydrogeofetch_data_dir()
hydrogeofetch_data_dir(tempdir())
plot_nhdplus("05428500")
plot_nhdplus("05428500", streamorder = 2)
plot_nhdplus(list(13293970, 13293750))
source(system.file("extdata/sample_data.R", package = "hydrogeofetch"))
plot_nhdplus(list(13293970, 13293750), streamorder = 3, nhdplus_data = sample_data)
plot_nhdplus(list(list("comid", "13293970"),
list("nwissite", "USGS-05428500"),
list("huc12pp", "070900020603"),
list("huc12pp", "070900020602")),
streamorder = 2,
nhdplus_data = sample_data)
plot_nhdplus(sf::st_as_sf(data.frame(x = -89.36083,
y = 43.08944),
coords = c("x", "y"), crs = 4326),
streamorder = 2,
nhdplus_data = sample_data)
plot_nhdplus(list(list("comid", "13293970"),
list("nwissite", "USGS-05428500"),
list("huc12pp", "070900020603"),
list("huc12pp", "070900020602")),
streamorder = 2,
nhdplus_data = sample_data,
plot_config = list(basin = list(lwd = 2),
outlets = list(huc12pp = list(cex = 1.5),
comid = list(col = "green"))))
bbox <- sf::st_bbox(c(xmin = -89.43, ymin = 43, xmax = -89.28, ymax = 43.1),
crs = "+proj=longlat +datum=WGS84 +no_defs")
fline <- sf::read_sf(sample_data, "NHDFlowline_Network")
comids <- hydroloom::navigate_hydro_network(fline, 13293970, "UT")
plot_nhdplus(comids)
#' # With Local Data
plot_nhdplus(bbox = bbox, nhdplus_data = sample_data)
# With downloaded data
plot_nhdplus(bbox = bbox, streamorder = 3)
# Can also plot on top of the previous!
plot_nhdplus(bbox = bbox, nhdplus_data = sample_data,
plot_config = list(flowline = list(lwd = 0.5)))
plot_nhdplus(comids, nhdplus_data = sample_data, streamorder = 3, add = TRUE,
plot_config = list(flowline = list(col = "darkblue")))
hydrogeofetch::hydrogeofetch_data_dir(old_dir)
Prep NHDPlus Data
Description
Function to prep NHDPlus data for use by hydrogeofetch functions
Usage
prepare_nhdplus(
flines,
min_network_size = 0,
min_path_length = 0,
min_path_size = 0,
purge_non_dendritic = TRUE,
warn = TRUE,
error = TRUE,
skip_toCOMID = FALSE,
align_names = TRUE
)
Arguments
flines |
data.frame NHDPlus flowlines including: COMID, LENGTHKM, FTYPE (or FCODE), TerminalFl, FromNode, ToNode, TotDASqKM, StartFlag, StreamOrde, StreamCalc, TerminalPa, Pathlength, and Divergence variables. |
min_network_size |
numeric Minimum size (sqkm) of drainage network to include in output. |
min_path_length |
numeric Minimum length (km) of terminal level path of a network. |
min_path_size |
numeric Minimum size (sqkm) of outlet level path of a drainage basin. Drainage basins with an outlet drainage area smaller than this will be removed. |
purge_non_dendritic |
logical Should non dendritic paths be removed or not. |
warn |
logical controls whether warning an status messages are printed |
error |
logical controls whether to return potentially invalid data with a warning rather than an error |
skip_toCOMID |
logical if TRUE, toCOMID will not be added to output. |
align_names |
logical |
Value
data.frame with prepared NHDPlus network attributes.
Query USGS Hydro ESRI Rest Server
Description
Query the USGS Hydro ESRI Rest Server for spatial data by location, area, or ID.
Usage
query_usgs_arcrest(
AOI = NULL,
ids = NULL,
type = NULL,
service = NULL,
where = NULL,
t_srs = NULL,
buffer = 0.5,
page_size = 2000
)
Arguments
AOI |
sf (MULTI)POINT or (MULTI)POLYGON. An 'area of interest' can be provided as either a location (sf POINT) or area (sf POLYGON) in any Spatial Reference System. |
ids |
character. A set of identifier(s) from the data type requested, for 3dhp, this is id3dhp. |
type |
character. Type of feature to return If NULL (default) a data.frame of available types is returned |
service |
character chosen from "3DHP_all", "NHDPlus_HR" |
where |
character An where clause to pass to the server. |
t_srs |
character (PROJ string or EPSG code) or numeric (EPSG code). A user specified - target -Spatial Reference System (SRS/CRS) for returned objects. Will default to the CRS of the input AOI if provided, and to 4326 for ID requests. |
buffer |
numeric. The amount (in meters) to buffer a POINT AOI by for an extended search. Default = 0.5 |
page_size |
numeric default number of features to request at a time. Reducing may help if 500 errors are experienced. |
Details
The returned object(s) will have the same
Spatial Reference System (SRS) as the input AOI. If a individual or set of
IDs are used to query, then the default CRS of EPSG:4269 is
preserved. In all cases, a user-defined SRS can be passed to t_srs
which will override all previous SRS (either input or default).
