soilDB - Soil Database Interface
A collection of functions for reading soil data from U.S. Department of Agriculture Natural Resources Conservation Service (USDA-NRCS) and National Cooperative Soil Survey (NCSS) databases.
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ksslnasisnrcssoilsoil-data-accesssoil-surveysoilwebsqlusda
11.68 score 100 stars 1 dependents 1.1k scripts 1.8k downloadswhitebox - 'WhiteboxTools' R Frontend
An R frontend for the 'WhiteboxTools' library, which is an advanced geospatial data analysis platform developed by Prof. John Lindsay at the University of Guelph's Geomorphometry and Hydrogeomatics Research Group. 'WhiteboxTools' can be used to perform common geographical information systems (GIS) analysis operations, such as cost-distance analysis, distance buffering, and raster reclassification. Remote sensing and image processing tasks include image enhancement (e.g. panchromatic sharpening, contrast adjustments), image mosaicing, numerous filtering operations, simple classification (k-means), and common image transformations. 'WhiteboxTools' also contains advanced tooling for spatial hydrological analysis (e.g. flow-accumulation, watershed delineation, stream network analysis, sink removal), terrain analysis (e.g. common terrain indices such as slope, curvatures, wetness index, hillshading; hypsometric analysis; multi-scale topographic position analysis), and LiDAR data processing. Suggested citation: Lindsay (2016) <doi:10.1016/j.cageo.2016.07.003>.
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geomorphometrygeoprocessinggeospatialgishydrologyremote-sensingrstudio
10.64 score 182 stars 3 dependents 413 scripts 1.8k downloadsrgeedim - Search, Composite, and Download 'Google Earth Engine' Imagery with the 'Python' Module 'geedim'
Search, composite, and download 'Google Earth Engine' imagery with 'reticulate' bindings for the 'Python' module 'geedim' by Dugal Harris. Read the 'geedim' documentation here: <https://geedim.readthedocs.io/>. Wrapper functions are provided to make it more convenient to use 'geedim' to download images larger than the 'Google Earth Engine' size limit <https://developers.google.com/earth-engine/apidocs/ee-image-getdownloadurl>. By default the "High Volume" API endpoint <https://developers.google.com/earth-engine/cloud/highvolume> is used to download data and this URL can be customized during initialization of the package.
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geedimgeotiffgisgoogle-earth-enginepythonrasterremote-sensingsatellite-imageryspatialterra
7.80 score 53 stars 49 scripts 450 downloadsgpkg - Utilities for the Open Geospatial Consortium 'GeoPackage' Format
Build Open Geospatial Consortium 'GeoPackage' files (<https://www.geopackage.org/>). 'GDAL' utilities for reading and writing spatial data are provided by the 'terra' package. Additional 'GeoPackage' and 'SQLite' features for attributes and tabular data are implemented with the 'RSQLite' package.
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dbigeopackagegeospatialgisrasterspatialsqlitevector
6.81 score 24 stars 1 dependents 36 scripts 375 downloadsSoilTaxonomy - A System of Soil Classification for Making and Interpreting Soil Surveys
Taxonomic dictionaries, formative element lists, and functions related to the maintenance, development and application of U.S. Soil Taxonomy. Data and functionality are based on official U.S. Department of Agriculture sources including the latest edition of the Keys to Soil Taxonomy. Descriptions and metadata are obtained from the National Soil Information System or Soil Survey Geographic databases. Other sources are referenced in the data documentation. Provides tools for understanding and interacting with concepts in the U.S. Soil Taxonomic System. Most of the current utilities are for working with taxonomic concepts at the "higher" taxonomic levels: Order, Suborder, Great Group, and Subgroup.
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great-groupncss-techsoilsoil-surveysoil-taxonomysubgroupsuborderusda
6.62 score 20 stars 70 scripts 276 downloadsrgeomorphon - A Lightweight Implementation of the Geomorphon Algorithm
A lightweight implementation of the geomorphon terrain form classification algorithm of Jasiewicz and Stepinski (2013) <doi:10.1016/j.geomorph.2012.11.005> based largely on the 'GRASS GIS' 'r.geomorphon' module. This implementation employs a novel algorithm written in C++ and 'RcppParallel'.
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classificationcppelevationgeomorphometrygeomorphonterraincpp
6.45 score 27 stars 13 scripts 520 downloadsrapr - Interface to 'Rangeland Analysis Platform' (RAP) Products
Provides access to 'Rangeland Analysis Platform' (RAP) products <https://rangelands.app/products> for arbitrary extents via 'GDAL' virtual file system.
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gdalline-point-interceptnet-primary-productionrangelandrasterusda
6.03 score 8 stars 15 scripts 219 downloadssoilReports - R Markdown Reports and Convenience Functions for Soil Survey
R package container and convenience functions for soil data summary, comparison, and evaluation reports used mainly by NRCS staff.
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nasisnrcssoilsoil-surveyusda
4.87 score 21 stars 39 scriptsrosettaPTF - R Frontend for Rosetta Pedotransfer Functions
Access the rosetta-soil Python pedotransfer functions from R. Rosetta is a neural network-based model for predicting unsaturated soil hydraulic parameters from basic soil characterization data (sand, silt, clay, bulk density, and water content). Predictions are made for the van Genuchten unsaturated hydraulic properties model, with uncertainty quantification via bootstrap ensemble. Designed for efficient batch processing of large datasets through vectorized computation and optional parallel processing.
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hydraulichydrologyksatpedotransferpythonreticulaterosettasoil
4.29 score 13 stars 10 scripts