nhdplusTools: Tools for Accessing and Working with the NHDPlus
New nhdplusTools is coming
nhdplusTools is being split into two packages. A new package
hydroloom is now available
for testing. It contains all nhdplusTools functionality not related to
specific dataset schemas. See this
issue for details.
The transition to
hydroloom should occur in Fall 2023. In the mean
time, you can install the
hydroloom version of nhdplusTools with:
Please submit issues at: https://github.com/DOI-USGS/nhdplusTools/issues
This package is a growing set of tools for manipulation of hydrographic data using the NHDPlus data model. There is no specific funding or plan to continue development of this package long term but ongoing support is available due to use of the package in project work.
Blodgett, D., Johnson, J.M., 2022, nhdplusTools: Tools for Accessing and Working with the NHDPlus, https://doi.org/10.5066/P97AS8JD
For the latest development:
See the “Get
vignette showing the gneral workflow and functionality of
See a set of slides illustrating how to use nhdplusTools with other DOI-USGS packages.
The following definitions have been used as much as possible throughout
Terms for rivers:
Flowline: The NHD name for a hydrographic representation of a flowing body of water. Flowline is generally used when referring to geometry.
Flowpath: The HY_Features name for a hydrologic feature that is the primary path water follows through a catchment; either from headwater to outlet or inlet to outlet. Flowpath is used when describing aspects of the abstract flowpath featuretype, generally in relation to a flowpath’s relationship to a catchment.
Terms used for hydrologic units:
Catchment: The most abstract unit of hydrology in HY_Features is the catchment. It is a physiographic unit with zero or one inlets and one outlet. It does not inherently have any conceptual realizations. Rather, a given catchment can be realized in a number of ways; flowpath, divide, and networks of flowpaths and divides are the primary realizations.
Catchment divide: NHD “catchment” polygons are more accurately described as “catchment divide” features. Because of the overlap with the HY_Features abstract “catchment” feature type, “catchment divide” is used for polygon representations of catchments.
A National Dataset of NHDPlusV2.1 is available here.
For data subsetting, also see:
nhdplusTools package is intended to provide a reusable set of
tools to subset, relate data to, and generate network attributes for
It implements a data model consistent with both the NHDPlus dataset and the HY_Features data model. The package aims to provide a set of tools that can be used to build workflows using NHDPlus data.
This vision is intended as a guide to contributors – conveying what kinds of contributions are of interest to the package’s long term vision. It is a reflection of the current thinking and is open to discussion and modification.
The following describe a vision for the functionality that should be included in the package in the long run.
The NHDPlus is a very large dataset both spatially and in terms of the number of attributes it contains. Subsetting utilities will provide network location discovery, network navigation, and data export utilities to generate spatial and attribute subsets of the NHDPlus dataset.
One of the most important roles of the NHDPlus is as a connecting
network for ancillary data and models. The first step in any workflow
that uses the network like this is indexing relevant data to the
network. A number of methods for indexing exist, they can be broken into
two main categories: linear referencing and catchment indexing. Both
operate on features represented by points, lines, and polygons.
nhdplusTools should eventually support both linear and catchment
nhdplusTools is focused on working with NHDPlus data, the
NHDPlus data model will largely govern the data model the package is
designed to work with. That said, much of the package functionality also
uses concepts from the HY_Features standard.
Note: The HY_Features standard is based on the notion that a “catchment” is a holistic feature that can be “realized” (some might say modeled) in a number of ways. In other words, a catchment can only be characterized fully through a collection of different conceptual representations. In NHDPlus, the “catchment” feature is the polygon feature that describes the drainage divide around the hydrologic unit that contributes surface flow to a given NHD flowline. While this may seem like a significant difference, in reality, the NHDPlus COMID identifier lends itself very well to the HY_Features catchment concept. The COMID is used as an identifier for the catchment polygon, the flowline that connects the catchment inlet and outlet, and value added attributes that describe characteristics of the catchment’s interior. In this way, the COMID identifier is actually an identifier for a collection of data that together fully describe an NHDPlus catchment. See the NHDPlus mapping to HY_Features in the HY_Features specification.