All buffer and distance operations are handled internally using in
EPSG:5070 Albers Equal Area projection
Value
a simple features (sf) object or valid types if no type supplied
Query USGS Water OGC API Features
Description
Query the USGS Water OGC API for spatial data by location, area, or ID.
Usage
query_usgs_oafeat(
AOI = NULL,
ids = NULL,
type = NULL,
filter = NULL,
t_srs = NULL,
buffer = 0.5,
properties = NULL,
skip_geometry = FALSE
)
Arguments
AOI |
sf (MULTI)POINT or (MULTI)POLYGON. An 'area of interest' can be provided as either a location (sf POINT) or area (sf POLYGON) in any Spatial Reference System. |
ids |
character or numeric. A set of identifier(s) from the data type requested, for example if NHDPlusV2, then a set of COMID(s). |
type |
character. Type of feature to return If NULL (default) a data.frame of available resources is returned |
filter |
character. An filter to pass to the query |
t_srs |
character (PROJ string or EPSG code) or numeric (EPSG code). A user specified - target -Spatial Reference System (SRS/CRS) for returned objects. Will default to the CRS of the input AOI if provided, and to 4326 for ID requests. |
buffer |
numeric. The amount (in meters) to buffer a POINT AOI by for an extended search. Default = 0.5 |
properties |
character vector. Column names to return. When NULL (default), all columns are returned. |
skip_geometry |
logical. If TRUE, omit geometry from the response and return a plain data.frame. Default FALSE. |
Details
The returned object(s) will have the same
Spatial Reference System (SRS) as the input AOI. If a individual or set of
IDs are used to query, then the default server CRS of EPSG:4326 is
preserved. In all cases, a user-defined SRS can be passed to t_srs
which will override all previous SRS (either input or default).
All buffer and distance operations are handled internally using an
EPSG:5070 Albers Equal Area projection
Value
a simple features (sf) object, or a data.frame when
skip_geometry = TRUE
Rescale Catchment Characteristics
Description
Given catchment characteristics to retrieve or process will aggregate and / or split the characteristics according to a lookup table.
Usage
rescale_catchment_characteristics(
vars,
lookup_table,
refactored_areas = NULL,
catchment_characteristics = NULL,
catchment_areas = NULL,
source = "usgs",
aoi = "cat"
)
Arguments
vars |
data.frame containing 'characteristic_id' retrieved from get_characteristics_metadata and 'summary_statistic' indicating which summary statistic should be applied to rescale each characteristic. Accepted values are "sum," "length_weighted_mean," "area_weighted_mean," "min," and "max." |
lookup_table |
data.frame containing 'id' numeric vector of identifiers at the desired scale; "comid" is a numeric vector of NHDPlusV2 identifiers; "member_comid" contains formatted NHDPlusV2 COMIDs indicating that the catchments in question need to be split. If catchments have not been split, the columns "comid" and "member_comid" should be identical. |
refactored_areas |
data.frame containing columns "featureid" and "areasqkm." Used to retrieve adjusted catchment areas in the case of split catchments. If not provided, either no split catchments can be considered or the 'catchment_areas' parameter is required. |
catchment_characteristics |
data.frame containing columns "characteristic_id", "comid", "characteristic_value", and "percent_nodata". If not provided, it will be retrieved from get_catchment_characteristics using the characteristic ids from 'vars' and the comids from 'lookup_table'. |
catchment_areas |
data.frame containing columns "comid", "areasqkm", "split_catchment_areasqkm", and "split_area_prop". If not provided, it will be retrieved from 'refactored_areas' and/or get_vaa. |
source |
character |
aoi |
character area of interest, passed through to
get_catchment_characteristics when |
Details
NOTE: Since this algorithm works on catchment characteristics that are spatial averages, when splitting, the average condition is apportioned evenly to each split. In some cases, such as with land cover or elevation, this may not be appropriate and source data should be used to derive new characteristics. In addition, this function handles catchment areas for split catchments but makes no adjustments for the length of flowlines in those catchments. Therefore, requests for length-weighted mean values may not be appropriate when working with split catchments.
Value
data.frame with one row per unique 'id' in 'lookup_table'. Always contains 'id', 'areasqkm_sum' (total catchment area contributing to that 'id'), and 'lengthkm_sum' (total flowline length). Each characteristic named in 'vars' adds a column called '<characteristic_id>_<statistic>', where the statistic suffix is one of "area_wtd", "length_wtd", "sum", "min", or "max" following the 'summary_statistic' requested for it – for example 'CAT_IMPV11_area_wtd' or 'CAT_BASIN_AREA_sum'. Where the source reports a no-data fraction, a matching 'percent_nodata_<characteristic_id>_area_wtd' column is included. Returns 'NULL' if 'catchment_characteristics' was not supplied and could not be retrieved from the web service.
Examples
vars <- data.frame(characteristic_id = c("CAT_IMPV11","CAT_BASIN_AREA"),
summary_statistic = c("area_weighted_mean","sum"))
lookup_table <- data.frame(id = rep(10012268, 2),
comid = c(4146596, 4147382),
member_comid = c(4146596, 4147382))
rescale_catchment_characteristics(vars, lookup_table)
vars <- data.frame(characteristic_id = c("CAT_ELEV_MIN","CAT_ELEV_MAX"),
summary_statistic = c("min","max"))
lookup_table <- data.frame(id = rep(10012268, 2),
comid = c(4146596, 4147382),
member_comid = c(4146596, 4147382))
rescale_catchment_characteristics(vars, lookup_table)
vars <- data.frame(characteristic_id = c("CAT_EWT","CAT_TWI", "CAT_BASIN_AREA"),
summary_statistic = c("area_weighted_mean", "area_weighted_mean","sum"))
lookup_table <- data.frame(id = c(10012268, 10012268, 10024047, 10024048),
comid = c(4146596, 4147382, 4147396, 4147396),
member_comid = c("4146596", "4147382", "4147396.1", "4147396.2"))
comid_areas <- data.frame(featureid = c("4146596", "4147382", "4147396.1", "4147396.2"),
areasqkm = c(0.9558, 11.9790, 6.513294, 1.439999))
rescale_catchment_characteristics(vars, lookup_table, refactored_areas = comid_areas)
RPU Boundaries Raster Processing Unit boundaries
Description
RPU Boundaries Raster Processing Unit boundaries
Usage
rpu_boundaries
Format
An object of class "sf"
Subset NHDPlus
Description
Saves a subset of the National Seamless database or other
hydrogeofetch compatible data based on a specified collection of COMIDs.
This function uses get_nhdplus for the "download" data
source but returns data consistent with local data subsets in a subset
file.
Usage
subset_nhdplus(
comids = NULL,
output_file = NULL,
nhdplus_data = NULL,
bbox = NULL,
simplified = TRUE,
overwrite = FALSE,
return_data = TRUE,
status = TRUE,
flowline_only = NULL,
streamorder = NULL,
out_prj = 4269
)
Arguments
comids |
integer vector of COMIDs to include. |
output_file |
character path to save the output to defaults to the directory of the nhdplus_data. |
nhdplus_data |
character path to the .gpkg or .gdb containing
the national seamless database, a subset of NHDPlusHR,
or "download" to use a web service to download NHDPlusV2.1 data.
Not required if |
bbox |
object of class "bbox" as returned by sf::st_bbox in Latitude/Longitude. If no CRS is present, will be assumed to be in WGS84 Latitude Longitude. |
simplified |
boolean if TRUE (the default) the CatchmentSP layer will be included. Not relevant to the "download" option or NHDPlusHR data. |
overwrite |
boolean should the output file be overwritten |
return_data |
boolean if FALSE path to output file is returned silently otherwise data is returned in a list. |
status |
boolean should the function print status messages |
flowline_only |
boolean WARNING: experimental if TRUE only the flowline network and attributes will be returned |
streamorder |
integer only streams of order greater than or equal will be downloaded. Not implemented for local data. |
out_prj |
character override the default output CRS of NAD83 lat/lon (EPSG:4269) |
Details
This function relies on the National Seamless Geodatabase or Geopackage. It can be downloaded here.
The "download" option of this function should be considered preliminary and subject to revision. It does not include as many layers and may not be available permanently.