Below is a description of the expected scope of data to be used by the
nhdplusTools package. While other data and attributes may come into
scope, it should only be done as a naive pass-through, as in data
subsetting, or with considerable deliberation.
Flowlines and Waterbodies
Flowline geometry is a mix of 1-d streams and 1-d “artificial paths”. In order to complete the set of features meant to represent water, we need to include waterbody and potentially NHDArea polygons (double line stream overlays).
Catchment polygons are the result of a complete elevation derived hydrography process with hydro-enforcement applied with both Watershed Boundary Dataset Hydrologic Units and NHD reaches.
The NHDPlus includes numerous attributes that are built using the network and allow a wide array of capabilities that would require excessive iteration or sophisticated and complex graph-oriented data structures and algorithms.
The NHDPlus is a very large dataset. The architecture of this package as it relates to handling data and what dependencies are used will be very important.
Web vs Local Data
Web services will generally be avoided. However, applications that would require loading significant amounts of data to perform something that can be accomplished with a web service very quickly will be considered. Systems like the Network Linked Data Index are used for data discovery.
Initial package development focused on the National Seamless NHDPlus database. NHDPlus High Resolution is also supported.
Related similar packages:
https://github.com/hyriver/pygeohydro … others – please suggest additions?
This package uses a convention to avoid building vignettes on CRAN. The
BUILD_VIGNETTES environment variable must be set to
TRUE. This is
done with a .Renviron file in the package directory with the line
Given this, the package should be built locally to include vignettes using:
In addition to typical R package checking, a Dockerfile is included in this repository. Once built, it can be run with the following command.
docker build -t nhdplustools_test . docker run --rm -it -v $PWD:/src nhdplustools_test /bin/bash -c "cp -r /src/* /check/ && cp /src/.Rbuildignore /check/ && cd /check && Rscript -e 'devtools::build()' && R CMD check --as-cran ../nhdplusTools_*"
ensure all checks pass and code coverage is adequate.
ensure news has been updated
convert disclaimer to released form
update version in inst/CITATION file
update version in code.json file
Build source package and upload to CRAN
Once a new version has been accepted by cran,
ensure pkgdown is up to date
commit, push, and PR/MR changes
create release page and tag
attach cran tar.gz to release page
update DOI to point to release page
switch README disclaimer back to “dev” mode.
Update version in Description.
push an PR/MR changes.
First, thanks for considering a contribution! I hope to make this package a community created resource for us all to gain from and won’t be able to do that without your help!
- Contributions should be thoroughly tested with testthat.
- Code style should attempt to follow the tidyverse style guide.
- Please attempt to describe what you want to do prior to contributing by submitting an issue.
- Please follow the typical github fork - pull-request workflow.
- Make sure you use roxygen and run Check before contributing. More on this front as the package matures.
Other notes: - consider running
lintr prior to contributing. -
goodpractice::gp() on the package before
contributing. - consider running
devtools::spell_check() if you wrote
documentation. - this package uses pkgdown. Running
pkgdown::build_site() will refresh it.
This information is preliminary or provisional and is subject to revision. It is being provided to meet the need for timely best science. The information has not received final approval by the U.S. Geological Survey (USGS) and is provided on the condition that neither the USGS nor the U.S. Government shall be held liable for any damages resulting from the authorized or unauthorized use of the information.
This software is in the public domain because it contains materials that originally came from the U.S. Geological Survey, an agency of the United States Department of Interior. For more information, see the official USGS copyright policy
Although this software program has been used by the USGS, no warranty, expressed or implied, is made by the USGS or the U.S. Government as to the accuracy and functioning of the program and related program material nor shall the fact of distribution constitute any such warranty, and no responsibility is assumed by the USGS in connection therewith. This software is provided “AS IS.”