Value
character path to the saved subset geopackage
Examples
source(system.file("extdata/sample_data.R", package = "hydrogeofetch"))
nhdplus_path(sample_data)
sample_flines <- sf::st_zm(sf::read_sf(nhdplus_path(), "NHDFlowline_Network"))
plot(sf::st_geometry(sample_flines),
lwd = 3)
start_point <- sf::st_sfc(sf::st_point(c(-89.362239, 43.090266)),
crs = 4326)
plot(start_point, cex = 1.5, lwd = 2, col = "red", add = TRUE)
start_comid <- discover_nhdplus_id(start_point)
comids <- hydroloom::navigate_hydro_network(sample_flines, start_comid, "UT")
plot(sf::st_geometry(dplyr::filter(sample_flines, COMID %in% comids)),
add=TRUE, col = "red", lwd = 2)
output_file <- tempfile(fileext = ".gpkg")
subset_nhdplus(comids = comids,
output_file = output_file,
nhdplus_data = sample_data,
overwrite = TRUE,
status = TRUE)
sf::st_layers(output_file)
catchment <- sf::read_sf(output_file, "CatchmentSP")
plot(sf::st_geometry(catchment), add = TRUE)
waterbody <- sf::read_sf(output_file, "NHDWaterbody")
plot(sf::st_geometry(waterbody),
col = rgb(0, 0, 1, alpha = 0.5), add = TRUE)
# Cleanup temp
unlink(output_file)
# Download Option:
subset_nhdplus(comids = comids,
output_file = output_file,
nhdplus_data = "download",
overwrite = TRUE,
status = TRUE, flowline_only = FALSE)
sf::st_layers(output_file)
# NHDPlusHR
source(system.file("extdata/nhdplushr_data.R", package = "hydrogeofetch"))
up_ids <- hydroloom::navigate_hydro_network(hr_data$NHDFlowline, 15000500028335, "UT")
sub_gpkg <- file.path(work_dir, "sub.gpkg")
sub_nhdhr <- subset_nhdplus(up_ids, output_file = sub_gpkg,
nhdplus_data = hr_gpkg, overwrite = TRUE)
sf::st_layers(sub_gpkg)
names(sub_nhdhr)
plot(sf::st_geometry(hr_data$NHDFlowline), lwd = 0.5)
plot(sf::st_geometry(sub_nhdhr$NHDFlowline), lwd = 0.6, col = "red", add = TRUE)
unlink(output_file)
unlink(sub_gpkg)
Subset by Raster Processing Unit
Description
Given flowlines and an rpu_code, performs a network-safe subset such that the result can be used in downstream processing. Has been tested to work against the entire NHDPlusV2 domain and satisfies a number of edge cases.
Usage
subset_rpu(fline, rpu, run_make_standalone = TRUE, strict = FALSE)
Arguments
fline |
sf data.frame NHD Flowlines with comid, pathlength, lengthkm, hydroseq, levelpathi, rpuid, and arbolatesu (dnhydroseq is required if tocomid is not provided). |
rpu |
character e.g. "01a" |
run_make_standalone |
logical default TRUE should the run_make_standalone function be run on result? |
strict |
logical if TRUE, paths that extend outside the RPU but have no tributaries in the upstream RPU will be included in the output. |
Value
data.frame containing subset network
Examples
source(system.file("extdata/sample_data.R", package = "hydrogeofetch"))
sample_flines <- sf::read_sf(sample_data, "NHDFlowline_Network")
subset_rpu(sample_flines, rpu = "07b")
Subset by Vector Processing Unit
Description
Calls subset_rpu for all raster processing units for the requested vector processing unit.
Usage
subset_vpu(fline, vpu, include_null_rpuid = TRUE, run_make_standalone = TRUE)
Arguments
fline |
sf data.frame NHD Flowlines with comid, pathlength, lengthkm, hydroseq, levelpathi, rpuid, vpuid, and arbolatesu (dnhydroseq is required if tocomid is not provided). |
vpu |
character e.g. "01" |
include_null_rpuid |
logical default TRUE. Note that there are some flowlines that may have a NULL rpuid but be included in the vector processing unit. |
run_make_standalone |
logical default TRUE should the run_make_standalone function be run on result? |
Value
data.frame containing subset network
Examples
source(system.file("extdata/sample_data.R", package = "hydrogeofetch"))
sample_flines <- sf::read_sf(sample_data, "NHDFlowline_Network")
subset_vpu(sample_flines, "07")
Update superseded mainstem identifiers
Description
Given point features with a known geoconnex mainstem identifier, checks whether the mainstem has been superseded and, if so, re-indexes the point to the replacement mainstem using index_points_to_lines. Points whose mainstem has no replacement are left unchanged and flagged "unresolved". See check_mainstems for a lightweight superseded/current check.
Usage
update_mainstems(x, mainstem_col = NULL, search_radius = NULL)
Arguments
x |
sf POINT features with a mainstem identifier column. |
mainstem_col |
character name of the mainstem identifier column in
|
search_radius |
units distance for the nearest neighbor search
passed to index_points_to_lines. If |
Value
x with mainstem_col updated in place and a
mainstem_update_status column added with values "unchanged",
"updated", or "unresolved".
Examples
pt <- sf::st_sf(mainstemid = 2086165,
geometry = sf::st_sfc(sf::st_point(c(-75.567, 43.176)),
crs = 4326))
update_mainstems(pt)
VPU Boundaries Vector Processing Unit boundaries
Description
VPU Boundaries Vector Processing Unit boundaries
Usage
vpu_boundaries
Format
An object of class "sf"